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dc.contributor.author 손창식 -
dc.contributor.author 최락현 -
dc.contributor.author 강원석 -
dc.date.accessioned 2018-09-17T12:52:40Z -
dc.date.available 2018-09-17T12:52:40Z -
dc.date.created 2018-09-11 -
dc.date.created 2018-09-11 -
dc.date.created 2018-09-11 -
dc.date.created 2018-09-11 -
dc.date.created 2018-09-11 -
dc.date.created 2018-09-11 -
dc.date.issued 2018-08 -
dc.identifier.citation 대한임베디드공학회논문지, v.13, no.4, pp.215 - 223 -
dc.identifier.issn 1975-5066 -
dc.identifier.uri http://hdl.handle.net/20.500.11750/9295 -
dc.description.abstract Recently, as interest of wearable devices has increased, commercially available smart wristbands and applications have been used as a tool for personal healthy management. However most previous studies have focused on evaluating the accuracy and reliability of the technical problems of wearable devices, especially step counts, walking distance, and energy consumption measured from the smart wristbands. In this study, we propose a physical activity evaluation model using classification rules, induced from the associative classification mining approach. These rules associated with five physical activities were generated by considering activities and walking times in target heart rate zones such as ‘Out-of Zone’, ‘Fat Burn Zone’, ‘Cardio Zone’, and ‘Peak Zone’. In the experiment, we evaluated the prediction power of classification rules and verified its effectiveness by comparing classification accuracies between the proposed model and support vector machine. -
dc.language Korean -
dc.publisher 대한임베디드공학회 -
dc.title 연관 분류 마이닝 기법을 활용한 지식기반신체활동 평가 모델 -
dc.title.alternative A Knowledge Based Physical Activity Evaluation Model Using Associative Classification Mining Approach -
dc.type Article -
dc.identifier.doi 10.14372/IEMEK.2018.13.4.215 -
dc.type.local Article(Domestic) -
dc.type.rims ART -
dc.description.journalClass 2 -
dc.citation.publicationname 대한임베디드공학회논문지 -
dc.identifier.kciid ART002380391 -
dc.contributor.localauthor 손창식 -
dc.contributor.localauthor 최락현 -
dc.contributor.localauthor 강원석 -
dc.contributor.nonIdAuthor 손창식 -
dc.contributor.nonIdAuthor 최락현 -
dc.identifier.citationVolume 13 -
dc.identifier.citationNumber 4 -
dc.identifier.citationStartPage 215 -
dc.identifier.citationEndPage 223 -
dc.identifier.citationTitle 대한임베디드공학회논문지 -
dc.description.isOpenAccess N -


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