This document discusses how the SEASR project provides analytics services for Zotero collections. SEASR offers authorship analysis like author centrality, degree, and HITS analysis on Zotero collections. It also provides readability analysis. Users can store and share Zotero collections via Fedora using SEASR. The services are accessed through an interactive web application or web service. SEASR and its Meandre infrastructure are sponsored by The Andrew W. Mellon Foundation.
1. SEASR Analytics and Zotero
Data-Intensive Technologies and Applications,!
National Center for Supercomputing Applications, !
University of Illinois at Urbana-Champaig
The SEASR project and its Meandre infrastructure!
are sponsored by The Andrew W. Mellon Foundation
3. The Zotero + SEASR Picture
The
The
WEB
WEB
Zotero
Store
4. Some Examples
• Authorship Analysis
• Author Centrality Analysis
– Uses Betweenness Centrality, which ranks each coauthor graph derived from the
number of shortest paths that pass through them
• Author Degree Analysis
– Uses AuthorDegreeDistributionAnalysis, which ranks each on the number of coauthors
• Author HITS Analysis
– The *hubness* of a node is the degree to which a node links to other important
authorities. The *authoritativeness* of a node is the degree to which a node is pointed
to by important hubs.
– Readability
• Flesch-Kincaid readability test quot;
(http://en.wikipedia.org/wiki/Flesch-Kincaid_Readability_Test)
10. But Also Services
• Store and share your collections via Fedora
– Works the same way you run an analysis
– Just select, upload, and share
11. Zotero to SEASR : Fedora
Interactive Web
Application
Web Service
12. SEASR Analytics and Zotero
Data-Intensive Technologies and Applications,!
National Center for Supercomputing Applications, !
University of Illinois at Urbana-Champaign
The SEASR project and its Meandre infrastructure!
are sponsored by The Andrew W. Mellon Foundation
