Agent-Based Social Simulation with Coalitions in Social Reasoning
MABS '00 Proceedings of the Second International Workshop on Multi-Agent-Based Simulation-Revised and Additional Papers
Collaborative Case-Based Reasoning: Applications in Personalised Route Planning
ICCBR '01 Proceedings of the 4th International Conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
Group Modeling: Selecting a Sequence of Television Items to Suit a Group of Viewers
User Modeling and User-Adapted Interaction
Case-based recommender systems
The Knowledge Engineering Review
User Modeling and User-Adapted Interaction
A survey of trust and reputation systems for online service provision
Decision Support Systems
PolyLens: a recommender system for groups of users
ECSCW'01 Proceedings of the seventh conference on European Conference on Computer Supported Cooperative Work
Building CBR systems with jcolibri
Science of Computer Programming
A group recommendation system with consideration of interactions among group members
Expert Systems with Applications: An International Journal
Methods for Coalition Formation in Adaptation-Based Social Networks
CIA '07 Proceedings of the 11th international workshop on Cooperative Information Agents XI
Prototyping recommender systems in jcolibri
Proceedings of the 2008 ACM conference on Recommender systems
Collaborative filtering adapted to recommender systems of e-learning
Knowledge-Based Systems
Coalition Structures in Weighted Voting Games
Proceedings of the 2008 conference on ECAI 2008: 18th European Conference on Artificial Intelligence
Personality aware recommendations to groups
Proceedings of the third ACM conference on Recommender systems
Content-based recommendation systems
The adaptive web
The adaptive web
An argumentation-based framework for deliberation in multi-agent systems
ArgMAS'07 Proceedings of the 4th international conference on Argumentation in multi-agent systems
On the stability of an Optimal Coalition Structure
Proceedings of the 2010 conference on ECAI 2010: 19th European Conference on Artificial Intelligence
Personality and Social Trust in Group Recommendations
ICTAI '10 Proceedings of the 2010 22nd IEEE International Conference on Tools with Artificial Intelligence - Volume 02
Cooperative games with overlapping coalitions
Journal of Artificial Intelligence Research
Evaluation of information retrieval for E-discovery
Artificial Intelligence and Law
Generation of coalition structures to provide proper groups' formation in group recommender systems
Proceedings of the 22nd international conference on World Wide Web companion
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Our recent work analyses the accuracy of group recommenders when using information about the personality and the social connections between the members of the group. The goal in this paper is the use of personality and trust as the mean to define alliances to reach agreements inside a group of people. The approach reproduces the behaviour of real users when negotiating a common item to consume using three variables: personality, trust and personal preferences. We run an experiment in the movie recommendation domain where we use a personality test to identify the group leaders and test the number of people they are able to convince about a certain item to consume.