A web service recommender system using enhanced syntactical matching

被引:0
|
作者
Blake, M. Brian [1 ]
Nowlan, Michael F. [1 ]
机构
[1] Georgetown Univ, Dept Comp Sci, Washington, DC 20057 USA
基金
美国国家科学基金会;
关键词
web services; discovery; recommendation;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Service-oriented computing (SOC) enables organizations and individual users to discover openly-accessible capabilities realized as services over the Internet. However, service registries can potentially be very large preventing organizations from discovering services in real-time. In fact, consumers may not be aware of the services that can be of most benefit to them. In our work, we introduce a web service recommender system that proactively discovers and manages web services. This paper focuses on the underlying search and ranking algorithms that enable the recommendations. As an innovation, we have analyzed real, fully-operational web services currently available on the Internet and, as a result, have discovered insights into how real web service messages are defined. Using these general naming tendencies coupled with enhanced syntactical methods, we are able to aggregate services by their messages and accurately suggest candidate services to users as a part of daily routines.
引用
收藏
页码:575 / +
页数:2
相关论文
共 50 条
  • [1] Efficient web service composition based on syntactical matching
    Huang, S
    Wang, XL
    Zhou, AY
    2005 IEEE International Conference on e-Technology, e-Commerce and e-Service, Proceedings, 2005, : 782 - 783
  • [2] A WEB SERVICE RECOMMENDER SYSTEM USING USER ONTOLOGY
    Shavalady, Sajjad Haj
    Mohsenzadeh, Mehran
    Neiat, Azadeh Ghari
    Mahmoodi, Fariborz
    PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON ADVANCED COMPUTER THEORY AND ENGINEERING (ICACTE 2009), VOLS 1 AND 2, 2009, : 1883 - 1889
  • [3] WSRS:: A web service recommender system
    Aimeur, Esma
    Daboue, David
    Onana, Flavien Serge Mani
    Benslimane, Djamal
    Maamar, Zakaria
    WEBIST 2007: PROCEEDINGS OF THE THIRD INTERNATIONAL CONFERENCE ON WEB INFORMATION SYSTEMS AND TECHNOLOGIES, VOL IT: INTERNET TECHNOLOGY, 2007, : 284 - +
  • [4] Enhanced Service Recommender and Ranking System Using Browsing Patterns of Users
    Gudla, Suresh Kumar
    Bose, Joy
    Sane, Koushik Reddy
    2019 16TH IEEE ANNUAL CONSUMER COMMUNICATIONS & NETWORKING CONFERENCE (CCNC), 2019,
  • [5] Related work in syntactical Web service discovery
    不详
    IEEE INTERNET COMPUTING, 2008, 12 (05) : 69 - 69
  • [6] A Web Service Recommender System Using Vector Space Model and Latent Semantic Indexing
    Nguyen Ngoc Chan
    Gaaloul, Walid
    Tata, Samir
    25TH IEEE INTERNATIONAL CONFERENCE ON ADVANCED INFORMATION NETWORKING AND APPLICATIONS (AINA 2011), 2011, : 602 - 609
  • [7] Predicting Service Mashup Candidates Using Enhanced Syntactical Message Management
    Blake, M. Brian
    Nowlan, Michael F.
    2008 IEEE INTERNATIONAL CONFERENCE ON SERVICES COMPUTING, PROCEEDINGS, VOL 1, 2008, : 229 - 236
  • [8] WSRec: A Collaborative Filtering Based Web Service Recommender System
    Zheng, Zibin
    Ma, Hao
    Lyu, Michael R.
    King, Irwin
    2009 IEEE INTERNATIONAL CONFERENCE ON WEB SERVICES, VOLS 1 AND 2, 2009, : 437 - 444
  • [9] Web Service Selection using Semantic Matching
    Purohit, Lalit
    Kumar, Sandeep
    INTERNATIONAL CONFERENCE ON ADVANCES IN INFORMATION COMMUNICATION TECHNOLOGY & COMPUTING, 2016, 2016,
  • [10] Collaborative filtering based web service recommender system using users' satisfaction on QoS attributes
    Vadivelou, G.
    2016 INTERNATIONAL CONFERENCE ON INVENTIVE COMPUTATION TECHNOLOGIES (ICICT), VOL 3, 2015, : 972 - 976