Understanding computers and cognition
Understanding computers and cognition
User models in dialog systems
Mining association rules between sets of items in large databases
SIGMOD '93 Proceedings of the 1993 ACM SIGMOD international conference on Management of data
Natural language understanding (2nd ed.)
Natural language understanding (2nd ed.)
Spoken natural language dialog systems: a practical approach
Spoken natural language dialog systems: a practical approach
Social information filtering: algorithms for automating “word of mouth”
CHI '95 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Communications of the ACM
GroupLens: applying collaborative filtering to Usenet news
Communications of the ACM
Generating queries and replies during information-seeking interactions
International Journal of Human-Computer Studies
What can I say?: evaluating a spoken language interface to Email
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
An adaptive interactive agent for route advice
Proceedings of the third annual conference on Autonomous Agents
MailCat: an intelligent assistant for organizing e-mail
Proceedings of the third annual conference on Autonomous Agents
A constraint-based model for cooperative response generation in information dialogues
AAAI '99/IAAI '99 Proceedings of the sixteenth national conference on Artificial intelligence and the eleventh Innovative applications of artificial intelligence conference innovative applications of artificial intelligence
The Wasabi Personal Shopper: a case-based recommender system
AAAI '99/IAAI '99 Proceedings of the sixteenth national conference on Artificial intelligence and the eleventh Innovative applications of artificial intelligence conference innovative applications of artificial intelligence
User modeling in adaptive interfaces
UM '99 Proceedings of the seventh international conference on User modeling
Learning users' interests by unobtrusively observing their normal behavior
Proceedings of the 5th international conference on Intelligent user interfaces
Intelligent profiling by example
Proceedings of the 6th international conference on Intelligent user interfaces
Plan Recognition in Natural Language Dialogue
Plan Recognition in Natural Language Dialogue
Speech and Language Processing: An Introduction to Natural Language Processing, Computational Linguistics, and Speech Recognition
Toward conversational human-computer interaction
AI Magazine
Conversational Case-Based Reasoning
Applied Intelligence
User Modeling and User-Adapted Interaction
Tailoring the Interaction with Users in Web Stores
User Modeling and User-Adapted Interaction
Natural Language Processing and User Modeling: Synergies and Limitations
User Modeling and User-Adapted Interaction
Designing and Evaluating an Adaptive Spoken Dialogue System
User Modeling and User-Adapted Interaction
IEEE Intelligent Systems
Workshop on Dialogue Processing in Spoken Language Systems
ECAI '96 Workshop on Dialogue Processing in Spoken Language Systems
Development Principles for Dialog-Based Interfaces
ECAI '96 Workshop on Dialogue Processing in Spoken Language Systems
Learning Collaborative Information Filters
ICML '98 Proceedings of the Fifteenth International Conference on Machine Learning
Learning Subjective Functions with Large Margins
ICML '00 Proceedings of the Seventeenth International Conference on Machine Learning
ICCBR '95 Proceedings of the First International Conference on Case-Based Reasoning Research and Development
Using Introspective Learning to Improve Retrieval in CBR: A Case Study in Air Traffic Control
ICCBR '97 Proceedings of the Second International Conference on Case-Based Reasoning Research and Development
Refining Conversational Case Libraries
ICCBR '97 Proceedings of the Second International Conference on Case-Based Reasoning Research and Development
On Abstract Models and Conversation Policies
Issues in Agent Communication
Cooperating to Be Noncooperative: The Dialog System PRACMA
KI '94 Proceedings of the 18th Annual German Conference on Artificial Intelligence: Advances in Artificial Intelligence
PTV: Intelligent Personalised TV Guides
Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on Innovative Applications of Artificial Intelligence
Content-boosted collaborative filtering for improved recommendations
Eighteenth national conference on Artificial intelligence
A System for Building Intelligent Agents that Learn to Retrieve and Extract Information
User Modeling and User-Adapted Interaction
Dialogue act modeling for automatic tagging and recognition of conversational speech
Computational Linguistics
MIMIC: an adaptive mixed initiative spoken dialogue system for information queries
ANLC '00 Proceedings of the sixth conference on Applied natural language processing
Gemini: a natural language system for spoken-language understanding
ACL '93 Proceedings of the 31st annual meeting on Association for Computational Linguistics
The CommandTalk spoken dialogue system
ACL '99 Proceedings of the 37th annual meeting of the Association for Computational Linguistics on Computational Linguistics
Recent improvements in the CMU spoken language understanding system
HLT '94 Proceedings of the workshop on Human Language Technology
Dynamic user level and utility measurement for adaptive dialog in a help-desk system
SIGDIAL '00 Proceedings of the 1st SIGdial workshop on Discourse and dialogue - Volume 10
An adaptive system for the personalized access to news
AI Communications
ARTIMIS: natural dialogue meets rational agency
IJCAI'97 Proceedings of the Fifteenth international joint conference on Artifical intelligence - Volume 2
Optimizing dialogue management with reinforcement learning: experiments with the NJFun system
Journal of Artificial Intelligence Research
Journal of Artificial Intelligence Research
Leveraging data about users in general in the learning of individual user models
IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence - Volume 2
Interfaces for eliciting new user preferences in recommender systems
UM'03 Proceedings of the 9th international conference on User modeling
Syskill & webert: Identifying interesting web sites
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 1
Knowledge-based navigation of complex information spaces
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 1
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Retrieval Failure and Recovery in Recommender Systems
Artificial Intelligence Review
An adaptive plan-based dialogue agent: integrating learning into a BDI architecture
AAMAS '06 Proceedings of the fifth international joint conference on Autonomous agents and multiagent systems
An Integrated Environment for the Development of Knowledge-Based Recommender Applications
International Journal of Electronic Commerce
Learning and adaptivity in interactive recommender systems
Proceedings of the ninth international conference on Electronic commerce
Supporting product selection with query editing recommendations
Proceedings of the 2007 ACM conference on Recommender systems
Replaying live-user interactions in the off-line evaluation of critique-based mobile recommendations
Proceedings of the 2007 ACM conference on Recommender systems
Evaluating information presentation strategies for spoken recommendations
Proceedings of the 2007 ACM conference on Recommender systems
The evaluation of a hybrid critiquing system with preference-based recommendations organization
Proceedings of the 2007 ACM conference on Recommender systems
Reducing development and maintenance efforts for web-based recommender applications
International Journal of Web Engineering and Technology
Constraint-based recommender systems: technologies and research issues
Proceedings of the 10th international conference on Electronic commerce
Adapting the interaction state model in conversational recommender systems
Proceedings of the 10th international conference on Electronic commerce
Preference-Based Organization Interfaces: Aiding User Critiques in Recommender Systems
UM '07 Proceedings of the 11th international conference on User Modeling
UM '07 Proceedings of the 11th international conference on User Modeling
Mixed-Initiative Relaxation of Constraints in Critiquing Dialogues
ICCBR '07 Proceedings of the 7th international conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
Mixed-initiative problem solving with decision trees
Artificial Intelligence Review
Improving recommender systems with adaptive conversational strategies
Proceedings of the 20th ACM conference on Hypertext and hypermedia
Knowledge-Based Recommendation: Technologies and Experiences from Projects
Proceedings of the 2006 conference on ECAI 2006: 17th European Conference on Artificial Intelligence August 29 -- September 1, 2006, Riva del Garda, Italy
Interaction design guidelines on critiquing-based recommender systems
User Modeling and User-Adapted Interaction
Automated debugging of recommender user interface descriptions
Applied Intelligence
Preference-based search using example-critiquing with suggestions
Journal of Artificial Intelligence Research
Using linguistic cues for the automatic recognition of personality in conversation and text
Journal of Artificial Intelligence Research
Fast computation of query relaxations for knowledge-based recommenders
AI Communications
Experiments on the preference-based organization interface in recommender systems
ACM Transactions on Computer-Human Interaction (TOCHI)
The adaptive web
Benefits and costs of adaptive user interfaces
International Journal of Human-Computer Studies
Rapid development of knowledge-based conversational recommender applications with advisor suite
Journal of Web Engineering
A strategy for information presentation in spoken dialog systems
Computational Linguistics
Modularized user modeling in conversational recommender systems
UM'05 Proceedings of the 10th international conference on User Modeling
ITWP'03 Proceedings of the 2003 international conference on Intelligent Techniques for Web Personalization
Completeness criteria for retrieval in recommender systems
ECCBR'06 Proceedings of the 8th European conference on Advances in Case-Based Reasoning
The pwc connection machine: an adaptive expertise provider
ECCBR'06 Proceedings of the 8th European conference on Advances in Case-Based Reasoning
Critiquing-based recommenders: survey and emerging trends
User Modeling and User-Adapted Interaction
The benefits of opening recommendation to human interaction
BCS-HCI '11 Proceedings of the 25th BCS Conference on Human-Computer Interaction
Evaluating the effectiveness of explanations for recommender systems
User Modeling and User-Adapted Interaction
Estimating a user’s internal state before the first input utterance
Advances in Human-Computer Interaction
Journal of Intelligent Manufacturing
ReComment: towards critiquing-based recommendation with speech interaction
Proceedings of the 7th ACM conference on Recommender systems
How should I explain? A comparison of different explanation types for recommender systems
International Journal of Human-Computer Studies
Automated repair of scoring rules in constraint-based recommender systems
AI Communications - Intelligent Engineering Techniques for Knowledge Bases
Providing personalized Internet services by means of context-aware spoken dialogue systems
Journal of Ambient Intelligence and Smart Environments - Context Awareness
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Searching for and making decisions about information is becoming increasingly difficult as the amount of information and number of choices increases. Recommendation systems help users find items of interest of a particular type, such as movies or restaurants, but are still somewhat awkward to use. Our solution is to take advantage of the complementary strengths of personalized recommendation systems and dialogue systems, creating personalized aides. We present a system - the ADAPTIVE PLACE ADVISOR - that treats item selection as an interactive, conversational process, with the program inquiring about item attributes and the user responding. Individual, long-term user preferences are unobtrusively obtained in the course of normal recommendation dialogues and used to direct future conversations with the same user. We present a novel user model that influences both item search and the questions asked during a conversation. We demonstrate the effectiveness of our system in significantly reducing the time and number of interactions required to find a satisfactory item, as compared to a control group of users interacting with a non-adaptive version of the system.