A Context-aware Recommender System for Web Service Composition
學年 100
學期 2
發表日期 2012-07-18
作品名稱 A Context-aware Recommender System for Web Service Composition
作品名稱（其他語言）
著者 Chen, Duen-kai
作品所屬單位 淡江大學資訊創新與科技學系
出版者 Institute of Electrical and Electronics Engineers
會議名稱 The Eighth International Conference on Intelligent Information Hiding and Multimedia Signal Processing
會議地點 Piraeus-Athens, Greece
摘要 This study explored the use of context-aware recommender system to facilitate web service composition. The needs for composition of existing web services to generate functionality for users are increasing. And an intelligent framework is needed to alleviate users' burden to discover, select, invoke and combine web services. In this study, we focus on using context-aware recommender system to provide users with the most appropriate web services composition. The concept of context-aware collaborative filtering is used here to learn and predict user preferences, and based on this information, to compose necessary web services to achieve user request. We provide a restaurant recommender system prototype for the restaurant search scenario to demonstrate how proposed architecture works.
關鍵字 Proactive;Recommender system;Web Service Composition
語言 en
收錄於
會議性質 國際
校內研討會地點
研討會時間 20120718~20120720
通訊作者 Chen, Duen-kai
國別 GRC
公開徵稿 Y
出版型式 紙本
出處 Proceeding of The Eighth International Conference on Intelligent Information Hiding and Multimedia Signal Processing, pp.227-229
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