Agents and Data Mining Interaction: 10th International Workshop, ADMI 2014, Paris, France, May 5-9, 2014, Revised Selected Papers

✍ Scribed by Longbing Cao, Yifeng Zeng, Bo An, Andreas L. Symeonidis, Vladimir Gorodetsky, Frans Coenen, Philip S. Yu (eds.)

• Publisher: Springer International Publishing
• Year: 2015
• Tongue: English
• Leaves: 135
• Series: Lecture Notes in Computer Science 9145
• Edition: 1
• Category: Library

✦ Synopsis

This book constitutes the thoroughly refereed and revised selected papers from the 10th International Workshop on Agents and Data Mining Interactions, ADMI 2014, held in Paris, France, in May 2014 as satellite workshop of AAMAS 2014, the 13th International Conference on Autonomous Agents and Multiagent Systems.

The 11 papers presented were carefully reviewed and selected from numerous submissions for inclusion in this volume. They present current research and engineering results, as well as potential challenges and prospects encountered in the respective communities and the coupling between agents and data mining.

✦ Table of Contents

Front Matter....Pages I-XI
Learning Agents’ Relations in Interactive Multiagent Dynamic Influence Diagrams....Pages 1-11
Agent-Based Customer Profile Learning in 3G Recommender Systems: Ontology-Driven Multi-source Cross-Domain Case....Pages 12-25
Modeling Temporal Propagation Dynamics in Multiplex Networks....Pages 26-37
Mining Movement Patterns from Video Data to Inform Multi-agent Based Simulation....Pages 38-51
Accessory-Based Multi-agent Simulating Platform on the Web....Pages 52-63
Performance Evaluation of Agents and Multi-agent Systems Using Formal Specifications in Z Notation....Pages 64-78
Reputation in Communities of Agent-Based Web Services Through Data Mining....Pages 79-92
Data Mining Process Optimization in Computational Multi-agent Systems....Pages 93-103
Diversifying the Storytelling Using Bayesian Networks....Pages 104-113
A Coupled Similarity Kernel for Pairwise Support Vector Machine....Pages 114-123
Back Matter....Pages 125-125

✦ Subjects

Artificial Intelligence (incl. Robotics); Data Mining and Knowledge Discovery; Information Systems Applications (incl. Internet)