Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence Data
ICML '01 Proceedings of the Eighteenth International Conference on Machine Learning
Understanding belief propagation and its generalizations
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Query type classification for web document retrieval
Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval
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
Determining the user intent of web search engine queries
Proceedings of the 16th international conference on World Wide Web
Conditional random fields for activity recognition
Proceedings of the 6th international joint conference on Autonomous agents and multiagent systems
Home-Explorer: Ontology-based physical artifact search and hidden object detection system
Mobile Information Systems - Mobile Systems and Applications
Micro-Blog: sharing and querying content through mobile phones and social participation
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MAX: Wide area human-centric search of the physical world
ACM Transactions on Sensor Networks (TOSN)
ICPADS '07 Proceedings of the 13th International Conference on Parallel and Distributed Systems - Volume 01
An examination of daily information needs and sharing opportunities
Proceedings of the 2008 ACM conference on Computer supported cooperative work
User intention based personalized search: HPS(hierarchical phrase search)
WSEAS Transactions on Circuits and Systems
Search personalization through query and page topical analysis
User Modeling and User-Adapted Interaction
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Pervasive '08 Proceedings of the 6th International Conference on Pervasive Computing
Personalized Approach for Mobile Search
CSIE '09 Proceedings of the 2009 WRI World Congress on Computer Science and Information Engineering - Volume 05
Recognition of User Intentions for Interface Agents with Variable Order Markov Models
UMAP '09 Proceedings of the 17th International Conference on User Modeling, Adaptation, and Personalization: formerly UM and AH
Objects calling home: locating objects using mobile phones
PERVASIVE'07 Proceedings of the 5th international conference on Pervasive computing
The lumière project: Bayesian user modeling for inferring the goals and needs of software users
UAI'98 Proceedings of the Fourteenth conference on Uncertainty in artificial intelligence
Efficiently inducing features of conditional random fields
UAI'03 Proceedings of the Nineteenth conference on Uncertainty in Artificial Intelligence
The intention behind web queries
SPIRE'06 Proceedings of the 13th international conference on String Processing and Information Retrieval
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Ubiquitous search of the physical world has recently received significant attention. In this paper, we investigate situation analysis based user intention recognition, which can be useful to retrieve information that may perfectly satisfy a user's needs. We first introduce a hierarchical user intention model based on CRFs (Conditional Random Fields). With the model, a BP (Belief Propagation) based inference method is proposed to recognize user search intention based on situation analysis. A variety of sensing mechanisms are adopted to collect context information of the physical world for robust and reliable situation analysis. We developed a prototype in a real home setting and experiments were performed to examine the effectiveness of the proposed approach.