Advertisement

Evaluating Similarity of Websites Using Genetic Algorithm for Web Design Reorganisation

  • Jyoti ChaudharyEmail author
  • Arvind K. Sharma
  • S. C. Jain
Conference paper
  • 320 Downloads
Part of the Advances in Intelligent Systems and Computing book series (AISC, volume 555)

Abstract

Web mining is a necessary and important process of data mining that automatically discovers the vital information from Web documents and Web services. Web mining is the method of retrieving the beneficial information from activities held over the World Wide Web. It can be classified into three different forms such as Web usage mining, Web content mining and Web structure mining. Websites are essential tools for the Web users to obtain necessary information such as education, entertainment, health and e-commerce from the Web. The purpose of this paper is to present a genetic algorithm to evaluate the similarity of two or more Web pages of the Websites. Besides it, the complexity of Website design will be computed by reorganizing the Web pages of the Website. The obtained results would definitely be increasing the effectiveness of the Websites.

Keywords

Web mining WSM Genetic algorithm PHP Java 

References

  1. 1.
    Arvind K. Sharma et al., “Enhancing the Performance of the Websites through Web Log Analysis and Improvement”, International Journal of Computer Science and Technology, Vol. 3, Issue-4, 2012.Google Scholar
  2. 2.
    Dushyant Rathod, “A Review on Web mining”, International Journal of Engineering Research and Technology, Vol. 1, No. 2 (April-2012), ESRSA Publications, 2012.Google Scholar
  3. 3.
    Md. Zahid Hasan et al., “Research Challenges in Web Data Mining”, IJCST, Vol. 3, Issue-7, 2012.Google Scholar
  4. 4.
    Dhanashree S. Deshpande, “A Survey on Web Data Mining Applications”, ETCSIT (2012).Google Scholar
  5. 5.
    Neelam Tyagi et al., “Comparative study of various page ranking algorithms in Web Structure Mining”, IJITEE, Vol. 1, Issue-1, 2012.Google Scholar
  6. 6.
    M. B. Thulase et al., “An Algorithmic Framework for Re-Organizing the Website Using Splay and Heap Tree Structures”.Google Scholar
  7. 7.
    Zaiping Tao, “A Fast Web Transaction Pattern Mining Algorithm”, IJCSITS, Vol. 2, No. 2, 2012.Google Scholar
  8. 8.
    R. Shanthi and Dr. S.P. Rajagopalan, “An Efficient Web Mining Algorithm to Mine Web Log Information”, IJIRCCE, Vol. 1, Issue-7, 2013.Google Scholar
  9. 9.
    Ramanpreet Kaur and Vinay Chopra, “Implementing Adaboost and Enhanced Adaboost Algorithm in Web Mining”, IJARCCE, Vol. 4, Issue-7, 2015.Google Scholar
  10. 10.
    Mini Singh Ahuja and Sumit Chhabra, “A Review of Algebraic Link Analysis Algorithms”, IJCAIT, Vol. 1, Issue-2, 2012.Google Scholar
  11. 11.
    Shesh Narayan Mishra et al., “An effective algorithm for web mining based on topic sensitive link analysis”, IJARCSSE, Vol. 2, Issue-4, 2012.Google Scholar
  12. 12.
    Swapna Mallipeddi et al., “High Utility Mining Algorithm for Preprocessed Web Data”, IJCTT, Vol. 3, Issue-3, 2012.Google Scholar
  13. 13.
    Pooja Sharma et al., “Implementation of Decision Tree Algorithm to Analysis the Performance”, IJARCCE, Vol. 1, Issue-10, 2012.Google Scholar
  14. 14.
    Guang Feng et al., “Aggregate Rank: Bringing order to Web sites”, Proceedings of the 29th annual International ACM SIGIR conference on Research and development in information retrieval, ACM, 2006.Google Scholar
  15. 15.
    Alexandros Nanopoulos et al., “A data mining algorithm for generalized web prefetching”, IEEE Transactions on Knowledge and Data Engineering, Vol. 15, Issue-5, 2003.Google Scholar
  16. 16.
    Mohammed J. ZAKI, “SPADE: An efficient algorithm for mining frequent sequences”, Machine Learning 42.1–2 (2001): 31–60.Google Scholar
  17. 17.
    Arun Kumar Singh and Niraj Singhal, “A Novel Page Rank Algorithm for Web Mining based on User’s Interest”, IJETAE, Vol. 2, Issue-9, 2012.Google Scholar

Copyright information

© Springer Nature Singapore Pte Ltd. 2017

Authors and Affiliations

  • Jyoti Chaudhary
    • 1
    Email author
  • Arvind K. Sharma
    • 2
  • S. C. Jain
    • 1
  1. 1.Department of CSERajasthan Technical UniversityKotaIndia
  2. 2.Department of CSIUniversity of KotaKotaIndia

Personalised recommendations