Activity, context, and plan recognition with computational causal behaviour models Krüger, Frank , 1980- (VerfasserIn) Kirste, Thomas , 1962- (GutachterIn) Uhrmacher, Adelinde , 1961- (GutachterIn) Ortmeier, Frank , 1973- (GutachterIn) Universität Rostock (Grad verleihende Institution) Universität Rostock Fakultät für Informatik und Elektrotechnik (Grad verleihende Institution) Text theses Text Hochschulschrift 2016 2016 eng electronic resourceremoteComputermedienOnline-Ressource1 Online-Ressource reconstruction of causal structures of human behaviour in order to provide assistance?". To answer this question, the concept of Computational Causal Behaviour Models (CCBMs) is introduced. CCBM allows the specification of human behaviour by means of preconditions and effects and employs Bayesian filtering techniques to reconstruct action sequences from noisy and ambiguous sensor data. Furthermore, a novel approximative inference algorithm – the Marginal Filter – is introduced.<eng> submitted by Dipl.-Inf. Frank Krüger from Rostock Zusammenfassung in deutscher und englischer Sprache Dissertation Universität Rostock 2016 006.333 006.37 004 ST 278 ST 300 54.21 http://rosdok.uni-rostock.de/resolve/urn/urn:nbn:de:gbv:28-diss2018-0009-0 https://doi.org/10.18453/rosdok_id00002015 https://nbn-resolving.org/urn:nbn:de:gbv:28-diss2018-0009-0 https://d-nb.info/1293651354/34 Activity, context, and plan recognition with computational causal behaviour models--(DE-627)875719775 urn:nbn:de:gbv:28-diss2018-0009-0 doi: 10.18453/rosdok_id00002015 oclc: 1029053812 ppn: (DE-627)1016164823