Semantic Web service discovery: state-of-the-art and research challenges

被引:0
|
作者
Le Duy Ngan
Rajaraman Kanagasabai
机构
[1] Agency for Science,Institute for Infocomm Research (I2R)
[2] Technology and Research (A*STAR),undefined
来源
关键词
Agent systems; Semantic technologies; Semantic Web service discovery; Service discovery paradigms; Service discovery platforms;
D O I
暂无
中图分类号
学科分类号
摘要
Ubiquitous computing paradigms involving social agents require principled selection of services, context-aware analysis, and satisfaction of requests, as well as dynamic interaction and negotiation with other agents. Synergies between semantic technologies and service discovery facilitate rich and formal representations of services and agent interactions as well as specialization and generalization of service needs. In this paper, we provide an extensive review of semantic Web service discovery, highlighting the state-of-the-art approaches, the key semantic formalisms employed, as well as benchmarks and testbeds for performance evaluation. Defining a generic framework for semantic service discovery, we describe the key tasks and criteria involved in agent-based computing. A detailed comparison of the popular discovery systems is performed with a discussion on trade-offs between existing approaches. We conclude by pointing out important research challenges to be addressed for next-generation service discovery by dynamic multi-agent systems in complex environments.
引用
收藏
页码:1741 / 1752
页数:11
相关论文
共 50 条
  • [1] Semantic Web service discovery: state-of-the-art and research challenges
    Le Duy Ngan
    Kanagasabai, Rajaraman
    [J]. PERSONAL AND UBIQUITOUS COMPUTING, 2013, 17 (08) : 1741 - 1752
  • [2] Semantic ETL - State-of-the-art and open research challenges
    Chakraborty, Jaydeep
    Padki, Aparna
    Bansal, Srividya K.
    [J]. 2017 11TH IEEE INTERNATIONAL CONFERENCE ON SEMANTIC COMPUTING (ICSC), 2017, : 413 - 418
  • [3] A comprehensive survey on semantic interoperability for Internet of Things: State-of-the-art and research challenges
    Rahman, Hafizur
    Hussain, Md. Iftekhar
    [J]. TRANSACTIONS ON EMERGING TELECOMMUNICATIONS TECHNOLOGIES, 2020, 31 (12):
  • [4] The blockchain: State-of-the-art and research challenges
    Yang, Lu
    [J]. JOURNAL OF INDUSTRIAL INFORMATION INTEGRATION, 2019, 15 : 80 - 90
  • [5] Semantic Web Services Discovery: A Survey and Research Challenges
    Hammami, Randa
    Bellaaj, Hatem
    Kacem, Ahmed Hadj
    [J]. INTERNATIONAL JOURNAL ON SEMANTIC WEB AND INFORMATION SYSTEMS, 2018, 14 (04) : 57 - 72
  • [6] Service Composition and Optimal Selection in Cloud Manufacturing: State-of-the-Art and Research Challenges
    Alinani, Karim
    Liu, Deshun
    Zhou, Dong
    Wang, Guojun
    [J]. IEEE ACCESS, 2020, 8 : 223988 - 224005
  • [7] Towards a web payment framework: State-of-the-art and challenges
    Ruiz-Martinez, Antonio
    [J]. ELECTRONIC COMMERCE RESEARCH AND APPLICATIONS, 2015, 14 (05) : 345 - 350
  • [8] The Revolution of Blockchain: State-of-the-Art and Research Challenges
    Namasudra, Suyel
    Deka, Ganesh Chandra
    Johri, Prashant
    Hosseinpour, Mohammad
    Gandomi, Amir H.
    [J]. ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING, 2021, 28 (03) : 1497 - 1515
  • [9] Embedded Intelligence: State-of-the-Art and Research Challenges
    Seng, Kah Phooi
    Ang, Li-Minn
    [J]. IEEE ACCESS, 2022, 10 : 59236 - 59258
  • [10] Cloud computing: state-of-the-art and research challenges
    Zhang, Qi
    Cheng, Lu
    Boutaba, Raouf
    [J]. JOURNAL OF INTERNET SERVICES AND APPLICATIONS, 2010, 1 : 7 - 18