AN APPROACH BY GRAPHS FOR THE RECOGNITION OF TEMPORAL SCENARIOS

Citation
D. Fontaine et N. Ramaux, AN APPROACH BY GRAPHS FOR THE RECOGNITION OF TEMPORAL SCENARIOS, IEEE transactions on systems, man and cybernetics. Part B. Cybernetics, 28(3), 1998, pp. 387-403
Citations number
28
Categorie Soggetti
Computer Science Cybernetics","Robotics & Automatic Control","Computer Science Artificial Intelligence","Computer Science Cybernetics","Robotics & Automatic Control","Computer Science Artificial Intelligence
ISSN journal
10834419
Volume
28
Issue
3
Year of publication
1998
Pages
387 - 403
Database
ISI
SICI code
1083-4419(1998)28:3<387:AABGFT>2.0.ZU;2-2
Abstract
This paper presents an approach by graphs for the recognition of tempo ral scenarios, that represent models of the dynamical behavior of a sy stem. The aim of the presented work is to analyze the relative situati on of a scenario and an effective behavior of the system, called a ses sion. Different symbolic levels of recognition are proposed to qualify this status. All these levels, as well as most of the properties, are formulated in terms of graphs of temporal constraints. Different cont exts are analyzed, where the session is either statically built, when considered as a history, or dynamically built, when information is tre ated in an incremental manner or; on-line. In a second phase, each sta tus is refined using a numeric estimation of the proximity between a s cenario and a session. This estimation is performed by calculating an overlapping index or a temporal difference index between the volumes o f the domains corresponding to the temporal graphs of the scenario and the session.