Hybrid Collaborative Filtering algorithm for bidirectional Web service recommendation

  title={Hybrid Collaborative Filtering algorithm for bidirectional Web service recommendation},
  author={Jie Cao and Zhiang Wu and Youquan Wang and Yanping Zhuang},
  journal={Knowledge and Information Systems},
Web service recommendation has become a hot yet fundamental research topic in service computing. The most popular technique is the Collaborative Filtering (CF) based on a user-item matrix. However, it cannot well capture the relationship between Web services and providers. To address this issue, we first design a cube model to explicitly describe the relationship among providers, consumers and Web services. And then, we present a Standard Deviation based Hybrid Collaborative Filtering (SD-HCF… CONTINUE READING
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Publications referenced by this paper.
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Collaborative reliability prediction for service-oriented systems

  • Z Zheng, R Michael
  • Proceedings of the ACM/IEEE 32nd international…
  • 2010
Highly Influential
5 Excerpts

QoS guaranteed service resource co-allocation and management

  • Z Wu, J Luo, A Song, J Cao
  • J Softw
  • 2009
Highly Influential
10 Excerpts

Effective algorithms for web services selection with end-to-end QoS constraints

  • Y Tao, Y Zhang, K Lin
  • ACM Trans Web (TWEB)
  • 2007
Highly Influential
10 Excerpts

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