講演抄録/キーワード |
講演名 |
2016-11-04 11:30
Web Service Clustering through Calculating Semantic Similarity of Web Services using Novel Ontology Learning Method ○Rupasingha Arachchilage Hiruni Madhusha Rupasingha・Incheon Paik(UOA)・Banage Thenne Gedara Samantha Kumara(SUSL) SC2016-21 |
抄録 |
(和) |
Web service clustering is playing a major role in the efficient Web service discovery and
recommendation. Clustering is depending on grouping similar Web services by calculating similarity values. In
this paper, we propose a Web service clustering method through calculating semantic similarity of Web services
using a novel ontology learning method. New ontology generation is based on the specific terms rather than
general terms. Specific terms are taking a main part when classifying the domain information than general
terms. New ontology filters are introduced for similarity calculation. Information-retrieval based methods used
to manage failure situation of ontology based similarity calculation. Experimental results show the effectiveness
of clustering process comparing with existing approaches. |
(英) |
Web service clustering is playing a major role in the efficient Web service discovery and
recommendation. Clustering is depending on grouping similar Web services by calculating similarity values. In
this paper, we propose a Web service clustering method through calculating semantic similarity of Web services
using a novel ontology learning method. New ontology generation is based on the specific terms rather than
general terms. Specific terms are taking a main part when classifying the domain information than general
terms. New ontology filters are introduced for similarity calculation. Information-retrieval based methods used
to manage failure situation of ontology based similarity calculation. Experimental results show the effectiveness
of clustering process comparing with existing approaches. |
キーワード |
(和) |
Term Specificity / Ontology Learning / Similarity Calculation / Information Retrieval / Web Service Clustering / / / |
(英) |
Term Specificity / Ontology Learning / Similarity Calculation / Information Retrieval / Web Service Clustering / / / |
文献情報 |
信学技報, vol. 116, no. 287, SC2016-21, pp. 13-18, 2016年11月. |
資料番号 |
SC2016-21 |
発行日 |
2016-10-28 (SC) |
ISSN |
Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 |
著作権に ついて |
技術研究報告に掲載された論文の著作権は電子情報通信学会に帰属します.(許諾番号:10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) |
PDFダウンロード |
SC2016-21 |