Guest Editorial: Recommendation Techniques for Services Computing and Cloud Computing

被引:1
作者
Lyu, Michael R. [1 ,2 ]
Zhang, Liang-Jie [3 ]
机构
[1] Chinese Univ Hong Kong, Shenzhen Res Inst, Hong Kong, Hong Kong, Peoples R China
[2] Chinese Univ Hong Kong, Dept Comp Sci & Engn, Hong Kong, Hong Kong, Peoples R China
[3] Kingdee Int Software Grp Co Ltd, Shenzhen 518000, Peoples R China
关键词
Recommendation technique; services computing; cloud computing; Quality-of-Service;
D O I
10.1109/TSC.2015.2428791
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
As the number of Web services surges rapidly, recommending the right service for various users on demand has become one of the most challenging research issues in the fields of services computing and cloud computing. This special issue focuses on the recommendation techniques for services computing and cloud computing including classic recommendation algorithms for services computing and cloud computing, emerging recommendation techniques for service selection and composition, and applications of recommendation techniques in composition of complex service mashups, ad-hoc social networks, and green cloud environment. The papers introduced in this special issue illustrate the efficiency and effectiveness of services computing and cloud computing, while demonstrating a variety of challenges that arise. It is expected that this special issue, as a whole, will provide integrated and synthesized view of the current state of the art, identify key challenges, possible research directions and opportunities for investigation, and promote community-building efforts among researchers and practitioners in the related fields.
引用
收藏
页码:422 / 424
页数:3
相关论文
共 8 条
  • [1] Instant Recommendation for Web Services Composition
    Chen, Liang
    Wu, Jian
    Jian, Hengyi
    Deng, Hongbo
    Wu, Zhaohui
    [J]. IEEE TRANSACTIONS ON SERVICES COMPUTING, 2014, 7 (04) : 586 - 598
  • [2] OmniSuggest: A Ubiquitous Cloud-Based Context-Aware Recommendation System for Mobile Social Networks
    Khalid, Osman
    Khan, Muhammad Usman Shahid
    Khan, Samee U.
    Zomaya, Albert Y.
    [J]. IEEE TRANSACTIONS ON SERVICES COMPUTING, 2014, 7 (03) : 401 - 414
  • [3] Personalized Recommendation over a Customer Network for Ubiquitous Shopping
    Kim, Hyea Kyeong
    Kim, Jae Kyeong
    Ryu, Young U.
    [J]. IEEE TRANSACTIONS ON SERVICES COMPUTING, 2009, 2 (02) : 140 - 151
  • [4] Sarwar B., 2001, P 10 INT C WORLD WID, VI, P285, DOI DOI 10.1145/371920.372071
  • [5] Xi Chen, 2010, 2010 IEEE International Conference on Web Services (ICWS), P9, DOI 10.1109/ICWS.2010.27
  • [6] Zhang L.-J., 2007, P SPRINGER
  • [7] Personalized Reliability Prediction of Web Services
    Zheng, Zibin
    Lyu, Michael R.
    [J]. ACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY, 2013, 22 (02)
  • [8] QoS-Aware Web Service Recommendation by Collaborative Filtering
    Zheng, Zibin
    Ma, Hao
    Lyu, Michael R.
    King, Irwin
    [J]. IEEE TRANSACTIONS ON SERVICES COMPUTING, 2011, 4 (02) : 140 - 152