Ebook: Management Intelligent Systems: Second International Symposium

This symposium was born as a research 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; what we call Management Intelligent Systems (MiS).

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. This volume also includes a track focused on the latest research on Intelligent Systems and Technology Enhanced Learning (iTEL), as well as its impacts for learners and institutions. It aims at bringing together researchers and developers from both the professional and the academic realms to present, discuss and debate the latest advances on intelligent systems and technology-enhanced learning

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 was held in Salamanca (Spain) on May 22–24, 2013.

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This symposium was born as a research 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; what we call Management Intelligent Systems (MiS).

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. This volume also includes a track focused on the latest research on Intelligent Systems and Technology Enhanced Learning (iTEL), as well as its impacts for learners and institutions. It aims at bringing together researchers and developers from both the professional and the academic realms to present, discuss and debate the latest advances on intelligent systems and technology-enhanced learning

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 was held in Salamanca (Spain) on May 22–24, 2013.

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This symposium was born as a research 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; what we call Management Intelligent Systems (MiS).

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. This volume also includes a track focused on the latest research on Intelligent Systems and Technology Enhanced Learning (iTEL), as well as its impacts for learners and institutions. It aims at bringing together researchers and developers from both the professional and the academic realms to present, discuss and debate the latest advances on intelligent systems and technology-enhanced learning

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 was held in Salamanca (Spain) on May 22–24, 2013.

Content:
Front Matter....Pages 1-11
Making Accurate Credit Risk Predictions with Cost-Sensitive MLP Neural Networks....Pages 1-8
Multilevel Clustering on Very Large Scale of Web Data....Pages 9-16
Memory, Experience and Adaptation in Logical Agents....Pages 17-24
Mining the Traffic Cloud: Data Analysis and Optimization Strategies for Cloud-Based Cooperative Mobility Management....Pages 25-32
Towards a Knowledge-Driven Application Supporting Entrepreneurs Decision-Making in an Uncertain Environment....Pages 33-39
Training Neural Networks by Resilient Backpropagation Algorithm for Tourism Forecasting....Pages 41-49
On Semantic, Rule-Based Reasoning in the Management of Functional Rehabilitation Processes....Pages 51-58
Advances in Market Segmentation through Nature-Inspired Intelligence Methods: An Empirical Evaluation....Pages 59-66
Improving Index Selection Accuracy for Star Join Queries Processing: An Association Rules Based Approach....Pages 67-74
The Utilization of the Moodle E-Learning System in Isra University....Pages 75-81
Finding People Who Can Contribute to Learning Activities: A First Approach to Enhance the Information about Experts Available in a People Directory....Pages 83-90
Providing Event Recommendations in Educational Scenarios....Pages 91-98
A New Generation of Learning Object Repositories Based on Cloud Computing....Pages 99-106
Technological Platform to Facilitate the Labor Integration of People with Auditory Impairements....Pages 107-117
Keystrokes and Clicks: Measuring Stress on E-learning Students....Pages 119-126
Integral Multi-agent Model Recommendation of Learning Objects, for Students and Teachers....Pages 127-134
TANGO:H: Creating Active Educational Games for Hospitalized Children....Pages 135-142
Back Matter....Pages 143-144

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This symposium was born as a research 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; what we call Management Intelligent Systems (MiS).

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. This volume also includes a track focused on the latest research on Intelligent Systems and Technology Enhanced Learning (iTEL), as well as its impacts for learners and institutions. It aims at bringing together researchers and developers from both the professional and the academic realms to present, discuss and debate the latest advances on intelligent systems and technology-enhanced learning

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 was held in Salamanca (Spain) on May 22–24, 2013.

Content:
Front Matter....Pages 1-11
Making Accurate Credit Risk Predictions with Cost-Sensitive MLP Neural Networks....Pages 1-8
Multilevel Clustering on Very Large Scale of Web Data....Pages 9-16
Memory, Experience and Adaptation in Logical Agents....Pages 17-24
Mining the Traffic Cloud: Data Analysis and Optimization Strategies for Cloud-Based Cooperative Mobility Management....Pages 25-32
Towards a Knowledge-Driven Application Supporting Entrepreneurs Decision-Making in an Uncertain Environment....Pages 33-39
Training Neural Networks by Resilient Backpropagation Algorithm for Tourism Forecasting....Pages 41-49
On Semantic, Rule-Based Reasoning in the Management of Functional Rehabilitation Processes....Pages 51-58
Advances in Market Segmentation through Nature-Inspired Intelligence Methods: An Empirical Evaluation....Pages 59-66
Improving Index Selection Accuracy for Star Join Queries Processing: An Association Rules Based Approach....Pages 67-74
The Utilization of the Moodle E-Learning System in Isra University....Pages 75-81
Finding People Who Can Contribute to Learning Activities: A First Approach to Enhance the Information about Experts Available in a People Directory....Pages 83-90
Providing Event Recommendations in Educational Scenarios....Pages 91-98
A New Generation of Learning Object Repositories Based on Cloud Computing....Pages 99-106
Technological Platform to Facilitate the Labor Integration of People with Auditory Impairements....Pages 107-117
Keystrokes and Clicks: Measuring Stress on E-learning Students....Pages 119-126
Integral Multi-agent Model Recommendation of Learning Objects, for Students and Teachers....Pages 127-134
TANGO:H: Creating Active Educational Games for Hospitalized Children....Pages 135-142
Back Matter....Pages 143-144
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