Hybrid Collaborative Filtering algorithm for bidirectional Web service recommendation

@article{Cao2012HybridCF,
  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},
  year={2012},
  volume={36},
  pages={607-627}
}
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
Highly Cited
This paper has 64 citations. REVIEW CITATIONS

Citations

Publications citing this paper.
Showing 1-10 of 33 extracted citations

64 Citations

0102030'13'14'15'16'17'18
Citations per Year
Semantic Scholar estimates that this publication has 64 citations based on the available data.

See our FAQ for additional information.

References

Publications referenced by this paper.
Showing 1-10 of 35 references

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

Similar Papers

Loading similar papers…