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Articles

FEDUS : A comprehensive algorithm for web usage mining

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Pages 835-854 | Received 01 Dec 2018, Published online: 30 Jun 2019

References

  • K. S. Reddy, G. P. S. Varma, and I. Ramesh Babu, “Preprocessing the Web Server Logs – An illustrative approach for effective usage mining,” ACM SIGSOFT Softw. Eng. Notes, vol. 37, no. 3, pp. 1–5, (2012).
  • R. Cooley, B. Mobasher, and J. Srivastava, “Web Mining : Information and Pattern Discovery on the World Wide Web,” in Ninth IEEE International Conference on Tools with Artificial Intelligence, pp. 558–567 (1997). doi: 10.1109/TAI.1997.632303
  • E. Frías-Martínez and V. Karamcheti, “A Customizable Behavior Model for Temporal Prediction of Web User Sequences,” in WEB-KDD 2002 - Mining Web Data for Discovering Usage Patterns and Profiles, (2002).
  • Z. Huiying and L. Wei, “An Intelligent Algorithm of Data Pre-processing in Web Usage Mining,” in Proceedings of 5th world congress on intellegent control and automation, pp. 3119–3123 (2004).
  • U. Fayyad, G. Piatetsky-shapiro, and P. Smyth, “From Data Mining to Knowledge Discovery in,” vol. 17, no. 3, pp. 37–54, (1996).
  • S. Langhnoja, M. Barot, and D. Mehta, “Pre-Processing: Procedure on Web Log File for Web Usage Mining,” Int. J. Emerg. Technol. Adv. Eng., vol. 2, no. 12, pp. 419–423, (2012).
  • R. Suguna and D. Sharmila, “User Interest Level Based Preprocessing Algorithms Using Web Usage Mining,” Int. J. Comput. Sci. Eng., vol. 5, no. 9, pp. 815–822, (2013).
  • V. Losarwar and M. Joshi, “Data Preprocessing in Web Usage Mining,” in International Conference on Artificial Intelligence and Embedded Systems, pp. 1–5 (2012).
  • B. Mobasher, “Web Data Mining: Exploring Hyperlinks, Contents, and Usage Data,” in Web Usage Mining, CHICAGO, USA: IGI Global, pp. 449–482 (2012).
  • V. Chitraa and A. S. Davamani, “A Survey on Preprocessing Methods for Web Usage Data,” Int. J. Comput. Sci. Inf. Secur., vol. 7, no. 3, pp. 78–83, (2010).
  • R. Cooley, B. Mobasher, and J. Srivastava, “Data Preparation for Mining World Wide Web Browsing Patterns,” Knowl. Inf. Syst., vol. 1, no. 1, pp. 5–32, (1999). doi: 10.1007/BF03325089
  • P. Patil and U. Patil, “Preprocessing of web server log file for web mining,” World J. Sci. Technol., vol. 2, no. 3, pp. 14–18, (2012).
  • K. S. Reddy, M. K. Reddy, and V. Sitaramulu, “An effective Data Pre-processing method for Web Usage Mining,” in International Conference on Information Communication and Embedded Systems (ICICES), pp. 1–4 (2013).
  • C. Ramya, K. S. Shreedhara, and K. G, “Preprocessing: A Prerequisite for Discovering Patterns in Web Usage Mining Process,” in International Conference on Communication and Electronics Information (ICCEI 2011), pp. V2-317-V2-321 (2011).
  • S. B. Thakare and S. Z. Gawali, “A Effective and Complete Preprocessing for Web Usage Mining,” Int. J. Comput. Sci. Eng., vol. 2, no. 3, pp. 848–851, (2010).
  • K. D. Patel and S. M. Parikh, “Preprocessing on Web Server Log Data for Web Usage Pattern Discovery,” Int. J. Comput. Appl., vol. 165, no. 10, pp. 29–32, (2017).
  • P. Sukumar, L. Robert, and S. Yuvaraj, “Review on Modern Data Preprocessing Techniques in Web Usage Mining (WUM),” in International Conference on Computational Systems and Information Systems for Sustainable Solutions Review, 2016, pp. 64–69.
  • L. Kewen, “Analysis of Preprocessing Methods for Web Usage Data,” in 1ntemational Conference on Measurement, Information and Control (MIC) Analysis, pp. 383–386 (2012).
  • T. T. Aye, “Web Log Cleaning for Mining of Web Usage Patterns,” in 3rd International conferenece on Computer Research and Development (ICCRD), pp. 490–494 (2011).
  • N. K. Tyagi, A. K. Solanki, and S. Tyagi, “An Algorithmic Approach to Data Preprocessing in Web Usage Mining,” Int. J. Inf. Technol. Knowl. Manag., vol. 2, no. 2, pp. 279–283, (2010).
  • F. Yuan, L. Wang, and G. E. Yu, “Study on Data Preprocessing Algorithm In Web Log Mining,” in Second International Conference on Machine Learning and Cybernetics, pp. 28–32 (2003).
  • A. Guerbas et al., “An improved web log mining and online navigational pattern prediction,” Knowledge-Based Syst., vol. 49, pp. 50–62, (2013). doi: 10.1016/j.knosys.2013.04.014
  • M. Shu-yue, L. Wen-cai, and W. Shuo, “The Study on the Preprocessing in Web Log Mining,” in Fourth International Symposium on Knowledge Acquisition and Modeling, pp. 315–317 (2011). doi: 10.1109/KAM.2011.90
  • P. Kherwa and J. Nigam, “Data Preprocessing : A Milestone of Web Usage Mining,” Int. J. Eng. Innov. Technol., vol. 4, no. 2, pp. 281–289, (2015).
  • N. M. Abo El-Yazeed, “An Overview of Preprocessing of Web Log Files for Web Usage Mining,” in International conference on Mathematics, Trends and Development, pp. 70–86 (2012).
  • D. S. Anupama and S. D. Gowda, “Clustering Of Web User Sessions To Maintain Occurrence Of Sequence In Navigation Pattern,” in Second International Symposium on Computer Vision and the Internet, vol. 58, pp. 558–564 (2015).
  • C. Ramya and G. Kavitha, “An Efficient Preprocessing Methodology for Discovering Patterns and Clustering of Web Users using a Dynamic ART1 Neural Network,” in Fifth International Conference on Information Processing, pp. 1–6 (2011).
  • Hsin-Hung Wu & Wan-Ru Pan An integrated approach of Kano model and ANOVA technique in market segmentation — a case of a coach company, Journal of Statistics and Management Systems, 12:4, 679–691 (2009). doi: 10.1080/09720510.2009.10701415
  • Yu-Hui Tao, Shu-Chu Liu, Min-Da Jang & Chian-Hsueng Chao Theorizing the application of Transaction-Oriented Web usage Mining on typical e-commerce Web sites, Journal of Statistics and Management Systems, 16:4-5, 257-292 (2013).

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