WANG Haiyan, ZHOU Aidong. Service Discovery Based on User Latent Intentions[J]. Chinese Journal of Electronics, 2016, 25(5): 841-847. doi: 10.1049/cje.2016.08.026
Citation: WANG Haiyan, ZHOU Aidong. Service Discovery Based on User Latent Intentions[J]. Chinese Journal of Electronics, 2016, 25(5): 841-847. doi: 10.1049/cje.2016.08.026

Service Discovery Based on User Latent Intentions

doi: 10.1049/cje.2016.08.026
Funds:  This work is supported by the National Natural Science Foundation of China (No.61201163), and the Natural Science Foundation of Jiangsu Province (No.2011072).
  • Received Date: 2014-06-20
  • Rev Recd Date: 2014-09-29
  • Publish Date: 2016-09-10
  • This paper introduces a concept of User latent intentions (ULI) consisting of user preference intentions and user herd intentions for the expression of a user's personalized requirements of services. Theory of TCP-net and herd psychology is employed for the establishment of user preference decision model and user herd decision model, followed with a user-centric service discovery algorithm based on ULI. Simulation and experimental results demonstrate that the proposed ULI-based service discovery approach can increase the effectiveness of service discovery.
  • loading
  • Y.Z. Wang, X.L. Jin and X.Q. Cheng, "Network big data:Present and future", Chinese Journal of Computers, Vol.36, No.6, pp.1125-1138, 2013.
    R. Perrey and M. Lycett, "Service-oriented architecture", Proceedings of Applications and the Internet Workshops, pp.27-31, 2003.
    L. Clement, A. Hately, C.V. Riegen, et al., "Universal description discovery & integration (UDDI) 3.0.2(2004)", IEEE Network, Vol.15, No.6, pp.30-39, 2001.
    C.B. Ke, Z.Q. Huang, L.Y. Liu, et al., "Research on constraintoriented Web service discovery", Journal of Software, Vol.23, No.10, pp.2665-2678, 2012.
    T. Qiu, X.H. Hu, P. Li, et al., "A semantic matching system mechanism for Web service discovery based on OWL-S", Acta Electronica Sinica, Vol.38, No.1, pp.42-47, 2010.
    A.V. Paliwal, B. Shafiq, J. Vaidya, et al., "Semantics-based automated service discovery", IEEE Transactions on Services Computing, Vol.5, No.2, pp.260-275, 2012.
    G.D. Modica, G. Petralia and O. Tomarchio, "An SLA ontology to support service discovery in future cloud market", 27th International Conference on Advanced Information Networking and Applications Workshops (WAINA), IEEE, pp.1161-1166, 2013.
    R. Benaboud, R. Maamri and Z. Sahnoun, "Agents and OWL-S based semintic web service discovery with user preference support", International Journal of Web & Semantic Technology (IJWesT), Vol.2, No.4, pp.57-75, 2013.
    Z. Noorian, M. Fleming and S. Marsh, "Preference-oriented QoS-based service discovery with dynamic trust and reputation management", Proceedings of the 27th Annual ACM Symposium on Applied Computing, ACM, pp.2014-2021, 2012.
    J. Cao, W. Xu, L. Hu, et al., "A social-aware service recommendation approach for mashup creation", International Journal of Web Services Research (IJWSR). Vol.10, No.1, pp.53-72, 2013.
    X. Chen, Z.B. Zheng, X.D. Liu, et al., "Personalized QoS-aware Web service recommendation and visualization", IEEE Transactions on Services Computing, Vol.6, No.1, pp.35-47, 2013.
    J. Wang, N. Zhang, C. Zeng, et al., "Towards services discovery based on service goal extraction and recommendation", (SCC), 2013 IEEE International Conference on Services Computing, pp.65-72, 2013.
    J. Wu, L. Chen, Z. Zheng, et al., "Clustering Web services to facilitate service discovery", Knowledge and Information Systems, Vol.38, No.1, pp.207-229, 2014.
    M. Driss, N. Moha, Y. Jamoussi, et al., "A requirementcentric approach to web service modeling, discovery, and selection", Service-Oriented Computing, Springer, Berlin Heidelberg, pp.258-272, 2010.
    A.J. Rembert, A. Omokpo, P. Mazzoleni, et al., "Process discovery using prior knowledge", 11th International Conference on Service Oriented Computing (ICSOC 2013), Vol.8274, pp.328-342, 2013.
    A. Brogi, S. Corfini and R. Popescu, "Semantics-based composition-oriented discovery of web service", ACM Transactions on Internet Technology (TOIT), Vol.8, No.4, pp.19.1-19.39, 2008.
    C. Boutilier, R.I. Brafman, C. Domshlak, et al., "CP-nets:A tool for representing and reasoning with conditional ceteris paribus preference statements", Journal of Artificial Intelligence Research, Vol.21, No.21, pp.135-191, 2004.
    R.I. Brafman, C. Domshlak, S.E. Shimony, "On graphical modeling of preference and importance", Journal of Artificial Intelligence Research, Vol.23, No.25, pp.389-424, 2006.
    H. Wang and W. Liu, "Web service selection with quantitative and qualitative user preferences", Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology, Vol.01, pp.404-411, 2011.
    A.V. Banerjee, "A simple model of herd behavior", The Quarterly Journal of Economics, Vol.07, No.3, pp.797-817, 1992.
  • 加载中

Catalog

    通讯作者: 陈斌, bchen63@163.com
    • 1. 

      沈阳化工大学材料科学与工程学院 沈阳 110142

    1. 本站搜索
    2. 百度学术搜索
    3. 万方数据库搜索
    4. CNKI搜索

    Article Metrics

    Article views (167) PDF downloads(530) Cited by()
    Proportional views
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return