LI Xinming and SUN Yan, “A Service Mining Scheme Based on Semantic for Internet of Things,” Chinese Journal of Electronics, vol. 23, no. 2, pp. 236-242, 2014,
Citation: LI Xinming and SUN Yan, “A Service Mining Scheme Based on Semantic for Internet of Things,” Chinese Journal of Electronics, vol. 23, no. 2, pp. 236-242, 2014,

A Service Mining Scheme Based on Semantic for Internet of Things

Funds:  This work is supported by the National Natural Science Foundation of China (No.61070205, No.61272520).
  • Received Date: 2012-07-01
  • Rev Recd Date: 2012-11-01
  • Publish Date: 2014-04-05
  • As the development of Internet of things (IOT), massive sensors have been deployed as the public infrastructure. With the development of in-depth applications in IOT, service discovery and composition are challenges to the end users. To handle this challenge, we develop a service mining scheme based on semantic for IOT to provide users with interesting composite services. In this scheme, services can be combined and recommended to users actively according to the calculation of service similarity and an updatable semantic database. By the results of service similarity, useless compositions can be filtered out so that energy consumption on service flooding will be reduced. The update strategy of semantic database is also given out, by which the composite services can keep up with time and be more applicative. The benefits of the proposed method are that all operations such as calculating, filtering, and updating are simple enough to be performed in sensor networks.
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  • Luigi Atzori, Antonio Iera and Giacomo Morabito, "SIoT: Giving a social structure to the internet of things", IEEE Communications Letters, Vol.15, No.11, pp.1193-1195, 2011.
    Luigi Atzori, Antonio Iera and Giacomo Morabito, "Makig things socialize in the internet—does it help our lives?", Proceedings of ITU, pp.1-8, 2011.
    Jian Wu, Chaohui Wu, Ying Li, Shuiguang Deng, "Web service discovery based on ontology and similarity of words", Chinese Journal of Computers, Vol.28, No.4, pp.595-602, 2005.
    Guobing Zou, Yang Xiang, Yanglan Gan, Hongyu Sun, Bo Zhang, "Web service discovery method utilizing semantic matching degree calculation", Journal of Chinese Computer System, Vol.11, No.5, pp.807-812, 2010.
    Massimo Paolucci, Takahiro Kawamula, Terry R. Payne, Katia Sycara, "Semantic matching of web service capabilities", ISWC 2002, Lecture Notes in Computer Science, Vol.2342, pp.333-347, 2002.
    Brahim Medjahed, Athman Bouguettaya, Ahmed K. Elmagarmid, "Composing web services on the semantic web", The VLDB Journal, Vol.12, pp.333-351, 2003.
    Du Li, Songqiao Chen, "Dynamic organization model of services based on semantic", Computer Technology and Development, Vol.18, No.11, pp.32-40, 2008.
    Haitao Hu, "Knowledge management and initiative recommendation for business-level and larger-granularity service composition", Ph.D. Thesis. Chinese Academy of Science, 2006.
    Truon Ta, Nuru Yakub Othman, Roch H. Glitho, Ferhat Khendek, "Using web services for bridging end-user applications and wireless sensor networks", Proceedings of the 11th IEEE Symposium on Computers and Communications (ISCC 2006), Cagliari, Sardinia, Italy, pp.347-352, 2006.
    Urs Hunkeler, Hong Linh Truong, Andy Stanford-Clark, "MQTT-S—A publish/subscribe protocol for wireless sensor networks", the 3rd International Conference on Communication Systems Software and Middleware and Workshops, pp.791-798, 2008.
    George Zheng, Athman Bouguettaya, "A web service mining framework", IEEE International Conference on Web Services (ICWS2007), pp.1096-1103, 2007.
    George Zheng, Athman Bouguettaya, "Service mining on the web", IEEE Trans. on Services Computing, Vol.2, No.1, pp.65-78, 2009.
    Siming Yang, Yang Xu, Qingyi He, "Ontology based service discovery method for Internet of things, Internet of things (iThings/CPSCom), 2011 International Conference on and 4th International Conference on Cyber, Physical and Social Computing, pp.43-47, 2011.
    Sarfraz Alam and Josef Noll, "A semantic enhanced service proxy framework for internet of things, green computing and communications (GreenCom)", 2010 IEEE/ACM Int'l Conference on & Int'l Conference on Cyber, Physical and Social Computing (CPSCom), pp.488-495, 2010.
    D.B. West, Introduction to Graph Theory, Second Edition. China Machine Press, 2004.
    J.A. Bondy, U.S.R.Murty, Graph Theory with Application, New Yory: North Holland. 1976.
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