DC Field | Value | Language |
---|---|---|
dc.contributor.author | Kim, Sundong | ko |
dc.contributor.author | Lee, Jae-Gil | ko |
dc.date.accessioned | 2023-11-06T06:00:59Z | - |
dc.date.available | 2023-11-06T06:00:59Z | - |
dc.date.created | 2023-11-06 | - |
dc.date.issued | 2015-04 | - |
dc.identifier.citation | 2015 31st IEEE International Conference on Data Engineering Workshops, ICDEW 2015, pp.235 - 239 | - |
dc.identifier.uri | http://hdl.handle.net/10203/314309 | - |
dc.description.abstract | Friend recommendation is one of the primary functions in social networking services. Suggesting friends has been done by calculating node-to-node similarity based on topological location in a network or contents on a user's profile. However, this recommendation does not reflect the interest of the user. In this paper, we propose a friend recommendation problem in which the source user wants to get more attention from a special target. The goal of our friend recommendation is finding a set of nodes, which maximizes user's influence on the target. To deliver this problem, we introduce information propagation model on online social networks and define two measures: influence and reluctance. Based on the model, we suggest an IKA(Incremental Katz Approximation) algorithm to effectively recommend relevant users. Our method is compared with topology-based friend recommendation method on synthetic graph datasets, and we show interesting friend recommendation behaviors depending on the topological location of users. | - |
dc.language | English | - |
dc.publisher | IEEE Computer Society | - |
dc.title | Friend recommendation with a target user in social networking services | - |
dc.type | Conference | - |
dc.identifier.wosid | 000380392100043 | - |
dc.identifier.scopusid | 2-s2.0-84944320464 | - |
dc.type.rims | CONF | - |
dc.citation.beginningpage | 235 | - |
dc.citation.endingpage | 239 | - |
dc.citation.publicationname | 2015 31st IEEE International Conference on Data Engineering Workshops, ICDEW 2015 | - |
dc.identifier.conferencecountry | KO | - |
dc.identifier.conferencelocation | Seoul | - |
dc.identifier.doi | 10.1109/ICDEW.2015.7129582 | - |
dc.contributor.localauthor | Lee, Jae-Gil | - |
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