Mobile Intention Recognition
Mobile Intention Recognition addresses problems of practical relevance for mobile system engineers: how can we make mobile assistance systems more intelligent? How can we model and recognize patterns of human behavior which span more than a limited spatial context? This text provides an overview on plan and intention recognition, ranging from the late 1970s to very recent approaches. This overview is unique as it discusses approaches with respect to the specificities of mobile intention recognition. This book covers problems from research on mobile assistance systems using methods from artificial intelligence and natural language processing. It thus addresses an extraordinary interdisciplinary audience.
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Chapter 1 Introduction
Chapter 2 Mobile Intention Recognition
Chapter 3 Related Approaches in Plan Recognition
Chapter 4 Mobile Intention Recognition with Spatially Constrained Grammars
Chapter 5 Evaluation and Discussion
Chapter 6 Conclusion and Outlook
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adjunction agent ambiguity approaches architecture auxiliary tree Bayesian CFGs chapter chart entry chart parsers clothes shop example complexity Computing constraint instantiation crossing dependencies DBNs defined disambiguation discussed domain dotted node Earley Earley algorithm foot node formal grammars grounding constraint hypotheses IAMS IAMSs Ichild Indexed Grammars information service input instance intention recognition problem IS,SS ISSS Kautz Kiefer LBSs location-based services long-ranging space-intention dependencies mobile assistance mobile intention recognition motion track segment networks nodeid non-local constraint non-terminal parking driving parking parse tree partonomy plan recognition predict Probabilistic production rule recognize representational formalism restrictions Rshelfs runtime scan SCCFG parser scenarios Schlieder SCTAG SE,SS sensors set of regions SFR,SS SGIS SGIS parser SGISs space-time spatial context spatial grounding spatial model spatio-temporal behavior sequence Springer Science+Business Media structure terminal thesis tion trajectory Tree-Adjoining Grammars user’s