DC Field | Value | Language |
---|---|---|
dc.contributor.author | Tsai, Yu-Che | ko |
dc.contributor.author | Guan, Muzhi | ko |
dc.contributor.author | Li, Cheng-Te | ko |
dc.contributor.author | Cha, Meeyoung | ko |
dc.contributor.author | Li, Yong | ko |
dc.contributor.author | Wang, Yue | ko |
dc.date.accessioned | 2023-07-05T00:00:14Z | - |
dc.date.available | 2023-07-05T00:00:14Z | - |
dc.date.created | 2023-07-05 | - |
dc.date.created | 2023-07-05 | - |
dc.date.issued | 2019-11 | - |
dc.identifier.citation | 8th International Conference on Computational Data and Social Networks, CSoNet 2019, pp.155 - 162 | - |
dc.identifier.issn | 0302-9743 | - |
dc.identifier.uri | http://hdl.handle.net/10203/310293 | - |
dc.description.abstract | We predict new adopters of specific items by proposing S-NGCF, a socially-aware neural graph collaborative filtering model. This model uses information about social influence and item adoptions; then it learns the representation of user-item relationships via a graph convolutional network. Experiments show that social influence is essential for adopter prediction. S-NGCF outperforms the prediction of new adopters compared to state-of-the-art methods by 18%. | - |
dc.language | English | - |
dc.publisher | Springer | - |
dc.title | Predicting new adopters via socially-aware neural graph collaborative filtering | - |
dc.type | Conference | - |
dc.identifier.wosid | 000582698500018 | - |
dc.identifier.scopusid | 2-s2.0-85077771021 | - |
dc.type.rims | CONF | - |
dc.citation.beginningpage | 155 | - |
dc.citation.endingpage | 162 | - |
dc.citation.publicationname | 8th International Conference on Computational Data and Social Networks, CSoNet 2019 | - |
dc.identifier.conferencecountry | VN | - |
dc.identifier.conferencelocation | Ho Chi Minh City | - |
dc.identifier.doi | 10.1007/978-3-030-34980-6_18 | - |
dc.contributor.localauthor | Cha, Meeyoung | - |
dc.contributor.nonIdAuthor | Tsai, Yu-Che | - |
dc.contributor.nonIdAuthor | Guan, Muzhi | - |
dc.contributor.nonIdAuthor | Li, Cheng-Te | - |
dc.contributor.nonIdAuthor | Li, Yong | - |
dc.contributor.nonIdAuthor | Wang, Yue | - |
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