Information filtering based on user behavior analysis and best match text retrieval
SIGIR '94 Proceedings of the 17th annual international ACM SIGIR conference on Research and development in information retrieval
Task complexity affects information seeking and use
Information Processing and Management: an International Journal
Towards the identification of the optimal number of relevance categories
Journal of the American Society for Information Science
Journal of the American Society for Information Science
Information Processing and Management: an International Journal - Special issue on Information Seeking In Context (ISIC)
Proceedings of the 6th international conference on Intelligent user interfaces
Predicting the relevance of a library catalog search
Journal of the American Society for Information Science and Technology - Visual based retrieval systems and web mining
Information and information sources in tasks of varying complexity
Journal of the American Society for Information Science and Technology
Finding relevant documents using top ranking sentences: an evaluation of two alternative schemes
SIGIR '02 Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval
Implicit feedback for inferring user preference: a bibliography
ACM SIGIR Forum
Context-sensitive information retrieval using implicit feedback
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
Accurately interpreting clickthrough data as implicit feedback
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
Evaluating personal information management behaviors and tools
Communications of the ACM - Personal information management
Proceedings of the 11th international conference on Intelligent user interfaces
Using web browser interactions to predict task
Proceedings of the 15th international conference on World Wide Web
A relevance feedback mechanism for cluster-based retrieval
Information Processing and Management: an International Journal
Measuring online information seeking context, Part 1: Background and method
Journal of the American Society for Information Science and Technology
Evaluation by comparing result sets in context
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
A study on the effects of personalization and task information on implicit feedback performance
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
Bayesian adaptive user profiling with explicit & implicit feedback
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
Click data as implicit relevance feedback in web search
Information Processing and Management: an International Journal
Evaluating the accuracy of implicit feedback from clicks and query reformulations in Web search
ACM Transactions on Information Systems (TOIS)
Time spent on a web page is sufficient to infer a user's interest
IMSA'07 IASTED European Conference on Proceedings of the IASTED European Conference: internet and multimedia systems and applications
Evaluating sources of implicit feedback in web searches
Proceedings of the 2007 ACM conference on Recommender systems
On the role of user-centred evaluation in the advancement of interactive information retrieval
Information Processing and Management: an International Journal
Utilizing a geometry of context for enhanced implicit feedback
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
Determining the informational, navigational, and transactional intent of Web queries
Information Processing and Management: an International Journal
Mining the search trails of surfing crowds: identifying relevant websites from user activity
Proceedings of the 17th international conference on World Wide Web
Query expansion using gaze-based feedback on the subdocument level
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Improving Web search using image snippets
ACM Transactions on Internet Technology (TOIT)
Some(what) grand challenges for information retrieval
ACM SIGIR Forum
Capturing User Interests by Both Exploitation and Exploration
UM '07 Proceedings of the 11th international conference on User Modeling
Personalized online document, image and video recommendation via commodity eye-tracking
Proceedings of the 2008 ACM conference on Recommender systems
Studying interaction methodologies in video retrieval
Proceedings of the VLDB Endowment
Proceedings of the Second ACM International Conference on Web Search and Data Mining
User-oriented document summarization through vision-based eye-tracking
Proceedings of the 14th international conference on Intelligent user interfaces
Multimedia Tools and Applications
The dynamics of personal territories on the web
Proceedings of the 20th ACM conference on Hypertext and hypermedia
Segment-level display time as implicit feedback: a comparison to eye tracking
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
The dynamics of personal territories on the web
ACM SIGWEB Newsletter
Predicting task-specific webpages for revisiting
AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
Using the taxonomy of cognitive learning to model online searching
Information Processing and Management: an International Journal
A user-oriented webpage ranking algorithm based on user attention time
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 2
MUADDIB: A distributed recommender system supporting device adaptivity
ACM Transactions on Information Systems (TOIS)
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 03
Towards a model of implicit feedback for Web search
Journal of the American Society for Information Science and Technology
Time spent on a web page is sufficient to infer a user's interest
EurolMSA '07 Proceedings of the Third IASTED European Conference on Internet and Multimedia Systems and Applications
Evaluating query-independent object features for relevancy prediction
ECIR'07 Proceedings of the 29th European conference on IR research
Analysis of internet users' interests based on windows GUI messages
HCI'07 Proceedings of the 12th international conference on Human-computer interaction: applications and services
Discovering implicit feedbacks from search engine log files
DS'07 Proceedings of the 10th international conference on Discovery science
Use of implicit graph for recommending relevant videos: a simulated evaluation
ECIR'08 Proceedings of the IR research, 30th European conference on Advances in information retrieval
Search behaviors in different task types
Proceedings of the 10th annual joint conference on Digital libraries
Personalizing information retrieval for people with different levels of topic knowledge
Proceedings of the 10th annual joint conference on Digital libraries
Inferring document utility via a decision-making based retrieval model
International Journal of Knowledge-based and Intelligent Engineering Systems
Personalizing information retrieval for multi-session tasks: the roles of task stage and task type
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
Understanding web browsing behaviors through Weibull analysis of dwell time
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
Information interaction in molecular medicine: integrated use of multiple channels
Proceedings of the third symposium on Information interaction in context
Proceedings of the third symposium on Information interaction in context
Helping identify when users find useful documents: examination of query reformulation intervals
Proceedings of the third symposium on Information interaction in context
The CLOTHO project: predicting application utility
Proceedings of the 8th ACM Conference on Designing Interactive Systems
Predicting task difficulty for different task types
Proceedings of the 73rd ASIS&T Annual Meeting on Navigating Streams in an Information Ecosystem - Volume 47
Study of context influence on classifiers trained under different video-document representations
Information Processing and Management: an International Journal
Effects of Usage-Based Feedback on Video Retrieval: A Simulation-Based Study
ACM Transactions on Information Systems (TOIS)
Implicit acquisition of context for personalization of information retrieval systems
Proceedings of the 2011 Workshop on Context-awareness in Retrieval and Recommendation
Linking search tasks with low-level eye movement patterns
Proceedings of the 28th Annual European Conference on Cognitive Ergonomics
Applying web usage mining for adaptive intranet navigation
IRFC'11 Proceedings of the Second international conference on Multidisciplinary information retrieval facility
Enhanced information retrieval using domain-specific recommender models
ICTIR'11 Proceedings of the Third international conference on Advances in information retrieval theory
Towards evaluation of personalized and collaborative information retrieval
Proceedings of the First Workshop on Personalised Multilingual Hypertext Retrieval
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 02
A probabilistic method for inferring preferences from clicks
Proceedings of the 20th ACM international conference on Information and knowledge management
Attentive documents: Eye tracking as implicit feedback for information retrieval and beyond
ACM Transactions on Interactive Intelligent Systems (TiiS)
Software engineers' information behaviour and implicit relevance indicators
International Journal of Knowledge and Web Intelligence
Effects of display configurations on document triage
INTERACT'05 Proceedings of the 2005 IFIP TC13 international conference on Human-Computer Interaction
Task-specific information retrieval systems for software engineers
Journal of Computer and System Sciences
Leveraging context for adaptive multimedia retrieval: a matter of control
AMR'05 Proceedings of the Third international conference on Adaptive Multimedia Retrieval: user, context, and feedback
Proceedings of the 21st international conference on World Wide Web
Mining user dwell time for personalized web search re-ranking
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
Personalization of search results using interaction behaviors in search sessions
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
Language intent models for inferring user browsing behavior
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
Task complexity and information searching in administrative tasks revisited
Proceedings of the 4th Information Interaction in Context Symposium
Pay-as-You-Go ranking of schema mappings using query logs
DILS'12 Proceedings of the 8th international conference on Data Integration in the Life Sciences
An Investigation of User Behaviour Consistency for Context-Aware Information Retrieval Systems
International Journal of Advanced Pervasive and Ubiquitous Computing
Understanding relevance: an fMRI study
ECIR'13 Proceedings of the 35th European conference on Advances in Information Retrieval
Negative implicit feedback in e-commerce recommender systems
Proceedings of the 3rd International Conference on Web Intelligence, Mining and Semantics
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
Mining touch interaction data on mobile devices to predict web search result relevance
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
Silence is also evidence: interpreting dwell time for recommendation from psychological perspective
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Timespent based models for predicting user retention
Proceedings of the 22nd international conference on World Wide Web
Personalized models of search satisfaction
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Improving passage ranking with user behavior information
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Modeling dwell time to predict click-level satisfaction
Proceedings of the 7th ACM international conference on Web search and data mining
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Recent research has had some success using the length of time a user displays a document in their web browser as implicit feedback for document preference. However, most studies have been confined to specific search domains, such as news, and have not considered the effects of task on display time, and the potential impact of this relationship on the effectiveness of display time as implicit feedback. We describe the results of an intensive naturalistic study of the online information-seeking behaviors of seven subjects during a fourteen-week period. Throughout the study, subjects' online information-seeking activities were monitored with various pieces of logging and evaluation software. Subjects were asked to identify the tasks with which they were working, classify the documents that they viewed according to these tasks, and evaluate the usefulness of the documents. Results of a user-centered analysis demonstrate no general, direct relationship between display time and usefulness, and that display times differ significantly according to specific task, and according to specific user.