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Problems Modeling Web Sites and User Behavior

Spencer Rugaber, Nissim Harel, Srihari Govindharaj, Dean Jerding
2006 International Workshop on Web Site Evaluation, Proceedings of the  
The contribution of this paper is a catalog of problems gathered from extensive experience modeling web sites to determine site structure and analyze user behavior.  ...  More recent techniques create a model of a site, and the natural modeling approach is to use a directed graph, where pages are denoted by nodes and links are modeled by edges.  ...  This tool models web sites and processes web server logs in order to better understand visitor behavior.  ... 
doi:10.1109/wse.2006.16 dblp:conf/wse/RugaberHGJ06 fatcat:lwxlno7rmfdlpanvwmw77zrwuu

Prediction of User Behavior using Web log in Web Usage Mining

Virendra R., Govind V.
2016 International Journal of Computer Applications  
Web page prediction is problem we may try to predict the next web pages that user may go on web site based on the knowledge of previously visited web pages.  ...  for better prediction of user"s behavior and to give user next set of web pages.  ... 
doi:10.5120/ijca2016909228 fatcat:7zjp4xnxxrggji2ix23ixz37i4

A Markovian Approach for Web User Profiling and Clustering [chapter]

Younes Hafri, Chabane Djeraba, Peter Stanchev, Bruno Bachimont
2003 Lecture Notes in Computer Science  
Web user profiling consists of the best representative behaviors, represented by Markov models (MM).  ...  The approach may be the exploitation tool for any web site.  ...  User Profiling and Web Exploration Mathematical Modeling Given the main problem "profiling of web exploration", the next step is the selection of an appropriate mathematical model.  ... 
doi:10.1007/3-540-36175-8_19 fatcat:ldr26agg5rhlvoqrfginxus4iy

A Web User Profiling Approach [chapter]

Younes Hafri, Chabane Djeraba, Peter Stanchev, Bruno Bachimont
2003 Lecture Notes in Computer Science  
We describe a simple predictive approach with these characteristics and show its predictive accuracy on a large dataset from KDD-Cup web logs (a commercial web site), while using fewer computational and  ...  To achieve this objective, our approach is articulated around three notions: (1) Applying probabilistic exploration using Markov models. (2) Avoiding the problem of Markov model highdimensionality and  ...  User Profiling and Web Exploration Mathematical Modeling Given the main problem "profiling of web exploration", the next step is the selection of an appropriate mathematical model.  ... 
doi:10.1007/3-540-36901-5_24 fatcat:yvsrwqnc4faijegoyl4znru37i

A Survey on Web Navigation Usability by Web Structure Modification with the Help of Actual and Anticipated Usage Comparison

2015 International Journal of Science and Research (IJSR)  
This survey paper "Enhancing web navigation usability using web usage mining techniques" discusses in detail about developing solution model to identify Web navigation related usability problems and analyze  ...  point of view, which results into web navigation usability problems for users.  ...  of the users' accesses to the Web site.  ... 
doi:10.21275/v4i11.nov151234 fatcat:ayoyhtnlezdw3m3xqqvaf6awqi

Page 369 of Behavior Research Methods Vol. 35, Issue 3 [page]

2003 Behavior Research Methods  
To this end, we present a tool that can be used to compare log files of user behavior with the task model repre¬ senting the actual Web site design, in order to identify where users’ interactions deviate  ...  Model-based approaches can be useful, but the lack of consideration for actual user behavior can generate results that do not agree with real user behavior.  ... 

WEB MINING THROUGH CUSTOMIZED MARKOV ALGORITHM

Sourabh Mayria, Mr. Mahesh Malviya
2004 INTERNATIONAL JOURNAL OF COMPUTERS & TECHNOLOGY  
The problem of predicting a user's behavior on a web site has gained Importance due to the very increases required web network. It also compulsory for market and research of social behavior.  ...  The "Customized Buddy Prima algorithm" is based on the Markov Model with its chain in Forward reasoning [Research Paper on Forward Reasoning in Hierarchical representation , by me, (Author himself)], with  ...  In recent years, the problem of modeling and predicting a user's surfing behavior on a web-site has attracted a lot of research interest as it can be used to improve the web cache performance, recommend  ... 
doi:10.24297/ijct.v3i2a.2815 fatcat:rxmt2u6xpngfzbgxrhrdk5ouou

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Dimitrios Pierrakos, Georgios Paliouras, Christos Papatheodorou, Constantine D. Spyropoulos
2012 User modeling and user-adapted interaction  
This article views Web personalization through the prism of personalization policies adopted by Web sites and implementing a variety of functions.  ...  This issue is becoming increasingly important on the Web, as non-expert users are overwhelmed by the quantity of information available online, while commercial Web sites strive to add value to their services  ...  Acknowledgments We would like to thank the four anonymous reviewers and the editor for their constructive comments.  ... 
doi:10.1023/a:1026238916441 fatcat:p5hezimqczg4tos4vajivz23ea

Recommender Systems

Hannes Werthner, Hans Hansen, Franceso Ricci
2007 2007 40th Annual Hawaii International Conference on System Sciences (HICSS'07)  
systems: a large catalogue of products, as in e-commerce web sites, and a large population of consumers/users querying these web sites and leaving track of they on-line behavior.  ...  Recommender systems are becoming more and more popular even in rather simple e-commerce web sites.  ...  systems: a large catalogue of products, as in e-commerce web sites, and a large population of consumers/users querying these web sites and leaving track of they on-line behavior.  ... 
doi:10.1109/hicss.2007.459 dblp:conf/hicss/WerthnerHR07 fatcat:g24x7z4ykbewtdfvif4segjx2u

Semantic Formalization of Cross-Site User Browsing Behavior

Julia Hoxha, Sudhir Agarwal
2012 2012 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology  
Figure 1 : 1 User Browsing Behavior Formalization Approach richer semantic model of a Web site content.  ...  Park and Fader [25] present a stochastic timing model of cross-site user visit behavior, using information from one site to explain the behavior at another. While, Johnsonet al.  ... 
doi:10.1109/wi-iat.2012.232 dblp:conf/webi/HoxhaA12 fatcat:z7gbwc2qujffdps3jyz566r4z4

Personalization from incomplete data

Balaji Padmanabhan, Zhiqiang Zheng, Steven O. Kimbrough
2001 Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '01  
Clickstream data collected at any web site (site-centric data) is inherently incomplete, since it does not capture users' browsing behavior across sites (user-centric data).  ...  Based on a comprehensive experiment on user-level clickstream data gathered from 20,000 users' browsing behavior, we demonstrate that models built on user-centric data outperform models built on site-centric  ...  ' browsing behavior, demonstrated that models built on user-centric data outperform models built on site-centric data for both prediction tasks.  ... 
doi:10.1145/502512.502535 fatcat:kn5a6neo5nh5zef75mizwcb4fe

The Persuasiveness of Web-Based Alcohol Interventions [chapter]

Tuomas Lehto, Harri Oinas-Kukkonen
2009 IFIP Advances in Information and Communication Technology  
There are a variety of Web-based alcohol interventions that may reach problem drinkers, who would not otherwise participate in conventional treatment.  ...  Web-based alcohol interventions vary greatly in level of finesse: some offer static self-help materials, whereas some sites have highly interactive content and persuasive features embedded.  ...  users' intended behavior.  ... 
doi:10.1007/978-3-642-04280-5_25 fatcat:ajhpsskv3rcdvntdmsls2fvm5e

Remote Web Usability Evaluation Exploiting Multimodal Information on User Behavior [chapter]

Fabio Paternò, Angela Piruzza, Carmen Santoro
2007 Computer-Aided Design of User Interfaces V  
behavior of the user).  ...  Using such information, evaluators can identify problematic parts of the Web site and make improvements, when necessary.  ...  Figure 2 . 2 The home page of the evaluated Web site. Figure 3 . 3 A simplified version of the task model of the PisaOnLine Web site.  ... 
doi:10.1007/978-1-4020-5820-2_24 dblp:conf/cadui/PaternoPS06 fatcat:lb4b7ypbdfhghkxj66glglcjae

WEBKDD 2002

Brij M. Masand, Myra Spiliopoulou, Jaideep Srivastava, Osmar R. Zaiane
2002 SIGKDD Explorations  
In this paper, we provide a summary of the WEBKDD 2002 workshop, whose theme was 'Web Mining for Usage Patterns and Profiles'.  ...  This workshop was held in conjunction with the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2002).  ...  Analysis of Web server logs has been used in recent years to model the behavior of web users in order to provide intelligent services.  ... 
doi:10.1145/772862.772888 fatcat:cni7phqrujhrnjxsjucosynezm

Performance Analysis of Web Applications Based on User Navigation

Quanshu Zhou, Hairong Ye, Zuohua Ding
2012 Physics Procedia  
The behavior model is firstly built from log file after user navigation, then an extended state diagram is extracted from this log file, finally multiple Markov model is cooperated to this state diagram  ...  A case study of Zhejiang Chess web site has been used to demonstrate the advantage of our method.  ...  some problems of the web site.  ... 
doi:10.1016/j.phpro.2012.02.197 fatcat:cxazvy5gm5g6xix7q4ny5ux6ca
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