KI 2011: Advances in Artificial Intelligence: 34th Annual German Conference on AI, Berlin, Germany, October 4-7,2011, Proceedings (Lecture Notes in Computer Science, 7006)

This book constitutes the¡ refereed proceedings of the 34th Annual German Conference on Artificial Intelligence, KI 2011, held in Berlin, Germany, in October 2011. The¡ 32 revised full papers presented together with 3 invited talks were carefully reviewed and selected from 81 submissions. The papers are divided in topical sections on computational learning and datamining, knowledge representation and reasonings, augmented reality, swarm intelligence; and planning and scheduling Front Matter....Pages - Everything You Always Wanted to Know about Planning ....Pages 1-13 Why We Need Evolutionary Semantics....Pages 14-25 General Game Playing in AI Research and Education....Pages 26-37 Conversational Agents in a Virtual World....Pages 38-49 Dependency Graphs as a Generic Interface between Parsers and Relation Extraction Rule Learning....Pages 50-62 Evaluation and Comparison Criteria for Approaches to Probabilistic Relational Knowledge Representation....Pages 63-74 Segmentation of Action Streams Human Observers vs. Bayesian Binning....Pages 75-86 Speedy Local Search for Semi-Supervised Regularized Least-Squares....Pages 87-98 Model-Based Object Recognition from 3D Laser Data....Pages 99-110 Swarm Intelligence for Medical Volume Segmentation: The Contribution of Self-reproduction....Pages 111-121 Efficient Sequential Clamping for Lifted Message Passing....Pages 122-133 BetterRelations: Using a Game to Rate Linked Data Triples....Pages 134-138 Generic Performance Metrics for Continuous Activity Recognition....Pages 139-143 Bayesian Logic Networks and the Search for Samples with Backward Simulation and Abstract Constraint Learning....Pages 144-156 Transformation Rules for First-Order Probabilistic Conditional Logic Yielding Parametric Uniformity....Pages 157-168 Variance Scaling for EDAs Revisited....Pages 169-178 Hierarchically Structured Energy Markets as Novel Smart Grid Control Approach....Pages 179-190 Compiling AI Engineering Models for Probabilistic Inference....Pages 191-203 Smooth Conditional Transition Paths in Dynamical Gaussian Networks....Pages 204-215 HTN-Style Planning in Relational POMDPs Using First-Order FSCs....Pages 216-227 Gates for Handling Occlusion in Bayesian Models of Images: An Initial Study....Pages 228-232 TGA-Based Controllers for Flexible Plan Execution....Pages 233-245 A Metric to Evaluate a Cluster by Eliminating Effect of Complement Cluster....Pages 246-254 Predicting Numbers: An AI Approach to Solving Number Series....Pages 255-259 Prediction of Classifier Training Time Including Parameter Optimization....Pages 260-271 Human-Machine Corpus Analysis for Generation and Interaction with Spoken Dialog Systems....Pages 272-276 Comparison of Laser-Based Person Tracking at Feet and Upper-Body Height....Pages 277-288 Refinements of Restricted Higher-Order Anti-Unification for Heuristic-Driven Theory Projection....Pages 289-300 Linkless Normal Form for $\mathcal{ALC}$ Concepts and TBoxes....Pages 301-312 Shape Retrieval with Qualitative Relations: The Influence of Part-Order and Approximation Precision on Retrieval Performance and Computational Effort....Pages 313-324 Classification of Semantic Concepts to Support the Analysis of the Inter-cultural Visual Repertoires of TV News Reviews....Pages 325-329 Shaking Hands in Latent Space....Pages 330-334 Value-Difference Based Exploration: Adaptive Control between Epsilon-Greedy and Softmax....Pages 335-346 Calculating Meeting Points for Multi User Pedestrian Navigation Systems....Pages 347-356 Algorithmic Debugging to Support Cognitive Diagnosis in Tutoring Systems....Pages 357-368 Back Matter....Pages -