Files in this item
Files | Description | Format |
---|---|---|
application/pdf ![]() | Main article |
Description
Title: | Who's Who in Your Digital Collection: Developing a Tool for Name Disambiguation and Identity Resolution |
Author(s): | Godby, Carol Jean; Hswe, Patricia; Jackson, Larry S.; Klavans, Judith; Ratinov, Lev; Roth, Dan; Cho, Hyoungtae |
Subject(s): | named entity recognition
entity resolution metadata generation name disambiguation |
Abstract: | In the past twenty years, the problem space of automatically recognizing, extracting, classifying, and disambiguating named entities (e.g., the names of people, places, and organizations) from digitized text has received considerable attention in research produced by the library, computer science, and the computational linguistics communities. However, linking the output of these advances with the library community continues to be a challenge. This paper describes work being done by the University of Illinois, the Online Computer Library Center (OCLC), and the University of Maryland to develop, evaluate and link Named Entity Recognition (NER) and Entity Resolution with tools used for search and access. Name identification and extraction tools, particularly when integrated with a resolution into an authority file (e.g., WorldCat Identities, Wikipedia, etc.), can enhance reliable subject access for a document collection, improving document discoverability by end-users. |
Issue Date: | 2009 |
Publisher: | 2009 Chicago Colloquium on Digital Humanities and Computer Science |
Citation Info: | Godby, C.J., Hswe, P., Jackson, L., Klavans, J., Ratinov, L., Roth, D., Cho, H. (2009). Who’s Who in Your Digital Collection: Developing a Tool for Name Disambiguation and Identity Resolution. In Proceedings of the 2009 Chicago Colloquium on Digital Humanities and Computer Science. Publication pending. |
Genre: | Conference Paper / Presentation |
Type: | Text |
Language: | English |
URI: | http://hdl.handle.net/2142/15393 |
Publication Status: | published or submitted for publication |
Peer Reviewed: | is peer reviewed |
Sponsor: | Library of Congress / NDIIPP-2 A6075 |
Date Available in IDEALS: | 2010-04-13 |
This item appears in the following Collection(s)
-
Faculty and Staff Research and Scholarship - Information Sciences
Articles, papers, and other research and scholarship from iSchool faculty and staff