Full metadata record

DC Field Value Language
dc.contributor.authorKim, S.-R.-
dc.contributor.authorChoi, S.-M.-
dc.contributor.authorKim, L.-H.-
dc.contributor.authorHan, Y.-S.-
dc.date.accessioned2024-01-12T06:56:37Z-
dc.date.available2024-01-12T06:56:37Z-
dc.date.created2022-03-07-
dc.date.issued2012-01-
dc.identifier.issn0000-0000-
dc.identifier.urihttps://pubs.kist.re.kr/handle/201004/80425-
dc.description.abstractNowadays, user is provided with many contents, which the previous search engines failed to find, thanks to various recommendation systems. These recommendation algorithms are usually carried out using collaborating filtering algorithm, which predicts user's preference, or contents based algorithm, which calculates on the basis of the similarity between contents. In addition to the above algorithms, many algorithms using user's context have been recently developed. Based on the previous researches, this paper proposes a new system to categorize contents information into various factors and learn user's selection. First, we divide information of items into four types and make user preference pattern using each information type. The information types can express more various user preferences and user preference pattern can calmly deal with user preference. Then, we calculate the score for recommendation using user preference pattern. That is, our system is constructed on these three modules: item analyzing module, user pattern analyzing module and recommendation score module. Lastly, we provide entire system flow to show how they work. Copyright ? IARIA, 2012.-
dc.languageEnglish-
dc.publisherACHI-
dc.titleA recommendation method based on contents and user feedback-
dc.typeConference-
dc.description.journalClass1-
dc.identifier.bibliographicCitation5th International Conference on Advances in Computer-Human Interactions, ACHI 2012, pp.251 - 255-
dc.citation.title5th International Conference on Advances in Computer-Human Interactions, ACHI 2012-
dc.citation.startPage251-
dc.citation.endPage255-
dc.citation.conferencePlaceSP-
dc.citation.conferencePlaceValencia-
dc.citation.conferenceDate2012-01-30-
dc.relation.isPartOfACHI 2012 - 5th International Conference on Advances in Computer-Human Interactions-
dc.identifier.scopusid2-s2.0-84883215644-
Appears in Collections:
KIST Conference Paper > 2012
Files in This Item:
There are no files associated with this item.
Export
RIS (EndNote)
XLS (Excel)
XML

qrcode

Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.

BROWSE