| dc.contributor | 資科系 | |
| dc.creator (作者) | Tsai, Ming-Feng;Wang, Chuan-Ju;Lin, Zhe-Li | |
| dc.creator (作者) | 蔡銘峰 | zh_TW |
| dc.date (日期) | 2015-06 | |
| dc.date.accessioned | 22-Jun-2016 17:14:58 (UTC+8) | - |
| dc.date.available | 22-Jun-2016 17:14:58 (UTC+8) | - |
| dc.date.issued (上傳時間) | 22-Jun-2016 17:14:58 (UTC+8) | - |
| dc.identifier.uri (URI) | http://nccur.lib.nccu.edu.tw/handle/140.119/98236 | - |
| dc.description.abstract (摘要) | How will the reputations of individuals in a social network be in uenced by their communities in a quantitative way? This work attempts to observe the collaborative events occurring at individuals involved in a social network to obtain such crucial knowledge. We propose a Factorization Machine approach to nd out the latent social in uence among the individuals based on their collaborations. Experiments conducted on a real-world DBLP dataset verify that the proposed approach can discover the latent social in uence among individuals and provide a better predictive model than several baselines. | |
| dc.format.extent | 250356 bytes | - |
| dc.format.mimetype | application/pdf | - |
| dc.relation (關聯) | Proceedings of the 2015 ACM Web Science (WebSci `15), 2015 | |
| dc.subject (關鍵詞) | Social Influence Analysis, Collaborative Filtering, Factorization Machines | |
| dc.title (題名) | Social Influencer Analysis with Factorization Machines | |
| dc.type (資料類型) | conference | |
| dc.identifier.doi (DOI) | 10.1145/2786451.2786490 | |
| dc.doi.uri (DOI) | http://dx.doi.org/10.1145/2786451.2786490 | |
