Eyal Shlomo Shimony

Senior Academic

Qualitative decision making in adaptive presentation of structured information

We present a new approach for adaptive presentation of structured information, based on preference-based constrained optimization techniques rooted in qualitative decision-theory. In this approach, document presentation is viewed as a configuration problem whose goal is to determine the optimal presentation of a document, while taking into account the preferences of the content provider, viewer interaction with the browser, and, possibly, some layout constraints. The preferences of the content provider are represented by a CP-net, a graphical, qualitative preference model developed in Boutilier et al. [1999]. The layout constraints are represented as geometric constraints, integrated within the optimization process. We discuss the theoretical basis of our approach, as well as implemented prototype systems for Web pages and for general media-rich document presentation.

Publication language English
Pages 503-539
Journal ACM Transactions on Information Systems
Volume 22
Issue number 4
Publication status Published - 01.10.2004

Keywords

Adaptive information presentation
Preference representation
Qualitative decision theory

ASJC Scopus subject areas

Information Systems
General Business, Management and Accounting
Computer Science Applications
Access to Document
10.1145/1028099.1028100
Other files and links
Link to publication in Scopus