| Presentation | 2014-01-10 Context Aware Web Service Similarity and Visualization Banage T. G. S. Kumara, Incheon Paik, Hiroki Ohashi, Yuichi Yaguchi, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Web service similarity calculation is a major challenge in service computing research. There are several methods used in current similarity calculation approaches such as keyword, information retrieval, ontology and hybrid methods. However, these approaches do not consider the context when measuring the similarity. So these approaches failed to capture the semantic of terms, which exist under a certain domain. In this paper, we propose context aware similarity method, which uses search results from search engines and support vector machine. Then, we apply Associated Keyword Space (ASKS) algorithm which is effective for noisy data and projected results from a three-dimensional (3D) sphere to a two dimensional (2D) spherical surface for 2D visualization according to the similarity. Experimental results show our similarity calculation approach has better performance comparing with existing approaches and services are plotted on a sphere by considering their similarity. Further, our approach aids to search Web services by visualization result. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Web service clustering / Context aware service similarity / ASKS |
| Paper # | SC2013-18 |
| Date of Issue |
| Conference Information | |
| Committee | SC |
|---|---|
| Conference Date | 2014/1/3(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
| Secretary | |
| Assistant | |
| Paper Information | |
| Registration To | Services Computing (SC) |
|---|---|
| Language | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Context Aware Web Service Similarity and Visualization |
| Sub Title (in English) | |
| Keyword(1) | Web service clustering |
| Keyword(2) | Context aware service similarity |
| Keyword(3) | ASKS |
| 1st Author's Name | Banage T. G. S. Kumara |
| 1st Author's Affiliation | School of Computer Science and Engineering University of Aizu() |
| 2nd Author's Name | Incheon Paik |
| 2nd Author's Affiliation | School of Computer Science and Engineering University of Aizu |
| 3rd Author's Name | Hiroki Ohashi |
| 3rd Author's Affiliation | School of Computer Science and Engineering University of Aizu |
| 4th Author's Name | Yuichi Yaguchi |
| 4th Author's Affiliation | School of Computer Science and Engineering University of Aizu |
| Date | 2014-01-10 |
| Paper # | SC2013-18 |
| Volume (vol) | vol.113 |
| Number (no) | 376 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |