Advances in Artificial Intelligence -- SBIA 2010 : 20th Brazilian Symposium on Artificial Intelligence, São Bernardo do Campo, Brazil, October 23-28, 2010, Proceedings

by Costa, Antonio Carlos Da Rocha; Vicari, Rosa Maria; Tonidandel, Flavio

• ISBN13: 9783642161377
• ISBN10: 3642161375
• Format: Paperback
• Copyright: 2010-10-28
• Publisher: Springer-Verlag New York Inc

Summary

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.

Table of Contents

Ontologies, Knowledge Representation and Reasoning
Ontological Primitives for Visual Knowledge	p. 1
A Semi-automatic Method for Domain Ontology Extraction from Portuguese Language Wikipedia's Categories	p. 11
Ontology Reasoning in Agent-Oriented Programming	p. 21
System Design Modification with Actions	p. 31
Learning Terminologies in Probabilistic Description Logics	p. 41
Knowledge-Based System for the Maintenance Registration and Consistency among UML Diagrams	p. 51
Semantic Mapping with a Probabilistic Description Logic	p. 62
Markov Decision Processes from Colored Petri Nets	p. 72
Machine Learning
Incremental Learning of Multivariate Gaussian Mixture Models	p. 82
Bayesian Network Structure Inference with an Hierarchical Bayesian Model	p. 92
Autonomous Agents and Multiagent Systems
On the Construction of Synthetic Characters with Personality and Emotion	p. 102
Towards Automated Trading Based on Fundamentalist and Technical Data	p. 112
Developing a Consciousness-Based Mind for an Artificial Creature	p. 122
Simulating the Emergence of Social Relationship Networks in Groups of Believable Agents: The X-BARIM Model	p. 133
Using Jason to Develop Normative Agents	p. 143
Improving Space Representation in Multiagent Learning via Tile Coding	p. 153
Natural Language Processing
Factored Translation between Brazilian Portuguese and English	p. 163
Question Answering for Portuguese: How Much Is Needed?	p. 173
Planning and Scheduling
Planning for Multi-robot Localization	p. 183
Symbolic Bounded Real-Time Dynamic Programming	p. 193
An Adaptive Genetic Algorithm to the Single Machine Scheduling Problem with Earliness and Tardiness Penalties	p. 203
A Dijkstra Algorithm for Fixed-Wing UAV Motion Planning Terrain Elevation	p. 213
Feasible UAV Path Planning Using Genetic Algorithms and Bézier Curves	p. 223
Constraints and Search
High-Level Modeling of Component-Based CSPs	p. 233
Improving the Distributed Constraint Optimization Using Social Network Analysis	p. 243
A Survey and Classification of A* Based Best-First Heuristic Search Algorithms	p. 253
Logics for AI
A Sequent Calculus for 3-Dimensional Space	p. 263
Intuitionistic Fuzzy Probability	p. 273
A Proof System for Temporal Reasoning with Sequential Information	p. 283
A Refuted Conjecture on Probabilistic Satisfiability	p. 293
A Logic for Conceptual Hierarchies	p. 303
Author Index	p. 313
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