Multi-angle view on preference elicitation for negotiation support systems

Authors:
Alina Pommeranz;Joost Broekens;Wietske Visser;Willem-Paul Brinkman;Pascal Wiggers;Catholijn M. Jonker
Affiliations:
Delft University of Technology, Mekelweg, Delft, The Netherlands;Delft University of Technology, Mekelweg, Delft, The Netherlands;Delft University of Technology, Mekelweg, Delft, The Netherlands;Delft University of Technology, Mekelweg, Delft, The Netherlands;Delft University of Technology, Mekelweg, Delft, The Netherlands;Delft University of Technology, Mekelweg, Delft, The Netherlands
Venue:
HuCom '08 Proceedings of the 1st International Working Conference on Human Factors and Computational Models in Negotiation
Year:
2008

Citing 5
Cited 3

Intelligent profiling by example

Proceedings of the 6th international conference on Intelligent user interfaces
Getting to know you: learning new user preferences in recommender systems

Proceedings of the 7th international conference on Intelligent user interfaces
A POMDP formulation of preference elicitation problems

Eighteenth national conference on Artificial intelligence
Experimental evaluation of five methods for collecting emotions in field settings with mobile applications

International Journal of Human-Computer Studies
Conveying mood and emotion in instant messaging by using a two-dimensional model for affective states

IHC '06 Proceedings of VII Brazilian symposium on Human factors in computing systems

Real time labeling of affect in music using the affectbutton

Proceedings of the 3rd international workshop on Affective interaction in natural environments
Designing interfaces for explicit preference elicitation: a user-centered investigation of preference representation and elicitation process

User Modeling and User-Adapted Interaction
AffectButton: A method for reliable and valid affective self-report

International Journal of Human-Computer Studies

Quantified Score

Hi-index	0.00

Visualization

Abstract

Motivation -- Elicitation of preferences is crucial in negotiation support. This is a non-trivial task which could be supported by computers. Research approach -- Experiment in which 32 participants have to order holidays using different preference elicitation techniques including a navigational task and affective scoring. The results were used as input for a lexicographic ordering algorithm. Findings/design -- Traditional property rating approach seems most preferred by the participants and resulted in one of the best orderings of the outcomes space to match their preferences, at least when using the lexicographic algorithm. Originality/value -- The elicitation process is approached from an algorithmic perspective as well as from a user-centred perspective for both navigation and affective attitude. Take away message -- A multi-angle approach gives a richer understanding of the process of preference elicitation.