Partial constraint satisfaction
Artificial Intelligence - Special volume on constraint-based reasoning
Possibilistic constraint satisfaction problems or “how to handle soft constraints?”
UAI '92 Proceedings of the eighth conference on Uncertainty in Artificial Intelligence
Communications of the ACM
Semiring-based constraint satisfaction and optimization
Journal of the ACM (JACM)
Product Configuration Frameworks-A Survey
IEEE Intelligent Systems
Sales Configuration in Business Processes
IEEE Intelligent Systems
Uncertainty in Constraint Satisfaction Problems: a Probalistic Approach
ECSQARU '93 Proceedings of the European Conference on Symbolic and Quantitative Approaches to Reasoning and Uncertainty
UCP-Networks: A Directed Graphical Representation of Conditional Utilities
UAI '01 Proceedings of the 17th Conference in Uncertainty in Artificial Intelligence
Generating Tradeoffs for Interactive Constraint-Based Configuration
CP '01 Proceedings of the 7th International Conference on Principles and Practice of Constraint Programming
Logic programming with ordered disjunction
Eighteenth national conference on Artificial intelligence
Visual exploration and incremental utility elicitation
Eighteenth national conference on Artificial intelligence
Designing example-critiquing interaction
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Qualitative decision making in adaptive presentation of structured information
ACM Transactions on Information Systems (TOIS)
Compact value-function representations for qualitative preferences
UAI '04 Proceedings of the 20th conference on Uncertainty in artificial intelligence
mCP nets: representing and reasoning with preferences of multiple agents
AAAI'04 Proceedings of the 19th national conference on Artifical intelligence
Extending CP-nets with stronger conditional preference statements
AAAI'04 Proceedings of the 19th national conference on Artifical intelligence
Journal of Artificial Intelligence Research
Valued constraint satisfaction problems: hard and easy problems
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 1
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
Preference-based configuration of web page content
IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence - Volume 2
The computational complexity of dominance and consistency in CP-nets
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
Reasoning with conditional ceteris paribus preference statements
UAI'99 Proceedings of the Fifteenth conference on Uncertainty in artificial intelligence
Introducing variable importance tradeoffs into CP-nets
UAI'02 Proceedings of the Eighteenth conference on Uncertainty in artificial intelligence
Graphically structured value-function compilation
Artificial Intelligence
ICSOC '08 Proceedings of the 6th International Conference on Service-Oriented Computing
A comprehensive quality model for service-oriented systems
Software Quality Control
Introducing Preferences over NFPs into Service Selection in SOA
Service-Oriented Computing - ICSOC 2007 Workshops
CPref-SQL: a query language supporting conditional preferences
Proceedings of the 2009 ACM symposium on Applied Computing
An Efficient Deduction Mechanism for Expressive Comparative Preferences Languages
Proceedings of the 2008 conference on ECAI 2008: 18th European Conference on Artificial Intelligence
AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 2
The computational complexity of dominance and consistency in CP-Nets
Journal of Artificial Intelligence Research
Generic preferences over subsets of structured objects
Journal of Artificial Intelligence Research
Vote and aggregation in combinatorial domains with structured preferences
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
The complexity of learning separable ceteris paribus preferences
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Efficient inference for expressive comparative preference languages
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Learning optimal subsets with implicit user preferences
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Ceteris Paribus preference elicitation with predictive guarantees
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Fast recommendations using GAI models
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Learning conditional preference networks
Artificial Intelligence
Modeling challenges with influence diagrams: Constructing probability and utility models
Decision Support Systems
Graphical representation of ordinal preferences: languages and applications
ICCS'10 Proceedings of the 18th international conference on Conceptual structures: from information to intelligence
Computational techniques for a simple theory of conditional preferences
Artificial Intelligence
The local geometry of multiattribute tradeoff preferences
Artificial Intelligence
Efficient penalty scoring functions for group decision-making with TCP-nets
The 10th International Conference on Autonomous Agents and Multiagent Systems - Volume 3
Pruning rules for constrained optimisation for conditional preferences
CP'11 Proceedings of the 17th international conference on Principles and practice of constraint programming
Web Service Selection with Quantitative and Qualitative User Preferences
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Representing and reasoning with qualitative preferences for compositional systems
Journal of Artificial Intelligence Research
Relational networks of conditional preferences
ILP'11 Proceedings of the 21st international conference on Inductive Logic Programming
Aggregating conditionally lexicographic preferences on multi-issue domains
CP'12 Proceedings of the 18th international conference on Principles and Practice of Constraint Programming
WCP-Nets: a weighted extension to CP-Nets for web service selection
ICSOC'12 Proceedings of the 10th international conference on Service-Oriented Computing
User-centric principles in automated decision making
SBIA'12 Proceedings of the 21st Brazilian conference on Advances in Artificial Intelligence
Learning conditional preference network from noisy samples using hypothesis testing
Knowledge-Based Systems
Identifying a preferred countermeasure strategy for attack graphs
Proceedings of the Eighth Annual Cyber Security and Information Intelligence Research Workshop
Matchmaking of IaaS cloud computing offers leveraging linked data
Proceedings of the 28th Annual ACM Symposium on Applied Computing
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In recent years, CP-nets have emerged as a useful tool for supporting preference elicitation, reasoning, and representation. CP-nets capture and support reasoning with qualitative conditional preference statements, statements that are relatively natural for users to express. In this paper, we extend the CP-nets formalism to handle another class of very natural qualitative statements one often uses in expressing preferences in daily life - statements of relative importance of attributes. The resulting formalism, TCP-nets, maintains the spirit of CP-nets, in that it remains focused on using only simple and natural preference statements, uses the ceteris paribus semantics, and utilizes a graphical representation of this information to reason about its consistency and to perform, possibly constrained, optimization using it. The extra expressiveness it provides allows us to better model tradeoffs users would like to make, more faithfully representing their preferences.