Manuscript Number : IJSRST196325

Web Mining Algorithms

Authors(2) :-Neha Doomra, Prof. Rashmi Verma

Web is collection of inter related files on one or more web servers. Mining literally means the operations involved in digging for hidden treasures. Similarly data mining is used for the operations involved in digging out critical information from within an organization stored data for better decision support. It is a nontrivial process of extracting implicit, previously unknown and potentially useful patterns from large database. Web mining can be generally defined as the application of data mining techniques to extract useful knowledge from the Web Data. Web mining can be further categorized as web content that includes text, images, record etc, web structure which includes hyperlinks, tags etc, and web usage including http logs, app server logs.

Authors and Affiliations

Neha Doomra
Master of Engineering, Department of Computer Science and Engineering DPGITM, Gurugram, India
Prof. Rashmi Verma
H.O.D, Department of Computer Science and Engineering, DPGITM, Gurugram, India

Web Mining, Link Mining, Web Usage Mining, Contents, Patterns, Algorithms.

  1. Anurag Kumar and Ravi Kumar Singh, "Web Mining Overview, Techniques, Tools and Applications: A Survey," International Research Journal of Engineering and Technology (IRJET), vol. 03, no. 12, pp. 1543-1547, December 2016.
  2. Simranjeet Kaur and Kiranbir Kaur, "Web Mining and Data Mining: A Comparative Approach," International Journal of Novel Research in Computer Science and Software Engineering, vol. 2, no. 1, pp. 36-42, January - April 2015.
  3. Ahmad Tasnim Siddiqui and Sultan Aljahdali, "Web Mining Techniques in E-Commerce Applications," International Journal of Computer Applications, vol. 69– No.8, pp. 39-43, May 2013.
  4. Kshitija Pol, Nita Patil, Shreya Patankar, and Chhaya Das, "A Survey on Web Content Mining and extraction of Structured and Semistructured data," Emerging Trends in Engineering and Technology, pp. 543-546, July 2008.
  5. R. Malarvizhi and K Saraswathi, "Web Content Mining Techniques Tools & Algorithms – A Comprehensive Study," International Journal of Computer Trends and Technology (IJCTT), vol. 4, no. 8, pp. 2940-2945, Augest 2013.
  6. Raymond Kosala and Hendrik Blockeel, "Web Mining Research: A Survey," SIGKDD Explorations, vol. 2, no. 1, pp. 1-15, July 2000.
  7. Faustina Johnson and Kumar Santosh Gupta, "Web Content Mining Techniques: A Survey," International Journal of Computer Applications (0975 – 888), vol. Volume 47– No.11, pp. 44-50, June 2012.
  8. Abdelhakim Herrouz, Chabane Khentout, and Mahieddine Djoudi, "Overview of Web Content Mining Tools," The International Journal of Engineering And Science (IJES), vol. 2, no. 6, June 2013.
  9. Claus Pahl and Dave Donnellan, "Data Mining Technology for the Evaluation of Web-based Teaching and Learning Systems," 7th Int. Conference on E-Learning in Business, Government and Higher Education, October 2002.
  10. Anurag kumar and Kumar Ravi Singh, "A Study on Web Content Mining," International Journal Of Engineering And Computer Science, vol. 6, no. 1, pp. 20003-20006, January 2017.
  11. Dr. S. Vijayarani and Ms. A. Sakila, "MULTIMEDIA MINING RESEARCH – AN OVERVIEW," International Journal of Computer Graphics & Animation (IJCGA), vol. 5, pp. 69-77, January 2015.
  12. Tina R. Patil and Mrs. S. S. Sherekar, "16. Performance Analysis of Naive Bayes and J48 Classification Algorithm for Data Classification," International Journal Of Computer Science And Applications, vol. 6, pp. 256-261, April 2013.
  13. M. Bilal, P. M. L. Chan, and W. Khan, "Cooperative Network for Vehicular Communications: Game Theoretic Distribution of Reward among Contributing Vehicles," Cyber Journals: Multidisciplinary Journals in Science and Technology, Journal of Selected Areas in Telecommunications (JSAT), vol. 3, no. 8, pp. 11-25, Augest 2013.
  14. Miguel Gomes da Costa Júnior and Zhiguo Gong, "Web Structure Mining: An Introduction," International Conference on Information Acquisition, pp. 590-595, June 27 - July 3 2005.
  15. Anurag Kumar and Kumar Ravi Singh, "A Study on Web Structure Mining," International Research Journal of Engineering and Technology (IRJET), vol. 04, no. 1, pp. 715-720, January 2017.
  16. B. L. Shivakumar and T. Mylsami, "SURVEY ON WEB STRUCTURE MINING," ARPN Journal of Engineering and Applied Sciences, vol. 9, 1914-1923, October 2014.
  17. Monica Sehgal, "Analysis of Link Algorithms for Web Mining," International Journal of Scientific and Research Publications, vol. 4, no. 5, May 2014.
  18. Pranit Bari and P.M. Chawan, "Web Usage Mining," Journal of Engineering, Computers & Applied Sciences (JEC&AS), vol. 2, pp. 34-38, June 2013.
  19. Kamika Chaudhary and Santosh Kumar Gupta, "Web Usage Mining Tools & Techniques: A Survey," International Journal of Scientific & Engineering Research, vol. 4, no. 6, pp. 1762-1768, June 2013.
  20. Sasa Bosnjak, Mirjana Mari?, and Zita Bosnjak, "The Role of Web Usage Mining in Web Applications Evaluation," Management Information Systems, vol. 5, October 2009.
  21. Prabha.K and Suganya.T, "A Guesstimate on Web Usage Mining Algorithms and Techniques," International Journals of Advanced Research in Computer Science and Software Engineering, vol. 7, no. 6, 518-521, June 2017.
  22. Liupu Wang et al., "Using Internet Search Engines to Obtain Medical Information: A Comparative Study," Journal of Medical Internet Research, May 2012.
  23. Saeko Nomura, Satoshi Oyama, Tetsuo Hayamizu, and Toru Ishida, "Analysis and Improvement of HITS Algorithm for DetectingWeb Communities," Applications and the Internet, February 2002.
  24. Yan Wang, Web Mining and Knowledge Discovery of Usage Patterns., February 2000.
  25. Parth Suthar and Prof. Bhavesh Oza, "A Survey of Web Usage Mining Techniques," (IJCSIT) International Journal of Computer Science and Information Technologies, vol. 6, pp. 5073-5076, 2015.
  26. Nasrin JOKAR, Reza Ali HONARVAR, Shima AgHAMIRZADEH, and Khadijeh ESFANDIARI, "Web mining and Web usage mining techniques," Bulletin de la Société des Sciences de Liège, vol. 85, pp. 321 - 328, 2016.
  27. Surajit Chaudhuri and Umeshwar Dayal, "An Overview of Data Warehousing and OLAP Technology," ACM SIGMOD, vol. 26, no. 1, 65-74, March 1997.
  28. Ayse Yasemin SEYDIM, INTELLIGENT AGENTS: A DATA MINING PERSPECTIVE. Dallas, May 1999.
  29. Ajith Abraham, "BUSINESS INTELLIGENCE FROM WEB USAGE MINING," Journal of Information & Knowledge Management, vol. 2, no. 4, December 2003.
  30. M.SANTHANAKUMAR and C.CHRISTOPHER COLUMBUS, "Web Usage Based Analysis of Web Pages Using RapidMiner," WSEAS TRANSACTIONS on COMPUTERS, vol. 14, pp. 455-464, 2015.
  31. Aanum Shaikh, "Web Usage Mining Using Apriori and FP Growth Algorithm," (IJCSIT) International Journal of Computer Science and Information Technologies, vol. 6, pp. 354-357, 2015.
  32. James E. Pitkow and Krishna A. Bharat, "WEBVIZ: A TOOL FOR WORLD-WIDE WEB ACCESS LOG ANALYSIS," In Proceedings of the First International WWW Conference, January 1994.

Publication Details

Published in : Volume 6 | Issue 3 | May-June 2019
Date of Publication : 2019-05-30
License:  This work is licensed under a Creative Commons Attribution 4.0 International License.
Page(s) : 192-200
Manuscript Number : IJSRST196325
Publisher : Technoscience Academy

Print ISSN : 2395-6011, Online ISSN : 2395-602X

Cite This Article :

Neha Doomra, Prof. Rashmi Verma, " Web Mining Algorithms", International Journal of Scientific Research in Science and Technology(IJSRST), Print ISSN : 2395-6011, Online ISSN : 2395-602X, Volume 6, Issue 3, pp.192-200, May-June-2019.
Journal URL : https://ijsrst.com/IJSRST196325
Citation Detection and Elimination     |      | |
  • Simranjeet Kaur and Kiranbir Kaur, "Web Mining and Data Mining: A Comparative Approach," International Journal of Novel Research in Computer Science and Software Engineering, vol. 2, no. 1, pp. 36-42, January - April 2015.
  • Ahmad Tasnim Siddiqui and Sultan Aljahdali, "Web Mining Techniques in E-Commerce Applications," International Journal of Computer Applications, vol. 69– No.8, pp. 39-43, May 2013.
  • Kshitija Pol, Nita Patil, Shreya Patankar, and Chhaya Das, "A Survey on Web Content Mining and extraction of Structured and Semistructured data," Emerging Trends in Engineering and Technology, pp. 543-546, July 2008.
  • R. Malarvizhi and K Saraswathi, "Web Content Mining Techniques Tools & Algorithms – A Comprehensive Study," International Journal of Computer Trends and Technology (IJCTT), vol. 4, no. 8, pp. 2940-2945, Augest 2013.
  • Raymond Kosala and Hendrik Blockeel, "Web Mining Research: A Survey," SIGKDD Explorations, vol. 2, no. 1, pp. 1-15, July 2000.
  • Faustina Johnson and Kumar Santosh Gupta, "Web Content Mining Techniques: A Survey," International Journal of Computer Applications (0975 – 888), vol. Volume 47– No.11, pp. 44-50, June 2012.
  • Abdelhakim Herrouz, Chabane Khentout, and Mahieddine Djoudi, "Overview of Web Content Mining Tools," The International Journal of Engineering And Science (IJES), vol. 2, no. 6, June 2013.
  • Claus Pahl and Dave Donnellan, "Data Mining Technology for the Evaluation of Web-based Teaching and Learning Systems," 7th Int. Conference on E-Learning in Business, Government and Higher Education, October 2002.
  • Anurag kumar and Kumar Ravi Singh, "A Study on Web Content Mining," International Journal Of Engineering And Computer Science, vol. 6, no. 1, pp. 20003-20006, January 2017.
  • Dr. S. Vijayarani and Ms. A. Sakila, "MULTIMEDIA MINING RESEARCH – AN OVERVIEW," International Journal of Computer Graphics & Animation (IJCGA), vol. 5, pp. 69-77, January 2015.
  • Tina R. Patil and Mrs. S. S. Sherekar, "16. Performance Analysis of Naive Bayes and J48 Classification Algorithm for Data Classification," International Journal Of Computer Science And Applications, vol. 6, pp. 256-261, April 2013.
  • M. Bilal, P. M. L. Chan, and W. Khan, "Cooperative Network for Vehicular Communications: Game Theoretic Distribution of Reward among Contributing Vehicles," Cyber Journals: Multidisciplinary Journals in Science and Technology, Journal of Selected Areas in Telecommunications (JSAT), vol. 3, no. 8, pp. 11-25, Augest 2013.
  • Miguel Gomes da Costa Júnior and Zhiguo Gong, "Web Structure Mining: An Introduction," International Conference on Information Acquisition, pp. 590-595, June 27 - July 3 2005.
  • Anurag Kumar and Kumar Ravi Singh, "A Study on Web Structure Mining," International Research Journal of Engineering and Technology (IRJET), vol. 04, no. 1, pp. 715-720, January 2017.
  • B. L. Shivakumar and T. Mylsami, "SURVEY ON WEB STRUCTURE MINING," ARPN Journal of Engineering and Applied Sciences, vol. 9, 1914-1923, October 2014.
  • Monica Sehgal, "Analysis of Link Algorithms for Web Mining," International Journal of Scientific and Research Publications, vol. 4, no. 5, May 2014.
  • Pranit Bari and P.M. Chawan, "Web Usage Mining," Journal of Engineering, Computers & Applied Sciences (JEC&AS), vol. 2, pp. 34-38, June 2013.
  • Kamika Chaudhary and Santosh Kumar Gupta, "Web Usage Mining Tools & Techniques: A Survey," International Journal of Scientific & Engineering Research, vol. 4, no. 6, pp. 1762-1768, June 2013.
  • Sasa Bosnjak, Mirjana Mari?, and Zita Bosnjak, "The Role of Web Usage Mining in Web Applications Evaluation," Management Information Systems, vol. 5, October 2009.
  • Prabha.K and Suganya.T, "A Guesstimate on Web Usage Mining Algorithms and Techniques," International Journals of Advanced Research in Computer Science and Software Engineering, vol. 7, no. 6, 518-521, June 2017.
  • Liupu Wang et al., "Using Internet Search Engines to Obtain Medical Information: A Comparative Study," Journal of Medical Internet Research, May 2012.
  • Saeko Nomura, Satoshi Oyama, Tetsuo Hayamizu, and Toru Ishida, "Analysis and Improvement of HITS Algorithm for DetectingWeb Communities," Applications and the Internet, February 2002.
  • Yan Wang, Web Mining and Knowledge Discovery of Usage Patterns., February 2000.
  • Parth Suthar and Prof. Bhavesh Oza, "A Survey of Web Usage Mining Techniques," (IJCSIT) International Journal of Computer Science and Information Technologies, vol. 6, pp. 5073-5076, 2015.
  • Nasrin JOKAR, Reza Ali HONARVAR, Shima AgHAMIRZADEH, and Khadijeh ESFANDIARI, "Web mining and Web usage mining techniques," Bulletin de la Société des Sciences de Liège, vol. 85, pp. 321 - 328, 2016.
  • Surajit Chaudhuri and Umeshwar Dayal, "An Overview of Data Warehousing and OLAP Technology," ACM SIGMOD, vol. 26, no. 1, 65-74, March 1997.
  • Ayse Yasemin SEYDIM, INTELLIGENT AGENTS: A DATA MINING PERSPECTIVE. Dallas, May 1999.
  • Ajith Abraham, "BUSINESS INTELLIGENCE FROM WEB USAGE MINING," Journal of Information & Knowledge Management, vol. 2, no. 4, December 2003.
  • M.SANTHANAKUMAR and C.CHRISTOPHER COLUMBUS, "Web Usage Based Analysis of Web Pages Using RapidMiner," WSEAS TRANSACTIONS on COMPUTERS, vol. 14, pp. 455-464, 2015.
  • Aanum Shaikh, "Web Usage Mining Using Apriori and FP Growth Algorithm," (IJCSIT) International Journal of Computer Science and Information Technologies, vol. 6, pp. 354-357, 2015.
  • James E. Pitkow and Krishna A. Bharat, "WEBVIZ: A TOOL FOR WORLD-WIDE WEB ACCESS LOG ANALYSIS," In Proceedings of the First International WWW Conference, January 1994.
    • " target="_blank"> BibTeX     |
  • Simranjeet Kaur and Kiranbir Kaur, "Web Mining and Data Mining: A Comparative Approach," International Journal of Novel Research in Computer Science and Software Engineering, vol. 2, no. 1, pp. 36-42, January - April 2015.
  • Ahmad Tasnim Siddiqui and Sultan Aljahdali, "Web Mining Techniques in E-Commerce Applications," International Journal of Computer Applications, vol. 69– No.8, pp. 39-43, May 2013.
  • Kshitija Pol, Nita Patil, Shreya Patankar, and Chhaya Das, "A Survey on Web Content Mining and extraction of Structured and Semistructured data," Emerging Trends in Engineering and Technology, pp. 543-546, July 2008.
  • R. Malarvizhi and K Saraswathi, "Web Content Mining Techniques Tools & Algorithms – A Comprehensive Study," International Journal of Computer Trends and Technology (IJCTT), vol. 4, no. 8, pp. 2940-2945, Augest 2013.
  • Raymond Kosala and Hendrik Blockeel, "Web Mining Research: A Survey," SIGKDD Explorations, vol. 2, no. 1, pp. 1-15, July 2000.
  • Faustina Johnson and Kumar Santosh Gupta, "Web Content Mining Techniques: A Survey," International Journal of Computer Applications (0975 – 888), vol. Volume 47– No.11, pp. 44-50, June 2012.
  • Abdelhakim Herrouz, Chabane Khentout, and Mahieddine Djoudi, "Overview of Web Content Mining Tools," The International Journal of Engineering And Science (IJES), vol. 2, no. 6, June 2013.
  • Claus Pahl and Dave Donnellan, "Data Mining Technology for the Evaluation of Web-based Teaching and Learning Systems," 7th Int. Conference on E-Learning in Business, Government and Higher Education, October 2002.
  • Anurag kumar and Kumar Ravi Singh, "A Study on Web Content Mining," International Journal Of Engineering And Computer Science, vol. 6, no. 1, pp. 20003-20006, January 2017.
  • Dr. S. Vijayarani and Ms. A. Sakila, "MULTIMEDIA MINING RESEARCH – AN OVERVIEW," International Journal of Computer Graphics & Animation (IJCGA), vol. 5, pp. 69-77, January 2015.
  • Tina R. Patil and Mrs. S. S. Sherekar, "16. Performance Analysis of Naive Bayes and J48 Classification Algorithm for Data Classification," International Journal Of Computer Science And Applications, vol. 6, pp. 256-261, April 2013.
  • M. Bilal, P. M. L. Chan, and W. Khan, "Cooperative Network for Vehicular Communications: Game Theoretic Distribution of Reward among Contributing Vehicles," Cyber Journals: Multidisciplinary Journals in Science and Technology, Journal of Selected Areas in Telecommunications (JSAT), vol. 3, no. 8, pp. 11-25, Augest 2013.
  • Miguel Gomes da Costa Júnior and Zhiguo Gong, "Web Structure Mining: An Introduction," International Conference on Information Acquisition, pp. 590-595, June 27 - July 3 2005.
  • Anurag Kumar and Kumar Ravi Singh, "A Study on Web Structure Mining," International Research Journal of Engineering and Technology (IRJET), vol. 04, no. 1, pp. 715-720, January 2017.
  • B. L. Shivakumar and T. Mylsami, "SURVEY ON WEB STRUCTURE MINING," ARPN Journal of Engineering and Applied Sciences, vol. 9, 1914-1923, October 2014.
  • Monica Sehgal, "Analysis of Link Algorithms for Web Mining," International Journal of Scientific and Research Publications, vol. 4, no. 5, May 2014.
  • Pranit Bari and P.M. Chawan, "Web Usage Mining," Journal of Engineering, Computers & Applied Sciences (JEC&AS), vol. 2, pp. 34-38, June 2013.
  • Kamika Chaudhary and Santosh Kumar Gupta, "Web Usage Mining Tools & Techniques: A Survey," International Journal of Scientific & Engineering Research, vol. 4, no. 6, pp. 1762-1768, June 2013.
  • Sasa Bosnjak, Mirjana Mari?, and Zita Bosnjak, "The Role of Web Usage Mining in Web Applications Evaluation," Management Information Systems, vol. 5, October 2009.
  • Prabha.K and Suganya.T, "A Guesstimate on Web Usage Mining Algorithms and Techniques," International Journals of Advanced Research in Computer Science and Software Engineering, vol. 7, no. 6, 518-521, June 2017.
  • Liupu Wang et al., "Using Internet Search Engines to Obtain Medical Information: A Comparative Study," Journal of Medical Internet Research, May 2012.
  • Saeko Nomura, Satoshi Oyama, Tetsuo Hayamizu, and Toru Ishida, "Analysis and Improvement of HITS Algorithm for DetectingWeb Communities," Applications and the Internet, February 2002.
  • Yan Wang, Web Mining and Knowledge Discovery of Usage Patterns., February 2000.
  • Parth Suthar and Prof. Bhavesh Oza, "A Survey of Web Usage Mining Techniques," (IJCSIT) International Journal of Computer Science and Information Technologies, vol. 6, pp. 5073-5076, 2015.
  • Nasrin JOKAR, Reza Ali HONARVAR, Shima AgHAMIRZADEH, and Khadijeh ESFANDIARI, "Web mining and Web usage mining techniques," Bulletin de la Société des Sciences de Liège, vol. 85, pp. 321 - 328, 2016.
  • Surajit Chaudhuri and Umeshwar Dayal, "An Overview of Data Warehousing and OLAP Technology," ACM SIGMOD, vol. 26, no. 1, 65-74, March 1997.
  • Ayse Yasemin SEYDIM, INTELLIGENT AGENTS: A DATA MINING PERSPECTIVE. Dallas, May 1999.
  • Ajith Abraham, "BUSINESS INTELLIGENCE FROM WEB USAGE MINING," Journal of Information & Knowledge Management, vol. 2, no. 4, December 2003.
  • M.SANTHANAKUMAR and C.CHRISTOPHER COLUMBUS, "Web Usage Based Analysis of Web Pages Using RapidMiner," WSEAS TRANSACTIONS on COMPUTERS, vol. 14, pp. 455-464, 2015.
  • Aanum Shaikh, "Web Usage Mining Using Apriori and FP Growth Algorithm," (IJCSIT) International Journal of Computer Science and Information Technologies, vol. 6, pp. 354-357, 2015.
  • James E. Pitkow and Krishna A. Bharat, "WEBVIZ: A TOOL FOR WORLD-WIDE WEB ACCESS LOG ANALYSIS," In Proceedings of the First International WWW Conference, January 1994.
    • " target="_blank">RIS     |
  • Simranjeet Kaur and Kiranbir Kaur, "Web Mining and Data Mining: A Comparative Approach," International Journal of Novel Research in Computer Science and Software Engineering, vol. 2, no. 1, pp. 36-42, January - April 2015.
  • Ahmad Tasnim Siddiqui and Sultan Aljahdali, "Web Mining Techniques in E-Commerce Applications," International Journal of Computer Applications, vol. 69– No.8, pp. 39-43, May 2013.
  • Kshitija Pol, Nita Patil, Shreya Patankar, and Chhaya Das, "A Survey on Web Content Mining and extraction of Structured and Semistructured data," Emerging Trends in Engineering and Technology, pp. 543-546, July 2008.
  • R. Malarvizhi and K Saraswathi, "Web Content Mining Techniques Tools & Algorithms – A Comprehensive Study," International Journal of Computer Trends and Technology (IJCTT), vol. 4, no. 8, pp. 2940-2945, Augest 2013.
  • Raymond Kosala and Hendrik Blockeel, "Web Mining Research: A Survey," SIGKDD Explorations, vol. 2, no. 1, pp. 1-15, July 2000.
  • Faustina Johnson and Kumar Santosh Gupta, "Web Content Mining Techniques: A Survey," International Journal of Computer Applications (0975 – 888), vol. Volume 47– No.11, pp. 44-50, June 2012.
  • Abdelhakim Herrouz, Chabane Khentout, and Mahieddine Djoudi, "Overview of Web Content Mining Tools," The International Journal of Engineering And Science (IJES), vol. 2, no. 6, June 2013.
  • Claus Pahl and Dave Donnellan, "Data Mining Technology for the Evaluation of Web-based Teaching and Learning Systems," 7th Int. Conference on E-Learning in Business, Government and Higher Education, October 2002.
  • Anurag kumar and Kumar Ravi Singh, "A Study on Web Content Mining," International Journal Of Engineering And Computer Science, vol. 6, no. 1, pp. 20003-20006, January 2017.
  • Dr. S. Vijayarani and Ms. A. Sakila, "MULTIMEDIA MINING RESEARCH – AN OVERVIEW," International Journal of Computer Graphics & Animation (IJCGA), vol. 5, pp. 69-77, January 2015.
  • Tina R. Patil and Mrs. S. S. Sherekar, "16. Performance Analysis of Naive Bayes and J48 Classification Algorithm for Data Classification," International Journal Of Computer Science And Applications, vol. 6, pp. 256-261, April 2013.
  • M. Bilal, P. M. L. Chan, and W. Khan, "Cooperative Network for Vehicular Communications: Game Theoretic Distribution of Reward among Contributing Vehicles," Cyber Journals: Multidisciplinary Journals in Science and Technology, Journal of Selected Areas in Telecommunications (JSAT), vol. 3, no. 8, pp. 11-25, Augest 2013.
  • Miguel Gomes da Costa Júnior and Zhiguo Gong, "Web Structure Mining: An Introduction," International Conference on Information Acquisition, pp. 590-595, June 27 - July 3 2005.
  • Anurag Kumar and Kumar Ravi Singh, "A Study on Web Structure Mining," International Research Journal of Engineering and Technology (IRJET), vol. 04, no. 1, pp. 715-720, January 2017.
  • B. L. Shivakumar and T. Mylsami, "SURVEY ON WEB STRUCTURE MINING," ARPN Journal of Engineering and Applied Sciences, vol. 9, 1914-1923, October 2014.
  • Monica Sehgal, "Analysis of Link Algorithms for Web Mining," International Journal of Scientific and Research Publications, vol. 4, no. 5, May 2014.
  • Pranit Bari and P.M. Chawan, "Web Usage Mining," Journal of Engineering, Computers & Applied Sciences (JEC&AS), vol. 2, pp. 34-38, June 2013.
  • Kamika Chaudhary and Santosh Kumar Gupta, "Web Usage Mining Tools & Techniques: A Survey," International Journal of Scientific & Engineering Research, vol. 4, no. 6, pp. 1762-1768, June 2013.
  • Sasa Bosnjak, Mirjana Mari?, and Zita Bosnjak, "The Role of Web Usage Mining in Web Applications Evaluation," Management Information Systems, vol. 5, October 2009.
  • Prabha.K and Suganya.T, "A Guesstimate on Web Usage Mining Algorithms and Techniques," International Journals of Advanced Research in Computer Science and Software Engineering, vol. 7, no. 6, 518-521, June 2017.
  • Liupu Wang et al., "Using Internet Search Engines to Obtain Medical Information: A Comparative Study," Journal of Medical Internet Research, May 2012.
  • Saeko Nomura, Satoshi Oyama, Tetsuo Hayamizu, and Toru Ishida, "Analysis and Improvement of HITS Algorithm for DetectingWeb Communities," Applications and the Internet, February 2002.
  • Yan Wang, Web Mining and Knowledge Discovery of Usage Patterns., February 2000.
  • Parth Suthar and Prof. Bhavesh Oza, "A Survey of Web Usage Mining Techniques," (IJCSIT) International Journal of Computer Science and Information Technologies, vol. 6, pp. 5073-5076, 2015.
  • Nasrin JOKAR, Reza Ali HONARVAR, Shima AgHAMIRZADEH, and Khadijeh ESFANDIARI, "Web mining and Web usage mining techniques," Bulletin de la Société des Sciences de Liège, vol. 85, pp. 321 - 328, 2016.
  • Surajit Chaudhuri and Umeshwar Dayal, "An Overview of Data Warehousing and OLAP Technology," ACM SIGMOD, vol. 26, no. 1, 65-74, March 1997.
  • Ayse Yasemin SEYDIM, INTELLIGENT AGENTS: A DATA MINING PERSPECTIVE. Dallas, May 1999.
  • Ajith Abraham, "BUSINESS INTELLIGENCE FROM WEB USAGE MINING," Journal of Information & Knowledge Management, vol. 2, no. 4, December 2003.
  • M.SANTHANAKUMAR and C.CHRISTOPHER COLUMBUS, "Web Usage Based Analysis of Web Pages Using RapidMiner," WSEAS TRANSACTIONS on COMPUTERS, vol. 14, pp. 455-464, 2015.
  • Aanum Shaikh, "Web Usage Mining Using Apriori and FP Growth Algorithm," (IJCSIT) International Journal of Computer Science and Information Technologies, vol. 6, pp. 354-357, 2015.
  • James E. Pitkow and Krishna A. Bharat, "WEBVIZ: A TOOL FOR WORLD-WIDE WEB ACCESS LOG ANALYSIS," In Proceedings of the First International WWW Conference, January 1994.
    • " target="_blank">CSV

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