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
CSCW '98 Proceedings of the 1998 ACM conference on Computer supported cooperative work
Learning users' interests by unobtrusively observing their normal behavior
Proceedings of the 5th international conference on Intelligent user interfaces
Proceedings of the 6th international conference on Intelligent user interfaces
The visual knowledge builder: a second generation spatial hypertext
Proceedings of the 12th ACM conference on Hypertext and Hypermedia
Supporting personal collections across digital libraries in spatial hypertext
Proceedings of the 4th ACM/IEEE-CS joint conference on Digital libraries
Display time as implicit feedback: understanding task effects
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
Effects of display configurations on document triage
INTERACT'05 Proceedings of the 2005 IFIP TC13 international conference on Human-Computer Interaction
Rapid document navigation for information triage support
Proceedings of the 7th ACM/IEEE-CS joint conference on Digital libraries
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
Improving skim reading for document triage
Proceedings of the second international symposium on Information interaction in context
Social navigation and annotation for electronic books
Proceedings of the 2008 ACM workshop on Research advances in large digital book repositories
Predicting task-specific webpages for revisiting
AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
MUADDIB: A distributed recommender system supporting device adaptivity
ACM Transactions on Information Systems (TOIS)
MM '09 Proceedings of the 17th ACM international conference on Multimedia
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 03
A fully automated recommender system using collaborative filters
CIIT '07 The Sixth IASTED International Conference on Communications, Internet, and Information 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
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
An empirical study of user navigation during document triage
ECDL'09 Proceedings of the 13th European conference on Research and advanced technology for digital libraries
Supporting document triage via annotation-based multi-application visualizations
Proceedings of the 10th annual joint conference on Digital libraries
A comparison of general vs personalised affective models for the prediction of topical relevance
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
Performing document triage on small screen devices. part 1: structured documents
Proceedings of the third symposium on Information interaction in context
Learning usability assessment models for web sites
Proceedings of the 16th international conference on Intelligent user interfaces
Emerging triage support environment for dementia care with camera system
EHAWC'11 Proceedings of the 2011th international conference on Ergonomics and health aspects of work with computers
A jump to the left (and then a step to the right): reading practices within academic ebooks
Proceedings of the 23rd Australian Computer-Human Interaction Conference
Investigating document triage on paper and electronic media
ECDL'07 Proceedings of the 11th European conference on Research and Advanced Technology for Digital Libraries
Automatic on-device filtering of social networking feeds
Proceedings of the 7th Nordic Conference on Human-Computer Interaction: Making Sense Through Design
Mining user interest from search tasks and annotations
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Proceedings of the Symposium on Human-Computer Interaction and Information Retrieval
Statistical user model supported by R-Tree structure
Applied Intelligence
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People frequently must sort through large sets of documents to identify useful materials, for example, when they look through web search results. This document triage process may involve both reading and organizing, possibly using different applications for each activity. Users' interests may be inferred from what they read and how they interact with individual documents; these interests may in turn be used as a basis for identifying other documents or document elements of potential interest within the set. To most effectively identify related documents of interest, activity data must be collected from all applications used in document triage. In this paper we present a common framework (the Interest Profile Manager) for collecting and analyzing user interest. We also present models for detecting user interest based on reading activity alone, on organizing activity alone, and on combined reading and organizing activity. A study comparing document value calculated using the different models shows that incorporating interest information from both reading and organizing activity better predicted users' valuation of documents. This difference was statistically significant when compared to using reading activity alone.