Publications of
Carmel Domshlak, Eyke Hullermeier, Souhila Kaci, Henri Prade
Preferences in AI : An overview
In : Artificial Intelligence, Elsevier, Special issue Representing, Processing, and Learning Preferences : Theoretical and Practical Challenges, Vol. 175 N. 7-8, pp. 1037-1052, May 2011.
Abstract URL : http://www.sciencedirect.com/science/article/pii/S000437021100049X
BibTeXSalem Benferhat, Didier Dubois, Souhila Kaci, Henri Prade
Modeling positive and negative information in possibility theory
In : International Journal of Intelligent Systems, Wiley, Special issue Bipolar Representations of Information and Preference (Part 2: reasoning and learning), Vol. 23 N. 10, pp. 1094-1118, 2008.
An argumentation framework for merging conflicting knowledge bases
In : International Journal of Approximate Reasoning (IJAR), Elsevier, Vol. 45, pp. 321-340, 2007.
Salem Benferhat, Didier Dubois, Souhila Kaci, Henri Prade
Bipolar possibility theory in preference modeling: Representation, fusion and optimal solutions
In : Information Fusion, Elsevier, Vol. 7, pp. 135-150, 2006.
Salem Benferhat, Didier Dubois, Souhila Kaci, Henri Prade
Logique possibiliste et fusion d’informations
In : Technique et Sciences Informatique (N° Spécial Fusion de données numériques et d’informations symboliques), Hermès-Lavoisier, Vol. 22, RSTI série TSI, N. 7-8, pp. 1035-1064, 2003.
Logical representation and fusion of prioritized information based on guaranteed possibility measures: Application to the distance-based merging of classical bases
In : Artificial Intelligence, Vol. 148, pp. 291-333, 2003.
Fusion of possibilistic knowledge bases from a postulate point of view
In : International Journal of Approximate Reasoning (IJAR), Elsevier, Vol. 33, pp. 255-285, 2003.
Salem Benferhat, Didier Dubois, Souhila Kaci, Henri Prade
Possibilistic merging and distance-based fusion of propositional information
In : Annals of Mathematics and Artificial Intelligence, Vol. 34 N. 1-3, pp. 217-252, 2002.
Farah Benamara, Souhila Kaci, Gabriella Pigozzi
Individual opinions-based judgement aggregation procedures (regular paper)
In : Modeling Decisions for Artificial Intelligence (MDAI 2010), Perpignan, 27/10/10-29/10/10, Springer-Verlag, pp. 55-66, 2010.
Farah Benamara, Souhila Kaci, Gabriella Pigozzi
Group decision procedures reactive to individual opinions
In : Logic, Game Theory and Social Choice, Tokyo, 26/08/09-29/08/09.
Mastering the processing of preferences by using symbolic priorities in possibilistic logic
In : European Conference on Artificial Intelligence (ECAI 2008), Patras (Greece), 21/07/08-25/07/08, IOS Press, pp. 376-380, 2008.
Farah Benamara, Souhila Kaci, Gabriella Pigozzi
Judgment Aggregation with Rule Confidence Scores
In : International Workshop on Non-Monotonic Reasoning (NMR 2008), Sydney, 13/09/08-15/09/08, University of New South Wales, pp. 2-9, 2008.
Constraints associated with Choquet integrals and other aggregation-free ranking devices
In : International Conference on Information Processing and Management of Uncertainty in Knowledge-based Systems (IPMU 2008), Málaga, Spain, 22/06/08-27/06/08, luis Magdelena, Manuel Ojeda-Aciego , José Luis Verdegay (Eds.), Université de Malaga, pp. 1344-1351, 2008.
Allel Hadj Ali, Souhila Kaci, Henri Prade
Database Preferences queries – A possibilistic logic approach with symbolic priorities
In : International Symposium on Foundations of Information and Knowledge Systems (FolKS 2008), Pise (Italy), 11/02/08-14/02/08, Sven Hartmann, Gabriele Kern-Isberner (Eds.), Springer, LNCS 4932, pp. 291-310, 2008.
Romain Gérard, Souhila Kaci, Henri Prade
Ranking Alternatives on the Basis of Generic Constraints and Examples A Possibilistic Approach
In : International Joint Conference on Artificial Intelligence (IJCAI 2007), Hyderabad (Inde), 06/01/07-12/01/07, International Joint Conference on Artificial Intelligence (IJCAI), pp. 393-398, 2007.
Abstract URL : http://www.ijcai.org/papers07/Papers/IJCAI07-061.pdf
BibTeXRelaxing ceteris paribus preferences with partially ordered priorities
In : European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU 2007), Hammamet, Tunisie, 30/10/07-02/11/07, Khaled Mellouli (Eds.), Springer, Lecture Notes in Artificial Intelligence, LNAI 4724, pp. 660-671, 2007.
Preference Reasoning in Advanced Question Answering Systems
In : Australian Conference on Artificial Intelligence (AI 2006), Hobart, Australia, 04/12/06-08/12/06, Springer, LNCS 4304, pp. 1116-1121, November 2006.
URL : http://www.springerlink.com/content/978-3-540-49787-5
BibTeXRomain Gérard, Souhila Kaci, Henri Prade
Ordonner des alternatives sur la base de contraintes génériques et d’exemples / Rank-ordering alternatives from generic rules and examples (regular paper)
In : Rencontres Francophones sur la Logique Floue et ses Applications (LFA 2006), Toulouse, France, 19/10/06-20/10/06, Cépaduès, pp. 103-110, 2006.
Didier Dubois, Souhila Kaci, Henri Prade
Approche possibiliste des préférences conditionnelles
In : Rencontres Francophones sur la Logique Floue et ses Applications (LFA 2006), Toulouse, France, 19/10/06-20/10/06, Cépaduès Editions, pp. 87-94, 2006.
Relaxation de questions bipolaires au sein d’un système question réponse avancé
In : Congrès Francophone de Reconnaissance des Formes et Intelligence Artificielle (RFIA 2006), Tours, 10/01/06-12/01/06, AFIA : Association Francaise d’Intelligence Artificielle, pp. 134-144, 2006.
Didier Dubois, Souhila Kaci, Henri Prade
Approximation of Conditional Preferences Networks CP-nets in Possibilistic Logic
In : IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2006), Vancouver, Canada, 16/07/06-21/07/06, IEEE : Institute of Electrical and Electronics Engineers, (electronic medium), 2006.
Didier Dubois, Souhila Kaci, Henri Prade
Première comparaison des réseaux de conditionnelles “CP-nets” et de la logique possibiliste en modélisation des préférences
In : Congrès Francophone de Reconnaissance des Formes et Intelligence Artificielle (RFIA 2006), Tours, France,, 25/01/06-27/01/06, Association Française pour la Reconnaissance et l’Interprétation des Formes (AFRIF), (on line), 2006.
Abstract URL : http://www.afrif.asso.fr/archive/rfia2006/
BibTeXEtude de stratégies de sélection d’offres dans un dialogue de négociation
In : Congrès Francophone de Reconnaissance des Formes et Intelligence Artificielle (RFIA 2006), Tours, France, 25/01/06-27/01/06, Association Française pour la Reconnaissance et l’Interprétation des Formes (AFRIF), (on line), January 2006.
Didier Dubois, Souhila Kaci, Henri Prade
CP-nets and possibilistic logic: Two approaches to preference modeling. Steps towards a comparison
In : Proc. of Multidisciplinary IJCAI’05 Workshop on Advances in Preference Handling, Edinburg, Scotland, 31/07/05-01/08/05.
Didier Dubois, Souhila Kaci, Henri Prade
Expressing preferences from generic rules and examples – A possibilistic approach without aggregation function
In : European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU 2005), Barcelone, 06/07/05-08/07/05, L. Godo (Eds.), Springer-Verlag, pp. 293-304, July 2005.
On the study of negotiation strategies
In : AAMAS 2005 Workshop on Agent Communication (AC’05), Utrecht, 25/07/05-29/07/05, Rogier van Eijk, Roberto Flores , Marc-Philippe Huget (Eds.), Vol. 3859 of LNAI, Springer-Verlag, pp. 3-16, July 2005.
An argumentation framework for merging conflicting knowledge bases: The prioritized case
In : 8th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty, ECSQARU’2005, Barcelona, 06/06/05-08/06/05, LNCS, pp. 527-538, June 2005.
Approche basée sur l’argumentation pour la génération de buts bipolaires
In : troisièmes journées francophones sur les Modèles Formels d’Interaction (MFI’2005), Caen, France, 25/05/05-27/05/05, Cépaduès éditions, pp. 13-22, May 2005.
Strategical considerations for negotiating agents
In : In the proceedings of the 4th International joint Conference on Autonomous Agents and Multi-Agent Systems, AAMAS’2005, Utrecht, 25/07/05-29/07/05, Franck Dignum, Michael Wooldridge, Sven Koenig, Sarit Kraus, Munindar Singh (Eds.), ACM Press, pp. 1215-1216, July 2005.
Souhila Kaci, Abdeslame Alilaouar, Frédéric Cuppens
Health care and social inference systems: An unauthorized inference control based on fuzzy logic
In : WOSIS 2004 : the 2nd International Workshop on Security In Information Systems in conjunction with ICEIS 2004, Porto, Portugal, 13/04/04, INSTICC Press, 972-8865-07-4, pp. 217-226, April 2004.
On the generation of bipolar goals in argumentation-based negotiation
In : In the proceedings of the 1st International Workshop on Argumentation in Multi-Agents Systems (ArgMAS 2004), New York, USA, 19/07/04-23/07/04, Iyad Rahwan, Pavlos Moraitis, Chris Reed (Eds.), -, pp. 1-12, July 2004.
Didier Dubois, Souhila Kaci, Henri Prade
Representing preferences in the possibilistic setting
In : EUROFUSE’04 conference on Current Issues in Daa and Knowledge Engineering, Warszawa, Poland, 22/09/04-25/09/04, B. De Beats, R. De Caluwe, G. De Tré, J. Kacprzyk, S. Zadrozny (Eds.), Exit, Poland, pp. 204-214, September 2004.
Didier Dubois, Souhila Kaci, Henri Prade
Représenter des préférences dans le cadre possibiliste
In : Rencontres Francophones sur la Logique Floue et ses Applications (LFA’04), Nantes, France, 18/11/04-19/11/04, Cépaduès Editions, pp. 59-66, November 2004.
Didier Dubois, Souhila Kaci, Henri Prade
Bipolarity in reasoning and decision – An introduction. The case of the possibility theory framework
In : proc. of the 10th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU’04), Perugia, Italy, 04/07/04-09/07/04.
Bipolar goals. A possibilistic logic characterization of preferred choices
In : Proc. Workshop on Local Computation for Logics and Uncertainty, at the 16th Europ. Conf. on Artificial Intelligence (ECAI’04), Valencia, Spain, 23/08/04.
Salem Benferhat, Didier Dubois, Souhila Kaci, Henri Prade
Bipolar possibilistic representations
In : Proc. of the 18th. Conference on Uncertainty in Artificial Intelligence, UAI 2002, Edmonton-Canada, 01/08/02-04/08/02, Morgan Kaufmann Publishers, San Francisco – California, pp. 45-52, August 2002.
Salem Benferhat, Didier Dubois, Souhila Kaci, Henri Prade
Possibilistic logic representation of preferences: relating prioritized goals and satisfaction levels expressions
In : Proc. of the 15th. Eropean Conference on Artificial Intelligence, ECAI 2002, Lyon – France, 21/07/02-26/07/02, IOS Press, Amsterdam-The Netherlands, pp. 685-689, July 2002.
Fusion of possibilistic knowledge bases from a postulate point of view
In : Proc. of the 15th International Florida Artificial Intelligence Research Society Conference (FLAIRS 2002), Pensacola Beach – Florida, 14/05/02-16/05/02, Susan Haller & Gene Simmons, pp. 519-523, May 2002.
Salem Benferhat, Didier Dubois, Souhila Kaci, Henri Prade
Bipolar representation and fusion of preferences in the possibilistic logic framework
In : Proc. of the 8th International Conference, Principles of Knowledge Representation and Reasoning, Toulouse, France, 22/04/02-25/04/02, Morgan Kaufmann Publishers, San Francisco, California, pp. 421-432, April 2002.
Salem Benferhat, Didier Dubois, Souhila Kaci, Henri Prade
Représentation bipolaire et modification de préférences en logique possibiliste
In : 13ème Congrès Francophone AFRIF-AFIA de Reconnaissance des Formes et d’Intelligence Artificielle (RFIA 2002), Angers-France, 08/01/02-10/01/02, Le Comité d’Organisation, pp. 955-964, January 2002.
Salem Benferhat, Didier Dubois, Souhila Kaci, Henri Prade
Bridging logical, comparative and graphical possibilistic representation frameworks
In : Proc.of the 6th.European Conference (ECSQARU 2001), Toulouse, France, 19/09/01-21/09/01, Springer-Verlag, pp. 422-431, September 2001.
Salem Benferhat, Souhila Kaci, Daniel Le Berre, Mary-Anne Williams
Weakening conflicting information for iterated revision and knowledge integration
In : Proc. of the 17th International Joint Conference on Artificial Intelligence(IJCAI01), Seattle-USA, 04/08/01-10/08/01, Morgan Kaufmann Publishers, pp. 109-115, August 2001.
Salem Benferhat, Didier Dubois, Souhila Kaci, Henri Prade
Graphical readings of possibilisitc logic bases
In : Proc.of the 17th Conference Uncertainty in Artificial Intelligence (UAI01), Seattle-USA, 02/08/01-05/08/01, Morgan Kaufmann Publishers, pp. 24-31, August 2001.
A possibilisitc logic handling of strong preferences
In : Proc.Joint 9th IFSA Congress and 20th NAFIPS International Conference, Vancouver-Canada, 25/07/01-28/07/01, IEEE Operations Center, pp. 962-967, July 2001.
Salem Benferhat, Didier Dubois, Souhila Kaci, Henri Prade
Modification possibiliste de connaissances et de préférences
In : Journée Nationales sur les Modèles de Raisonnement (JNMR’01), Arras, 03/05/01-04/05/01.
Salem Benferhat, Didier Dubois, Souhila Kaci, Henri Prade
Encoding classical fusion in ordered knowledge bases framework
In : Proc. 8th Int. workshop on Non-Monotonic Reasoning (NMR-2000), Uncertainty frameworks in NMR, Breckenridge, Co, 09/04/00-11/04/00.
Salem Benferhat, Didier Dubois, Souhila Kaci, Henri Prade
Encoding information fusion in possibilistic logic:A general framework for rational syntactic merging
In : Proc.14th Europ.Conf.on Artificial Intelligence (ECAI2000), Berlin, 20/08/00-25/08/00, IOS Press, pp. 3-7, August 2000.
Salem Benferhat, Didier Dubois, Souhila Kaci, Henri Prade
Codage de la fusion classique d’informations en logique possibiliste
In : Actes Rencontres Francophones sur la Logique Floue et ses Applications (LFA’2000), La Rochelle, 18/10/00-20/10/00, CEPADUES-EDITIONS, Toulouse, pp. 131-138, October 2000.
Salem Benferhat, Didier Dubois, Souhila Kaci, Henri Prade
A principled analysis of merging operations in possibilistic logic
In : Proc.of 16th Conference on Uncertainty in Artificial Intelligence(UAI’00), Stanford, 30/06/00-03/07/00, Morgan Kaufmann, San Francisco, pp. 24-31, June 2000.
A new algorithm for fusing possibilistic knowledge bases
In : IMPU’2000, Madrid, 03/07/00-07/07/00, Graficas 82 S.L., Madrid, pp. 1546-1553, July 2000.
On the study of negotiation strategies
In : Agent Communication II. Frank Dignum, Rogier van Eijk, Roberto Flores (Eds.) , Springer, pp. 150-163, Vol. LNAI 3859, 2006.
On the generation of bipolar goals in argumentation-based negotiation
In : Argumentation in Multi-Agent Systems: State of the art survey. Iyad Rahwan, Pavlos Moraitis, Chris Reed (Eds.) , LNAI 3366, pp. 192-207, 2005.
Souhila Kaci, Salem Benferhat, Didier Dubois, Henri Prade
Possibilistic logic: A theoretical framework for multiple source information fusion
In : Soft Computing in Measurement and Information Acquisition. L. Reznik, V. Kreinovich (Eds.) , Springer-Verlag, pp. 68-89, Vol. 127, 2003.
Connaissances et Préférences : représentation et fusion en logique possibiliste
Master’s Thesis, Université Paul Sabatier, May 2002.