Ebook: Management Intelligent Systems: First International Symposium

The 2012 International Symposium on Management Intelligent Systems is believed to be the first international forum to present and discuss original, rigorous and significant contributions on Artificial Intelligence-based (AI) solutions—with a strong, practical logic and, preferably, with empirical applications—developed to aid the management of organizations in multiple areas, activities, processes and problem-solving; i.e., what we propose to be named as Management Intelligent Systems (MiS).

The three-day event aimed to bring together researchers interested in this promising interdisciplinary field who came from areas as varied as management, marketing, and business in general, computer science, artificial intelligence, statistics, etc. This volume presents the proceedings of these activities in a collection of contributions with many original approaches. They address diverse Management and Business areas of application such as decision support, segmentation of markets, CRM, product design, service personalization, organizational design, e-commerce, credit scoring, workplace integration, innovation management, business database analysis, workflow management, location of stores, etc. A wide variety of AI techniques have been applied to these areas such as multi-objective optimization and evolutionary algorithms, classification algorithms, ant algorithms, fuzzy rule-based systems, intelligent agents, Web mining, neural networks, Bayesian models, data warehousing, rough sets, etc.

The symposium was organized by the Soft Computing and Intelligent Information Systems Research Group (http://sci2s.ugr.es) of the University of Granada (Spain) and the Bioinformatics, Intelligent System and Educational Technology Research Group (http://bisite.usal.es/) of the University of Salamanca (Spain). The present edition is held in Salamanca (Spain) on July 11-13, 2012.

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The 2012 International Symposium on Management Intelligent Systems is believed to be the first international forum to present and discuss original, rigorous and significant contributions on Artificial Intelligence-based (AI) solutions—with a strong, practical logic and, preferably, with empirical applications—developed to aid the management of organizations in multiple areas, activities, processes and problem-solving; i.e., what we propose to be named as Management Intelligent Systems (MiS).

The three-day event aimed to bring together researchers interested in this promising interdisciplinary field who came from areas as varied as management, marketing, and business in general, computer science, artificial intelligence, statistics, etc. This volume presents the proceedings of these activities in a collection of contributions with many original approaches. They address diverse Management and Business areas of application such as decision support, segmentation of markets, CRM, product design, service personalization, organizational design, e-commerce, credit scoring, workplace integration, innovation management, business database analysis, workflow management, location of stores, etc. A wide variety of AI techniques have been applied to these areas such as multi-objective optimization and evolutionary algorithms, classification algorithms, ant algorithms, fuzzy rule-based systems, intelligent agents, Web mining, neural networks, Bayesian models, data warehousing, rough sets, etc.

The symposium was organized by the Soft Computing and Intelligent Information Systems Research Group (http://sci2s.ugr.es) of the University of Granada (Spain) and the Bioinformatics, Intelligent System and Educational Technology Research Group (http://bisite.usal.es/) of the University of Salamanca (Spain). The present edition is held in Salamanca (Spain) on July 11-13, 2012.

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The 2012 International Symposium on Management Intelligent Systems is believed to be the first international forum to present and discuss original, rigorous and significant contributions on Artificial Intelligence-based (AI) solutions—with a strong, practical logic and, preferably, with empirical applications—developed to aid the management of organizations in multiple areas, activities, processes and problem-solving; i.e., what we propose to be named as Management Intelligent Systems (MiS).

The three-day event aimed to bring together researchers interested in this promising interdisciplinary field who came from areas as varied as management, marketing, and business in general, computer science, artificial intelligence, statistics, etc. This volume presents the proceedings of these activities in a collection of contributions with many original approaches. They address diverse Management and Business areas of application such as decision support, segmentation of markets, CRM, product design, service personalization, organizational design, e-commerce, credit scoring, workplace integration, innovation management, business database analysis, workflow management, location of stores, etc. A wide variety of AI techniques have been applied to these areas such as multi-objective optimization and evolutionary algorithms, classification algorithms, ant algorithms, fuzzy rule-based systems, intelligent agents, Web mining, neural networks, Bayesian models, data warehousing, rough sets, etc.

The symposium was organized by the Soft Computing and Intelligent Information Systems Research Group (http://sci2s.ugr.es) of the University of Granada (Spain) and the Bioinformatics, Intelligent System and Educational Technology Research Group (http://bisite.usal.es/) of the University of Salamanca (Spain). The present edition is held in Salamanca (Spain) on July 11-13, 2012.

Content:
Front Matter....Pages 1-11
Front Matter....Pages 1-1
A Strategic Perspective on Management Intelligent Systems....Pages 3-14
Visualization of Agents and Their Interaction within Dynamic Environments....Pages 15-24
Hybrid Genetic-Fuzzy System Modeling Application in Innovation Management....Pages 25-34
Front Matter....Pages 35-35
Using Data Mining and Vehicular Networks to Estimate the Severity of Traffic Accidents....Pages 37-46
ContextCare: Autonomous Video Surveillance System Using Multi-camera and Smartphones....Pages 47-56
Clustering of Fuzzy Cognitive Maps for Travel Behavior Analysis....Pages 57-66
Front Matter....Pages 67-67
Smart Objects System: A Generic System for Enhancing Operational Control....Pages 69-78
Distributed Cognition Learning in Collaborative Civil Engineering Projects Management....Pages 79-88
Designing Lines of Cars That Optimize the Degree of Differentiation vs. Commonality among Models in the Line: A Natural Intelligence Approach....Pages 89-97
Front Matter....Pages 99-99
Semantic Web Mining for Book Recommendation....Pages 101-109
An Automated Approach to Product Taxonomy Mapping in E-Commerce....Pages 111-120
A Case-Based Planning Mechanism for a Hardware-Embedded Reactive Agents Platform....Pages 121-130
A Linguistic Approach for Semantic Web Service Discovery....Pages 131-142
Applying Multi-objective Optimization for Variable Selection to Analyze User Trust in Electronic Banking....Pages 143-152
A Context-Aware Mobile Recommender System Based on Location and Trajectory....Pages 153-162
Front Matter....Pages 163-163
MarkiS: A Marketing Intelligent System Software Application for Causal Modeling....Pages 165-174
Prosaico: An Intelligent System for the Management of a Sports Facility....Pages 175-184
Automatic Extraction of the Real Organizational Hierarchy Using JADE....Pages 185-196
Integration of a Proximity Detection Prototype into a VO Developed with PANGEA....Pages 197-204
Front Matter....Pages 205-205
Approximating the Pareto-front of Continuous Bi-objective Problems: Application to a Competitive Facility Location Problem....Pages 207-216
Front Matter....Pages 205-205
Improving Customer Churn Prediction by Data Augmentation Using Pictorial Stimulus-Choice Data....Pages 217-226
A Multiple-Agent Based System for Forecasting the Ice Cream Demand Using Climatic Information....Pages 227-238
Manual Intervention and Statefulness in Agent-Involved Workflow Management Systems....Pages 239-249
A Statistical Approach to Star Rating Classification of Sentiment....Pages 251-260
Front Matter....Pages 261-261
Non-parametric Statistical Analysis of Machine Learning Methods for Credit Scoring....Pages 263-272
Rule-Based Business Process Mining: Applications for Management....Pages 273-282
A News-Based Approach for Computing Historical Value-at-Risk....Pages 283-292
Front Matter....Pages 293-293
Gaussian Mixture Models vs. Fuzzy Rule-Based Systems for Adaptive Meta-scheduling in Grid/Cloud Computing....Pages 295-304
Reduced Large Datasets by Fuzzy C-Mean Clustering Using Minimal Enclosing Ball....Pages 305-314
Impact of Initial Tuning for Algorithm That Solve Query Routing....Pages 315-323
Developing Anti-spam Filters Using Automatically Generated Rough Sets Rules....Pages 325-334
Back Matter....Pages 0--1

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The 2012 International Symposium on Management Intelligent Systems is believed to be the first international forum to present and discuss original, rigorous and significant contributions on Artificial Intelligence-based (AI) solutions—with a strong, practical logic and, preferably, with empirical applications—developed to aid the management of organizations in multiple areas, activities, processes and problem-solving; i.e., what we propose to be named as Management Intelligent Systems (MiS).

The three-day event aimed to bring together researchers interested in this promising interdisciplinary field who came from areas as varied as management, marketing, and business in general, computer science, artificial intelligence, statistics, etc. This volume presents the proceedings of these activities in a collection of contributions with many original approaches. They address diverse Management and Business areas of application such as decision support, segmentation of markets, CRM, product design, service personalization, organizational design, e-commerce, credit scoring, workplace integration, innovation management, business database analysis, workflow management, location of stores, etc. A wide variety of AI techniques have been applied to these areas such as multi-objective optimization and evolutionary algorithms, classification algorithms, ant algorithms, fuzzy rule-based systems, intelligent agents, Web mining, neural networks, Bayesian models, data warehousing, rough sets, etc.

The symposium was organized by the Soft Computing and Intelligent Information Systems Research Group (http://sci2s.ugr.es) of the University of Granada (Spain) and the Bioinformatics, Intelligent System and Educational Technology Research Group (http://bisite.usal.es/) of the University of Salamanca (Spain). The present edition is held in Salamanca (Spain) on July 11-13, 2012.

Content:
Front Matter....Pages 1-11
Front Matter....Pages 1-1
A Strategic Perspective on Management Intelligent Systems....Pages 3-14
Visualization of Agents and Their Interaction within Dynamic Environments....Pages 15-24
Hybrid Genetic-Fuzzy System Modeling Application in Innovation Management....Pages 25-34
Front Matter....Pages 35-35
Using Data Mining and Vehicular Networks to Estimate the Severity of Traffic Accidents....Pages 37-46
ContextCare: Autonomous Video Surveillance System Using Multi-camera and Smartphones....Pages 47-56
Clustering of Fuzzy Cognitive Maps for Travel Behavior Analysis....Pages 57-66
Front Matter....Pages 67-67
Smart Objects System: A Generic System for Enhancing Operational Control....Pages 69-78
Distributed Cognition Learning in Collaborative Civil Engineering Projects Management....Pages 79-88
Designing Lines of Cars That Optimize the Degree of Differentiation vs. Commonality among Models in the Line: A Natural Intelligence Approach....Pages 89-97
Front Matter....Pages 99-99
Semantic Web Mining for Book Recommendation....Pages 101-109
An Automated Approach to Product Taxonomy Mapping in E-Commerce....Pages 111-120
A Case-Based Planning Mechanism for a Hardware-Embedded Reactive Agents Platform....Pages 121-130
A Linguistic Approach for Semantic Web Service Discovery....Pages 131-142
Applying Multi-objective Optimization for Variable Selection to Analyze User Trust in Electronic Banking....Pages 143-152
A Context-Aware Mobile Recommender System Based on Location and Trajectory....Pages 153-162
Front Matter....Pages 163-163
MarkiS: A Marketing Intelligent System Software Application for Causal Modeling....Pages 165-174
Prosaico: An Intelligent System for the Management of a Sports Facility....Pages 175-184
Automatic Extraction of the Real Organizational Hierarchy Using JADE....Pages 185-196
Integration of a Proximity Detection Prototype into a VO Developed with PANGEA....Pages 197-204
Front Matter....Pages 205-205
Approximating the Pareto-front of Continuous Bi-objective Problems: Application to a Competitive Facility Location Problem....Pages 207-216
Front Matter....Pages 205-205
Improving Customer Churn Prediction by Data Augmentation Using Pictorial Stimulus-Choice Data....Pages 217-226
A Multiple-Agent Based System for Forecasting the Ice Cream Demand Using Climatic Information....Pages 227-238
Manual Intervention and Statefulness in Agent-Involved Workflow Management Systems....Pages 239-249
A Statistical Approach to Star Rating Classification of Sentiment....Pages 251-260
Front Matter....Pages 261-261
Non-parametric Statistical Analysis of Machine Learning Methods for Credit Scoring....Pages 263-272
Rule-Based Business Process Mining: Applications for Management....Pages 273-282
A News-Based Approach for Computing Historical Value-at-Risk....Pages 283-292
Front Matter....Pages 293-293
Gaussian Mixture Models vs. Fuzzy Rule-Based Systems for Adaptive Meta-scheduling in Grid/Cloud Computing....Pages 295-304
Reduced Large Datasets by Fuzzy C-Mean Clustering Using Minimal Enclosing Ball....Pages 305-314
Impact of Initial Tuning for Algorithm That Solve Query Routing....Pages 315-323
Developing Anti-spam Filters Using Automatically Generated Rough Sets Rules....Pages 325-334
Back Matter....Pages 0--1
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