A Hybrid Approach to QoS-Aware Web Service Classification and Recommendation

被引：10
|
作者：
Moraru, Alexandra [1 ]
Fortuna, Carolina [2 ]
Fortuna, Blaz [3 ]
Slavescu, Radu Razvan [1 ]
机构：
[1] Tech Univ Cluj Napoca, Dept Comp Sci, George Baritiu 26-28, Cluj Napoca 400027, Romania
[2] Jozef Stefan Inst, Dept Commun Syst, Ljubljana, Slovenia
[3] Jozef Stefan Inst, Dept Knowledge Technol, Ljubljana, Slovenia
来源：
2009 IEEE 5TH INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTER COMMUNICATION AND PROCESSING, PROCEEDINGS | 2009年
关键词：
D O I：
10.1109/ICCP.2009.5284738
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
The proliferation of Web Services (WSs) has given significant importance to the Quality of Service (QoS) in the discovery process. This paper introduces a hybrid system which combines semantic technology and logic based reasoning (i.e. OpenCyc) with numerical calculus to class), evaluate and then recommend QoS aware WSs. The system is able to answer high level composed functional and/or nonfunctional queries related to a real-life dataset containing 2500 WS, therefore enabling classification and recommendation of WSs.
引用
收藏
页码：343 / +
页数：2
相关论文
共 50 条
  • [1] A Ranking-oriented Hybrid Approach to QoS-aware Web Service Recommendation
    Chen, Mingming
    Ma, Yutao
    Hu, Bo
    Zhang, Liang-Jie
    [J]. 2015 IEEE 12TH INTERNATIONAL CONFERENCE ON SERVICES COMPUTING (SCC 2015), 2015, : 578 - 585
  • [2] 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
  • [3] Personalized QoS-Aware Web Service Recommendation and Visualization
    Chen, Xi
    Zheng, Zibin
    Liu, Xudong
    Huang, Zicheng
    Sun, Hailong
    [J]. IEEE TRANSACTIONS ON SERVICES COMPUTING, 2013, 6 (01) : 35 - 47
  • [4] QoS-Aware Web Service Recommendation using a New Collaborative Filtering Approach
    Nasirlou, Naeimeh
    Kazem, Ali Asghar Pourhaji
    [J]. INTERNATIONAL JOURNAL OF NEXT-GENERATION COMPUTING, 2018, 9 (03): : 174 - 188
  • [5] QoS-Aware Web Service Recommendation with Reinforced Collaborative Filtering
    Zou, Guobing
    Jiang, Ming
    Niu, Sen
    Wu, Hao
    Pang, Shengye
    Gan, Yanglan
    [J]. SERVICE-ORIENTED COMPUTING (ICSOC 2018), 2018, 11236 : 430 - 445
  • [6] QoS-Aware Graph Contrastive Learning for Web Service Recommendation
    Choi, Jeongwhan
    Ryu, Duksan
    [J]. PROCEEDINGS OF THE 2023 30TH ASIA-PACIFIC SOFTWARE ENGINEERING CONFERENCE, APSEC 2023, 2023, : 171 - 180
  • [7] A Web Service Discovery Approach for QoS-Aware Service Composition
    Chang Guofeng
    [J]. ADVANCED TECHNOLOGY IN TEACHING - PROCEEDINGS OF THE 2009 3RD INTERNATIONAL CONFERENCE ON TEACHING AND COMPUTATIONAL SCIENCE (WTCS 2009), VOL 2: EDUCATION, PSYCHOLOGY AND COMPUTER SCIENCE, 2012, 117 : 501 - 506
  • [8] A declarative approach for QoS-Aware web service compositions
    Baligand, Fabien
    Rivierre, Nicolas
    Ledoux, Thomas
    [J]. SERVICE-ORIENTED COMPUTING - ICSOC 2007, PROCEEDINGS, 2007, 4749 : 422 - +
  • [9] QoS-Aware Web Service Recommendation using Collaborative Filtering with PGraph
    Zhou, Zuojian
    Wang, Binbin
    Guo, Jie
    Pan, Jingui
    [J]. 2015 IEEE INTERNATIONAL CONFERENCE ON WEB SERVICES (ICWS), 2015, : 392 - 399
  • [10] QoS-Aware Cloud Service Recommendation Using Metaheuristic Approach
    Mohapatra, Soumya Snigdha
    Kumar, Rakesh Ranjan
    Alenezi, Mamdouh
    Zamani, Abu Taha
    Parveen, Nikhat
    [J]. ELECTRONICS, 2022, 11 (21)
12345