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Taxonomy and Corpus Assessment: Using Visualization

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Access Innovations, Inc.
Access Innovations, Inc.

Using visualization to show distributions of taxonomic data to give context and show trends in your data. Presented by Kevin W. Boyack of SciTech Strategies, Inc. at the 2012 Data Harmony User Group meeting on February 9, 2012 at the Access Innovations, Inc. offices.

EducationTechnology
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Taxonomy and Corpus Assessment: Using Visualization Kevin W. Boyack DHUG Meeting, February 9, 2012
SciTech Strategies, Inc. ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Our maps SciVal Spotlight ® UCSD Map of Science
Recurring questions ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Visualization ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Some questions with visual answers ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Content vs. context ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Content examples
Thesaurus structure / balance
Thesaurus structure / balance
Term relationship structure
Society overlay on term structure
Partitioning and overlaps
Partitioning and overlaps
Partitioning and overlaps
Context examples ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Term expansion (IEEE, USPTO, MeSH)
Global micro-model (Scopus) 2010 fileyear 1.8 M documents 115k clusters Cluster histories Cluster metrics Cluster memberships
PubMed overlay
Cluster histories (threads)
Map of threads containing IEEE literature
IEEE Society overlays
IEEE Society overlays
IEEE Society overlays
IEEE Society overlays
Science mapping ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Visualization choices Choice Trade-offs Comments Data source - Free vs. Costly - Single vs. Multiple Sources - Content vs. Context - Citation data isn’t free - De-duplication isn’t trivial - Coverage comes at a cost Unit of analysis - Breadth vs. Detail ,[object Object],[object Object],Sample size - Specialty vs. All of science - Content vs. Context - Single year vs. Multiple years ,[object Object],[object Object],[object Object],Similarity approach ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Partitioning / Layout ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Visualization choices ,[object Object],[object Object],[object Object],[object Object],[object Object]
Summary ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Thank you!

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Taxonomy and Corpus Assessment: Using Visualization

Editor's Notes

  1. This list is not complete. Choices and tradeoffs are oversimplified here, but are representative. Comments are obvious in most cases, but often ignored.