Predicting user behavior through sessions using the web log mining

作者: G. Neelima , Sireesha Rodda

DOI: 10.1109/HMI.2016.7449167

关键词: Computer scienceSession (web analytics)Web log analysis softwareWeb miningUsabilityWeb pageWeb navigationWeb serviceDatabaseStatic web pageWorld Wide Web

摘要: … 3 stages, namely Data cleaning, User identification, Session identification. In this paper, we … By finding the session of the user we can analyze the user behavior by the time spend on a …

参考文章(14)
G Neelima, Sireesha Rodda, None, An Overview on Web Usage Mining Advances in Intelligent Systems and Computing. pp. 647- 655 ,(2015) , 10.1007/978-3-319-13731-5_70
Wahidah Husain, A Study of Customer Behaviour Through Web Mining Journal of Information Sciences and Computing Technologies. ,vol. 2, pp. 103- 107 ,(2015)
George Gkotsis, Karen Stepanyan, Alexandra I. Cristea, Mike Joy, Entropy-based automated wrapper generation for weblog data extraction World Wide Web. ,vol. 17, pp. 827- 846 ,(2014) , 10.1007/S11280-013-0269-6
Renuka Mahajan, J. S. Sodhi, Vishal Mahajan, Usage patterns discovery from a web log in an Indian e-learning site: A case study Education and Information Technologies. ,vol. 21, pp. 123- 148 ,(2016) , 10.1007/S10639-014-9312-1
Tomás Arce, Pablo E. Román, Juan Velásquez, Víctor Parada, Identifying web sessions with simulated annealing Expert Systems with Applications. ,vol. 41, pp. 1593- 1600 ,(2014) , 10.1016/J.ESWA.2013.08.056
V. S. Dixit, Shveta Kundra Bhatia, Refinement and evaluation of web session cluster quality International Journal of Systems Assurance Engineering and Management. ,vol. 6, pp. 373- 389 ,(2015) , 10.1007/S13198-014-0266-X
Ruili Geng, Jeff Tian, Improving Web Navigation Usability by Comparing Actual and Anticipated Usage IEEE Transactions on Human-Machine Systems. ,vol. 45, pp. 84- 94 ,(2015) , 10.1109/THMS.2014.2363125
Hongzhou Sha, Tingwen Liu, Peng Qin, Yong Sun, Qingyun Liu, EPLogCleaner: Improving Data Quality of Enterprise Proxy Logs for Efficient Web Usage Mining Procedia Computer Science. ,vol. 17, pp. 812- 818 ,(2013) , 10.1016/J.PROCS.2013.05.104
Thi Thanh Sang Nguyen, Hai Yan Lu, Jie Lu, Web-Page Recommendation Based on Web Usage and Domain Knowledge IEEE Transactions on Knowledge and Data Engineering. ,vol. 26, pp. 2574- 2587 ,(2014) , 10.1109/TKDE.2013.78
Keng Siau, Health care informatics international conference of the ieee engineering in medicine and biology society. ,vol. 7, pp. 1- 7 ,(2003) , 10.1109/TITB.2002.805449