An Effective Method for Mapping Web User Profile based on Domain Ontology

  • Authors

    • A. M Ratheeshkumar
    • M. Rajkumar
    • S. Balakrishnan
    • T. R Kalaiarasan
    2018-11-27
    https://doi.org/10.14419/ijet.v7i4.19.21984
  • Ontology, text categorization, jakard and cosine techniques.
  • Ontology is characterized as ideas, characteristics and relations that can be utilized to depict and speak to a territory of learning. The main aim of this paper is to create a personalized ontology for web information gathering using language processing techniques. Models use just learning from a worldwide or client's nearby data while speaking to the client profiles. Keeping in mind the end goal to make client's neighboring case archives for coordinating with the portrayal of a worldwide learning base and also to build up a combined ontology using strategies like ontology mapping technique, text categorization, jakard and cosine similarity methods are used to evaluate the efficiency.

     

     

  • References

    1. [1] http://ontobroker.semanticweb.org.

      [2] www.daml.org.

      [3] www.wordnet.com.

      [4] IEEE Intelligent Systems, 16(2), 2001.

      [5] A. Agresti. Categorical Data Analysis. Wiley, New York, NY, 1990.

      [6] R. Cooley, B. Mobasher, and J. Srivastava. Data Preparation for Mining World Wide Web Browsing Patterns. Knowledge and Information Systems, 1(1):5–32, 1999.

      [7] J. Han and K.C.-C. Chang, “Data Mining for Web Intelligence,†Computer, vol. 35, no. 11, pp. 64-70, Nov. 2002.

      [8] B.J. Jansen, A. Spink, J. Bateman, and T. Saracevic, “Real Life Information Retrieval: A Study of User Queries on the Web,†ACM SIGIR Forum, vol. 32, no. 1, pp. 5-17, 1998.

      [9] R.Maheswari, S.Sheeba Rani, V.Gomathy and P.Sharmila, “Real Time Environment Simulation through Virtual Reality†in International Journal of Engineering and Technology(IJET) , Volume.7, No.7, 2018, pp 404-406, April 2018

      [10] W. Jin, R.K. Srihari, H.H. Ho, and X. Wu, “Improving Knowledge Discovery in Document Collections through Combining Text Retrieval and Link Analysis Techniques,†Proc. Seventh IEEE Int’Conf. Data Mining (ICDM ’07), pp. 193-202, 2007.

      [11] J.D. King, Y. Li, X. Tao, and R. Nayak, “Mining World Knowledge for Analysis of Search Engine Content,†Web Intelligence and Agent Systems, vol. 5, no. 3, pp. 233-253, 2007.

      [12] S.Balakrishnan, S.Nalini, “A Multiagent Based E-Learning Integration using View Based Semanticâ€, Taga Journal of Graphic Technology, Vol. 14, pp. 691-699, 2018.

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  • How to Cite

    M Ratheeshkumar, A., Rajkumar, M., Balakrishnan, S., & R Kalaiarasan, T. (2018). An Effective Method for Mapping Web User Profile based on Domain Ontology. International Journal of Engineering & Technology, 7(4.19), 1-4. https://doi.org/10.14419/ijet.v7i4.19.21984