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dc.contributor.authorHadzic, Maja
dc.contributor.authorD'Souza, R
dc.contributor.authorHadzic, Fedja
dc.contributor.authorDillon, Tharam S.
dc.contributor.editorChang, Elizabeth and Hussain, Farookh
dc.date.accessioned2017-01-30T11:18:26Z
dc.date.available2017-01-30T11:18:26Z
dc.date.created2009-02-04T18:02:21Z
dc.date.issued2008
dc.identifier.citationHadzic, Maja and D'Souza, Russel and Hadzic, Fedja and Dillon, Tharam. 2008. Synergy on ontology and data mining: increasing value of the mental health, in Chang, E. and Hussain, F. (ed), Second International Conference on Digital Ecosystems and Technology, Feb 26 2008, pp. 600-603. Phitsanulok, Thailand: Institute of Electrical and Electronics Engineers (IEEE).
dc.identifier.urihttp://hdl.handle.net/20.500.11937/10373
dc.description.abstract

Increase in mental health research has lead to an accumulation of mental health information. This information covers different aspects of mental health domain and provides a huge range of results. There is a need for an effective and efficient system to enable intelligent use of all this information. Specific and targeted searches are very difficult with current search engines as they look for the specific string of letters within the text rather than its meaning. Even within a specific resource, such as PubMed, it is difficult to find, link and share specific information when needed.In this paper we present a system resulting from synergy of ontology and data mining technologies. This system uses the Generic Mental Health Ontology to perform intelligent information searches. Furthermore, it uses data mining algorithms to analyze the retrieved information, and extract patterns and knowledge hidden within this information. The ontology and data-mining work in concert to increase value of the mental health information within PubMed database.

dc.publisherInstitute of Electrical and Electronics Engineers (IEEE)
dc.titleSynergy on ontology and data mining: increasing value of the mental health
dc.typeConference Paper
dcterms.source.startPage600
dcterms.source.endPage603
dcterms.source.titleProceedings of the 2nd international conference on digital ecosystems and technologies (DEST 2008)
dcterms.source.seriesProceedings of the 2nd international conference on digital ecosystems and technologies (DEST 2008)
dcterms.source.isbn9781424414895
dcterms.source.conference2nd International Conference on Digital Ecosystems and Technology (DEST 2008)
dcterms.source.conference-start-date26 Feb 2008
dcterms.source.conferencelocationPhitsanulok, Thailand
dcterms.source.placeThailand
curtin.note

Copyright © 2008 IEEE. This material is presented to ensure timely dissemination of scholarly and technical work. Copyright and all rights therein are retained by authors or by other copyright holders. All persons copying this information are expected to adhere to the terms and constraints invoked by each author's copyright. In most cases, these works may not be reposted without the explicit permission of the copyright holder.

curtin.departmentCentre for Extended Enterprises and Business Intelligence
curtin.accessStatusFulltext not available
curtin.facultyCurtin Business School
curtin.facultySchool of Economics and Finance


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