This book constitutes the proceedings of the 20th Brazilian Symposium on Artificial Intelligence, SBIA 2010, held in São Bernardo do Campo, Brazil, in October 2010. The 31 papers presented were carefully reviewed and selected from 91 submissions. The topics covered are: ontologies, knowledge representation and reasoning; machine learning; autonomous agents and multiagent systems; natural language processing; planning and scheduling; constraints and search; and logics for AI.
Author(s): Alexandre Lorenzatti, Mara Abel, Sandro Rama Fiorini, Ariane Kravczyk Bernardes (auth.), Antônio Carlos da Rocha Costa, Rosa Maria Vicari, Flavio Tonidandel (eds.)
Series: Lecture Notes in Computer Science 6404 : Lecture Notes in Artificial Intelligence
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2011
Language: English
Pages: 313
Tags: Artificial Intelligence (incl. Robotics); Information Systems Applications (incl.Internet); Information Storage and Retrieval; Database Management; Computer Communication Networks; Data Mining and Knowledge Discovery
Front Matter....Pages -
Ontological Primitives for Visual Knowledge....Pages 1-10
A Semi-automatic Method for Domain Ontology Extraction from Portuguese Language Wikipedia’s Categories....Pages 11-20
Ontology Reasoning in Agent-Oriented Programming....Pages 21-30
System Design Modification with Actions....Pages 31-40
Learning Terminologies in Probabilistic Description Logics....Pages 41-50
Knowledge-Based System for the Maintenance Registration and Consistency among UML Diagrams....Pages 51-61
Semantic Mapping with a Probabilistic Description Logic....Pages 62-71
Markov Decision Processes from Colored Petri Nets....Pages 72-81
Incremental Learning of Multivariate Gaussian Mixture Models....Pages 82-91
Bayesian Network Structure Inference with an Hierarchical Bayesian Model....Pages 92-101
On the Construction of Synthetic Characters with Personality and Emotion....Pages 102-111
Towards Automated Trading Based on Fundamentalist and Technical Data....Pages 112-121
Developing a Consciousness-Based Mind for an Artificial Creature....Pages 122-132
Simulating the Emergence of Social Relationship Networks in Groups of Believable Agents: The X-BARIM Model....Pages 133-142
Using Jason to Develop Normative Agents....Pages 143-152
Improving Space Representation in Multiagent Learning via Tile Coding....Pages 153-162
Factored Translation between Brazilian Portuguese and English....Pages 163-172
Question Answering for Portuguese: How Much Is Needed?....Pages 173-182
Planning for Multi-robot Localization....Pages 183-192
Symbolic Bounded Real-Time Dynamic Programming....Pages 193-202
An Adaptive Genetic Algorithm to the Single Machine Scheduling Problem with Earliness and Tardiness Penalties....Pages 203-212
A Dijkstra Algorithm for Fixed-Wing UAV Motion Planning Based on Terrain Elevation....Pages 213-222
Feasible UAV Path Planning Using Genetic Algorithms and Bézier Curves....Pages 223-232
High-Level Modeling of Component-Based CSPs....Pages 233-242
Improving the Distributed Constraint Optimization Using Social Network Analysis....Pages 243-252
A Survey and Classification of A* Based Best-First Heuristic Search Algorithms....Pages 253-262
A Sequent Calculus for 3-Dimensional Space....Pages 263-272
Intuitionistic Fuzzy Probability....Pages 273-282
A Proof System for Temporal Reasoning with Sequential Information....Pages 283-292
A Refuted Conjecture on Probabilistic Satisfiability....Pages 293-302
A Logic for Conceptual Hierarchies....Pages 303-312
Back Matter....Pages -
