| Presentation | 2017-06-02 Domain Information Measure with Novel Ontology Generation for Web Service Clustering Rupasingha Arachchilage Hiruni Madhusha Rupasingha, Incheon Paik, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | With the growth of the Internet, considerable web services are increasing rapidly in service communities. By reason of that Web service clustering is become a challenging and time consuming task. In this study, we propose a new domain specificity based ontology generation for Web service clustering. Because the specificity of a term describes the amount of domain-specific information contained in that term and it is a main point to improve the domain ontology. New ontology is generated by comparing term specificity values. Generated ontology is used to similarity calculation through new logic-based filters and an agglomerative clustering algorithm used for the clustering. Finally, through a set of experiments deployed on Web service dataset, we validate the feasibility of our approach by outperforms comparable existing approaches. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Web services / Web service clustering / Term specificity / Ontology learning / Service similarity / Information retrieval |
| Paper # | SC2017-6 |
| Date of Issue | 2017-05-26 (SC) |
| Conference Information | |
| Committee | SC |
|---|---|
| Conference Date | 2017/6/2(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | University of Aizu(UBIC 3D) |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Service Computing including IoT, Big Data Analytics, Intelligent Communication System, and Other Issues |
| Chair | Incheon Paik(Univ. of Aizu) |
| Vice Chair | Masahide Nakamura(Kobe Univ.) |
| Secretary | Masahide Nakamura(NICT) |
| Assistant | |
| Paper Information | |
| Registration To | Technical Committee on Service Computing |
|---|---|
| Language | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Domain Information Measure with Novel Ontology Generation for Web Service Clustering |
| Sub Title (in English) | |
| Keyword(1) | Web services |
| Keyword(2) | Web service clustering |
| Keyword(3) | Term specificity |
| Keyword(4) | Ontology learning |
| Keyword(5) | Service similarity |
| Keyword(6) | Information retrieval |
| 1st Author's Name | Rupasingha Arachchilage Hiruni Madhusha Rupasingha |
| 1st Author's Affiliation | University of Aizu(Univ. of Aizu) |
| 2nd Author's Name | Incheon Paik |
| 2nd Author's Affiliation | University of Aizu(Univ. of Aizu) |
| Date | 2017-06-02 |
| Paper # | SC2017-6 |
| Volume (vol) | vol.117 |
| Number (no) | SC-75 |
| Page | pp.pp.27-32(SC), |
| #Pages | 6 |
| Date of Issue | 2017-05-26 (SC) |