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dc.contributor.authorMedelyan, Olena
dc.contributor.authorWitten, Ian H.
dc.contributor.authorDivoli, Anna
dc.contributor.authorBroekstra, Jeen
dc.date.accessioned2013-08-29T01:56:39Z
dc.date.available2013-08-29T01:56:39Z
dc.date.issued2013
dc.identifier.citationMedelyan, O., Witten, I. H., Divoli, A. & Broekstra, J. (2013). Automatic construction of lexicons, taxonomies, ontologies, and other knowledge structures, Wiley Interdisciplinary Review: Data Mining and Knowledge Discovery, 3(4), 257-279.en_NZ
dc.identifier.urihttps://hdl.handle.net/10289/7911
dc.description.abstractAbstract, structured, representations of knowledge such as lexicons, taxonomies, and ontologies have proven to be powerful resources not only for the systematization of knowledge in general, but to support practical technologies of document organization, information retrieval, natural language understanding, and question-answering systems. These resources are extremely time consuming for people to create and maintain, yet demand for them is growing, particularly in specialized areas ranging from legacy documents of large enterprises to rapidly changing domains such as current affairs and celebrity news. Consequently, researchers are investigating methods of creating such structures automatically from document collections, calling on the proliferation of interlinked resources already available on the web for background knowledge and general information about the world. This review surveys what is possible, and also outlines current research directions.en_NZ
dc.language.isoenen_NZ
dc.publisherWileyen_NZ
dc.relation.urihttp://onlinelibrary.wiley.com/doi/10.1002/widm.1097/abstracten_NZ
dc.subjectcomputer scienceen_NZ
dc.subjectdata miningen_NZ
dc.subjectMachine learning
dc.titleAutomatic construction of lexicons, taxonomies, ontologies, and other knowledge structuresen_NZ
dc.typeJournal Articleen_NZ
dc.identifier.doi10.1002/widm.1097en_NZ
dc.relation.isPartOfWIREs Data Mining Knowledge Discoveryen_NZ
pubs.begin-page257en_NZ
pubs.editionJuly/Augusten_NZ
pubs.elements-id38723
pubs.end-page279en_NZ
pubs.issue4en_NZ
pubs.volume3en_NZ
uow.identifier.article-no4en_NZ


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