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dc.contributor.authorGutwin, Carl
dc.contributor.authorPaynter, Gordon W.
dc.contributor.authorWitten, Ian H.
dc.contributor.authorNevill-Manning, Craig G.
dc.contributor.authorFrank, Eibe
dc.date.accessioned2008-12-01T02:12:03Z
dc.date.available2008-12-01T02:12:03Z
dc.date.issued1999
dc.identifier.citationGutwin, C., Paynter, G., Witten, I.H., Nevill-Manning, C.G. & Frank, E. (1999). Improving browsing in digital libraries with keyphrase indexes. Decision Support Systems, 27(1-2), 81-104.en_US
dc.identifier.urihttps://hdl.handle.net/10289/1503
dc.description.abstractBrowsing accounts for much of people's interaction with digital libraries, but it is poorly supported by standard search engines. Conventional systems often operate at the wrong level, indexing words when people think in terms of topics, and returning documents when people want a broader view. As a result, users cannot easily determine what is in a collection, how well a particular topic is covered, or what kinds of queries will provide useful results. We have built a new kind of search engine, Keyphind, that is explicitly designed to support browsing. Automatically extracted keyphrases form the basic unit of both indexing and presentation, allowing users to interact with the collection at the level of topics and subjects rather than words and documents. The keyphrase index also provides a simple mechanism for clustering documents, refining queries, and previewing results. We compared Keyphind to a traditional query engine in a small usability study. Users reported that certain kinds of browsing tasks were much easier with the new interface, indicating that a keyphrase index would be a useful supplement to existing search tools.en_US
dc.format.mimetypeapplication/pdf
dc.language.isoen
dc.publisherElsevier Science B.V.en_US
dc.relation.urihttp://portal.acm.org/citation.cfm?id=338985.338996en_US
dc.rightsThis is an author’s version of an article published in the journal: Decision Support Systems. © 1999 Elsevier Science B.V.en_US
dc.subjectcomputer scienceen_US
dc.subjectdigital libriesen_US
dc.subjectbrowsing interfacesen_US
dc.subjecttext miningen_US
dc.subjectkeyphrase extractionen_US
dc.subjectmachine learningen_US
dc.subjectMachine learning
dc.titleImproving browsing in digital libraries with keyphrase indexesen_US
dc.typeJournal Articleen_US
dc.identifier.doi10.1016/S0167-9236(99)00038-Xen_US
dc.relation.isPartOfDecision Support Systemsen_NZ
pubs.begin-page81en_NZ
pubs.elements-id41062
pubs.end-page104en_NZ
pubs.issue1-2en_NZ
pubs.volume27en_NZ
uow.identifier.article-no1-2en_NZ


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