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
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.