Ebook: Advances in Artificial Intelligence – IBERAMIA 2010: 12th Ibero-American Conference on AI, Bahía Blanca, Argentina, November 1-5, 2010. Proceedings

This book constitutes the refereed proceedings of the 12th Ibero-American Conference on Artificial Intelligence, IBERAMIA 2010, held in Bahía Blanca, Argentina, in November 2010. The 61 papers presented were carefully reviewed and selected from 148 submissions. The papers are organized in topical sections on artificial intelligence in education, cognitive modeling and human reasoning, constraint satisfaction, evolutionary computation, information, integration and extraction, knowledge acquisition and ontologies, knowledge representation and reasoning, machine learning and data mining, multiagent systems, natural language processing, neural networks, planning and scheduling, probabilistic reasoning, search, and semantic web.

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This book constitutes the refereed proceedings of the 12th Ibero-American Conference on Artificial Intelligence, IBERAMIA 2010, held in Bah?a Blanca, Argentina, in November 2010. The 61 papers presented were carefully reviewed and selected from 148 submissions. The papers are organized in topical sections on artificial intelligence in education, cognitive modeling and human reasoning, constraint satisfaction, evolutionary computation, information, integration and extraction, knowledge acquisition and ontologies, knowledge representation and reasoning, machine learning and data mining, multiagent systems, natural language processing, neural networks, planning and scheduling, probabilistic reasoning, search, and semantic web.

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This book constitutes the refereed proceedings of the 12th Ibero-American Conference on Artificial Intelligence, IBERAMIA 2010, held in Bah?a Blanca, Argentina, in November 2010. The 61 papers presented were carefully reviewed and selected from 148 submissions. The papers are organized in topical sections on artificial intelligence in education, cognitive modeling and human reasoning, constraint satisfaction, evolutionary computation, information, integration and extraction, knowledge acquisition and ontologies, knowledge representation and reasoning, machine learning and data mining, multiagent systems, natural language processing, neural networks, planning and scheduling, probabilistic reasoning, search, and semantic web.
Content:
Front Matter....Pages -
Building and Assessing Intelligent Tutoring Systems with an e-Learning 2.0 Authoring System....Pages 1-9
Robotic Orientation towards Speaker for Human-Robot Interaction....Pages 10-19
Dialogue Model Specification and Interpretation for Intelligent Multimodal HCI....Pages 20-29
Optimization of Investment Options Using SQL....Pages 30-39
A Computational Method for Defeasible Argumentation Based on a Recursive Warrant Semantics....Pages 40-49
Improving Efficiency of a Genetic Algorithm Applied to Multi-robot Tactic Operation....Pages 50-59
VarMOPSO: Multi-Objective Particle Swarm Optimization with Variable Population Size....Pages 60-69
A Multi-Objective Genetic Algorithm with Path Relinking for the p-Median Problem....Pages 70-79
Using Visual Metrics to Selecting ICA Basis for Image Compression: A Comparative Study....Pages 80-89
Extending DeLP with Attack and Support for Defeasible Rules....Pages 90-99
An Argumentation Machinery to Reason over Inconsistent Ontologies....Pages 100-109
Planning under the Uncertainty of the Technical Analysis of Stock Markets....Pages 110-119
From Inconsistency to Consistency: Knowledge Base Revision by Tableaux Opening....Pages 120-132
Nondeterministic Planning for Generating Interactive Plots....Pages 133-143
Diagnosis of Medical Images Using an Expert System....Pages 144-152
Revision of CTL Models....Pages 153-162
Sampling for Information and Structure Preservation When Mining Large Data Bases....Pages 163-173
Improved Graph-Based Metrics for Clustering High-Dimensional Datasets....Pages 174-183
Empirical Evaluation of Ranking Prediction Methods for Gene Expression Data Classification....Pages 184-193
Defining a Problem-State Representation with Data Mining within a Hyper-heuristic Model Which Solves 2D Irregular Bin Packing Problems....Pages 194-203
Digital Web Library of a Website with Document Clustering....Pages 204-213
Learning to Discover Faulty Spots in cDNA Microarrays....Pages 214-223
A First Machine Learning Approach to Pronominal Anaphora Resolution in Basque....Pages 224-233
A Holonic Multi-agent Model for Oil Industry Supply Chain Management....Pages 234-243
Moral Minds as Multiple-Layer Organizations....Pages 244-253
Making Electronic Contracting Operational and Trustworthy....Pages 254-263
Normative Reasoning with an Adaptive Self-interested Agent Model Based on Markov Decision Processes....Pages 264-273
Query-Based Argumentation in Agent Programming....Pages 274-283
Studying the Emergence of Money by Means of Swarm Multi-agent Simulation....Pages 284-295
Revisiting the Readability Assessment of Texts in Portuguese....Pages 296-305
Improved Text Generation Using N-gram Statistics....Pages 306-315
Text-to-Text Surface Realisation Using Dependency-Tree Replacement....Pages 316-325
A Comparative Analysis of Centering-Based Algorithms for Pronoun Resolution in Portuguese....Pages 326-335
Specification and Evaluation of a Spanish Conversational System Using Dialogue Models....Pages 336-345
A Half-Way Semantics toward Collaborative Behavior in Interagent Dialogues....Pages 346-355
Using Sentence Semantic Similarity Based on WordNet in Recognizing Textual Entailment....Pages 356-365
Complementing RRL for Dialogue Summarisation....Pages 366-375
A Multi-dimensional Annotation Scheme for Behaviour in Dialogues....Pages 376-385
Evolving Artificial Neural Networks Using Adaptive Differential Evolution....Pages 386-395
A Recurrent Neural Network for Channel Assignment Problems in Mobiles....Pages 396-405
SVM Based Feature Selection: Why Are We Using the Dual?....Pages 406-412
Pattern Recognition Using Spiking Neurons and Firing Rates....Pages 413-422
Interaction Graphs for Multivariate Binary Data....Pages 423-432
Detecting Drifts in Multi-Issue Negotiations....Pages 433-442
A Logic Based Algorithm for Solving Probabilistic Satisfiability....Pages 443-452
On-Line Viscosity Virtual Sensor for Optimizing the Combustion in Power Plants....Pages 453-462
Evaluating an Affective Student Model for Intelligent Learning Environments....Pages 463-472
Dynamic Reward Shaping: Training a Robot by Voice....Pages 473-482
A Visual Grammar for Face Detection....Pages 483-492
Recognition of Actions That Imply Movement by Means of a Mobile Device with a Single Built-in Accelerometer....Pages 493-502
Development of a Tour–Guide Robot Using Dialogue Models and a Cognitive Architecture....Pages 503-511
Detection of Multiple People by a Mobile Robot in Dynamic Indoor Environments....Pages 512-521
A Motion Planner for Finding an Object in 3D Environments with a Mobile Manipulator Robot Equipped with a Limited Sensor....Pages 522-531
A Driving Assistance System for Navigation in Urban Environments....Pages 532-541
An Efficient Strategy for Fast Object Search Considering the Robot’s Perceptual Limitations....Pages 542-551
Building Feature-Based Maps with B-splines for Integrated Exploration....Pages 552-561
A Heuristic Approach for Constructing Ternary Covering Arrays Using Trinomial Coefficients....Pages 562-571
Controlling Search in Constrained-Object Models....Pages 572-581
Adaptivity and Interoperability in e-Learning Using Ontologies....Pages 582-591
Back Matter....Pages 592-601
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