Management Intelligent Systems: Second International Symposium

ISBN-13: 9783319005683 / Angielski / Miękka / 2013 / 142 str.

Jorge Casillas; Francisco J. Martinez-Lopez; Rosa Vicari

Opis

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.

Spis treści

Making Accurate Credit Risk Predictions with Cost-Sensitive MLP Neural Networks.- Multilevel Clustering on Very Large Scale of Web Data.- Memory, Experience and Adaptation in Logical Agents.- Mining the Traffic Cloud: Data Analysis and Optimization Strategies for Cloud-Based Cooperative Mobility Management.- A Web-based Software Model to Investigate Entrepreneurial Management.- Training Neural Networks by Resilient Backpropagation Algorithm for Tourism Forecasting.- On semantic, rule-based reasoning in the management of functional rehabilitation processes.- Advances in market segmentation through nature-inspired intelligence methods: An empirical evaluation.- Improving Index Selection Accuracy for Star Join Queries Processing: An Association Rules Based Approach.- The Utilization of the Moodle E-Learning System in Isra University.- Finding people who can contribute to learning activities: A first approach to enhance the information about experts available in a people directoryProviding Event Recommendations in Educational Scenarios.- A new generation of Learning Object Repositories based on Cloud Computing.- Technological platform to facilitate the labor integration of people with auditory impairements.- Keystrokes and Clicks: Measuring Stress on E-learning Students.- Integral Multi-agent Model Recommendation of Learning Objects, for Students and Teachers.- TANGO:H: Creating active educational games for hospitalized children.