From user access patterns to dynamic hypertext linking
Proceedings of the fifth international World Wide Web conference on Computer networks and ISDN systems
Ariadne: a Java-based guided tour system for the World Wide Web
WWW7 Proceedings of the seventh international conference on World Wide Web 7
Proceedings of the third annual conference on Autonomous Agents
Footprints: history-rich tools for information foraging
Proceedings of the SIGCHI conference on Human Factors in Computing Systems
Mining navigation history for recommendation
Proceedings of the 5th international conference on Intelligent user interfaces
Visualization of navigation patterns on a Web site using model-based clustering
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
Towards adaptive Web sites: conceptual framework and case study
Artificial Intelligence - Special issue on Intelligent internet systems
Personalizing web sites for mobile users
Proceedings of the 10th international conference on World Wide Web
Adaptive web sites: cluster mining and conceptual clustering for index page synthesis
Adaptive web sites: cluster mining and conceptual clustering for index page synthesis
Adaptive web sites: an AI challenge
IJCAI'97 Proceedings of the 15th international joint conference on Artifical intelligence - Volume 1
Trading off granularity against complexity in predictive models for complex domains
PRICAI'00 Proceedings of the 6th Pacific Rim international conference on Artificial intelligence
Personalized portals for the wireless user based on mobile agents
WMC '02 Proceedings of the 2nd international workshop on Mobile commerce
A Flexible Personalization Architecture for Wireless Internet Based on Mobile Agents
ADBIS '02 Proceedings of the 6th East European Conference on Advances in Databases and Information Systems
The Plight of the Navigator: Solving the Navigation Problem for Wireless Portals
AH '02 Proceedings of the Second International Conference on Adaptive Hypermedia and Adaptive Web-Based Systems
Relational Markov models and their application to adaptive web navigation
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Model-Based Clustering and Visualization of Navigation Patterns on a Web Site
Data Mining and Knowledge Discovery
Web Usage Mining as a Tool for Personalization: A Survey
User Modeling and User-Adapted Interaction
SUPPLE: automatically generating user interfaces
Proceedings of the 9th international conference on Intelligent user interfaces
Evaluating adaptive user profiles for news classification
Proceedings of the 9th international conference on Intelligent user interfaces
Using link analysis to improve layout on mobile devices
Proceedings of the 13th international conference on World Wide Web
LinkSelector: A Web mining approach to hyperlink selection for Web portals
ACM Transactions on Internet Technology (TOIT)
mPERSONA: personalized portals for the wireless user: An agent approach
Mobile Networks and Applications
Using time and activity in personalization for the mobile user
MobiDE '06 Proceedings of the 5th ACM international workshop on Data engineering for wireless and mobile access
Studying the use of popular destinations to enhance web search interaction
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
ServiceFinder: A method towards enhancing service portals
ACM Transactions on Information Systems (TOIS)
Navigation behavior models for link structure optimization
User Modeling and User-Adapted Interaction
Adaptive delivery of E-commerce web sites
Intelligent Data Analysis
OPA browser: a web browser for cellular phone users
Proceedings of the 20th annual ACM symposium on User interface software and technology
World Wide Web
Grouping hyperlinks for improved voice/mobile accessibility
W4A '08 Proceedings of the 2008 international cross-disciplinary conference on Web accessibility (W4A)
Leveraging popular destinations to enhance Web search interaction
ACM Transactions on the Web (TWEB)
Website browsing aid: A navigation graph-based recommendation system
Decision Support Systems
Web User Profiling Using Fuzzy Clustering
WILF '07 Proceedings of the 7th international workshop on Fuzzy Logic and Applications: Applications of Fuzzy Sets Theory
Combining Interface Agents and Situated Agents for Deploying Adaptive Web Applications
Engineering Environment-Mediated Multi-Agent Systems
Proactively Adapting Interfaces to Individual Users for Mobile Devices
AH '08 Proceedings of the 5th international conference on Adaptive Hypermedia and Adaptive Web-Based Systems
Adaptive Portals: Context Adaptive Navigation through Large Information Spaces
AH '08 Proceedings of the 5th international conference on Adaptive Hypermedia and Adaptive Web-Based Systems
Enabling intelligent content discovery on the mobile internet
IAAI'07 Proceedings of the 19th national conference on Innovative applications of artificial intelligence - Volume 2
Adapting to the user's internet search strategy
UM'03 Proceedings of the 9th international conference on User modeling
Data mining for web personalization
The adaptive web
MARS: an agent-based recommender system for the semantic web
DAIS'07 Proceedings of the 7th IFIP WG 6.1 international conference on Distributed applications and interoperable systems
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
Enabling the mobile web through auto-generating multimodal web pages
CIMMACS'05 Proceedings of the 4th WSEAS international conference on Computational intelligence, man-machine systems and cybernetics
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
Temporal rules for predicting user navigation in the mobile web
AH'06 Proceedings of the 4th international conference on Adaptive Hypermedia and Adaptive Web-Based Systems
MLDM'05 Proceedings of the 4th international conference on Machine Learning and Data Mining in Pattern Recognition
Intelligent techniques for web personalization
ITWP'03 Proceedings of the 2003 international conference on Intelligent Techniques for Web Personalization
Mobile portal personalization: tools and techniques
ITWP'03 Proceedings of the 2003 international conference on Intelligent Techniques for Web Personalization
Mobile user personalization with dynamic profiles: time and activity
OTM'06 Proceedings of the 2006 international conference on On the Move to Meaningful Internet Systems: AWeSOMe, CAMS, COMINF, IS, KSinBIT, MIOS-CIAO, MONET - Volume Part II
Mobile web profiling: a study of off-portal surfing habits of mobile users
UMAP'10 Proceedings of the 18th international conference on User Modeling, Adaptation, and Personalization
Web sites as agents' environments: general framework and applications
E4MAS'05 Proceedings of the 2nd international conference on Environments for Multi-Agent Systems
A multi-agent recommender system for supporting device adaptivity in e-Commerce
Journal of Intelligent Information Systems
Supporting view transition design of smartphone applications using web templates
ICWE'12 Proceedings of the 12th international conference on Web Engineering
Detection of HTTP-GET attack with clustering and information theoretic measurements
FPS'12 Proceedings of the 5th international conference on Foundations and Practice of Security
On user behaviour adaptation under interface change
Proceedings of the 19th international conference on Intelligent User Interfaces
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Visitors who browse the web from wireless PDAs, cell phones, and pagers are frequently stymied by web interfaces optimized for desktop PCs. Simply replacing graphics with text and reformatting tables does not solve the problem, because deep link structures can still require minutes to traverse. In this paper we develop an algorithm, MINPATH, that automatically improves wireless web navigation by suggesting useful shortcut links in real time. MINPATH finds shortcuts by using a learned model of web visitor behavior to estimate the savings of shortcut links, and suggests only the few best links. We explore a variety of predictive models, including Naïve Bayes mixture models and mixtures of Markov models, and report empirical evidence that MINPATH finds useful shortcuts that save substantial navigational effort.