Paper Abstract and Keywords |
Presentation |
2015-03-27 13:05
Web Service Discovery with Domain Specific Context Awareness Banage Thenne Gedara Samantha Kumara, Incheon Paik, Koswatte Ralalage Chathurika Koswatte, Akila Siriweera (University of Aizu) SC2014-14 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Service discovery is the process of finding the appropriate services for user request from set of services. Service matchmaking is the very important operation of the discovery process. There are several methods are used in current approaches for calculating the Web service similarity in matchmaking process such as Keyword match, ontology based and information retrieval. These approaches have problems that include discovering semantic characteristics, loss of semantic information and a shortage of high-quality ontologies. Further, the approaches do not consider the domain specific context in measuring the similarity. Thus, they have been failed to capture the semantic similarity of Web services under a certain domain and this is affected to the performance of the service discovery. In this paper, we propose domain specific context aware discovery approach that uses support vector machine and domain data set from search engine in similarity calculation process. Experimental results show that our approach works efficiently. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Service Discovery / Context Awareness / Service Similarity / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 114, no. 525, SC2014-14, pp. 1-6, March 2015. |
Paper # |
SC2014-14 |
Date of Issue |
2015-03-20 (SC) |
ISSN |
Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 |
Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) |
Download PDF |
SC2014-14 |
Conference Information |
Committee |
SC |
Conference Date |
2015-03-27 - 2015-03-28 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Aizu Univ. |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
QoS, SLA, Policy of Service and Cloud and Other Issues |
Paper Information |
Registration To |
SC |
Conference Code |
2015-03-SC |
Language |
English |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Web Service Discovery with Domain Specific Context Awareness |
Sub Title (in English) |
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Service Discovery |
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Context Awareness |
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Service Similarity |
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1st Author's Name |
Banage Thenne Gedara Samantha Kumara |
1st Author's Affiliation |
University of Aizu (University of Aizu) |
2nd Author's Name |
Incheon Paik |
2nd Author's Affiliation |
University of Aizu (University of Aizu) |
3rd Author's Name |
Koswatte Ralalage Chathurika Koswatte |
3rd Author's Affiliation |
University of Aizu (University of Aizu) |
4th Author's Name |
Akila Siriweera |
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University of Aizu (University of Aizu) |
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Speaker |
Author-1 |
Date Time |
2015-03-27 13:05:00 |
Presentation Time |
25 minutes |
Registration for |
SC |
Paper # |
SC2014-14 |
Volume (vol) |
vol.114 |
Number (no) |
no.525 |
Page |
pp.1-6 |
#Pages |
6 |
Date of Issue |
2015-03-20 (SC) |