CHI '92 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Groupware and social dynamics: eight challenges for developers
Communications of the ACM
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
Recommending and evaluating choices in a virtual community of use
CHI '95 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Social information filtering: algorithms for automating “word of mouth”
CHI '95 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Siteseer: personalized navigation for the Web
Communications of the ACM
GroupLens: applying collaborative filtering to Usenet news
Communications of the ACM
Recommender systems for evaluating computer messages
Communications of the ACM
Proceedings of the ACM SIGCHI Conference on Human factors in computing systems
CSCW '98 Proceedings of the 1998 ACM conference on Computer supported cooperative work
Measuring perceived quality of speech and video in multimedia conferencing applications
MULTIMEDIA '98 Proceedings of the sixth ACM international conference on Multimedia
Learning users' interests by unobtrusively observing their normal behavior
Proceedings of the 5th international conference on Intelligent user interfaces
Intelligent analysis of user interactions with web applications
Proceedings of the 7th international conference on Intelligent user interfaces
Adaptive interfaces for ubiquitous web access
Communications of the ACM - The Adaptive Web
An adaptive stock tracker for personalized trading advice
Proceedings of the 8th international conference on Intelligent user interfaces
The Virtual World Gets Physical: Perspectives on Personalization
IEEE Internet Computing
Intelligent E-marketing with Web Mining, Personalization, and User-Adpated Interfaces
Industrial Conference on Data Mining: Advances in Data Mining, Applications in E-Commerce, Medicine, and Knowledge Management
Panel: Knowledge Creating Communities
LSO '01 Proceedings of the Third International Workshop on Advances in Learning Software Organizations
Topic detection and interest tracking in a dynamic online news source
Proceedings of the 3rd ACM/IEEE-CS joint conference on Digital libraries
The use of dynamic contexts to improve casual internet searching
ACM Transactions on Information Systems (TOIS)
Capturing task knowledge for geo-spatial imagery
Proceedings of the 2nd international conference on Knowledge capture
Implicit feedback for inferring user preference: a bibliography
ACM SIGIR Forum
Improving the Quality of the Personalized Electronic Program Guide
User Modeling and User-Adapted Interaction
Predicting user preferences: from semantic to pragmatic metrics of Web navigation behavior
Dutch HCI '04 Proceedings of the conference on Dutch directions in HCI
Display time as implicit feedback: understanding task effects
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
PocketLens: Toward a personal recommender system
ACM Transactions on Information Systems (TOIS)
Personalized Course Navigation Based on Grey Relational Analysis
Applied Intelligence
Accurately interpreting clickthrough data as implicit feedback
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
Intelligent Services for the Elderly Over the TV
Journal of Intelligent Information Systems
Implicit interaction profiling for recommending spatial content
Proceedings of the 13th annual ACM international workshop on Geographic information systems
Implicit user modeling for personalized search
Proceedings of the 14th ACM international conference on Information and knowledge management
Proceedings of the 11th international conference on Intelligent user interfaces
An implicit feedback approach for interactive information retrieval
Information Processing and Management: an International Journal - Special issue: Formal methods for information retrieval
Proceedings of the 2006 ACM symposium on Applied computing
Social navigation in web lectures
Proceedings of the seventeenth conference on Hypertext and hypermedia
A large-scale analysis of query logs for assessing personalization opportunities
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
A relevance feedback mechanism for cluster-based retrieval
Information Processing and Management: an International Journal
Small-scale peer-to-peer overlays
ACM SIGOPS Operating Systems Review
Supporting mobile access to digital video archives without user queries
Proceedings of the 8th conference on Human-computer interaction with mobile devices and services
Web information retrieval based on user operation on digital maps
GIS '06 Proceedings of the 14th annual ACM international symposium on Advances in geographic information systems
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
Combining multiple forms of evidence while filtering
HLT '05 Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing
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)
A field study characterizing Web-based information-seeking tasks
Journal of the American Society for Information Science and Technology
ESMAP: A Multi-agent Platform for Extending a Knowledge Management System
WI '06 Proceedings of the 2006 IEEE/WIC/ACM International Conference on Web Intelligence
Generating semantically enriched user profiles for Web personalization
ACM Transactions on Internet Technology (TOIT)
Evaluating the implicit feedback models for adaptive video retrieval
Proceedings of the international workshop on Workshop on multimedia information retrieval
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
WebinSitu: a comparative analysis of blind and sighted browsing behavior
Proceedings of the 9th international ACM SIGACCESS conference on Computers and accessibility
Addressing uncertainty in implicit preferences
Proceedings of the 2007 ACM conference on Recommender systems
Improving Web Service Discovery with Usage Data
IEEE Software
Utilizing a geometry of context for enhanced implicit feedback
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
Nugget discovery in visual exploration environments by query consolidation
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
Investigating User Browsing Behavior
WI-IATW '07 Proceedings of the 2007 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Workshops
Analysis of implicit interest indicators for spatial data
Proceedings of the 15th annual ACM international symposium on Advances in geographic information systems
Personalized web exploration with task models
Proceedings of the 17th international conference on World Wide Web
Pay-as-you-go user feedback for dataspace systems
Proceedings of the 2008 ACM SIGMOD international conference on Management of data
Where did the researchers go?: supporting social navigation at a large academic
Proceedings of the nineteenth ACM conference on Hypertext and hypermedia
Learning to learn implicit queries from gaze patterns
Proceedings of the 25th international conference on Machine learning
User Profile Modeling in the context of web-based learning management systems
Journal of Network and Computer Applications
Probabilistic relevance ranking for collaborative filtering
Information Retrieval
Combining Interface Agents and Situated Agents for Deploying Adaptive Web Applications
Engineering Environment-Mediated Multi-Agent Systems
Implications of Writing, Reading, and Tagging on the Web for Reflection Support in Informal Learning
EC-TEL '08 Proceedings of the 3rd European conference on Technology Enhanced Learning: Times of Convergence: Technologies Across Learning Contexts
Explicit Dynamic User Profiles for a Collaborative Filtering Recommender System
IBERAMIA '08 Proceedings of the 11th Ibero-American conference on AI: Advances in Artificial Intelligence
AnnotatEd: A social navigation and annotation service for web-based educational resources
The New Review of Hypermedia and Multimedia
Complex adaptive filtering user profile using graphical models
Information Processing and Management: an International Journal
Recommending topics for self-descriptions in online user profiles
Proceedings of the 2008 ACM conference on Recommender systems
Crafting the initial user experience to achieve community goals
Proceedings of the 2008 ACM conference on Recommender systems
Studying interaction methodologies in video retrieval
Proceedings of the VLDB Endowment
User language model for collaborative personalized search
ACM Transactions on Information Systems (TOIS)
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
An attentive self-organizing neural model for text mining
Expert Systems with Applications: An International Journal
Personalized recommendation on dynamic content using predictive bilinear models
Proceedings of the 18th international conference on World wide web
PSkip: estimating relevance ranking quality from web search clickthrough data
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Establishing a Probabilistic Model for Cognitive Learning Style
Proceedings of the 2005 conference on Towards Sustainable and Scalable Educational Innovations Informed by the Learning Sciences: Sharing Good Practices of Research, Experimentation and Innovation
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
Task-Based Image Annotation and Retrieval
RSFDGrC '07 Proceedings of the 11th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing
Understanding geospatial interests by visualizing map interaction behavior
Information Visualization
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
User Profiling for Web Search Based on Biological Fluctuation
Proceedings of the 13th International Conference on Human-Computer Interaction. Part III: Ubiquitous and Intelligent Interaction
Reinforcing Recommendation Using Implicit Negative Feedback
UMAP '09 Proceedings of the 17th International Conference on User Modeling, Adaptation, and Personalization: formerly UM and AH
CommunityCommands: command recommendations for software applications
Proceedings of the 22nd annual ACM symposium on User interface software and technology
MUADDIB: A distributed recommender system supporting device adaptivity
ACM Transactions on Information Systems (TOIS)
Explicit vs implicit profiling: a case-study in electronic programme guides
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
Are Clickthroughs Useful for Image Labelling?
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Personalized recommendation of social software items based on social relations
Proceedings of the third ACM conference on Recommender systems
Capturing and reusing case-based context for image retrieval
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
Can eyes reveal interest? Implicit queries from gaze patterns
User Modeling and User-Adapted Interaction
Personalized social search based on the user's social network
Proceedings of the 18th ACM conference on Information and knowledge management
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
Automated design process modelling and analysis using immersive virtual reality
Computer-Aided Design
A fully automated recommender system using collaborative filters
CIIT '07 The Sixth IASTED International Conference on Communications, Internet, and Information Technology
Towards a model of implicit feedback for Web search
Journal of the American Society for Information Science and Technology
Language Models of Collaborative Filtering
AIRS '09 Proceedings of the 5th Asia Information Retrieval Symposium on Information Retrieval Technology
A Study of Spatial Interaction Behaviour for Improved Delivery of Web-Based Maps
W2GIS '09 Proceedings of the 9th International Symposium on Web and Wireless Geographical Information Systems
Automatic Generation of an Adaptive WebGIS
W2GIS '09 Proceedings of the 9th International Symposium on Web and Wireless Geographical Information Systems
COHSE: dynamic linking of web resources
COHSE: dynamic linking of web resources
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
Expert Systems with Applications: An International Journal
An implicit feedback approach for interactive information retrieval
Information Processing and Management: an International Journal - Special issue: Formal methods for information retrieval
Same places, same things, same people?: mining user similarity on social media
Proceedings of the 2010 ACM conference on Computer supported cooperative work
A Survey of Accuracy Evaluation Metrics of Recommendation Tasks
The Journal of Machine Learning Research
An exploration into activity-informed physical advertising using PEST
PERVASIVE'07 Proceedings of the 5th international conference on Pervasive computing
Web service discovery based on past user experience
BIS'07 Proceedings of the 10th international conference on Business information systems
Privacy preservation improvement by learning optimal profile generation rate
UM'03 Proceedings of the 9th international conference on User modeling
UM'03 Proceedings of the 9th international conference on User modeling
Collaborative filtering based on transitive correlations between items
ECIR'07 Proceedings of the 29th European conference on IR research
Personalized search on the world wide web
The adaptive web
The adaptive web
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
Research on web information filtering based on incremental feedback algorithm
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 3
Optimizing visual search with implicit user feedback in interactive video retrieval
Proceedings of the ACM International Conference on Image and Video Retrieval
Supporting document triage via annotation-based multi-application visualizations
Proceedings of the 10th annual joint conference on Digital libraries
Web Semantics: Science, Services and Agents on the World Wide Web
Social media recommendation based on people and tags
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
RECON: a reciprocal recommender for online dating
Proceedings of the fourth ACM conference on Recommender systems
Social navigation for the spoken web
Proceedings of the fourth ACM conference on Recommender systems
Towards effective recommendation of social data across social networking sites
AIMSA'10 Proceedings of the 14th international conference on Artificial intelligence: methodology, systems, and applications
Layered evaluation of interactive adaptive systems: framework and formative methods
User Modeling and User-Adapted Interaction
Inferring word relevance from eye-movements of readers
Proceedings of the 16th international conference on Intelligent user interfaces
Generating simulated relevance feedback: a prognostic search approach
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
Personalized recommendation of popular blog articles for mobile applications
Information Sciences: an International Journal
Design and evaluation of a command recommendation system for software applications
ACM Transactions on Computer-Human Interaction (TOCHI)
No clicks, no problem: using cursor movements to understand and improve search
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Search-logger analyzing exploratory search tasks
Proceedings of the 2011 ACM Symposium on Applied Computing
A web-based visualisation tool for analysing mouse movements to support map personalisation
DASFAA'11 Proceedings of the 16th international conference on Database systems for advanced applications
Bringing users of a digital divide context to website evaluation using WELFIT
Proceedings of the IX Symposium on Human Factors in Computing Systems
Adaptive user interface of product recommendation based on eye-tracking
Proceedings of the 2010 workshop on Eye gaze in intelligent human machine interaction
Task-based annotation and retrieval for image information management
Multimedia Tools and Applications
Behavior based web page evaluation
Journal of Web Engineering
Journal of Web Engineering
Using browser interaction data to determine page reading behavior
UMAP'11 Proceedings of the 19th international conference on User modeling, adaption, and personalization
An approach to early recognition of web user tasks by the surfing behavior
SAMT'10 Proceedings of the 5th international conference on Semantic and digital media technologies
Restyling website design via touch-based interactions
Proceedings of the 13th International Conference on Human Computer Interaction with Mobile Devices and Services
Attention and intention goals can mediate disruption in human-computer interaction
INTERACT'11 Proceedings of the 13th IFIP TC 13 international conference on Human-computer interaction - Volume Part II
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 02
UPComp - A PHP Component for Recommendation Based on User Behaviour
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 03
Online activity graph for document importance and association
Proceedings of the 7th International Conference on Semantic Systems
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)
Implicit rating – a case study
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II
Improving archaeological heritage information access through a personalised GIS interface
W2GIS'06 Proceedings of the 6th international conference on Web and Wireless Geographical Information Systems
Presentation of dynamic maps by estimating user intentions from operation history
MMM'07 Proceedings of the 13th international conference on Multimedia Modeling - Volume Part I
Large-scale validation and analysis of interleaved search evaluation
ACM Transactions on Information Systems (TOIS)
Social navigation support in a course recommendation system
AH'06 Proceedings of the 4th international conference on Adaptive Hypermedia and Adaptive Web-Based Systems
Interpreting user inactivity on search results
ECIR'2010 Proceedings of the 32nd European conference on Advances in Information Retrieval
Context-Oriented image retrieval
CONTEXT'05 Proceedings of the 5th international conference on Modeling and Using Context
Intelligent techniques for web personalization
ITWP'03 Proceedings of the 2003 international conference on Intelligent Techniques for Web Personalization
Data sparsity issues in the collaborative filtering framework
WebKDD'05 Proceedings of the 7th international conference on Knowledge Discovery on the Web: advances in Web Mining and Web Usage Analysis
UbiComp'06 Proceedings of the 8th international conference on Ubiquitous Computing
Interaction-based user interface redesign
Proceedings of the 2012 ACM international conference on Intelligent User Interfaces
A user-item relevance model for log-based collaborative filtering
ECIR'06 Proceedings of the 28th European conference on Advances in Information Retrieval
Proceedings of the 21st international conference on World Wide Web
User see, user point: gaze and cursor alignment in web search
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Estimating importance of implicit factors in e-commerce recommender systems
Proceedings of the 2nd International Conference on Web Intelligence, Mining and Semantics
Interface agents personalizing Web-based tasks
Cognitive Systems Research
Improving searcher models using mouse cursor activity
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
Queries without clicks: evaluating retrieval effectiveness based on user feedback
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
User feedback and preferences mining
UMAP'12 Proceedings of the 20th international conference on User Modeling, Adaptation, and Personalization
What does time spent on searching indicate?
Proceedings of the 4th Information Interaction in Context Symposium
The other side of the social web: a taxonomy for social information access
Proceedings of the 18th Brazilian symposium on Multimedia and the web
Assessing the relationship between context, user preferences, and content in search behaviour
Proceedings of the 5th Ph.D. workshop on Information and knowledge
Smart indicators on learning interactions
EC-TEL'07 Proceedings of the Second European conference on Technology Enhanced Learning: creating new learning experiences on a global scale
Proceedings of the 7th Nordic Conference on Human-Computer Interaction: Making Sense Through Design
Explaining difficulty navigating a website using page view data
Proceedings of the Seventeenth Australasian Document Computing Symposium
Implicit bookmarking: Improving support for revisitation in within-document reading tasks
International Journal of Human-Computer Studies
SocConnect: A personalized social network aggregator and recommender
Information Processing and Management: an International Journal
User interface adaptation based on user feedback and machine learning
Proceedings of the companion publication of the 2013 international conference on Intelligent user interfaces companion
Towards estimating web search result relevance from touch interactions on mobile devices
CHI '13 Extended Abstracts on Human Factors in Computing Systems
Negative implicit feedback in e-commerce recommender systems
Proceedings of the 3rd International Conference on Web Intelligence, Mining and Semantics
Journal of Web Engineering
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
Timespent based models for predicting user retention
Proceedings of the 22nd international conference on World Wide Web
Mining expertise and interests from social media
Proceedings of the 22nd international conference on World Wide Web
Ordinary search engine users carrying out complex search tasks
Journal of Information Science
Adaptive visualization for exploratory information retrieval
Information Processing and Management: an International Journal
Improving passage ranking with user behavior information
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Mining user interest from search tasks and annotations
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Integrating collaborative filtering and matching-based search for product recommendations
Journal of Theoretical and Applied Electronic Commerce Research
Modeling dwell time to predict click-level satisfaction
Proceedings of the 7th ACM international conference on Web search and data mining
Computers in Human Behavior
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Recommender systems provide personalized suggestions about items that users will find interesting. Typically, recommender systems require a user interface that can ``intelligently'' determine the interest of a user and use this information to make suggestions. The common solution, ``explicit ratings'', where users tell the system what they think about a piece of information, is well-understood and fairly precise. However, having to stop to enter explicit ratings can alter normal patterns of browsing and reading. A more ``intelligent'' method is to useimplicit ratings, where a rating is obtained by a method other than obtaining it directly from the user. These implicit interest indicators have obvious advantages, including removing the cost of the user rating, and that every user interaction with the system can contribute to an implicit rating.Current recommender systems mostly do not use implicit ratings, nor is the ability of implicit ratings to predict actual user interest well-understood. This research studies the correlation between various implicit ratings and the explicit rating for a single Web page. A Web browser was developed to record the user's actions (implicit ratings) and the explicit rating of a page. Actions included mouse clicks, mouse movement, scrolling and elapsed time. This browser was used by over 80 people that browsed more than 2500 Web pages.Using the data collected by the browser, the individual implicit ratings and some combinations of implicit ratings were analyzed and compared with the explicit rating. We found that the time spent on a page, the amount of scrolling on a page and the combination of time and scrolling had a strong correlation with explicit interest, while individual scrolling methods and mouse-clicks were ineffective in predicting explicit interest.