Do the right thing: a component theory for indexing stories as social advice
Do the right thing: a component theory for indexing stories as social advice
A translation approach to portable ontology specifications
Knowledge Acquisition - Special issue: Current issues in knowledge modeling
Case-based reasoning
Learning in the presence of concept drift and hidden contexts
Machine Learning
Adaptation-guided retrieval: questioning the similarity assumption in reasoning
Artificial Intelligence
Applying case-based reasoning: techniques for enterprise systems
Applying case-based reasoning: techniques for enterprise systems
Margin notes: building a contextually aware associative memory
Proceedings of the 5th international conference on Intelligent user interfaces
Increasing the opportunities for aging in place
CUU '00 Proceedings on the 2000 conference on Universal Usability
Evaluating Explanations: A Content Theory
Evaluating Explanations: A Content Theory
Dynamic Memory: A Theory of Reminding and Learning in Computers and People
Dynamic Memory: A Theory of Reminding and Learning in Computers and People
Toward conversational human-computer interaction
AI Magazine
Introduction: Interactive Case-Based Reasoning
Applied Intelligence
A Case-Based Framework for Interactive Capture and Reuse of Design Knowledge
Applied Intelligence
Understanding and Using Context
Personal and Ubiquitous Computing
Learning to Improve Case Adaption by Introspective Reasoning and CBR
ICCBR '95 Proceedings of the First International Conference on Case-Based Reasoning Research and Development
Spatial composition using cases: IDIOM
ICCBR '95 Proceedings of the First International Conference on Case-Based Reasoning Research and Development
When Experience Is Wrong: Examining CBR for Changing Tasks and Environments
ICCBR '99 Proceedings of the Third International Conference on Case-Based Reasoning and Development
MavHome: An Agent-Based Smart Home
PERCOM '03 Proceedings of the First IEEE International Conference on Pervasive Computing and Communications
A survey of research on context-aware homes
ACSW Frontiers '03 Proceedings of the Australasian information security workshop conference on ACSW frontiers 2003 - Volume 21
Sensing and Modeling Human Networks using the Sociometer
ISWC '03 Proceedings of the 7th IEEE International Symposium on Wearable Computers
Pervasive Computing Research on Aging, Disability and Independence
SAINT-W '04 Proceedings of the 2004 Symposium on Applications and the Internet-Workshops (SAINT 2004 Workshops)
People and Policies: Transforming the Human-Computer Partnership
POLICY '04 Proceedings of the Fifth IEEE International Workshop on Policies for Distributed Systems and Networks
Exploiting Query Repetition and Regularity in an Adaptive Community-Based Web Search Engine
User Modeling and User-Adapted Interaction
Rule Based Expert Systems: The Mycin Experiments of the Stanford Heuristic Programming Project (The Addison-Wesley series in artificial intelligence)
Introduction to the Special Issue on Explanation in Case-Based Reasoning
Artificial Intelligence Review
Focusing construction and selection of abductive hypotheses
IJCAI'93 Proceedings of the 13th international joint conference on Artifical intelligence - Volume 1
An evaluation of the usefulness of case-based explanation
ICCBR'03 Proceedings of the 5th international conference on Case-based reasoning: Research and Development
Case mining from large databases
ICCBR'03 Proceedings of the 5th international conference on Case-based reasoning: Research and Development
Compare and contrast, a test of expertise
AAAI'87 Proceedings of the sixth National conference on Artificial intelligence - Volume 1
Designing Smart Homes
Plans and planning in smart homes
Designing Smart Homes
Proceedings of the Second international conference on Modeling and Retrieval of Context
MRC'05 Proceedings of the Second international conference on Modeling and Retrieval of Context
Modeling Smart Homes for Prediction Algorithms
KES '07 Knowledge-Based Intelligent Information and Engineering Systems and the XVII Italian Workshop on Neural Networks on Proceedings of the 11th International Conference
Context awareness by case-based reasoning in a music recommendation system
UCS'07 Proceedings of the 4th international conference on Ubiquitous computing systems
Learning patterns in ambient intelligence environments: a survey
Artificial Intelligence Review
Context-aware mobile music recommendation for daily activities
Proceedings of the 20th ACM international conference on Multimedia
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Artificial intelligence (AI) methods have the potential for broad impact in smart homes. Different AI methods offer different contributions for this domain, with different design goals, tasks, and circumstances dictating where each type of method best applies. In this chapter, we describe motivations and opportunities for applying case-based reasoning (CBR) to a human-centered approach to the capture, sharing, and revision of knowledge for smart homes. Starting from the CBR cognitive model of reasoning and learning, we illustrate how CBR could provide useful capabilities for problem detection and response, provide a basis for personalization and learning, and provide a paradigm for home-human communication to cooperatively guide performance improvement. After sketching how these capabilities could be served by case-based reasoning, we discuss some design issues for applying CBR within smart homes and case-based reasoning research challenges for realizing the vision.