A formal theory of plan recognition
A formal theory of plan recognition
Singular extensions: adding selectivity to brute-force searching
Artificial Intelligence - Special issue on computer chess
STRUDEL: a Web site management system
SIGMOD '97 Proceedings of the 1997 ACM SIGMOD international conference on Management of data
AGENTS '97 Proceedings of the first international conference on Autonomous agents
Vision and Navigation: The Carnegie Mellon Navlab
Vision and Navigation: The Carnegie Mellon Navlab
A sound and fast goal recognizer
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 2
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
A personalized television listings service
Communications of the ACM
Model-driven development of Web applications: the AutoWeb system
ACM Transactions on Information Systems (TOIS)
A fine grained heuristic to capture web navigation patterns
ACM SIGKDD Explorations Newsletter
Personalizing web sites for mobile users
Proceedings of the 10th international conference on World Wide Web
Personalization from incomplete data: what you don't know can hurt
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining
Reorganizing web sites based on user access patterns
Proceedings of the tenth international conference on Information and knowledge management
Indexing web access-logs for pattern queries
Proceedings of the 4th international workshop on Web information and data management
ACM Computing Surveys (CSUR)
Autonomous Agents and Multi-Agent Systems
Web mining for web personalization
ACM Transactions on Internet Technology (TOIT)
Providing Advice to Website Designers Towards Effective Websites Re-Organization
PKDD '00 Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery
Non-crisp Clustering by Fast, Convergent, and Robust Algorithms
PKDD '01 Proceedings of the 5th European Conference on Principles of Data Mining and Knowledge Discovery
Categorizing Visitors Dynamically by Fast and Robust Clustering of Access Logs
WI '01 Proceedings of the First Asia-Pacific Conference on Web Intelligence: Research and Development
Optimizing Pattern Queries for Web Access Logs
ADBIS '01 Proceedings of the 5th East European Conference on Advances in Databases and Information Systems
An Heuristic to Capture Longer User Web Navigation Patterns
EC-WEB '00 Proceedings of the First International Conference on Electronic Commerce and Web Technologies
Towards Zero-Input Personalization: Referrer-Based Page Prediction
AH '00 Proceedings of the International Conference on Adaptive Hypermedia and Adaptive Web-Based Systems
WAP ing the Web: Content Personalisation for WAP-Enabled Devices
AH '00 Proceedings of the International Conference on Adaptive Hypermedia and Adaptive Web-Based Systems
Web Site Personalization Using User Profile Information
AH '02 Proceedings of the Second International Conference on Adaptive Hypermedia and Adaptive Web-Based Systems
Using Markov Chains for Structural Link Prediction in Adaptive Web Sites
UM '01 Proceedings of the 8th International Conference on User Modeling 2001
Data Mining of User Navigation Patterns
WEBKDD '99 Revised Papers from the International Workshop on Web Usage Analysis and User Profiling
Using Markov Chains for Link Prediction in Adaptive Web Sites
Soft-Ware 2002 Proceedings of the First International Conference on Computing in an Imperfect World
Relational Markov models and their application to adaptive web navigation
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Intelligent data analysis
Design time support for adaptive behavior in Web sites
Proceedings of the 2003 ACM symposium on Applied computing
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
A Monotonic On-Line Linear Algorithm for Hierarchical Agglomerative Classification
Information Technology and Management
PageCluster: Mining conceptual link hierarchies from Web log files for adaptive Web site navigation
ACM Transactions on Internet Technology (TOIT)
Interval Set Clustering of Web Users with Rough K-Means
Journal of Intelligent Information Systems
Web Mining: Research and Practice
Computing in Science and Engineering
A content and structure website mining model
Proceedings of the 15th international conference on World Wide Web
Adaptive web sites: user studies and simulation
Proceedings of the 15th international conference on World Wide Web
A process of knowledge discovery from web log data: Systematization and critical review
Journal of Intelligent Information Systems
ServiceFinder: A method towards enhancing service portals
ACM Transactions on Information Systems (TOIS)
Adaptive delivery of E-commerce web sites
Intelligent Data Analysis
Query-sets: using implicit feedback and query patterns to organize web documents
Proceedings of the 17th international conference on World Wide Web
Grouping hyperlinks for improved voice/mobile accessibility
W4A '08 Proceedings of the 2008 international cross-disciplinary conference on Web accessibility (W4A)
From Web to Social Web: Discovering and Deploying User and Content Profiles
Combining Interface Agents and Situated Agents for Deploying Adaptive Web Applications
Engineering Environment-Mediated Multi-Agent Systems
Proceedings of the seventh european conference on European interactive television conference
A probabilistic model for web usage mining
TELE-INFO'09 Proceedings of the 8th Wseas international conference on Telecommunications and informatics
Automatic slide presentation from semantically annotated documents
CorefApp '99 Proceedings of the Workshop on Coreference and its Applications
Adaptive web sites: conceptual cluster mining
IJCAI'99 Proceedings of the 16th international joint conference on Artifical intelligence - Volume 1
Verifying integrity constraints on web sites
IJCAI'99 Proceedings of the 16th international joint conference on Artifical intelligence - Volume 1
An adaptive website system to improve efficiency with web mining techniques
Advanced Engineering Informatics
Adaptive web navigation for wireless devices
IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence - Volume 2
Exploring the feasibility of web form adaptation to users' cultural dimension scores
User Modeling and User-Adapted Interaction
A graph-based optimization algorithm for website topology using interesting association rules
PAKDD'03 Proceedings of the 7th Pacific-Asia conference on Advances in knowledge discovery and data mining
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
Combining artificial intelligence and databases for data integration
Artificial intelligence today
Designing self-adaptive websites using online hotlink assignment algorithm
Proceedings of the 7th International Conference on Advances in Mobile Computing and Multimedia
Website reorganization using an ant colony system
Expert Systems with Applications: An International Journal
Code analyzer for an online course management system
Journal of Systems and Software
Improved approximations for the hotlink assignment problem
ACM Transactions on Algorithms (TALG)
Web document clustering based on web log mining
ICCOMP'06 Proceedings of the 10th WSEAS international conference on Computers
Enhancing hyperlink structure for improving web performance
Journal of Web Engineering
Situated agents and the web: supporting site adaptivity
CEEMAS'05 Proceedings of the 4th international Central and Eastern European conference on Multi-Agent Systems and Applications
Mining temporally changing web usage graphs
WebKDD'04 Proceedings of the 6th international conference on Knowledge Discovery on the Web: advances in Web Mining and Web Usage Analysis
Design and implementation of a web-board system for the adaptive school web site construction
WISE'05 Proceedings of the 2005 international conference on Web Information Systems Engineering
Recommendation system using multistrategy inference and learning
AWIC'05 Proceedings of the Third international conference on Advances in Web Intelligence
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
A website mining model centered on user queries
EWMF'05/KDO'05 Proceedings of the 2005 joint international conference on Semantics, Web and Mining
Web sites as agents' environments: general framework and applications
E4MAS'05 Proceedings of the 2nd international conference on Environments for Multi-Agent Systems
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The creation of a complex web site is a thorny problem in user interface design. First, different visitors have distinct goals. Second, even a single visitor may have different needs at different times. Much of the information at the site may also be dynamic or time-dependent. Third, as the site grows and evolves, its original design may no longer be appropriate. Finally, a site may be designed for a particular purpose but used in unexpected ways. Web servers record data about user interactions and accumulate this data over time. We believe that AI techniques can be used to examine user access logs in order to automatically improve the site. We challenge the AI community to create adaptive web sites: sites that automatically improve their organization and presentation based on user access data. Several unrelated research projects in plan recognition, machine learning, knowledge representation, and user modeling have begun to explore aspects of this problem. We hope that posing this challenge explicitly will bring these projects together and stimulate fundamental AI research. Success would have a broad and highly visible impact on the web and the AI community.