Index Catalog // Scholar@UC

1. Figure Z. Topic Coherence across Hyperparameter:Beta

Type:: Image
Description/Abstract:: Box-and-Whisker visualization of coherence scores for three corpora types: Caselaw (cas), Pubmed Abstracts (pma), Pubmed Central (pmc). This figure is for models matching search-term "climate". Visualizations for other search terms and additional interactive elements available at the related URL below. Coherence was scored across every combination of: - TopicCount: 10-40 - Hyperparameter-Alpha: [0.01, 0.31, 0.61, 0.91, symmetric, asymmetric] - Hyperparameter-Beta: [0.01, 0.31, 0.61, 0.91, automatic, symmetric]
Creator/Author:: McCabe, Erin E.
Submitter:: Erin E. McCabe
Date Uploaded:: 08/12/2022
Date Modified:: 08/12/2022
Date Created:: 2022
License:: Public Domain Mark 1.0

2. Figure Y. Topic Coherence across Hyperparameter:Alpha

Type:: Image
Description/Abstract:: Box-and-Whisker visualization of topic coherence scores for three corpora types: Caselaw (cas), Pubmed Abstracts (pma), Pubmed Central (pmc). This figure is for models matching search-term "climate". Visualizations for other search terms and additional interactive elements available at related URL below. Coherence was scored across every combination of: - TopicCount: 10-40 - Hyperparameter-Alpha: [0.01, 0.31, 0.61, 0.91, symmetric, asymmetric] - Hyperparameter-Beta: [0.01, 0.31, 0.61, 0.91, automatic, symmetric]
Creator/Author:: McCabe, Erin E.
Submitter:: Erin E. McCabe
Date Uploaded:: 08/12/2022
Date Modified:: 08/12/2022
Date Created:: 2022
License:: Open Data Commons Public Domain Dedication and License (PDDL)

3. Figure X. Median Coherence

Type:: Image
Description/Abstract:: Heat map visualization of median coherence scores for three corpora: Caselaw (cas), Pubmed Abstracts (pma), Pubmed Central (pmc). Median coherence scores across all search-term based models ("climate", "earth", "environmental" "pollution") The median is found from 1,116 total coherence scores. Coherence was scored across every combination of: - TopicCount: 10-40 - Hyperparameter-Alpha: [0.01, 0.31, 0.61, 0.91, symmetric, asymmetric] - Hyperparameter-Beta: [0.01, 0.31, 0.61, 0.91, automatic, symmetric]
Creator/Author:: McCabe, Erin E.
Submitter:: Erin E. McCabe
Date Uploaded:: 08/10/2022
Date Modified:: 08/10/2022
Date Created:: 2022
License:: Public Domain Mark 1.0

4. central_pma_environmental15.csv

Type:: Dataset
Description/Abstract:: The data files in this collection are for datasets: Document Count: 5,000 documents Corpus: (one of) Caselaw (cas) / Pubmed Abstracts (pma) / Pubmed Central (pmc) Search Term: (one of) Climate / Earth / Environmental / Pollution Networked Models at Topic Counts: 15, 20 The filename convention is: central_datasetAcronym_searchTerm,topicCount.csv Each row = one topic-node of the networked model The columns in each CSV include: Edges: Connection threshold [e.g. 25% means that row depicts nodes' centrality when the edges in the graph are in the top quartile of strength] ID: Unique ID for the topic-node in the networked model Score: The betweenness centrality score of that topic-node Terms: The top terms of the topic-node
Creator/Author:: McCabe, Erin E.
Submitter:: Erin E. McCabe
Date Uploaded:: 08/10/2022
Date Modified:: 08/10/2022
Date Created:: 2022
License:: Open Data Commons Public Domain Dedication and License (PDDL)

5. central_pma_earth15.csv

Type:: Dataset
Description/Abstract:: The data files in this collection are for datasets: Document Count: 5,000 documents Corpus: (one of) Caselaw (cas) / Pubmed Abstracts (pma) / Pubmed Central (pmc) Search Term: (one of) Climate / Earth / Environmental / Pollution Networked Models at Topic Counts: 15, 20 The filename convention is: central_datasetAcronym_searchTerm,topicCount.csv Each row = one topic-node of the networked model The columns in each CSV include: Edges: Connection threshold [e.g. 25% means that row depicts nodes' centrality when the edges in the graph are in the top quartile of strength] ID: Unique ID for the topic-node in the networked model Score: The betweenness centrality score of that topic-node Terms: The top terms of the topic-node
Creator/Author:: McCabe, Erin E.
Submitter:: Erin E. McCabe
Date Uploaded:: 08/10/2022
Date Modified:: 08/10/2022
Date Created:: 2022
License:: Open Data Commons Public Domain Dedication and License (PDDL)

6. central_pma_earth20.csv

Type:: Dataset
Description/Abstract:: The data files in this collection are for datasets: Document Count: 5,000 documents Corpus: (one of) Caselaw (cas) / Pubmed Abstracts (pma) / Pubmed Central (pmc) Search Term: (one of) Climate / Earth / Environmental / Pollution Networked Models at Topic Counts: 15, 20 The filename convention is: central_datasetAcronym_searchTerm,topicCount.csv Each row = one topic-node of the networked model The columns in each CSV include: Edges: Connection threshold [e.g. 25% means that row depicts nodes' centrality when the edges in the graph are in the top quartile of strength] ID: Unique ID for the topic-node in the networked model Score: The betweenness centrality score of that topic-node Terms: The top terms of the topic-node
Creator/Author:: McCabe, Erin E.
Submitter:: Erin E. McCabe
Date Uploaded:: 08/10/2022
Date Modified:: 08/10/2022
Date Created:: 2022
License:: Open Data Commons Public Domain Dedication and License (PDDL)

7. central_pma_environmental20.csv

Type:: Dataset
Description/Abstract:: The data files in this collection are for datasets: Document Count: 5,000 documents Corpus: (one of) Caselaw (cas) / Pubmed Abstracts (pma) / Pubmed Central (pmc) Search Term: (one of) Climate / Earth / Environmental / Pollution Networked Models at Topic Counts: 15, 20 The filename convention is: central_datasetAcronym_searchTerm,topicCount.csv Each row = one topic-node of the networked model The columns in each CSV include: Edges: Connection threshold [e.g. 25% means that row depicts nodes' centrality when the edges in the graph are in the top quartile of strength] ID: Unique ID for the topic-node in the networked model Score: The betweenness centrality score of that topic-node Terms: The top terms of the topic-node
Creator/Author:: McCabe, Erin E.
Submitter:: Erin E. McCabe
Date Uploaded:: 08/10/2022
Date Modified:: 08/10/2022
Date Created:: 2022
License:: Open Data Commons Public Domain Dedication and License (PDDL)

8. central_pma_climate20.csv

Type:: Dataset
Description/Abstract:: The data files in this collection are for datasets: Document Count: 5,000 documents Corpus: (one of) Caselaw (cas) / Pubmed Abstracts (pma) / Pubmed Central (pmc) Search Term: (one of) Climate / Earth / Environmental / Pollution Networked Models at Topic Counts: 15, 20 The filename convention is: central_datasetAcronym_searchTerm,topicCount.csv Each row = one topic-node of the networked model The columns in each CSV include: Edges: Connection threshold [e.g. 25% means that row depicts nodes' centrality when the edges in the graph are in the top quartile of strength] ID: Unique ID for the topic-node in the networked model Score: The betweenness centrality score of that topic-node Terms: The top terms of the topic-node
Creator/Author:: McCabe, Erin E.
Submitter:: Erin E. McCabe
Date Uploaded:: 08/10/2022
Date Modified:: 08/10/2022
Date Created:: 2022
License:: Open Data Commons Public Domain Dedication and License (PDDL)

9. central_pma_climate15.csv

Type:: Dataset
Description/Abstract:: The data files in this collection are for datasets: Document Count: 5,000 documents Corpus: (one of) Caselaw (cas) / Pubmed Abstracts (pma) / Pubmed Central (pmc) Search Term: (one of) Climate / Earth / Environmental / Pollution Networked Models at Topic Counts: 15, 20 The filename convention is: central_datasetAcronym_searchTerm,topicCount.csv Each row = one topic-node of the networked model The columns in each CSV include: Edges: Connection threshold [e.g. 25% means that row depicts nodes' centrality when the edges in the graph are in the top quartile of strength] ID: Unique ID for the topic-node in the networked model Score: The betweenness centrality score of that topic-node Terms: The top terms of the topic-node
Creator/Author:: McCabe, Erin E.
Submitter:: Erin E. McCabe
Date Uploaded:: 08/10/2022
Date Modified:: 08/10/2022
Date Created:: 2022
License:: Open Data Commons Public Domain Dedication and License (PDDL)

10. central_pmc_pollution20.csv

Type:: Dataset
Description/Abstract:: The data files in this collection are for datasets: Document Count: 5,000 documents Corpus: (one of) Caselaw (cas) / Pubmed Abstracts (pma) / Pubmed Central (pmc) Search Term: (one of) Climate / Earth / Environmental / Pollution Networked Models at Topic Counts: 15, 20 The filename convention is: central_datasetAcronym_searchTerm,topicCount.csv Each row = one topic-node of the networked model The columns in each CSV include: Edges: Connection threshold [e.g. 25% means that row depicts nodes' centrality when the edges in the graph are in the top quartile of strength] ID: Unique ID for the topic-node in the networked model Score: The betweenness centrality score of that topic-node Terms: The top terms of the topic-node
Creator/Author:: McCabe, Erin E.
Submitter:: Erin E. McCabe
Date Uploaded:: 08/10/2022
Date Modified:: 08/10/2022
Date Created:: 2022
License:: Open Data Commons Public Domain Dedication and License (PDDL)

11. central_pmc_pollution15.csv

Type:: Dataset
Description/Abstract:: The data files in this collection are for datasets: Document Count: 5,000 documents Corpus: (one of) Caselaw (cas) / Pubmed Abstracts (pma) / Pubmed Central (pmc) Search Term: (one of) Climate / Earth / Environmental / Pollution Networked Models at Topic Counts: 15, 20 The filename convention is: central_datasetAcronym_searchTerm,topicCount.csv Each row = one topic-node of the networked model The columns in each CSV include: Edges: Connection threshold [e.g. 25% means that row depicts nodes' centrality when the edges in the graph are in the top quartile of strength] ID: Unique ID for the topic-node in the networked model Score: The betweenness centrality score of that topic-node Terms: The top terms of the topic-node
Creator/Author:: McCabe, Erin E.
Submitter:: Erin E. McCabe
Date Uploaded:: 08/10/2022
Date Modified:: 08/10/2022
Date Created:: 2022
License:: Open Data Commons Public Domain Dedication and License (PDDL)

12. central_pmc_environmental15.csv

Type:: Dataset
Description/Abstract:: The data files in this collection are for datasets: Document Count: 5,000 documents Corpus: (one of) Caselaw (cas) / Pubmed Abstracts (pma) / Pubmed Central (pmc) Search Term: (one of) Climate / Earth / Environmental / Pollution Networked Models at Topic Counts: 15, 20 The filename convention is: central_datasetAcronym_searchTerm,topicCount.csv Each row = one topic-node of the networked model The columns in each CSV include: Edges: Connection threshold [e.g. 25% means that row depicts nodes' centrality when the edges in the graph are in the top quartile of strength] ID: Unique ID for the topic-node in the networked model Score: The betweenness centrality score of that topic-node Terms: The top terms of the topic-node
Creator/Author:: McCabe, Erin E.
Submitter:: Erin E. McCabe
Date Uploaded:: 08/10/2022
Date Modified:: 08/10/2022
Date Created:: 2022
License:: Open Data Commons Public Domain Dedication and License (PDDL)

13. central_pmc_environmental20.csv

Type:: Dataset
Description/Abstract:: The data files in this collection are for datasets: Document Count: 5,000 documents Corpus: (one of) Caselaw (cas) / Pubmed Abstracts (pma) / Pubmed Central (pmc) Search Term: (one of) Climate / Earth / Environmental / Pollution Networked Models at Topic Counts: 15, 20 The filename convention is: central_datasetAcronym_searchTerm,topicCount.csv Each row = one topic-node of the networked model The columns in each CSV include: Edges: Connection threshold [e.g. 25% means that row depicts nodes' centrality when the edges in the graph are in the top quartile of strength] ID: Unique ID for the topic-node in the networked model Score: The betweenness centrality score of that topic-node Terms: The top terms of the topic-node
Creator/Author:: McCabe, Erin E.
Submitter:: Erin E. McCabe
Date Uploaded:: 08/10/2022
Date Modified:: 08/10/2022
Date Created:: 2022
License:: Open Data Commons Public Domain Dedication and License (PDDL)

14. central_pmc_climate20.csv

Type:: Dataset
Description/Abstract:: The data files in this collection are for datasets: Document Count: 5,000 documents Corpus: (one of) Caselaw (cas) / Pubmed Abstracts (pma) / Pubmed Central (pmc) Search Term: (one of) Climate / Earth / Environmental / Pollution Networked Models at Topic Counts: 15, 20 The filename convention is: central_datasetAcronym_searchTerm,topicCount.csv Each row = one topic-node of the networked model The columns in each CSV include: Edges: Connection threshold [e.g. 25% means that row depicts nodes' centrality when the edges in the graph are in the top quartile of strength] ID: Unique ID for the topic-node in the networked model Score: The betweenness centrality score of that topic-node Terms: The top terms of the topic-node
Creator/Author:: McCabe, Erin E.
Submitter:: Erin E. McCabe
Date Uploaded:: 08/10/2022
Date Modified:: 08/10/2022
Date Created:: 2022
License:: Open Data Commons Public Domain Dedication and License (PDDL)

15. central_pmc_climate15.csv

Type:: Dataset
Description/Abstract:: The data files in this collection are for datasets: Document Count: 5,000 documents Corpus: (one of) Caselaw (cas) / Pubmed Abstracts (pma) / Pubmed Central (pmc) Search Term: (one of) Climate / Earth / Environmental / Pollution Networked Models at Topic Counts: 15, 20 The filename convention is: central_datasetAcronym_searchTerm,topicCount.csv Each row = one topic-node of the networked model The columns in each CSV include: Edges: Connection threshold [e.g. 25% means that row depicts nodes' centrality when the edges in the graph are in the top quartile of strength] ID: Unique ID for the topic-node in the networked model Score: The betweenness centrality score of that topic-node Terms: The top terms of the topic-node
Creator/Author:: McCabe, Erin E.
Submitter:: Erin E. McCabe
Date Uploaded:: 08/10/2022
Date Modified:: 08/10/2022
Date Created:: 2022
License:: Open Data Commons Public Domain Dedication and License (PDDL)

16. central_pmc_earth15.csv

Type:: Dataset
Description/Abstract:: The data files in this collection are for datasets: Document Count: 5,000 documents Corpus: (one of) Caselaw (cas) / Pubmed Abstracts (pma) / Pubmed Central (pmc) Search Term: (one of) Climate / Earth / Environmental / Pollution Networked Models at Topic Counts: 15, 20 The filename convention is: central_datasetAcronym_searchTerm,topicCount.csv Each row = one topic-node of the networked model The columns in each CSV include: Edges: Connection threshold [e.g. 25% means that row depicts nodes' centrality when the edges in the graph are in the top quartile of strength] ID: Unique ID for the topic-node in the networked model Score: The betweenness centrality score of that topic-node Terms: The top terms of the topic-node
Creator/Author:: McCabe, Erin E.
Submitter:: Erin E. McCabe
Date Uploaded:: 08/10/2022
Date Modified:: 08/10/2022
Date Created:: 2022
License:: Open Data Commons Public Domain Dedication and License (PDDL)

17. central_pmc_earth20.csv

Type:: Dataset
Description/Abstract:: The data files in this collection are for datasets: Document Count: 5,000 documents Corpus: (one of) Caselaw (cas) / Pubmed Abstracts (pma) / Pubmed Central (pmc) Search Term: (one of) Climate / Earth / Environmental / Pollution Networked Models at Topic Counts: 15, 20 The filename convention is: central_datasetAcronym_searchTerm,topicCount.csv Each row = one topic-node of the networked model The columns in each CSV include: Edges: Connection threshold [e.g. 25% means that row depicts nodes' centrality when the edges in the graph are in the top quartile of strength] ID: Unique ID for the topic-node in the networked model Score: The betweenness centrality score of that topic-node Terms: The top terms of the topic-node
Creator/Author:: McCabe, Erin E.
Submitter:: Erin E. McCabe
Date Uploaded:: 08/10/2022
Date Modified:: 08/10/2022
Date Created:: 2022
License:: Open Data Commons Public Domain Dedication and License (PDDL)

18. central_pma_pollution15.csv

Type:: Dataset
Description/Abstract:: The data files in this collection are for datasets: Document Count: 5,000 documents Corpus: (one of) Caselaw (cas) / Pubmed Abstracts (pma) / Pubmed Central (pmc) Search Term: (one of) Climate / Earth / Environmental / Pollution Networked Models at Topic Counts: 15, 20 The filename convention is: central_datasetAcronym_searchTerm,topicCount.csv Each row = one topic-node of the networked model The columns in each CSV include: Edges: Connection threshold [e.g. 25% means that row depicts nodes' centrality when the edges in the graph are in the top quartile of strength] ID: Unique ID for the topic-node in the networked model Score: The betweenness centrality score of that topic-node Terms: The top terms of the topic-node
Creator/Author:: McCabe, Erin E.
Submitter:: Erin E. McCabe
Date Uploaded:: 08/10/2022
Date Modified:: 08/10/2022
Date Created:: 2022
License:: Open Data Commons Public Domain Dedication and License (PDDL)

19. central_pma_pollution20.csv

Type:: Dataset
Description/Abstract:: The data files in this collection are for datasets: Document Count: 5,000 documents Corpus: (one of) Caselaw (cas) / Pubmed Abstracts (pma) / Pubmed Central (pmc) Search Term: (one of) Climate / Earth / Environmental / Pollution Networked Models at Topic Counts: 15, 20 The filename convention is: central_datasetAcronym_searchTerm,topicCount.csv Each row = one topic-node of the networked model The columns in each CSV include: Edges: Connection threshold [e.g. 25% means that row depicts nodes' centrality when the edges in the graph are in the top quartile of strength] ID: Unique ID for the topic-node in the networked model Score: The betweenness centrality score of that topic-node Terms: The top terms of the topic-node
Creator/Author:: McCabe, Erin E.
Submitter:: Erin E. McCabe
Date Uploaded:: 08/10/2022
Date Modified:: 08/10/2022
Date Created:: 2022
License:: Open Data Commons Public Domain Dedication and License (PDDL)

20. Coherence_Evaluations - pma_random5k.csv

Type:: Dataset
Description/Abstract:: CSV files containing the topic coherence scoring pertaining to datasets of: DocumentCount = 5,000 Corpus = (one of) Federal Caselaw [cas] / Pubmed-Abstracts [pma] / Pubmed-Central [pmc] SearchTerm[s] = (one of) Earth / Environmental / Climate / Pollution / Random 5k documents of a specific corpus Coherence was scored across every combination of: TopicCount: 10-40 Hyperparameter-Alpha: [0.01, 0.31, 0.61, 0.91, symmetric, asymmetric] Hyperparameter-Beta: [0.01, 0.31, 0.61, 0.91, automatic, symmetric] The columns in this file include: Validation_Set: Which search term this scoring pertains to Topics: Number of topics in the model Alpha: Hyperparameter alpha selection from the 6 options above Beta: Hyperparameter beta selection from the 6 options above Coherence: The topic coherence score for the given model-row Perplexity: The perplexity score for the given model-row
Creator/Author:: McCabe, Erin E.
Submitter:: Erin E. McCabe
Date Uploaded:: 08/10/2022
Date Modified:: 08/10/2022
Date Created:: 2022
License:: Open Data Commons Public Domain Dedication and License (PDDL)

21. Coherence_Evaluations - pmc_random5k.csv

Type:: Dataset
Description/Abstract:: CSV files containing the topic coherence scoring pertaining to datasets of: DocumentCount = 5,000 Corpus = (one of) Federal Caselaw [cas] / Pubmed-Abstracts [pma] / Pubmed-Central [pmc] SearchTerm[s] = (one of) Earth / Environmental / Climate / Pollution / Random 5k documents of a specific corpus Coherence was scored across every combination of: TopicCount: 10-40 Hyperparameter-Alpha: [0.01, 0.31, 0.61, 0.91, symmetric, asymmetric] Hyperparameter-Beta: [0.01, 0.31, 0.61, 0.91, automatic, symmetric] The columns in this file include: Validation_Set: Which search term this scoring pertains to Topics: Number of topics in the model Alpha: Hyperparameter alpha selection from the 6 options above Beta: Hyperparameter beta selection from the 6 options above Coherence: The topic coherence score for the given model-row Perplexity: The perplexity score for the given model-row
Creator/Author:: McCabe, Erin E.
Submitter:: Erin E. McCabe
Date Uploaded:: 08/10/2022
Date Modified:: 08/10/2022
Date Created:: 2022
License:: Open Data Commons Public Domain Dedication and License (PDDL)

22. Coherence_Evaluations - pmc_climate.csv

Type:: Dataset
Description/Abstract:: CSV files containing the topic coherence scoring pertaining to datasets of: DocumentCount = 5,000 Corpus = (one of) Federal Caselaw [cas] / Pubmed-Abstracts [pma] / Pubmed-Central [pmc] SearchTerm[s] = (one of) Earth / Environmental / Climate / Pollution / Random 5k documents of a specific corpus Coherence was scored across every combination of: TopicCount: 10-40 Hyperparameter-Alpha: [0.01, 0.31, 0.61, 0.91, symmetric, asymmetric] Hyperparameter-Beta: [0.01, 0.31, 0.61, 0.91, automatic, symmetric] The columns in this file include: Validation_Set: Which search term this scoring pertains to Topics: Number of topics in the model Alpha: Hyperparameter alpha selection from the 6 options above Beta: Hyperparameter beta selection from the 6 options above Coherence: The topic coherence score for the given model-row Perplexity: The perplexity score for the given model-row
Creator/Author:: McCabe, Erin E.
Submitter:: Erin E. McCabe
Date Uploaded:: 08/10/2022
Date Modified:: 08/10/2022
Date Created:: 2022
License:: Open Data Commons Public Domain Dedication and License (PDDL)

23. Coherence_Evaluations - pmc_earth.csv

Type:: Dataset
Description/Abstract:: CSV files containing the topic coherence scoring pertaining to datasets of: DocumentCount = 5,000 Corpus = (one of) Federal Caselaw [cas] / Pubmed-Abstracts [pma] / Pubmed-Central [pmc] SearchTerm[s] = (one of) Earth / Environmental / Climate / Pollution / Random 5k documents of a specific corpus Coherence was scored across every combination of: TopicCount: 10-40 Hyperparameter-Alpha: [0.01, 0.31, 0.61, 0.91, symmetric, asymmetric] Hyperparameter-Beta: [0.01, 0.31, 0.61, 0.91, automatic, symmetric] The columns in this file include: Validation_Set: Which search term this scoring pertains to Topics: Number of topics in the model Alpha: Hyperparameter alpha selection from the 6 options above Beta: Hyperparameter beta selection from the 6 options above Coherence: The topic coherence score for the given model-row Perplexity: The perplexity score for the given model-row
Creator/Author:: McCabe, Erin E.
Submitter:: Erin E. McCabe
Date Uploaded:: 08/10/2022
Date Modified:: 08/10/2022
Date Created:: 2022
License:: Open Data Commons Public Domain Dedication and License (PDDL)

24. Coherence_Evaluations - pmc_environmental.csv

Type:: Dataset
Description/Abstract:: CSV files containing the topic coherence scoring pertaining to datasets of: DocumentCount = 5,000 Corpus = (one of) Federal Caselaw [cas] / Pubmed-Abstracts [pma] / Pubmed-Central [pmc] SearchTerm[s] = (one of) Earth / Environmental / Climate / Pollution / Random 5k documents of a specific corpus Coherence was scored across every combination of: TopicCount: 10-40 Hyperparameter-Alpha: [0.01, 0.31, 0.61, 0.91, symmetric, asymmetric] Hyperparameter-Beta: [0.01, 0.31, 0.61, 0.91, automatic, symmetric] The columns in this file include: Validation_Set: Which search term this scoring pertains to Topics: Number of topics in the model Alpha: Hyperparameter alpha selection from the 6 options above Beta: Hyperparameter beta selection from the 6 options above Coherence: The topic coherence score for the given model-row Perplexity: The perplexity score for the given model-row
Creator/Author:: McCabe, Erin E.
Submitter:: Erin E. McCabe
Date Uploaded:: 08/10/2022
Date Modified:: 08/10/2022
Date Created:: 2022
License:: Open Data Commons Public Domain Dedication and License (PDDL)

25. Coherence_Evaluations - pma_pollution.csv

Type:: Dataset
Description/Abstract:: CSV files containing the topic coherence scoring pertaining to datasets of: DocumentCount = 5,000 Corpus = (one of) Federal Caselaw [cas] / Pubmed-Abstracts [pma] / Pubmed-Central [pmc] SearchTerm[s] = (one of) Earth / Environmental / Climate / Pollution / Random 5k documents of a specific corpus Coherence was scored across every combination of: TopicCount: 10-40 Hyperparameter-Alpha: [0.01, 0.31, 0.61, 0.91, symmetric, asymmetric] Hyperparameter-Beta: [0.01, 0.31, 0.61, 0.91, automatic, symmetric] The columns in this file include: Validation_Set: Which search term this scoring pertains to Topics: Number of topics in the model Alpha: Hyperparameter alpha selection from the 6 options above Beta: Hyperparameter beta selection from the 6 options above Coherence: The topic coherence score for the given model-row Perplexity: The perplexity score for the given model-row
Creator/Author:: McCabe, Erin E.
Submitter:: Erin E. McCabe
Date Uploaded:: 08/10/2022
Date Modified:: 08/10/2022
Date Created:: 2022
License:: Open Data Commons Public Domain Dedication and License (PDDL)

26. Coherence_Evaluations - cas_climate.csv

Type:: Dataset
Description/Abstract:: CSV files containing the topic coherence scoring pertaining to datasets of: DocumentCount = 5,000 Corpus = (one of) Federal Caselaw [cas] / Pubmed-Abstracts [pma] / Pubmed-Central [pmc] SearchTerm[s] = (one of) Earth / Environmental / Climate / Pollution / Random 5k documents of a specific corpus Coherence was scored across every combination of: TopicCount: 10-40 Hyperparameter-Alpha: [0.01, 0.31, 0.61, 0.91, symmetric, asymmetric] Hyperparameter-Beta: [0.01, 0.31, 0.61, 0.91, automatic, symmetric] The columns in this file include: Validation_Set: Which search term this scoring pertains to Topics: Number of topics in the model Alpha: Hyperparameter alpha selection from the 6 options above Beta: Hyperparameter beta selection from the 6 options above Coherence: The topic coherence score for the given model-row Perplexity: The perplexity score for the given model-row
Creator/Author:: McCabe, Erin E.
Submitter:: Erin E. McCabe
Date Uploaded:: 08/10/2022
Date Modified:: 08/10/2022
Date Created:: 2022
License:: Open Data Commons Public Domain Dedication and License (PDDL)

27. Coherence_Evaluations - pmc_pollution.csv

Type:: Dataset
Description/Abstract:: CSV files containing the topic coherence scoring pertaining to datasets of: DocumentCount = 5,000 Corpus = (one of) Federal Caselaw [cas] / Pubmed-Abstracts [pma] / Pubmed-Central [pmc] SearchTerm[s] = (one of) Earth / Environmental / Climate / Pollution / Random 5k documents of a specific corpus Coherence was scored across every combination of: TopicCount: 10-40 Hyperparameter-Alpha: [0.01, 0.31, 0.61, 0.91, symmetric, asymmetric] Hyperparameter-Beta: [0.01, 0.31, 0.61, 0.91, automatic, symmetric] The columns in this file include: Validation_Set: Which search term this scoring pertains to Topics: Number of topics in the model Alpha: Hyperparameter alpha selection from the 6 options above Beta: Hyperparameter beta selection from the 6 options above Coherence: The topic coherence score for the given model-row Perplexity: The perplexity score for the given model-row
Creator/Author:: McCabe, Erin E.
Submitter:: Erin E. McCabe
Date Uploaded:: 08/10/2022
Date Modified:: 08/10/2022
Date Created:: 2022
License:: Open Data Commons Public Domain Dedication and License (PDDL)

28. Coherence_Evaluations - pma_earth.csv

Type:: Dataset
Description/Abstract:: CSV files containing the topic coherence scoring pertaining to datasets of: DocumentCount = 5,000 Corpus = (one of) Federal Caselaw [cas] / Pubmed-Abstracts [pma] / Pubmed-Central [pmc] SearchTerm[s] = (one of) Earth / Environmental / Climate / Pollution / Random 5k documents of a specific corpus Coherence was scored across every combination of: TopicCount: 10-40 Hyperparameter-Alpha: [0.01, 0.31, 0.61, 0.91, symmetric, asymmetric] Hyperparameter-Beta: [0.01, 0.31, 0.61, 0.91, automatic, symmetric] The columns in this file include: Validation_Set: Which search term this scoring pertains to Topics: Number of topics in the model Alpha: Hyperparameter alpha selection from the 6 options above Beta: Hyperparameter beta selection from the 6 options above Coherence: The topic coherence score for the given model-row Perplexity: The perplexity score for the given model-row
Creator/Author:: McCabe, Erin E.
Submitter:: Erin E. McCabe
Date Uploaded:: 08/10/2022
Date Modified:: 08/10/2022
Date Created:: 2022
License:: Open Data Commons Public Domain Dedication and License (PDDL)

29. Coherence_Evaluations - cas_earth.csv

Type:: Dataset
Description/Abstract:: CSV files containing the topic coherence scoring pertaining to datasets of: DocumentCount = 5,000 Corpus = (one of) Federal Caselaw [cas] / Pubmed-Abstracts [pma] / Pubmed-Central [pmc] SearchTerm[s] = (one of) Earth / Environmental / Climate / Pollution / Random 5k documents of a specific corpus Coherence was scored across every combination of: TopicCount: 10-40 Hyperparameter-Alpha: [0.01, 0.31, 0.61, 0.91, symmetric, asymmetric] Hyperparameter-Beta: [0.01, 0.31, 0.61, 0.91, automatic, symmetric] The columns in this file include: Validation_Set: Which search term this scoring pertains to Topics: Number of topics in the model Alpha: Hyperparameter alpha selection from the 6 options above Beta: Hyperparameter beta selection from the 6 options above Coherence: The topic coherence score for the given model-row Perplexity: The perplexity score for the given model-row
Creator/Author:: McCabe, Erin E.
Submitter:: Erin E. McCabe
Date Uploaded:: 08/10/2022
Date Modified:: 08/10/2022
Date Created:: 2022
License:: Open Data Commons Public Domain Dedication and License (PDDL)

30. Coherence_Evaluations - cas_pollution.csv

Type:: Dataset
Description/Abstract:: CSV files containing the topic coherence scoring pertaining to datasets of: DocumentCount = 5,000 Corpus = (one of) Federal Caselaw [cas] / Pubmed-Abstracts [pma] / Pubmed-Central [pmc] SearchTerm[s] = (one of) Earth / Environmental / Climate / Pollution / Random 5k documents of a specific corpus Coherence was scored across every combination of: TopicCount: 10-40 Hyperparameter-Alpha: [0.01, 0.31, 0.61, 0.91, symmetric, asymmetric] Hyperparameter-Beta: [0.01, 0.31, 0.61, 0.91, automatic, symmetric] The columns in this file include: Validation_Set: Which search term this scoring pertains to Topics: Number of topics in the model Alpha: Hyperparameter alpha selection from the 6 options above Beta: Hyperparameter beta selection from the 6 options above Coherence: The topic coherence score for the given model-row Perplexity: The perplexity score for the given model-row
Creator/Author:: McCabe, Erin E.
Submitter:: Erin E. McCabe
Date Uploaded:: 08/10/2022
Date Modified:: 08/10/2022
Date Created:: 2022
License:: Open Data Commons Public Domain Dedication and License (PDDL)

31. Coherence_Evaluations - cas_environmental.csv

Type:: Dataset
Description/Abstract:: CSV files containing the topic coherence scoring pertaining to datasets of: DocumentCount = 5,000 Corpus = (one of) Federal Caselaw [cas] / Pubmed-Abstracts [pma] / Pubmed-Central [pmc] SearchTerm[s] = (one of) Earth / Environmental / Climate / Pollution / Random 5k documents of a specific corpus Coherence was scored across every combination of: TopicCount: 10-40 Hyperparameter-Alpha: [0.01, 0.31, 0.61, 0.91, symmetric, asymmetric] Hyperparameter-Beta: [0.01, 0.31, 0.61, 0.91, automatic, symmetric] The columns in this file include: Validation_Set: Which search term this scoring pertains to Topics: Number of topics in the model Alpha: Hyperparameter alpha selection from the 6 options above Beta: Hyperparameter beta selection from the 6 options above Coherence: The topic coherence score for the given model-row Perplexity: The perplexity score for the given model-row
Creator/Author:: McCabe, Erin E.
Submitter:: Erin E. McCabe
Date Uploaded:: 08/10/2022
Date Modified:: 08/10/2022
Date Created:: 2022
License:: Open Data Commons Public Domain Dedication and License (PDDL)

32. Coherence_Evaluations - pma_environmental.csv

Type:: Dataset
Description/Abstract:: CSV files containing the topic coherence scoring pertaining to datasets of: DocumentCount = 5,000 Corpus = (one of) Federal Caselaw [cas] / Pubmed-Abstracts [pma] / Pubmed-Central [pmc] SearchTerm[s] = (one of) Earth / Environmental / Climate / Pollution / Random 5k documents of a specific corpus Coherence was scored across every combination of: TopicCount: 10-40 Hyperparameter-Alpha: [0.01, 0.31, 0.61, 0.91, symmetric, asymmetric] Hyperparameter-Beta: [0.01, 0.31, 0.61, 0.91, automatic, symmetric] The columns in this file include: Validation_Set: Which search term this scoring pertains to Topics: Number of topics in the model Alpha: Hyperparameter alpha selection from the 6 options above Beta: Hyperparameter beta selection from the 6 options above Coherence: The topic coherence score for the given model-row Perplexity: The perplexity score for the given model-row
Creator/Author:: McCabe, Erin E.
Submitter:: Erin E. McCabe
Date Uploaded:: 08/10/2022
Date Modified:: 08/10/2022
Date Created:: 2022
License:: Open Data Commons Public Domain Dedication and License (PDDL)

33. Coherence_Evaluations - cas_random5k.csv

Type:: Dataset
Description/Abstract:: CSV files containing the topic coherence scoring pertaining to datasets of: DocumentCount = 5,000 Corpus = (one of) Federal Caselaw [cas] / Pubmed-Abstracts [pma] / Pubmed-Central [pmc] SearchTerm[s] = (one of) Earth / Environmental / Climate / Pollution / Random 5k documents of a specific corpus Coherence was scored across every combination of: TopicCount: 10-40 Hyperparameter-Alpha: [0.01, 0.31, 0.61, 0.91, symmetric, asymmetric] Hyperparameter-Beta: [0.01, 0.31, 0.61, 0.91, automatic, symmetric] The columns in this file include: Validation_Set: Which search term this scoring pertains to Topics: Number of topics in the model Alpha: Hyperparameter alpha selection from the 6 options above Beta: Hyperparameter beta selection from the 6 options above Coherence: The topic coherence score for the given model-row Perplexity: The perplexity score for the given model-row
Creator/Author:: McCabe, Erin E.
Submitter:: Erin E. McCabe
Date Uploaded:: 08/10/2022
Date Modified:: 08/10/2022
Date Created:: 2022
License:: Open Data Commons Public Domain Dedication and License (PDDL)

34. Coherence_Evaluations - pma_climate.csv

Type:: Dataset
Description/Abstract:: CSV files containing the topic coherence scoring pertaining to datasets of: DocumentCount = 5,000 Corpus = (one of) Federal Caselaw [cas] / Pubmed-Abstracts [pma] / Pubmed-Central [pmc] SearchTerm[s] = (one of) Earth / Environmental / Climate / Pollution / Random 5k documents of a specific corpus Coherence was scored across every combination of: TopicCount: 10-40 Hyperparameter-Alpha: [0.01, 0.31, 0.61, 0.91, symmetric, asymmetric] Hyperparameter-Beta: [0.01, 0.31, 0.61, 0.91, automatic, symmetric] The columns in this file include: Validation_Set: Which search term this scoring pertains to Topics: Number of topics in the model Alpha: Hyperparameter alpha selection from the 6 options above Beta: Hyperparameter beta selection from the 6 options above Coherence: The topic coherence score for the given model-row Perplexity: The perplexity score for the given model-row
Creator/Author:: McCabe, Erin E.
Submitter:: Erin E. McCabe
Date Uploaded:: 08/10/2022
Date Modified:: 08/10/2022
Date Created:: 2022
License:: Open Data Commons Public Domain Dedication and License (PDDL)

35. Poetry Foundation Metadata

Type:: Dataset
Description/Abstract:: This file contains poet metadata for a dataset of poems collected from Poetry Foundation. This metadata relates to a poetry corpus collected from Kaggle available on that site: https://www.kaggle.com/datasets/ultrajack/modern-renaissance-poetry Sean Ayres collected publication metadata and generated other relevant metadata fields based on his subject matter expertise. The original Kaggle poetry dataset contains approximately X lines of poetry. The metadata for this dataset references X poets
Creator/Author:: Ayres, Sean and McCabe, Erin E.
Submitter:: Erin E. McCabe
Date Uploaded:: 07/11/2022
Date Modified:: 07/11/2022
Date Created:: 2022
License:: Open Data Commons Attribution License (ODC-By)

36. Project Gutenberg Poetry Metadata

Type:: Dataset
Description/Abstract:: This file contains book metadata for a Project Gutenberg dataset of poetry metadata. This metadata relates to a poetry corpus collected by Allison Parrish available on GitHub: https://github.com/aparrish/gutenberg-poetry-corpus Sean Ayres collected the publication metadata and generated other relevant metadata fields based on his subject matter expertise. The poetry dataset contains approximately three million lines of poetry The metadata for the dataset references X hundreds of books.
Creator/Author:: Ayres, Sean; McCabe, Erin E., and Parrish, Allison
Submitter:: Erin E. McCabe
Date Uploaded:: 07/11/2022
Date Modified:: 07/11/2022
Date Created:: 2022
License:: Open Data Commons Attribution License (ODC-By)

37. Examining the energy performance of older and historic building using municipal benchmarking data

Type:: Article
Description/Abstract:: Until recently, nationally representative survey data has been the primary source of information on the energy performance of buildings in the U.S., relative to their year of construction. The emergence of municipal energy benchmarking ordinances and public availability of benchmarking datasets now makes it possible to explore these relationships at the local level, and to link this data with information about a building’s historic designation status. This paper presents results from an initial statistical analysis examining the relationships between building energy use, year of construction, and historic designation status. First, municipal benchmarking data from six U.S. cities is used to examine local trends in the relationship between building age and energy performance. Second, an exploratory analysis of the energy performance of designated historic compared to non-historic buildings in New York City is presented. The methods described in this paper could be applied more widely to benchmarking datasets from other cities.
Creator/Author:: Webb, Amanda; M. David Burton, and Beckett, Lauren
Submitter:: Amanda Webb
Date Uploaded:: 05/26/2022
Date Modified:: 05/26/2022
Date Created:: 2018-09-26
License:: Attribution 4.0 International

38. Utility terrain vehicle (UTV)

Type:: Student Work
Description/Abstract:: Senior design capstone report
Creator/Author:: Clingerman, Spencer
Submitter:: CEAS Library Staff
Date Uploaded:: 05/16/2022
Date Modified:: 05/17/2022
License:: Attribution-NonCommercial-NoDerivs 4.0 International

39. Utility terrain vehicle (UTV)

Type:: Student Work
Description/Abstract:: Senior design capstone report
Creator/Author:: Chaudhry, Nabeel
Submitter:: CEAS Library Staff
Date Uploaded:: 05/17/2022
Date Modified:: 05/17/2022
License:: Attribution-NonCommercial-NoDerivs 4.0 International

40. Utility terrain vehicle (UTV)

Type:: Student Work
Description/Abstract:: Senior design capstone report
Creator/Author:: Salehpour, Kaevon
Submitter:: CEAS Library Staff
Date Uploaded:: 05/17/2022
Date Modified:: 05/17/2022
License:: Attribution-NonCommercial-NoDerivs 4.0 International

41. NKWD reservoir sedimentation control at the Fort Thomas treatment plant north reservoir

Type:: Student Work
Description/Abstract:: Senior design capstone report
Creator/Author:: Organiscak, Aaron; DeForest, Claire; Grigger, David; Atha, Cameron, and Orth, David
Submitter:: CEAS Library Staff
Date Uploaded:: 05/12/2022
Date Modified:: 05/12/2022
License:: Attribution-NonCommercial-NoDerivs 4.0 International

42. Analysis of MSD float control to prevent sewer surcharge in combined sewers

Type:: Student Work
Description/Abstract:: Senior design capstone report
Creator/Author:: Cummings, Ian; Kurtz, Patrick; Loehr, Kathryn; Lods, Nicole, and Maldonado, Zoe
Submitter:: CEAS Library Staff
Date Uploaded:: 05/12/2022
Date Modified:: 05/12/2022
License:: Attribution-NonCommercial-NoDerivs 4.0 International

43. An electronic input system for saltwater animal enclosures

Type:: Student Work
Description/Abstract:: Senior design capstone report
Creator/Author:: Carroll, Brandon; Collum, Nathaniel; Lampert, Hayden, and Dombrosky, Chris
Submitter:: CEAS Library Staff
Date Uploaded:: 05/04/2022
Date Modified:: 05/12/2022
License:: Attribution-NonCommercial-NoDerivs 4.0 International

44. Enzymatic Recycling of Polyethylene Terephthalate

Type:: Image
Description/Abstract:: The goal of this project was to research and propose the implementation of a polyethylene terephthalate (PET) recycling plant. The recommended process is recycling PET flakes into its base polymers and monomers via a hydrolase enzyme biocatalyst. The current design with supporting utilities and operations has an estimated total capital investment of $54.68 million dollars. The team recommends selling terephthalic acid (rTPA) at $2.21 per kilogram to reach a net present value of $0 after 10 years. This price is not yet competitive with the current market of virgin TPA, which historically has been between $1.00 and $1.50 per kilogram. This process also produces liquid ethylene glycol (EG) and sodium sulfate salt (SS) that can be sold as co-products. The return on investment (ROI) is 24.4% and the venture profit is $1.34 million. Future work includes further optimization of rTPA pricing, on-site wastewater treatment, unit operation modification, and further lab development and research regarding the biocatalyst enzyme
Creator/Author:: Sauls, Amanda; Ker, Chelsea; Brandes, Miread; McCluskey, Margaret , and Newman, Robert
Submitter:: Stephen W. Thiel
Date Uploaded:: 04/25/2022
Date Modified:: 05/09/2022
Date Created:: 2022-04
License:: All rights reserved

45. NFPA-FPVC hydraulic bike

Type:: Student Work
Description/Abstract:: Senior design capstone report
Creator/Author:: Stephenson, Kirk; Gilbertsen, Ian; Blickensderfer, Nathan; Walsh, Brandon, and Selby, Zachary
Submitter:: CEAS Library Staff
Date Uploaded:: 05/03/2022
Date Modified:: 05/05/2022
License:: Attribution-NonCommercial-NoDerivs 4.0 International

46. Solar panel tracking sun for maximum efficiency

Type:: Student Work
Description/Abstract:: Senior design capstone report
Creator/Author:: Cheng, Yubo; Yu, Mohan, and Zhang, Yuexuan
Submitter:: CEAS Library Staff
Date Uploaded:: 05/04/2022
Date Modified:: 05/04/2022
License:: Attribution-NonCommercial-NoDerivs 4.0 International

47. 2021-22 UC CEAS 15lb battlebot team

Type:: Student Work
Description/Abstract:: Senior design capstone report
Creator/Author:: Murphy, Joseph; Hoffmann, Jacob, and Tran, Henry
Submitter:: CEAS Library Staff
Date Uploaded:: 05/04/2022
Date Modified:: 05/04/2022
License:: Attribution-NonCommercial-NoDerivs 4.0 International

48. Bearcat solar car

Type:: Student Work
Description/Abstract:: Senior design capstone report
Creator/Author:: Name, William; Brassfield, Michael; Wiegandt, Matt; Nieschwitz, Stefan; Meiners, David; Yasin, Ayaaz; Bitner, Josh; Morrow, Ben, and Aldridge, Cameron
Submitter:: CEAS Library Staff
Date Uploaded:: 05/04/2022
Date Modified:: 05/04/2022
License:: Attribution-NonCommercial-NoDerivs 4.0 International

49. 4-Wheel independent steering "swerve drive"

Type:: Student Work
Description/Abstract:: Senior design capstone report
Creator/Author:: Poulos, Nick; DeNoma, Benjamin, and Kendall, Michael
Submitter:: CEAS Library Staff
Date Uploaded:: 05/04/2022
Date Modified:: 05/04/2022
License:: Attribution-NonCommercial-NoDerivs 4.0 International

50. Guitar with modular pickups

Type:: Student Work
Description/Abstract:: Senior design capstone report
Creator/Author:: Beavers-Santos, Jacob
Submitter:: CEAS Library Staff
Date Uploaded:: 05/04/2022
Date Modified:: 05/04/2022
License:: Attribution-NonCommercial-NoDerivs 4.0 International

51. NASA robotic jumping leg project

Type:: Student Work
Description/Abstract:: Senior design capstone report
Creator/Author:: Maltry, James; Lape, Dillon, and Fairbanks, Joseph
Submitter:: CEAS Library Staff
Date Uploaded:: 05/04/2022
Date Modified:: 05/04/2022
License:: Attribution-NonCommercial-NoDerivs 4.0 International

52. NASA robotic jumping leg project

Type:: Student Work
Description/Abstract:: Senior design capstone report
Creator/Author:: Lape, Dillon; Maltry, James, and Fairbanks, Joseph
Submitter:: CEAS Library Staff
Date Uploaded:: 05/03/2022
Date Modified:: 05/03/2022
License:: Attribution-NonCommercial-NoDerivs 4.0 International

53. Robot cell infeed

Type:: Student Work
Description/Abstract:: Senior design capstone report
Creator/Author:: Mollman, Jacob
Submitter:: CEAS Library Staff
Date Uploaded:: 05/03/2022
Date Modified:: 05/03/2022
License:: Attribution-NonCommercial-NoDerivs 4.0 International

54. SAE baja-front suspension redesign

Type:: Student Work
Description/Abstract:: Senior design capstone report
Creator/Author:: George, Bailey
Submitter:: CEAS Library Staff
Date Uploaded:: 05/03/2022
Date Modified:: 05/03/2022
License:: Attribution-NonCommercial-NoDerivs 4.0 International

55. CRANE ChemPharma and energy: plug measurement system

Type:: Student Work
Description/Abstract:: Senior design capstone report
Creator/Author:: Gastineau, Hunter
Submitter:: CEAS Library Staff
Date Uploaded:: 05/03/2022
Date Modified:: 05/03/2022
License:: Attribution-NonCommercial-NoDerivs 4.0 International

56. OneWheel Redesign

Type:: Student Work
Description/Abstract:: Senior design capstone report
Creator/Author:: Poole, Alex; Gregory, Spencer, and Knights Quoran
Submitter:: CEAS Library Staff
Date Uploaded:: 05/03/2022
Date Modified:: 05/03/2022
License:: Attribution-NonCommercial-NoDerivs 4.0 International

57. Glass ampoule filling machine

Type:: Student Work
Description/Abstract:: Senior design capstone report
Creator/Author:: Gebara, Leah and Sage, Lainey
Submitter:: CEAS Library Staff
Date Uploaded:: 05/03/2022
Date Modified:: 05/03/2022
License:: Attribution-NonCommercial-NoDerivs 4.0 International

58. Clarity and Ambiguity in Félix Bracquemond’s View of Reality: Le Haut d’un battant de porte (The Top of a Door)

Type:: Student Work
Description/Abstract:: This essay investigates the complex subject matter and the significance of Félix Bracquemond’s etching Le Haut d’un battant de porte (The Top of a Door) through a biographical approach, visual analysis, and examination of the artist’s creative process and intentions. The investigation demonstrates that this etching is not only unusual for its clarity, but also for its ambiguity. The seemingly contradictory yet complementary characteristics – clarity and ambiguity – coexist in this work. It is the coexistence and interaction of clarity and ambiguity that makes this work more significant and intriguing.
Creator/Author:: Lai, Sufang
Submitter:: Sufang Lai
Date Uploaded:: 03/31/2022
Date Modified:: 04/21/2022
Date Created:: 2022-04-20
License:: All rights reserved

59. Max Pechstein: Seeking Change Through Das Vater Unser

Type:: Document
Description/Abstract:: Art History Thesis
Creator/Author:: Kumar, Mika
Submitter:: Mika Kumar
Date Uploaded:: 04/20/2022
Date Modified:: 04/20/2022
Date Created:: 2022-04-21
License:: Open Data Commons Public Domain Dedication and License (PDDL)

60. Max Pechstein: Seeking Change Through Das Vater Unser

Type:: Document
Description/Abstract:: TEST
Creator/Author:: Kumar, Mika
Submitter:: Mika Kumar
Date Uploaded:: 03/31/2022
Date Modified:: 04/08/2022
License:: All rights reserved

61. Dusty Millers: Rural Representation in 19th Century Movements

Type:: Document
Description/Abstract:: This project analyzes a print from the UC Art Collection called “Dusty Millers” and the amateur artist that created it. Diving into the artist’s biography and relations, this project first aims to understand how the amateur artist went about studying printmaking and how he became an important advocate for the medium in London. Secondly, the project discusses artistic influences from the 19th century that inspired his style and subject matter of his prints that include depictions of rural landscapes and daily labors.
Creator/Author:: Roades, Gracie
Submitter:: Gracie Roades
Date Uploaded:: 04/08/2022
Date Modified:: 04/19/2022
Date Created:: 2022-04-07
License:: All rights reserved

62. Iterations of the RDS Unit_2012-2022

Type:: Document
Description/Abstract:: This document is supplemental materials for the book chapter "Playing in the Same Sandbox: Collaborations on Data Management, Research Technologies, and Research Computing" in the book Cases on Establishing Effective Collaborations in Academic Libraries authored by Amy Koshoffer and Amy Latessa
Creator/Author:: Koshoffer, Amy
Submitter:: Amy Koshoffer
Date Uploaded:: 04/18/2022
Date Modified:: 04/18/2022
Date Created:: 2022-04-18
License:: Attribution-NonCommercial-ShareAlike 4.0 International

63. DRAFT EXHIBITION

Type:: Student Work
Description/Abstract:: Draft of capstone class final project. Includes file of images and wall labels for DRAFT of the exhibition. Includes prints from the UC art collection from the 16th century, 17th century, 18th century, 19th century, and 20th century. The representation of architecture within art is a main theme for artists of all time periods. Within the UC Art Collection, prints display different stylistic approaches from abstract to realistic when portraying architecture. This exhibit will display five prints that compare and contrast the idea of stylistic approach. By viewing these artworks, there is the question as to why artists chose to portray the two types differently. Does the style dictate the importance or function of the architecture? Through exploration, one could say that there is a correlation between the type of architecture and its stylistic rendering. When viewing the examples of the collection, architecture that is considered monumental, such as cathedrals or government buildings, seem to be portrayed with realistic detailing and perspective, leaving no room for artistic expression in the portrayal. On the other hand, common architecture is portrayed with more abstraction but allows more freedom of expression from the artist to interpret the structure. Is one better than the other or do these two separate approaches give their subjects individualized attention to their charms?
Creator/Author:: Roades, Gracie
Submitter:: Gracie Roades
Date Uploaded:: 03/31/2022
Date Modified:: 04/07/2022
Date Created:: 2022-03-31
License:: All rights reserved

64. Artistic Self-Consciousness in Pietro Lorenzetti's Arezzo Altarpiece

Type:: Article
Description/Abstract:: “With his Right Hand”: Signatures, Pictorial Gestures, and Artistic Self-Consciousness in Pietro Lorenzetti’s Arezzo Polyptych Pietro Lorenzetti signed no fewer than nine paintings during his career, more than any other European artist until Jan van Eyck a century later. He also left an unprecedented “double signature” on one work, with the first inscription prominently visible to the public and the second hidden and known only to the painter. Written along the lower edge of altarpieces and panels, Lorenzetti’s signatures are usually simple and concise, following formulas previously adopted by medieval Italian artists. But two of his earliest inscriptions, on the Cortona Madonna (ca. 1315) and Arezzo Polyptych (1320-1324), differ by including the word “dextra”: “Petrus Laurentii hanc pinxit dextra senensis.” These signatures can be translated as “Pietro di Lorenzo of Siena painted this [work] with his right hand.” Like his unparalleled proclivity for signing paintings, Lorenzetti’s use of “dextra” in these inscriptions can inform us about his specific works, pictorial language and artistic personality. By stating that the Arezzo Polyptych was painted “with his right hand,” Lorenzetti naturally drew attention to his manual dexterity and the glorious product of his extensive handiwork. Simultaneously it put Lorenzetti’s paintings in relation to the work of esteemed artists such as Giunta Pisano who had already referred to their own expert hands in their signatures. If we look at the Arezzo Polyptych’s content, Lorenzetti’s “dextra” encourages viewers to consider the formal connections between the artist’s hand and the hands of figures he painted, including the dextra Dei depicted in the Annunciation and the pointing hand of John the Baptist indicating the Christ Child, both of which are vertically aligned with Pietro’s signature. Such visual resonances between text and image suggest that Lorenzetti was self-consciously linking his creative act with the divine work of God and the saints. What inspired Lorenzetti to sign so many of his paintings, and, on occasion, to do so in such a self-aggrandizing way? The painter was surrounded by several significant artists who created prominent works with signatures. They include Giunta Pisano, Margaritone d’Arezzo, Giovanni Pisano, and Duccio, and if Lorenzetti did not collaborate directly with them, he surely would have seen their paintings and sculptures in Arezzo, Assisi, Siena, and elsewhere. Moreover, having secured at a young age several highly important commissions in Tuscany and Umbria, including the fresco cycle in the left transept of the Lower Church at Assisi, Lorenzetti would have had more than enough self-confidence to inscribe himself—and his right hand—into the Arezzo Polyptych.
Creator/Author:: Platts, Christopher
Submitter:: Christopher Platts
Date Uploaded:: 03/25/2022
Date Modified:: 03/25/2022
Date Created:: 2019-01-01
License:: Public Domain Mark 1.0

65. Force-displacement respose of porcine meniscus in no-slip uniaxial compression

Type:: Dataset
Description/Abstract:: This dataset details the force-displacement response of porcine meniscus in no-slip uniaxial compression. Samples are cut from the anterior, middle and posterior regions of the meniscus.
Creator/Author:: Vemaganti, Kumar ; Lin, Chia-Ying, and Long, Teng
Submitter:: Kumar Vemaganti
Date Uploaded:: 02/24/2022
Date Modified:: 02/24/2022
Date Created:: 2020
License:: Open Data Commons Open Database License (ODbL)

66. Stemmed Gardens

Type:: Student Work
Description/Abstract:: Starting a food producing garden should be easier to do successfully. Getting data related to your specific gardening conditions can be time consuming and tedious for the average person who does not have any gardening experience. In 2020 during the coronavirus pandemic, there has been an increase in food insecurities for people because of grocery supply chain fulfillment concerns. A simple yet shocking Google trends search for terms like “how to start a garden”, “food shortage”, and “food insecurity” since 2004 in the US have more than doubled in March of 2020 alone, during the beginning of the coronavirus pandemic. A search for “garden apps” has also shown more than double the interest in the same time frame on average. People want and need to grow their food to reduce their food anxieties. Having an alternative food source can also reduce national food-related supply chain disruptions caused by climate change, natural disasters, or even global pandemics. STEMMED Gardens was created to make gardening easier by crowdsourcing scientific data and real-life gardening success and failures. We created an iOS and Android application with an Azure based backend for users to be able to plan, maintain, troubleshoot, and share those gardening experiences. New and experienced users can easily retrieve and identify plant information and gardening techniques that can be used in each stage of their personal food garden journey.
Creator/Author:: Garcia, Eli; Alonge, Michael; Library Service, CECH, and McDowell, Matthew
Submitter:: CECH Library Service
Date Uploaded:: 02/15/2022
Date Modified:: 02/15/2022
Date Created:: 2021-04
License:: Attribution-NonCommercial-NoDerivs 4.0 International

67. Phishy

Type:: Student Work
Description/Abstract:: Phishy is a service intended for security administrators in order to allow them to launch several simultaneous, simulated phishing campaigns to gauge and improve the phishing awareness of employees within their organization. With our service, we want to take security awareness training to the next level. We designed Phishy to help combat the major phishing problem companies face today and to help better educate employees on the dangers of phishing. Currently, there is not an open-source platform that acts as a “one stop shop” for managing phishing campaigns and users’ phishing awareness training. Phishy fills this need by helping its users launch realistic phishing campaigns, utilizing WGET to clone websites in order to create realistic phishing situations. Along with giving users the ability to create practical phishing training for their organization, live visual and data analytics will be provided with tools such as Elasticsearch and Kibana. Since we know how busy security professionals are, it would be unlikely that each user who falls for a phishing simulation would be able to receive security training catered to what phishing tactic they fell for. Phishy has the ability to track which users are falling for which phishing scams and enroll them into specific phishing awareness training based on their interactions with the phishing simulation. Our hope is that Phishy will provide security professionals with a comprehensive tool that will allow them to better train and prepare their organization against the dangers of phishing
Creator/Author:: Thomas, Jacob; Mayse, Derrck; Waters, Travis, and Library Service, CECH
Submitter:: CECH Library Service
Date Uploaded:: 02/15/2022
Date Modified:: 02/15/2022
Date Created:: 2021-04
License:: Attribution-NonCommercial-NoDerivs 4.0 International

68. PANIK

Type:: Student Work
Description/Abstract:: As of 2019, it was estimated that over 21 million people in the United States go without reliable Internet connectivity (Winslow, 2019). The Internet is integral to everyday life now more than ever; many relying heavily on it for conducting work, obtaining an education, and maintaining communications. Because of these benefits and reliance, it is essential for anyone to have access to the Internet when it is needed, especially in cases of emergency. However, many people do not have the financial resources or technical know-how to stay connected. Our PANIK Guide hopes to help solve this issue by providing a user-friendly approach to setting up an inexpensive mesh network that can be used to help provide this access in areas and times where Internet connection is needed most. PANIK Kits are an affordable, easy to set up, quickly deployable approach to help connect those who are in most need of these resources.
Creator/Author:: Snider, Andrew; Library Service, CECH; Yanchek, Dylan, and Rauh, Samantha
Submitter:: CECH Library Service
Date Uploaded:: 02/14/2022
Date Modified:: 02/14/2022
Date Created:: 2021-04
License:: Attribution-NonCommercial-NoDerivs 4.0 International

69. Help Desk Helper

Type:: Student Work
Description/Abstract:: Since February 2020, tickets coming in over channels like WhatsApp, Facebook Messenger, direct messages over Twitter, and SMS rose nearly 50 percent. While this is convenient for the user, this could result in tickets not being generated for the help desk and may be negatively impacting their tracking metrics. Our solution integrates itself within multiple commonly used messaging and support desk platforms. This provides end users with easy solutions for their common problems and granting them an easy way to make a support ticket should they require additional support from their help desk. By using readily available technology, we are bringing an easy-to-use solution to those in need of support in a way that is convenient for the end user and easy for the support desk to track. Our Solution provides an easily accessible chatbot that provides end users with quick level one support.
Creator/Author:: Sellmeyer, Aaron; Library Service, CECH; Auguste, Turin, and Meier, Michael
Submitter:: CECH Library Service
Date Uploaded:: 02/14/2022
Date Modified:: 02/14/2022
Date Created:: 2021-04
License:: Attribution-NonCommercial-NoDerivs 4.0 International

70. Green Impact

Type:: Student Work
Description/Abstract:: In today’s ever-changing world, people are beginning to increasingly feel the effects of climate change. Many users want to make an impact, but many do not know how they can do to play their part. GreenImpact is the ultimate solution for users to have a better understanding of environmental problems and realize that everyone can contribute to solving environmental problems. Green Impact combines the feed of information, maps locations of social welfare projects, tracks green activities, shares what they find, and gets rewarded points. Based on the research of Pew Research Center surveys dating back nearly two decades, nearly as many Americans say protecting the environment should be a top policy priority (64%) as say this about strengthening the economy (67%) (February, 2020). Our application will serve as a tool for environmentally conscious people, who want to track their actions and see how they are making an impact.
Creator/Author:: Alalainy, Adnan; Library Service, CECH; Comyns, Spencer , and Cheng, Han
Submitter:: CECH Library Service
Date Uploaded:: 02/14/2022
Date Modified:: 02/14/2022
Date Created:: 2021-04
License:: Attribution-NonCommercial-NoDerivs 4.0 International

71. Mismanaged Credential Finder

Type:: Student Work
Description/Abstract:: Knowledge bases are a growing industry due to the information required in the background to support multiple applications and daily tasks for employees. These knowledge bases are filled with an abundance of information. This information could include passwords, keys and other credentials that could be critical for an organization. According to the Verizon Data Breach Investigations Report, 78% of attacks on web applications involved the use of stolen credentials with credentials and personally identifiable information as a target. With the Mismanaged Credential Finder, this application is looking to find and help remedy credentials that are in these knowledge bases. By doing so, this application is looking to help IT professionals manage their knowledge base and enforce cybersecurity policies. In doing so, our goal is to minimize risk due to a knowledge base breach for an organization.
Creator/Author:: McDonald, Richard; Library Service, CECH; Tan, Michael, and Kadakia, Kevin
Submitter:: CECH Library Service
Date Uploaded:: 02/14/2022
Date Modified:: 02/14/2022
Date Created:: 2021-04
License:: Attribution-NonCommercial-NoDerivs 4.0 International

72. Introsec

Type:: Student Work
Description/Abstract:: Introsec is an informational program that introduces middle and early high school students to the realm of cybersecurity. This web application consists of a series of interactive gamified labs that help students develop skills that are relevant to their personal cybersecurity and the broader industry. According to security firm ProtectWise, 67 percent of millennials have never taken a cybersecurity class (Delaney, 2018). Based on our research, there is a need for a quick and interactive course to introduce middle and high school level students to the basics of cybersecurity and gauge their interest in the field. Introsec provides a fast, fun and effective way to get hands-on experience without needing to commit to a long camp or series of courses. We have created a functioning web application that provides students with basic information about aspects of cybersecurity through multiple scenario-based games.
Creator/Author:: Andre, Joshua; Library Service, CECH; Fordos, Michelle, and Turner, Eric
Submitter:: CECH Library Service
Date Uploaded:: 02/14/2022
Date Modified:: 02/14/2022
Date Created:: 2021-04
License:: Attribution-NonCommercial-NoDerivs 4.0 International

73. SchoolSpace

Type:: Student Work
Description/Abstract:: SchoolSpace is the best solution for any parent or student concerned about Covid-19. By using SchoolSpace students can gain a better understanding of key curriculum classes such as Math, Science, English, History and even Chemistry. There are many functions that SchoolSpace can provide. By using SchoolSpace users will be able to learn these courses through both interactive mini games and cool visuals that will make learning the subject more fun. Additionally, users will be able to create their very own avatars that they can make it look as if they're actually in the game as well as interact with their own classmates!
Creator/Author:: Shelton,Nick; Herman,Chris; Library Service, CECH, and Martin,Tom
Submitter:: CECH Library Service
Date Uploaded:: 02/14/2022
Date Modified:: 02/14/2022
Date Created:: 2021-04
License:: Attribution-NonCommercial-NoDerivs 4.0 International

74. Simply Scheduled

Type:: Student Work
Description/Abstract:: Simply Scheduled is a solution for Bridger Brewing’s Management and similar small businesses who want to digitize their schedule. Software Advice states that 61% of small businesses experience faster, easier, and more accurate scheduling by using scheduling software. Of those, 70% use a system created specifically for scheduling. The use of an application that provides flexibility for managers and employees to establish an organized digital schedule significantly reduces the administrative load on small businesses. We have supported the Bridger Brewing company by developing a web application that makes their scheduling process simple, quick, and transparent. The integration of overtime visibility, automated scheduling, and team messaging can help the company reduce the time required to create and maintain a schedule, saving money while reducing the strain on managers.
Creator/Author:: Schneider, David; Rodgers, Kevin; Library Service, CECH; Brown, Jamal, and Elkalili, Cheghali
Submitter:: CECH Library Service
Date Uploaded:: 02/14/2022
Date Modified:: 02/14/2022
Date Created:: 2021-04
License:: Attribution-NonCommercial-NoDerivs 4.0 International

75. E-Cycled

Type:: Student Work
Description/Abstract:: E-waste is a global problem that is growing at an amazing pace, going from 41.4 million metric tonnes (Mt) to 44.7 Mt in just 3 short years. With the amount of devices that are being released each month it’s easy to forget the impact it can have. Our undertaking is to create a more accessible method of disposing and tracking unwanted or outdated devices. We plan to accomplish this with a frictionless web application that will allow anyone to recycle their goods using a painless and efficient pickup system which is both secure and speedy. We will create and test the web app to show both the pickup and delivery of an item as well as safe methods to secure or destroy any unwanted data.
Creator/Author:: Barnett, Christopher; Mauro, Pete; Kielholz, Joseph, and Library Service, CECH
Submitter:: CECH Library Service
Date Uploaded:: 02/14/2022
Date Modified:: 02/14/2022
Date Created:: 2021-04
License:: Attribution-NonCommercial-NoDerivs 4.0 International

76. Lockdown

Type:: Student Work
Description/Abstract:: According to research done by Statista out of the 2,000+ respondents Social Media, Binge-watching, and Gaming were three out of the top five leading distractions while on a computer. Lockdown is the ultimate tool to help keep users productive while on their computer whether at home or work. Using solely a C# application and PowerShell scripts we can help minimize the daily distractions of the internet. While there are many ways users can block websites, those are only a portion of the problem with few solutions for the rest. This paper discusses the work, validation, and development of the desktop application as well as our hopes for future features and results.
Creator/Author:: Speros, Gunner; Mueller, Andrew; Cheeseman, Jace, and Library Service, CECH
Submitter:: CECH Library Service
Date Uploaded:: 02/14/2022
Date Modified:: 02/14/2022
Date Created:: 2021-04
License:: Attribution-NonCommercial-NoDerivs 4.0 International

77. UC Disc Golf App

Type:: Student Work
Description/Abstract:: The UC Disc Golf App is the definitive solution for both new and experienced players to optimize their experience while on the course. With the use of GPS the app allows real-time mapping and visualization of any disc golf course. The UC Disc Golf App allows users to track flight distance for each throw as it happens. The app also provides users with the luxuries of detailed scorekeeping, social media integration, a virtual Disc Bag, and a comprehensive PDGA rulebook. The creators of the app are avid disc golf players looking to lift the sport through passion and innovation. The team planned to integrate a GPS chip into each disc and develop a companion website for the app to optimize the implementation of all its features.
Creator/Author:: Yochman, Andrew; Library Service, CECH; Ryan, Jason, and Patten, Tim
Submitter:: CECH Library Service
Date Uploaded:: 02/14/2022
Date Modified:: 02/14/2022
Date Created:: 2021-04
License:: Attribution-NonCommercial-NoDerivs 4.0 International

78. VonLehman Security Auditing

Type:: Student Work
Description/Abstract:: VonLehman Security Auditing is a service that aims to raise cyber security awareness and help local business better understand how to secure their systems. Approximately 60% of small business close within six months of being hacked. Technology is growing at speeds that many companies are not able to correctly implement and secure. VonLehman Security Auditing will review a company using a five-step approach. Educating users and testing various aspects of a company’s security is vital to securing their systems from malicious actors. The results of these tests will be compiled into a final risk assessment report which will recommend next steps and give the client a better understanding of their vulnerabilities.
Creator/Author:: Saminathan, Ram and Library Service, CECH
Submitter:: CECH Library Service
Date Uploaded:: 02/14/2022
Date Modified:: 02/14/2022
Date Created:: 2021-04
License:: Attribution-NonCommercial-NoDerivs 4.0 International

79. ProctorWiz

Type:: Student Work
Description/Abstract:: Proctor Wiz is the perfect blend of functionality and security. This balance is not often seen in the proctoring service market, in many cases either the functionality is limited, and the security is sound, or the features are rich, but everything feels a little invasive. These invasive practices include requiring full control over the computer and tracking the students every movement. Proctor Wiz aims to fix the issues we see in current offerings, by offering essential features and the security that matters. Our product lets the user review any information taken from them to ensure that they feel safe, while also giving the reviewer an easy-to-use management and filing interface.
Creator/Author:: Bowling, Cole; McMellan, Ethan, and Library Service, CECH
Submitter:: CECH Library Service
Date Uploaded:: 02/14/2022
Date Modified:: 02/14/2022
Date Created:: 2021-04
License:: Attribution-NonCommercial-NoDerivs 4.0 International

80. Howdy Neighbor

Type:: Student Work
Description/Abstract:: The Howdy Neighbor web application is an online resource designed for anyone planning a move. While moving, which the average American will do over 11 times during their lifetime (Bureau, 2020), there are many factors that may be overlooked, which could positively or negatively affect the outcome of the move. Some of these factors include area age demographics, nearby crime statistics, and local school district information. As well as obtaining all of this important information, one must also remember to set up necessary utilities for the new home prior to moving in. By using Howdy Neighbor, movers will have access to a virtual checklist to use during the home search process, as well as a pre-move-in task reminder checklist to use prior to the move. Once these checklists are complete, the user will be able to move to their new home with the confidence and peace of mind they deserve.
Creator/Author:: Library Service, CECH; Batsch, Evan; Farrell, Nicholas; Tenover, Benjamin, and Berrios, Sergio
Submitter:: CECH Library Service
Date Uploaded:: 02/14/2022
Date Modified:: 02/14/2022
Date Created:: 2021-04
License:: Attribution-NonCommercial-NoDerivs 4.0 International

81. Data of Classifying I/O Variables via Machine Learning

Type:: Generic Work
Description/Abstract:: We provide the source files (user manuals of SWMM, SWAT, and MODFLOW), as well as our manually-labeled I/O variables.
Creator/Author:: Lin, Xuanyi; Niu, Nan, and Peng, Zedong
Submitter:: Nan Niu
Date Uploaded:: 01/31/2022
Date Modified:: 02/01/2022
License:: Open Data Commons Open Database License (ODbL)

82. Space Shuttle Stomp

Type:: Media
Description/Abstract:: Space Shuttle Stomp was produced by Subterranean Video in 1984
Creator/Author:: Britton, Benjamin
Submitter:: Benjamin Britton
Date Uploaded:: 01/01/2022
Date Modified:: 01/01/2022

83. NATO and the European Union’s Response to Peacebuilding

Type:: Dataset
Description/Abstract:: The NATO and the EU Peacebuilding Missions Dataset is created to use fuzzy seta Qualitative Comparative Analysis (fsQCA) analysis as a method of researching how NATO and the EU missions’ outcomes are influences by organizational assets and decision-making in both organizations. Outcome pertaining to these two sets of missions are intended to measure various aspects of organizational efficacy. There are two groups of variables – condition variables and outcome variables. In the next few sections, we will explain how these two groups of variables were generated, what existing sources and datasets were used and how mission indicators were generated. See attached research note for more detailed information. Condition Sets: Description By and large, conditions sets that have been generated measure organizational assets for these NATO and EU missions, as well as patterns in their decision-making process. Two critical organizational assets used for both sets of missions are their annual operational budget and their annual deployed personnel. The dataset contains two control variables measuring operational legitimacy – number of contributing nations and number of UN resolutions passed in relevance to the situation in the area of deployment for the duration of the EU and NATO Mission. Operational Duration – duration of the operation (in months). For ongoing missions and operations, we have used December 31, 2019 as the end date. All data reflect occurrences no later than December 31, 2019. Type of Operation – based on their mandate, operations are classified as civilian (coded as 0), military (coded as 1) and hybrid (i.e. with military and civilian components, coded as 0.5). Annual Operational Budget – total annual mission budget in USD. Sources include SIPRI yearbook and peace operations database. In cases of missing data from the SIPRI yearbook, mission factsheets and original data from the mission have been used. This latter technique applies for the following missions: AMUK, AVSEC, BAM1, BAM2, CAP1, CAP2, MAM1, NAVF1, NAVF2, TMC1, EUAMI. If data is reported in EUR, average exchange rate for the duration of the mission has been used to convert the cost. Data has been adjusted to reflect operational budget over a 12-month period. Average Annual Mission Personnel – it reflects the average total number of personnel/ staff supporting the NATO or EU peacebuilding mission per annum. Sources have been collected from SIPRI yearbook based on reportings for actual deployments on the ground. In cases when no data has been reported I the SIPRI yearbook/ peace operations dataset, mission factsheets and original data from the mission have been used. The data has been averaged and adjusted for a 12-month period. Days to Launch – describes the number of days needed from the time a decision has been made by the IO top decision-making body (the European Council and NAC) to launch the mission to the time that the mission is officially declared “operational.” If no declaration that the mission is “fully operational” exists, landmark indicators that the mission is fully operational include: ceremony on the ground marking the beginning of the mission, the appointment of mission commander or first recoded operational presence involving activity on the ground. Sources include official EU and NATO documents announcing the decision to create the peacebuilding operation as well as official documents, press releases and reports in reliable media outlets (including New Agencies) documenting an event that would indicate the mission is “fully operational.” Number of Contributing Nations –highest reported number of contributing nations for the duration of the NATO and the EU peacebuilding operation. UN Security Council Resolutions – total number of UN Security Council (UNSG) resolutions relevant for the area of conflict adopted for the duration of the NATO and the EU mission. In cases when UNSC resolutions are relevant for multiple NATO and EU peacebuilding missions those have been reported to all relevant missions. Outcome Sets: Description Outcome sets include various indicators created to measure operational efficacy. They include annual events contributing toward peace, conflict and the mission’s functioning, annual fatalities and annual deaths among mission personnel, as well as annual difference in fatalities. A more detailed description of these indicators is included below: Annual Peace Events – this is an annual indicator based on chronologically recorded events by the SIPRI yearbook that have contributed for the peace process in the conflict area where NATO and EU mission have been deployed. Examples of peace events include steps taken to contribute to the peace process (e.g. creation of buffer zone, cession of hostilities, meeting intended to cease fire or set up the peace process, political events related to or contributing toward the peace process and successful conclusion of a peace agreement. It may also include a decision of an international body (e.g. UN Security Council, UN General Assembly or UN Secretary General, as well as a decision made by the NATO and the EU D-M bodies that contributes toward the peace process in the areas where the mission operates. For ongoing missions is December 31, 2017 the last date when annual peace events are recoded. Annual Conflict Events -- this is an annual indicator based on chronologically recorded events by the SIPRI yearbook that have increased the conflict and the conflict potential in the area where NATO and EU mission have been deployed. Instances include resumption of hostilities among warring parties, occurrence of attacks, clashes, eruption of violence, the killing of civilians, military and peacemaking personnel and other violence-related events that contribute toward instability in the mission’s area. For ongoing missions is December 31, 2017 the last date when annual conflict events are recoded. Annual Mission-related Events -- this is an annual indicator based on chronologically recorded events by the SIPRI yearbook that measures events related to functioning of the mission – the decision to launch, the actual launch, implementation, transfer of authority and/ or mandate, transformation and termination of the mission. It also includes events that reflect decisions made by the contributing nations or sponsoring IOs intended to impact mission’s performances (e.g. decisions related to funding, control and command, transformation of mission mandate and rules and other similar events). For ongoing missions is December 31, 2017 the last date when annual mission-related events are recoded. Average Annual Fatalities – this indicator reports how many average annual civilian deaths have been recorded for the duration of the mission. The data is drawn from the Armed Conflict Dataset (ACD) managed by the London-based International Institute for Strategic Studies ( https://acd.iiss.org/member/datatools.aspx). Average Annual Mission Casualties – average annual number of deaths among peacebuilding personnel as reported in SIPRI yearbook/ peace operations database for the duration of the mission. Authors have used discretion to determine the accuracy in cases when there is discrepancy of reported data. Fatalities Annual Difference – an indicator of differenced annual data of civilian casualties on the ground for the duration of the mission. The indicator is calculated as follows: Differenced Fatalities = Ʃ (CasualtiesY1-Y2 … Casualties Yn-Y(n-1))/ Duration of the mission (in years). It is intended to capture improvement of situation on the ground as a result of presence of the peacebuilding effort. Condition Sets: Calibration and Rationale Annual Operational Budget – mission budget reflects resources USD 5 million or less indicate fully out while USD 100 million or more would indicate fully in. A budget of USD 30 should be the watershed borderline of “nether in, not out.” [5-100 million] Average Annual Mission Personnel – this indicator draws distinction between larger well-resourced missions and smaller missions with limited assets. By and large, missions with 20 personnel or less are fully out, while those with 20,000 or more are fully in. The borderline (net hither in, not out) is 130 people. Days to Launch – the speed with which the decision is taken indicates how decision-making operated in the case of this mission. D-M that took 5 days or less should be fully out (in, change direction) while D-M 150 days or more should be fully in (out, change direction). 30 days (1 month) should be the neither in, nor out border. Number of Contributing Nations –control indicator that demotes how high number of contributing nations contribute toward greater legitimacy (30 or more countries marks fully in), while 5 or fewer nations marks fully out. The “nether fully in, nor fully out” is at 15 nations. UN Security Council Resolutions – total number of UNSC resolutions can vary, fully out is at 0 resolutions while fully in at 50 or more. Since moist of the missions are shorter, Nether fully in, not fully out would be at 8 UNSC resolutions. [Inductive] Operational Duration – 1 year (12 months) denotes fully out (i.e. short-term mission) while 10 year 120 months denotes fully in; nether in not out would be for missions lasting 5 years (60 months). In other words, a decade is too long, a year is to short, five years is in the middle. Outcome Variables: Calibration and Rationale Annual Peace Events – this variable measures the occurrence of peace-related events – 0 events per annum is fully out; 3 events per annum is fully in. 0.8 event is nether in not out. Annual Conflict Events -- this variable measures the occurrence of conflict-related events – 0 events per annum is fully out; 4 events per annum is fully in. 1 event is nether in not out. Annual Mission-related Events -- this variable measures the occurrence of peace-related events – 0 events per annum is fully out; 1 events per annum is fully in. 0.3 event is nether in not out. Average Annual Fatalities – this set measures average number of annual fatalities for the duration of the mission. Cases with 0 fatalities are fully out; cases with 10,000 fatalities are fully in. 1,000 fatalities represent “nether in, not out” value. Fatalities Annual Difference – this is an indicator that measures the average year-to-year difference in number of fatalities for the duration of the conflict. -50 casualties is fully out (i.e. average growth of casualties by 50 per annum) as this indicator reflects low mission efficacy. 500 is fully in. This number indicates high efficacy; it denotes an average annual decline of casualties by 500 people. If the average number of casualties remains unchanged, then 0 denotes nether in, nor out. Average Annual Mission Casualties – this indicator measures average number of annual casualties for the duration of the mission. 0 casualties is fully out; 500 casualties is fully in. 0.5 is nether in, nor out.
Creator/Author:: Ivanov, Ivan
Submitter:: Ivan Ivanov
Date Uploaded:: 08/04/2019
Date Modified:: 10/15/2021
Date Created:: 2019-08-01
License:: Open Data Commons Public Domain Dedication and License (PDDL)

84. The Unspoken Arms Race: Neurowarfare

Type:: Article
Description/Abstract:: An expanded version of "The Future of Conflict: Neurowarfare", both of which discuss emerging neurotechnology, neuroscience, and their implications for war, politics, medicine, ethics, and society.
Creator/Author:: Turner, Grant
Submitter:: Grant Turner
Date Uploaded:: 10/15/2021
Date Modified:: 10/15/2021
Date Created:: 2021-10-02
License:: Attribution-NonCommercial-ShareAlike 4.0 International

85. Tonken's House

Type:: Article
Description/Abstract:: The Tonken's House in the Cincinnati neighborhood of Amberley Village and was designed by Frank Lloyd Wright.
Creator/Author:: Snadon, Patrick and Meyer, Elizabeth A.
Submitter:: Elizabeth A. Meyer
Date Uploaded:: 09/22/2021
Date Modified:: 09/22/2021
Date Created:: 2018

86. Crosley Tower

Type:: Article
Description/Abstract:: Article about Crosley Tower on University of Cincinnati's campus.
Creator/Author:: Simpson, Scott
Submitter:: Elizabeth A. Meyer
Date Uploaded:: 09/22/2021
Date Modified:: 09/22/2021
Date Created:: 2020

87. Great Kitchens of Cincinnati

Type:: Article
Description/Abstract:: The Corbett House kitchen and John Becker Residence, both notable Cincinnati kitchens.
Creator/Author:: Snadon, Patrick and Meyer, Elizabeth A.
Submitter:: Elizabeth A. Meyer
Date Uploaded:: 09/22/2021
Date Modified:: 09/22/2021
Date Created:: 2018

88. Machines and Gardens (Cincinnati Modern)

Type:: Article
Description/Abstract:: Leo Marx, in his famous 1964 book, “The Machine in the Garden,” proposed that a central conflict in the American psyche resulted from the industrialization of the unspoiled, Eden-like landscapes of the new world. Wright’s Organic Modernism perhaps allowed 20th-century Americans to unconsciously feel that they could “resolve" that conflict by living in harmony with nature, while International Style Modernism and its machine-like buildings perhaps pointed too directly to the tragedy of industrial capitalism’s despoiling of the environment.
Creator/Author:: Snadon, Patrick and Meyer, Elizabeth A.
Submitter:: Elizabeth A. Meyer
Date Uploaded:: 09/22/2021
Date Modified:: 09/22/2021
Date Created:: 2018

89. Modernism's Skin Disease

Type:: Article
Description/Abstract:: Recladding of Procter Hall and Kroger Headquarters
Creator/Author:: Meyer, Elizabeth A. and Snadon, Patrick
Submitter:: Elizabeth A. Meyer
Date Uploaded:: 09/22/2021
Date Modified:: 09/22/2021
Date Created:: 2018

90. Reviving Wright in Cincinnati

Type:: Article
Description/Abstract:: Revival of Wright in the University of Cincinnati's Faculty Center (demolished to make way for the new Linder Center)
Creator/Author:: Meyer, Elizabeth A. and Snadon, Patrick
Submitter:: Elizabeth A. Meyer
Date Uploaded:: 09/22/2021
Date Modified:: 09/22/2021
Date Created:: 2018

91. Architecture and Sculpture in Cincinnati

Type:: Article
Description/Abstract:: Sculpture and Art in the Terrace Plaza Hotel and Public Library of Cincinnati Hamilton County
Creator/Author:: Snadon, Patrick and Meyer, Elizabeth A.
Submitter:: Elizabeth A. Meyer
Date Uploaded:: 09/22/2021
Date Modified:: 09/22/2021
Date Created:: 2018

92. Procter Hall

Type:: Article
Description/Abstract:: Procter Hall at the University of Cincinnati designed by Woodie Garber
Creator/Author:: Meyer, Elizabeth A.
Submitter:: Elizabeth A. Meyer
Date Uploaded:: 09/22/2021
Date Modified:: 09/22/2021
Date Created:: 2017

93. Frank Lloyd Wright's Scandals

Type:: Article
Description/Abstract:: Scandals in newspapers of Frank Lloyd Wright
Creator/Author:: Snadon, Patrick and Meyer, Elizabeth A.
Submitter:: Elizabeth A. Meyer
Date Uploaded:: 09/22/2021
Date Modified:: 09/22/2021
Date Created:: 2018

94. John deKoven Hill and the Corbett House

Type:: Article
Description/Abstract:: House designed by deKoven Hill in Cincinnati's Hyde Park neighborhood
Creator/Author:: Snadon, Patrick and Meyer, Elizabeth A.
Submitter:: Elizabeth A. Meyer
Date Uploaded:: 09/22/2021
Date Modified:: 09/22/2021
Date Created:: 2018

95. Frank Lloyd Wright in Cincinnati

Type:: Article
Description/Abstract:: Bibliography and Sources for further research
Creator/Author:: Meyer, Elizabeth A. and Snadon, Patrick
Submitter:: Elizabeth A. Meyer
Date Uploaded:: 09/22/2021
Date Modified:: 09/22/2021
Date Created:: 2018

96. Crosley Tower

Type:: Article
Description/Abstract:: An article about Crosely Tower on University of Cincinnati's campus
Creator/Author:: Meyer, Elizabeth A. and Simpson, Scott
Submitter:: Elizabeth A. Meyer
Date Uploaded:: 09/22/2021
Date Modified:: 09/22/2021
Date Created:: 2020

97. Boswell House

Type:: Article
Description/Abstract:: Article about Frank Lloyd Wright's designed house in Indian Hill, Ohio
Creator/Author:: Meyer, Elizabeth A.
Submitter:: Elizabeth A. Meyer
Date Uploaded:: 09/22/2021
Date Modified:: 09/22/2021
Date Created:: 2018

98. Topic Model Results of Ohio Non-Profit Organizations' Mission Language

Type:: Dataset
Description/Abstract:: This CSV file contains the topic distribution of each EIN as uncovered using six parallel Latent Dirichlet Allocation (LDA) Topic Models. Each row depicts a topic and topic-score associated with an Ohio NPO (identified by Employer Identification Number) generated from one model run. The sum of topic scores possible for every row associated with an EIN therefore will not exceed 6.0 (6 models x 100%) Topic scores below .01 (1%) are not included. Each topic from the models is further identified as Essential/Non-Essential by subject matter expert, Dr. Michael Jones, guided by the official IRS definition. The topic models are generated on unstructured text language from the mission statement and activities language taken from the 2019 tax forms of Ohio non-profit organizations.
Creator/Author:: McCabe, Erin E.
Submitter:: Erin E. McCabe
Date Uploaded:: 05/06/2021
Date Modified:: 09/20/2021
Date Created:: 2020-10-03
License:: Open Data Commons Public Domain Dedication and License (PDDL)

99. Theme Coded Literature Review - Does China's One-China Policy Shape China's Foreign Policy?

Type:: Dataset
Description/Abstract:: Theme Coded Literature Review - Does China's One-China Policy Shape China's Foreign Policy?
Creator/Author:: Turner, Grant
Submitter:: Grant Turner
Date Uploaded:: 07/23/2021
Date Modified:: 07/23/2021
Date Created:: 2019
License:: Open Data Commons Attribution License (ODC-By)

100. A Framework for Public Engagement with Science

Type:: Image
Description/Abstract:: A Framework for Public Engagement with Science is a poster that was presented by Mark Chalmers at the 2021 ACRL annual conference.
Creator/Author:: Chalmers, Mark
Submitter:: Mark Chalmers
Date Uploaded:: 07/08/2021
Date Modified:: 07/08/2021
Date Created:: 2021-03-23
License:: Public Domain Mark 1.0

Search Constraints

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1. Figure Z. Topic Coherence across Hyperparameter:Beta

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3. Figure X. Median Coherence

4. central_pma_environmental15.csv

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6. central_pma_earth20.csv

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20. Coherence_Evaluations - pma_random5k.csv

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27. Coherence_Evaluations - pmc_pollution.csv

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29. Coherence_Evaluations - cas_earth.csv

30. Coherence_Evaluations - cas_pollution.csv

31. Coherence_Evaluations - cas_environmental.csv

32. Coherence_Evaluations - pma_environmental.csv

33. Coherence_Evaluations - cas_random5k.csv

34. Coherence_Evaluations - pma_climate.csv

35. Poetry Foundation Metadata

36. Project Gutenberg Poetry Metadata

37. Examining the energy performance of older and historic building using municipal benchmarking data

38. Utility terrain vehicle (UTV)

39. Utility terrain vehicle (UTV)

40. Utility terrain vehicle (UTV)

41. NKWD reservoir sedimentation control at the Fort Thomas treatment plant north reservoir

42. Analysis of MSD float control to prevent sewer surcharge in combined sewers

43. An electronic input system for saltwater animal enclosures

44. Enzymatic Recycling of Polyethylene Terephthalate

45. NFPA-FPVC hydraulic bike

46. Solar panel tracking sun for maximum efficiency

47. 2021-22 UC CEAS 15lb battlebot team

48. Bearcat solar car

49. 4-Wheel independent steering "swerve drive"

50. Guitar with modular pickups

51. NASA robotic jumping leg project

52. NASA robotic jumping leg project

53. Robot cell infeed

54. SAE baja-front suspension redesign

55. CRANE ChemPharma and energy: plug measurement system

56. OneWheel Redesign

57. Glass ampoule filling machine

58. Clarity and Ambiguity in Félix Bracquemond’s View of Reality: Le Haut d’un battant de porte (The Top of a Door)

59. Max Pechstein: Seeking Change Through Das Vater Unser

60. Max Pechstein: Seeking Change Through Das Vater Unser

61. Dusty Millers: Rural Representation in 19th Century Movements

62. Iterations of the RDS Unit_2012-2022

63. DRAFT EXHIBITION

64. Artistic Self-Consciousness in Pietro Lorenzetti's Arezzo Altarpiece

65. Force-displacement respose of porcine meniscus in no-slip uniaxial compression

66. Stemmed Gardens

67. Phishy

68. PANIK

69. Help Desk Helper

70. Green Impact

71. Mismanaged Credential Finder

72. Introsec

73. SchoolSpace

74. Simply Scheduled

75. E-Cycled

76. Lockdown

77. UC Disc Golf App

78. VonLehman Security Auditing