A self-organizing semantic map for information retrieval
SIGIR '91 Proceedings of the 14th annual international ACM SIGIR conference on Research and development in information retrieval
Bead: explorations in information visualization
SIGIR '92 Proceedings of the 15th annual international ACM SIGIR conference on Research and development in information retrieval
Visualization of a document collection: the vibe system
Information Processing and Management: an International Journal
InfoCrystal: a visual tool for information retrieval & management
CIKM '93 Proceedings of the second international conference on Information and knowledge management
TileBars: visualization of term distribution information in full text information access
CHI '95 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Reexamining the cluster hypothesis: scatter/gather on retrieval results
SIGIR '96 Proceedings of the 19th annual international ACM SIGIR conference on Research and development in information retrieval
Information forage through adaptive visualization
Proceedings of the third ACM conference on Digital libraries
Learning users' interests by unobtrusively observing their normal behavior
Proceedings of the 5th international conference on Intelligent user interfaces
Real life, real users, and real needs: a study and analysis of user queries on the web
Information Processing and Management: an International Journal
Proceedings of the 6th international conference on Intelligent user interfaces
Finding the flow in web site search
Communications of the ACM
Cumulated gain-based evaluation of IR techniques
ACM Transactions on Information Systems (TOIS)
Scaling personalized web search
WWW '03 Proceedings of the 12th international conference on World Wide Web
INFOVIS '97 Proceedings of the 1997 IEEE Symposium on Information Visualization (InfoVis '97)
The New Review of Hypermedia and Multimedia - Hypermedia and the world wide web
The Journal of Machine Learning Research
Tree-Maps: a space-filling approach to the visualization of hierarchical information structures
VIS '91 Proceedings of the 2nd conference on Visualization '91
Personalized Web Search For Improving Retrieval Effectiveness
IEEE Transactions on Knowledge and Data Engineering
Adaptive web search based on user profile constructed without any effort from users
Proceedings of the 13th international conference on World Wide Web
Interactive Information Retrieval Using Clustering and Spatial Proximity
User Modeling and User-Adapted Interaction
Anatomy and Empirical Evaluation of an Adaptive Web-Based Information Filtering System
User Modeling and User-Adapted Interaction
SERF: integrating human recommendations with search
Proceedings of the thirteenth ACM international conference on Information and knowledge management
Personalizing search via automated analysis of interests and activities
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
Personalized Search Based on User Search Histories
WI '05 Proceedings of the 2005 IEEE/WIC/ACM International Conference on Web Intelligence
Implicit user modeling for personalized search
Proceedings of the 14th ACM international conference on Information and knowledge management
Exploratory search: from finding to understanding
Communications of the ACM - Supporting exploratory search
Find that photo!: interface strategies to annotate, browse, and share
Communications of the ACM - Supporting exploratory search
Improving web search ranking by incorporating user behavior information
SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval
Adaptive Knowledge-Based Visualization for Accessing Educational Examples
IV '06 Proceedings of the conference on Information Visualization
The Open Video Digital Library: A Möbius strip of research and practice
Journal of the American Society for Information Science and Technology
Proceedings of the 2006 AVI workshop on BEyond time and errors: novel evaluation methods for information visualization
Open user profiles for adaptive news systems: help or harm?
Proceedings of the 16th international conference on World Wide Web
The ScratchPad: sensemaking support for the web
Proceedings of the 16th international conference on World Wide Web
Personalized query expansion for the web
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
Applying Graph Layout Techniques to Web Information Visualization and Navigation
CGIV '07 Proceedings of the Computer Graphics, Imaging and Visualisation
Are people biased in their use of search engines?
Communications of the ACM - Alternate reality gaming
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
An evaluation of adaptive filtering in the context of realistic task-based information exploration
Information Processing and Management: an International Journal
Eye movements as implicit relevance feedback
CHI '08 Extended Abstracts on Human Factors in Computing Systems
Personalized web exploration with task models
Proceedings of the 17th international conference on World Wide Web
Personalized search and exploration with mytag
Proceedings of the 17th international conference on World Wide Web
The relation browser tool for faceted exploratory search
Proceedings of the 8th ACM/IEEE-CS joint conference on Digital libraries
To personalize or not to personalize: modeling queries with variation in user intent
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Jigsaw: supporting investigative analysis through interactive visualization
Information Visualization
Putting recommendations on the map: visualizing clusters and relations
Proceedings of the third ACM conference on Recommender systems
A spatial model for collaborative filtering of comments in an online discussion forum
Proceedings of the third ACM conference on Recommender systems
Can eyes reveal interest? Implicit queries from gaze patterns
User Modeling and User-Adapted Interaction
Beyond DCG: user behavior as a predictor of a successful search
Proceedings of the third ACM international conference on Web search and data mining
Adaptive visualization of search results: bringing user models to visual analytics
Information Visualization
Predicting short-term interests using activity-based search context
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Inferring word relevance from eye-movements of readers
Proceedings of the 16th international conference on Intelligent user interfaces
A bayesian approach to modelling users' information display preferences
UM'05 Proceedings of the 10th international conference on User Modeling
Can concept-based user modeling improve adaptive visualization?
UMAP'10 Proceedings of the 18th international conference on User Modeling, Adaptation, and Personalization
IntrospectiveViews: an interface for scrutinizing semantic user models
UMAP'10 Proceedings of the 18th international conference on User Modeling, Adaptation, and Personalization
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As the volume and breadth of online information is rapidly increasing, ad hoc search systems become less and less efficient to answer information needs of modern users. To support the growing complexity of search tasks, researchers in the field of information developed and explored a range of approaches that extend the traditional ad hoc retrieval paradigm. Among these approaches, personalized search systems and exploratory search systems attracted many followers. Personalized search explored the power of artificial intelligence techniques to provide tailored search results according to different user interests, contexts, and tasks. In contrast, exploratory search capitalized on the power of human intelligence by providing users with more powerful interfaces to support the search process. As these approaches are not contradictory, we believe that they can re-enforce each other. We argue that the effectiveness of personalized search systems may be increased by allowing users to interact with the system and learn/investigate the problem in order to reach the final goal. We also suggest that an interactive visualization approach could offer a good ground to combine the strong sides of personalized and exploratory search approaches. This paper proposes a specific way to integrate interactive visualization and personalized search and introduces an adaptive visualization based search system Adaptive VIBE that implements it. We tested the effectiveness of Adaptive VIBE and investigated its strengths and weaknesses by conducting a full-scale user study. The results show that Adaptive VIBE can improve the precision and the productivity of the personalized search system while helping users to discover more diverse sets of information.