From user access patterns to dynamic hypertext linking
Proceedings of the fifth international World Wide Web conference on Computer networks and ISDN systems
SpeedTracer: a Web usage mining and analysis tool
IBM Systems Journal
Adaptive Web sites: automatically synthesizing Web pages
AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence
Personalization on the Net using Web mining: introduction
Communications of the ACM
Web usage mining for Web site evaluation
Communications of the ACM
A broader approach to personalization
Communications of the ACM
Automatic personalization based on Web usage mining
Communications of the ACM
Communications of the ACM
Towards adaptive Web sites: conceptual framework and case study
Artificial Intelligence - Special issue on Intelligent internet systems
Adaptive Web Sites: Conceptual Cluster Mining
IJCAI '99 Proceedings of the Sixteenth International Joint Conference on Artificial Intelligence
A Cube Model and Cluster Analysis for Web Access Sessions
WEBKDD '01 Revised Papers from the Third International Workshop on Mining Web Log Data Across All Customers Touch Points
Discovering Web Access Patterns and Trends by Applying OLAP and Data Mining Technology on Web Logs
ADL '98 Proceedings of the Advances in Digital Libraries Conference
Creating Adaptive Web Sites Through Usage-Based Clustering of URLs
KDEX '99 Proceedings of the 1999 Workshop on Knowledge and Data Engineering Exchange
Knowledge discovery from users Web-page navigation
RIDE '97 Proceedings of the 7th International Workshop on Research Issues in Data Engineering (RIDE '97) High Performance Database Management for Large-Scale Applications
Web usage mining: discovery and applications of usage patterns from Web data
ACM SIGKDD Explorations Newsletter
Data mining for path traversal patterns in a web environment
ICDCS '96 Proceedings of the 16th International Conference on Distributed Computing Systems (ICDCS '96)
Adaptive web sites: an AI challenge
IJCAI'97 Proceedings of the 15th international joint conference on Artifical intelligence - Volume 1
Letizia: an agent that assists web browsing
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 1
Low-complexity fuzzy relational clustering algorithms for Web mining
IEEE Transactions on Fuzzy Systems
SEWeP: using site semantics and a taxonomy to enhance the Web personalization process
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
Web Mining: Research and Practice
Computing in Science and Engineering
A web personalization system based on web usage mining techniques
Proceedings of the 13th international World Wide Web conference on Alternate track papers & posters
Cooperative Pull-Push Cycle for Searching a Hybrid P2P Network
P2P '04 Proceedings of the Fourth International Conference on Peer-to-Peer Computing
An Online Recommender System for Large Web Sites
WI '04 Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence
An Efficient Mining and Clustering Algorithm for Interactive Walk-Through Traversal Patterns
WI '04 Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence
Web personalization integrating content semantics and navigational patterns
Proceedings of the 6th annual ACM international workshop on Web information and data management
Web personalization based on static information and dynamic user behavior
Proceedings of the 6th annual ACM international workshop on Web information and data management
A multimedia data base browsing system
Proceedings of the 1st international workshop on Computer vision meets databases
Mining interesting knowledge from weblogs: a survey
Data & Knowledge Engineering
Online Clustering Algorithms for Radar Emitter Classification
IEEE Transactions on Pattern Analysis and Machine Intelligence
Web path recommendations based on page ranking and Markov models
Proceedings of the 7th annual ACM international workshop on Web information and data management
Implicit interaction profiling for recommending spatial content
Proceedings of the 13th annual ACM international workshop on Geographic information systems
Usage-Based PageRank for Web Personalization
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
Journal of the American Society for Information Science and Technology
Journal of the American Society for Information Science and Technology
An e-customer behavior model with online analytical mining for internet marketing planning
Decision Support Systems
Information Processing and Management: an International Journal
Personalization and visualization on handheld devices
Proceedings of the 2006 ACM symposium on Applied computing
Searchstrings revealing user intent: a better understanding of user perception
ICWE '06 Proceedings of the 6th international conference on Web engineering
The bipartite clique: a topological paradigm for WWWeb user search customization
Proceedings of the 43rd annual Southeast regional conference - Volume 1
Mining web browsing patterns for E-commerce
Computers in Industry
Dynamic personalization of web sites without user intervention
Communications of the ACM - Spam and the ongoing battle for the inbox
Improving Linkage of Web Pages
INFORMS Journal on Computing
Validation and interpretation of Web users' sessions clusters
Information Processing and Management: an International Journal
Information Processing and Management: an International Journal
Web site personalization based on link analysis and navigational patterns
ACM Transactions on Internet Technology (TOIT)
Evaluating the impact of different virtual characters in product recommendations
IHC '06 Proceedings of VII Brazilian symposium on Human factors in computing systems
Mining user navigation patterns for personalizing topic directories
Proceedings of the 9th annual ACM international workshop on Web information and data management
A Design of Client Side Information Management Method for Web Services Collaboration
WI-IATW '07 Proceedings of the 2007 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Workshops
Investigating User Browsing Behavior
WI-IATW '07 Proceedings of the 2007 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Workshops
A Web Searching Guide: Internet Search Engines & Autonomous Interface Agents Collaboration
WI-IATW '07 Proceedings of the 2007 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Workshops
On discovery of soft associations with "most" fuzzy quantifier for item promotion applications
Information Sciences: an International Journal
Preference-Function Algorithm: a novel approach for selection of the users' preferred websites
International Journal of Business Intelligence and Data Mining
Context-aware content filtering & presentation for pervasive & mobile information systems
Proceedings of the 1st international conference on Ambient media and systems
Clustering techniques utilized in web usage mining
AIKED'06 Proceedings of the 5th WSEAS International Conference on Artificial Intelligence, Knowledge Engineering and Data Bases
Data & Knowledge Engineering
Fuzzy-genetic approach to recommender systems based on a novel hybrid user model
Expert Systems with Applications: An International Journal
User interface design practice for the web in New Zealand
International Journal of Web Engineering and Technology
Improvement of the k-means clustering filtering algorithm
Pattern Recognition
Construction of Ontology-Based User Model for Web Personalization
UM '07 Proceedings of the 11th international conference on User Modeling
An Approach for Identification of User's Intentions During the Navigation in Semantic Websites
ESWC '07 Proceedings of the 4th European conference on The Semantic Web: Research and Applications
A Profile Modelling Approach for E-Learning Systems
ICCSA '08 Proceedings of the international conference on Computational Science and Its Applications, Part II
Mining Unexpected Web Usage Behaviors
ICDM '08 Proceedings of the 8th industrial conference on Advances in Data Mining: Medical Applications, E-Commerce, Marketing, and Theoretical Aspects
Introducing a Public Agency Networking Platform towards Supporting Connected Governance
EGOV '08 Proceedings of the 7th international conference on Electronic Government
Computational Intelligence techniques for Web personalization
Web Intelligence and Agent Systems
Do online buying behaviour and attitudes to web personalization vary by age group?
Proceedings of the 2008 annual research conference of the South African Institute of Computer Scientists and Information Technologists on IT research in developing countries: riding the wave of technology
Maintaining customer profiles in an e-commerce environment
Proceedings of the 2008 annual research conference of the South African Institute of Computer Scientists and Information Technologists on IT research in developing countries: riding the wave of technology
Personalized ranking for digital libraries based on log analysis
Proceedings of the 10th ACM workshop on Web information and data management
ER '08 Proceedings of the ER 2008 Workshops (CMLSA, ECDM, FP-UML, M2AS, RIGiM, SeCoGIS, WISM) on Advances in Conceptual Modeling: Challenges and Opportunities
Graph theory application and web page ranking for website link structure improvement
Behaviour & Information Technology
Engineering a design method for web content management implementations
Proceedings of the 10th International Conference on Information Integration and Web-based Applications & Services
Improvement of the fast exact pairwise-nearest-neighbor algorithm
Pattern Recognition
Application of neural networks and Kano's method to content recommendation in web personalization
Expert Systems with Applications: An International Journal
A web usage mining algorithm for web personalization
Intelligent Decision Technologies
A platform for virtual museums with personalized content
Multimedia Tools and Applications
A recommendation system for browsing digital libraries
Proceedings of the 2009 ACM symposium on Applied Computing
AH 12 years later: a comprehensive survey of adaptive hypermedia methods and techniques
The New Review of Hypermedia and Multimedia - Adaptive Hypermedia
Applications of web mining for marketing of online bookstores
Expert Systems with Applications: An International Journal
Modeling actions of PubMed users with n-gram language models
Information Retrieval
A fast k-means clustering algorithm using cluster center displacement
Pattern Recognition
Adaptive Web SitesA Knowledge Extraction from Web Data Approach
Proceedings of the 2008 conference on Adaptive Web Sites: A Knowledge Extraction from Web Data Approach
Empirical observations on the session timeout threshold
Information Processing and Management: an International Journal
A neuro-fuzzy strategy for web personalization
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 3
Expert Systems with Applications: An International Journal
Advances in Games Technology: Software, Models, and Intelligence
Simulation and Gaming
Report on the TrebleCLEF query log analysis workshop 2009
ACM SIGIR Forum
An e-customer behavior model with online analytical mining for internet marketing planning
Decision Support Systems
Modeling human behavior in user-adaptive systems: Recent advances using soft computing techniques
Expert Systems with Applications: An International Journal
Information Processing and Management: an International Journal
Fast global k-means clustering using cluster membership and inequality
Pattern Recognition
A web page usage prediction scheme using sequence indexing and clustering techniques
Data & Knowledge Engineering
Program transformations for information personalization
Computer Languages, Systems and Structures
Personalization by website transformation: Theory and practice
Information Processing and Management: an International Journal
Mining associations for interface design
RSKT'07 Proceedings of the 2nd international conference on Rough sets and knowledge technology
Mining rough association from text documents for web information gathering
Transactions on rough sets VII
A web-page usage prediction scheme using weighted suffix trees
SPIRE'07 Proceedings of the 14th international conference on String processing and information retrieval
User preference modeling from positive contents for personalized recommendation
DS'07 Proceedings of the 10th international conference on Discovery science
Ranking using multi-features in blog search
PCM'07 Proceedings of the multimedia 8th Pacific Rim conference on Advances in multimedia information processing
Personalization of content in virtual exhibitions
SAMT'07 Proceedings of the semantic and digital media technologies 2nd international conference on Semantic Multimedia
Modeling and learning user profiles for personalized content service
ICADL'07 Proceedings of the 10th international conference on Asian digital libraries: looking back 10 years and forging new frontiers
Adaptive website design using caching algorithms
WebKDD'06 Proceedings of the 8th Knowledge discovery on the web international conference on Advances in web mining and web usage analysis
Cultural adaptivity for the semantic web
ISWC'07/ASWC'07 Proceedings of the 6th international The semantic web and 2nd Asian conference on Asian semantic web conference
Fundamenta Informaticae - Intelligent Data Analysis in Granular Computing
Personalized blog content recommender system for mobile phone users
International Journal of Human-Computer Studies
A framework for delivering personalized e-government services from a citizen-centric approach
Proceedings of the 11th International Conference on Information Integration and Web-based Applications & Services
Building solutions for web personalization
AIKED'10 Proceedings of the 9th WSEAS international conference on Artificial intelligence, knowledge engineering and data bases
A fuzzy bi-clustering approach to correlate web users and pages
International Journal of Knowledge and Web Intelligence
Personalized context-aware collaborative filtering based on neural network and slope one
CDVE'09 Proceedings of the 6th international conference on Cooperative design, visualization, and engineering
The demographics of web search
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
A multimedia recommender integrating object features and user behavior
Multimedia Tools and Applications
Fast agglomerative clustering using information of k-nearest neighbors
Pattern Recognition
A web personalizing technique using adaptive data structures: The case of bursts in web visits
Journal of Systems and Software
Discovering multi-label temporal patterns in sequence databases
Information Sciences: an International Journal
Information Systems Frontiers
Model-driven development of multidimensional models from web log files
ER'10 Proceedings of the 2010 international conference on Advances in conceptual modeling: applications and challenges
What blogs tell us about websites: a demographics study
Proceedings of the fourth ACM international conference on Web search and data mining
WebUser: mining unexpected web usage
International Journal of Business Intelligence and Data Mining
Modeling DNS activities based on probabilistic latent semantic analysis
ADMA'10 Proceedings of the 6th international conference on Advanced data mining and applications - Volume Part II
Userrank for item-based collaborative filtering recommendation
Information Processing Letters
An agglomerative clustering algorithm using a dynamic k-nearest-neighbor list
Information Sciences: an International Journal
Proceedings of the 2011 ACM Symposium on Applied Computing
Improving matching process in social network using implicit and explicit user information
APWeb'11 Proceedings of the 13th Asia-Pacific web conference on Web technologies and applications
Distributed data mining for e-business
Information Technology and Management
Model-driven web usage analysis for the evaluation of web application quality
Journal of Web Engineering
Journal of Web Engineering
Behavior based web page evaluation
Journal of Web Engineering
Finding unexpected navigation behaviour in clickstream data for website design improvement
Journal of Web Engineering
Investigating the distributional property of the session workload
Journal of Web Engineering
Applying web usage mining for adaptive intranet navigation
IRFC'11 Proceedings of the Second international conference on Multidisciplinary information retrieval facility
Predicting mental health status based on web usage behavior
AMT'11 Proceedings of the 7th international conference on Active media technology
Alternative Approach to Tree-Structured Web Log Representation and Mining
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Non-violative user profiling approach for website design improvement
CSCWD'04 Proceedings of the 8th international conference on Computer Supported Cooperative Work in Design I
A pattern restore method for restoring missing patterns in server side clickstream data
APWeb'05 Proceedings of the 7th Asia-Pacific web conference on Web Technologies Research and Development
Classified ranking of semantic content filtered output using self-organizing neural networks
ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part II
Using hyperlink features to personalize web search
WebKDD'04 Proceedings of the 6th international conference on Knowledge Discovery on the Web: advances in Web Mining and Web Usage Analysis
Web-based recommendation strategy in a cadastre information system
AH'06 Proceedings of the 4th international conference on Adaptive Hypermedia and Adaptive Web-Based Systems
A mobile-aware system for website personalization
WAIM'05 Proceedings of the 6th international conference on Advances in Web-Age Information Management
Web personalization: my own web based on open content platform
WISE'05 Proceedings of the 6th international conference on Web Information Systems Engineering
Mobile user data mining: mining relationship patterns
EUC'05 Proceedings of the 2005 international conference on Embedded and Ubiquitous Computing
A personalized recommendation system based on PRML for e-commerce
SOFSEM'06 Proceedings of the 32nd conference on Current Trends in Theory and Practice of Computer Science
Web site off-line structure reconfiguration: a web user browsing analysis
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part II
Mining rough association from text documents
RSCTC'06 Proceedings of the 5th international conference on Rough Sets and Current Trends in Computing
Higher education web information system usage analysis with a data webhouse
ICCSA'06 Proceedings of the 2006 international conference on Computational Science and Its Applications - Volume Part IV
An improvement algorithm for accessing patterns through clustering in interactive VRML environments
PCM'04 Proceedings of the 5th Pacific Rim conference on Advances in Multimedia Information Processing - Volume Part III
User activity investigation of a web CRM system based on the log analysis
AWIC'05 Proceedings of the Third international conference on Advances in Web Intelligence
Expert Systems with Applications: An International Journal
The compass filter: search engine result personalization using web communities
ITWP'03 Proceedings of the 2003 international conference on Intelligent Techniques for Web Personalization
IKUM: an integrated web personalization platform based on content structures and user behavior
ITWP'03 Proceedings of the 2003 international conference on Intelligent Techniques for Web Personalization
Clustering of search engine keywords using access logs
DEXA'06 Proceedings of the 17th international conference on Database and Expert Systems Applications
Testing online navigation recommendations in a web site
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part III
Fuzzy model for the assessment of operators' work in a cadastre information system
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part III
NaviMoz: mining navigational patterns in portal catalogs
EDBT'06 Proceedings of the 2006 international conference on Current Trends in Database Technology
Mining patterns of mobile users through mobile devices and the musics they listens
ICCSA'05 Proceedings of the 2005 international conference on Computational Science and Its Applications - Volume Part IV
Multi-lingual detection of terrorist content on the web
WISI'06 Proceedings of the 2006 international conference on Intelligence and Security Informatics
Customer relationship management and Web mining: the next frontier
Data Mining and Knowledge Discovery
Web personalization based on usage mining
FDIA'09 Proceedings of the Third BCS-IRSG conference on Future Directions in Information Access
Ranking semantic relationships between two entities using personalization in context specification
Information Sciences: an International Journal
Using SOM to clustering of web sessions extracted by techniques of web usage mining
IDEAL'12 Proceedings of the 13th international conference on Intelligent Data Engineering and Automated Learning
ER'12 Proceedings of the 2012 international conference on Advances in Conceptual Modeling
Personalization in tag ontology learning for recommendation making
Proceedings of the 14th International Conference on Information Integration and Web-based Applications & Services
Knowledge discovery of weighted RFM sequential patterns from customer sequence databases
Journal of Systems and Software
Web 2.0 Based Intelligent Software Architecture for Photograph Sharing
International Journal of Intelligent Information Technologies
International Journal of Business Information Systems
Effective web log mining and online navigational pattern prediction
Knowledge-Based Systems
Analysis of customer preference through unforced natural passive observation
HCI'13 Proceedings of the 15th international conference on Human-Computer Interaction: users and contexts of use - Volume Part III
Web Usage Mining: Discovery and Use of AIOU Web Usage Patterns
International Journal of Technology Diffusion
Information Processing and Management: an International Journal
Journal of Systems and Software
Monitoring web browsing behavior with differential privacy
Proceedings of the 23rd international conference on World wide web
Personal and Ubiquitous Computing
Design and evaluation of an adaptive and intelligent tutoring system by expert system
Intelligent Decision Technologies
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Web personalization is the process of customizing a Web site to the needs of specific users, taking advantage of the knowledge acquired from the analysis of the user's navigational behavior (usage data) in correlation with other information collected in the Web context, namely, structure, content, and user profile data. Due to the explosive growth of the Web, the domain of Web personalization has gained great momentum both in the research and commercial areas. In this article we present a survey of the use of Web mining for Web personalization. More specifically, we introduce the modules that comprise a Web personalization system, emphasizing the Web usage mining module. A review of the most common methods that are used as well as technical issues that occur is given, along with a brief overview of the most popular tools and applications available from software vendors. Moreover, the most important research initiatives in the Web usage mining and personalization areas are presented.