Evaluation of semantic dependencies in a conceptual co-occurrence network of a medical vocabulary

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dc.contributor Aalto-yliopisto fi
dc.contributor Aalto University en
dc.contributor.author Lahti, Lauri
dc.date.accessioned 2016-03-31T09:01:02Z
dc.date.available 2016-03-31T09:01:02Z
dc.date.issued 2016
dc.identifier.citation Lahti, Lauri. 2016. Evaluation of semantic dependencies in a conceptual co-occurrence network of a medical vocabulary. 5th International Conference on Human Computing, Education and Information Management System (ICHCEIMS 2016), 27-28 March 2016, Sydney, Australia.. 11. en
dc.identifier.uri https://aaltodoc.aalto.fi/handle/123456789/20025
dc.description.abstract The amount of medical knowledge is constantly growing thus providing new hope for people having health-relatedproblems. However a challenge is to develop flexible methods to facilitate managing and interpretinglarge medical knowledge entities. There is a need to enhance health literacy by developing personalized healthsupport tools. Furthermore there is a need to assist decision-making with decision support tools. The recent andon-going changes in everyday life both on technological and societal levels (for example adoption of smartphones and personal mobile medical tracking devices, social networking, open source and open data initiatives,fast growth of accumulated medical data, need for new self-care solutions for aging European population)motivate to invest in the development of new computerized personalized methods for knowledge management ofmedical data for diagnosis and treatment. To enable creation of new adaptive personalized health support toolswe have carried out an evaluation of semantic dependencies in a conceptual co-occurrence network covering aset of concepts of a medical vocabulary with experimental results ranging up to 2994 unique nouns, 82814unique conceptual links and 200000 traversed link steps. en
dc.format.extent 11
dc.format.mimetype application/pdf en
dc.language.iso en en
dc.publisher International Conference on Human Computing, Education and Information Management System (ICHCEIMS) en
dc.relation.ispartof 5th International Conference on Human Computing, Education and Information Management System (ICHCEIMS 2016), 27-28 March 2016, Sydney, Australia. en
dc.rights © 2016 Lauri Lahti. en
dc.subject.other Computer science en
dc.subject.other Education en
dc.subject.other Medical sciences en
dc.title Evaluation of semantic dependencies in a conceptual co-occurrence network of a medical vocabulary en
dc.type A4 Artikkeli konferenssijulkaisussa fi
dc.description.version Peer reviewed en
dc.rights.holder Lauri Lahti
dc.contributor.school Perustieteiden korkeakoulu fi
dc.contributor.school School of Science en
dc.contributor.department Tietotekniikan laitos fi
dc.contributor.department Department of Computer Science en
dc.subject.keyword personalized healthcare en
dc.subject.keyword health informatics en
dc.subject.keyword patient guidance en
dc.subject.keyword conceptual network en
dc.subject.keyword the shortest path en
dc.identifier.urn URN:NBN:fi:aalto-201603291476
dc.type.dcmitype text en
dc.type.version Post print en


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