Personalized QoS Prediction forWeb Services via Collaborative Filtering
作者： Lingshuang Shao , Jing Zhang , Yong Wei , Junfeng Zhao , Bing Xie
关键词:
摘要: Many researchers propose that, not only functional but also non-functional properties, also known as quality of service (QoS), should be taken into consideration when consumers select services. Consumers need to make prediction on quality of unused web services before selecting. Usually, this prediction is based on other consumers' experiences. Being aware of different QoS experiences of consumers, this paper proposes a collaborative filtering based approach to making similarity mining and prediction from consumers' …
ieeecomputersociety.org参考文章(18)
Liang-Tien Chia, Chen Zhou, Bilhanan Silverajan, Bu-Sung Lee, UX- An Architecture Providing QoS-Aware and Federated Support for UDDI. international conference on web services. pp. 171- 176 ,(2003)
Matthias Wagner, Wolf-Tilo Balke, Cooperative Discovery for User-Centered Web Service Provisioning. international conference on web services. pp. 191- 197 ,(2003)
C.K. Fung, P.C.K. Hung, D.H. Folger, Achieving survivability in business process execution language for Web services (BPEL) with exception-flows ieee international conference on e-technology, e-commerce and e-service. pp. 68- 74 ,(2005) , 10.1109/EEE.2005.26
Natallia Kokash, Aliaksandr Birukou, Vincenzo D’Andrea, Web Service Discovery Based on Past User Experience Business Information Systems. pp. 95- 107 ,(2007) , 10.1007/978-3-540-72035-5_8
A. Soydan Bilgin, M.P. Singh, A DAML-based repository for QoS-aware semantic Web service selection international conference on web services. pp. 368- 375 ,(2004) , 10.1109/ICWS.2004.3
A. K. Jain, M. N. Murty, P. J. Flynn, Data clustering: a review ACM Computing Surveys. ,vol. 31, pp. 264- 323 ,(1999) , 10.1145/331499.331504
Marko Balabanović, Yoav Shoham, Fab Communications of the ACM. ,vol. 40, pp. 66- 72 ,(1997) , 10.1145/245108.245124
Casey K. Fung, Patrick C.K. Hung, Richard C. Linger, Guijun Wang, Gwendolyn H. Walton, A Service-Oriented Composition Framework with QoS Management International Journal of Web Services Research. ,vol. 3, pp. 108- 132 ,(2006) , 10.4018/JWSR.2006070105
Shuping Ran, A model for web services discovery with QoS ACM SIGecom Exchanges. ,vol. 4, pp. 1- 10 ,(2003) , 10.1145/844357.844360
Jonathan L. Herlocker, Joseph A. Konstan, Al Borchers, John Riedl, An algorithmic framework for performing collaborative filtering international acm sigir conference on research and development in information retrieval. ,vol. 51, pp. 230- 237 ,(1999) , 10.1145/3130348.3130372