Mining association rules between sets of items in large databases
SIGMOD '93 Proceedings of the 1993 ACM SIGMOD international conference on Management of data
Characterizing browsing strategies in the World-Wide Web
Proceedings of the Third International World-Wide Web conference on Technology, tools and applications
How people revisit web pages: empirical findings and implications for the design of history systems
International Journal of Human-Computer Studies - Special issue: World Wide Web usability
Proceedings of the ninth ACM conference on Hypertext and hypermedia : links, objects, time and space---structure in hypermedia systems: links, objects, time and space---structure in hypermedia systems
The anatomy of a large-scale hypertextual Web search engine
WWW7 Proceedings of the seventh international conference on World Wide Web 7
Predicting users' requests on the WWW
UM '99 Proceedings of the seventh international conference on User modeling
Mining navigation history for recommendation
Proceedings of the 5th international conference on Intelligent user interfaces
Automatic personalization based on Web usage mining
Communications of the ACM
What do web users do? An empirical analysis of web use
International Journal of Human-Computer Studies
Mining sequential patterns with constraints in large databases
Proceedings of the eleventh international conference on Information and knowledge management
Measuring Search Engine Quality
Information Retrieval
ICDE '95 Proceedings of the Eleventh International Conference on Data Engineering
Mining Generalized Association Rules for Sequential and Path Data
ICDM '01 Proceedings of the 2001 IEEE International Conference on Data Mining
Evaluation of web usage mining approaches for user's next request prediction
WIDM '03 Proceedings of the 5th ACM international workshop on Web information and data management
Smartback: supporting users in back navigation
Proceedings of the 13th international conference on World Wide Web
Selective Markov models for predicting Web page accesses
ACM Transactions on Internet Technology (TOIT)
FS-Miner: efficient and incremental mining of frequent sequence patterns in web logs
Proceedings of the 6th annual ACM international workshop on Web information and data management
Proceedings of the sixteenth ACM conference on Hypertext and hypermedia
An MDP-Based Recommender System
The Journal of Machine Learning Research
Off the beaten tracks: exploring three aspects of web navigation
Proceedings of the 15th international conference on World Wide Web
Web page revisitation revisited: implications of a long-term click-stream study of browser usage
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Robustness of collaborative recommendation based on association rule mining
Proceedings of the 2007 ACM conference on Recommender systems
Predicting WWW surfing using multiple evidence combination
The VLDB Journal — The International Journal on Very Large Data Bases
Large scale analysis of web revisitation patterns
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
SearchBar: a search-centric web history for task resumption and information re-finding
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
A Markov Prediction Model Based on Page Hierarchical Clustering
International Journal of Distributed Sensor Networks
Web History Tools and Revisitation Support: A Survey of Existing Approaches and Directions
Foundations and Trends in Human-Computer Interaction
Pre-sending documents on the WWW: a comparative study
IJCAI'99 Proceedings of the 16th international joint conference on Artificial intelligence - Volume 2
Large scale query log analysis of re-finding
Proceedings of the third ACM international conference on Web search and data mining
Mining Indirect Association Rules for Web Recommendation
International Journal of Applied Mathematics and Computer Science
Stochastic models for tabbed browsing
Proceedings of the 19th international conference on World wide web
A characterization of online browsing behavior
Proceedings of the 19th international conference on World wide web
Factorizing personalized Markov chains for next-basket recommendation
Proceedings of the 19th international conference on World wide web
Improving revisitation browsers capability by using a dynamic bookmarks personal toolbar
WISE'07 Proceedings of the 8th international conference on Web information systems engineering
Recsplorer: recommendation algorithms based on precedence mining
Proceedings of the 2010 ACM SIGMOD International Conference on Management of data
Reverb: recommending code-related web pages
Proceedings of the 2013 International Conference on Software Engineering
Enhancing web revisitation by contextual keywords
ICWE'13 Proceedings of the 13th international conference on Web Engineering
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A considerable amount of our activities on the Web involves revisits to pages or sites. Reasons for revisiting include active monitoring of content, verification of information, regular use of online services, and reoccurring tasks. Browsers support for revisitation is mainly focused on frequently and recently visited pages. In this paper we present a dynamic browser toolbar that provides recommendations beyond these usual suspects, balancing diversity and relevance. The recommendation method used is a combination of ranking and propagation methods. Experimental outcomes show that this algorithm performs significantly better than the baseline method. Further experiments address the question whether it is more appropriate to recommend specific pages or rather (portal pages of) Web sites. We conducted two user studies with a dynamic toolbar that relies on our recommendation algorithm. In this context, the outcomes confirm that users appreciate and use the contextual recommendations provided by the toolbar.