Where and Why Users "Check In"
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Cho, Yoon-Sik | - |
dc.contributor.author | Steeg, Greg Ver | - |
dc.contributor.author | Galstyan, Aram | - |
dc.date.accessioned | 2023-03-08T20:07:43Z | - |
dc.date.available | 2023-03-08T20:07:43Z | - |
dc.date.issued | 2014-07 | - |
dc.identifier.uri | https://scholarworks.bwise.kr/cau/handle/2019.sw.cau/64746 | - |
dc.description.abstract | The emergence of location based social network (LBSN) services makes it possible to study individuals' mobility patterns at a fine-grained level and to see how they are impacted by social factors. In this study we analyze the check-in patterns in LBSN and observe significant temporal clustering of check-in activities. We explore how self-reinforcing behaviors, social factors, and exogenous effects contribute to this clustering and introduce a framework to distinguish these effects at the level of individual check-ins for both users and venues. Using check-in data from three major cities, we show not only that our model can improve prediction of future check-ins, but also that disentangling of different factors allows us to infer meaningful properties of different venues. | - |
dc.format.extent | 7 | - |
dc.language | 영어 | - |
dc.language.iso | ENG | - |
dc.publisher | ASSOC ADVANCEMENT ARTIFICIAL INTELLIGENCE | - |
dc.title | Where and Why Users "Check In" | - |
dc.type | Article | - |
dc.identifier.bibliographicCitation | PROCEEDINGS OF THE TWENTY-EIGHTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, pp 269 - 275 | - |
dc.description.isOpenAccess | N | - |
dc.identifier.wosid | 000485439700038 | - |
dc.identifier.scopusid | 2-s2.0-84908170820 | - |
dc.citation.endPage | 275 | - |
dc.citation.startPage | 269 | - |
dc.citation.title | PROCEEDINGS OF THE TWENTY-EIGHTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE | - |
dc.identifier.url | https://ojs.aaai.org/index.php/AAAI/article/view/8746/8605 | - |
dc.type.docType | Proceedings Paper | - |
dc.publisher.location | 미국 | - |
dc.relation.journalResearchArea | Computer Science | - |
dc.relation.journalResearchArea | Engineering | - |
dc.relation.journalWebOfScienceCategory | Computer Science, Artificial Intelligence | - |
dc.relation.journalWebOfScienceCategory | Computer Science, Theory & Methods | - |
dc.relation.journalWebOfScienceCategory | Engineering, Electrical & Electronic | - |
dc.description.journalRegisteredClass | scopus | - |
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