| Presentation | 2020-03-16 Recommendation of Alternative Services Using Graph Embedding Koki Okubo, Yohei Murakami, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Service clustering based on Web service description file (hereafter referred to as WSDL document) has been proposed to discover Web service with similar function. However, the service clustering depends on contents of the WSDL document because this method identifies service functionality by text mining of the WSDL document. As a result, the performance is easily affected by the naming rules of WEB service providers. Therefore, we propose alternative service recommendation based on service dependency. Specifically, we represent the relationship between service combined by a composite service as a graph and find alternative services using the distributed representation of each node acquired by Network Embedding. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Service Recommendation / Network Embedding |
| Paper # | SC2019-48 |
| Date of Issue | 2020-03-09 (SC) |
| Conference Information | |
| Committee | SC |
|---|---|
| Conference Date | 2020/3/16(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Hitachi Central Research Laboratory |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | 【Online Conference】 Machine Learning Systems Engineering and Service Computing, etc. |
| Chair | Masahide Nakamura(Kobe Univ.) |
| Vice Chair | Shinji Kikuchi(NIMS) / Yoji Yamato(NTT) |
| Secretary | Shinji Kikuchi(Tokyo Univ. of Tech.) / Yoji Yamato(Fujitsu Lab.) |
| Assistant | |
| Paper Information | |
| Registration To | Technical Committee on Service Computing |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Recommendation of Alternative Services Using Graph Embedding |
| Sub Title (in English) | |
| Keyword(1) | Service Recommendation |
| Keyword(2) | Network Embedding |
| 1st Author's Name | Koki Okubo |
| 1st Author's Affiliation | Ritsumeikan University(Ritsumeikan Univ.) |
| 2nd Author's Name | Yohei Murakami |
| 2nd Author's Affiliation | Ritsumeikan University(Ritsumeikan Univ.) |
| Date | 2020-03-16 |
| Paper # | SC2019-48 |
| Volume (vol) | vol.119 |
| Number (no) | SC-482 |
| Page | pp.pp.85-90(SC), |
| #Pages | 6 |
| Date of Issue | 2020-03-09 (SC) |