Agents and Data Mining Interaction: 6th International Workshop on Agents and Data Mining Interaction, ADMI 2010, Toronto, ON, Canada, May 11, 2010, Revised Selected Papers

by Longbing Cao (Editor), Ana L.C. Bazzan (Editor), Vladimir Gorodetsky (Editor), Pericles A. Mitkas (Editor), Gerhard Weiss (Editor)

Overview

The LNAI series reports state-of-the-art results in artificial intelligence research, development, and education, at a high level and in both printed and electronic form. Enjoying tight cooperation with the R&D community, with numerous individuals, as well as with prestigious organizations and societies, LNAI has grown into the most comprehensive artificial intelligence research forum available.

The scope of LNAI spans the whole range of artificial intelligence and intelligent information processing including interdisciplinary topics in a variety of application fields. The type of material published traditionally includes

proceedings (published in time for the respective conference)

post-proceedings (consisting of thoroughly revised final full papers)

research monographs (which may be based on PhD work)

More recently, several color-cover sublines have been added featuring, beyond a collection of papers, various added-value components; these sublines include

tutorials (textbook-like monographs or collections of lectures given at advanced courses)

state-of-the-art surveys (offering complete and mediated coverage of a topic)

hot topics (introducing emergent topics to the broader community)

In parallel to the printed book, each new volume is published electronically in LNCS Online.

Product Details

ISBN-13:	9783642154195
Publisher:	Springer Berlin Heidelberg
Publication date:	11/04/2010
Series:	Lecture Notes in Computer Science , #5980
Edition description:	2010
Pages:	192
Product dimensions:	6.00(w) x 9.30(h) x 0.50(d)

Table of Contents

Part I Agents for Data Mining

Finding Useful Items and Links in Social and Agent Networks Sandip Sen 3

Integrating Workflow into Agent-Based Distributed Data Mining Systems Chayapol Moemeng Xinhua Zhu Longbing Cao 4

Pilot Study: Agent-Based Exploration of Complex Data in a Hospital Environment Ted Carmichael Mirsad Hadzikadic Ognjen Gajic 16

Multi-agent Information Retrieval in Heterogeneous Industrial Automation Environments Stephan Pech Peter Goehner 27

Part II Data Mining for Agents

A Data Mining Approach to Identify Obligation Norms in Agent Societies Bastin Tony Roy Savarimuthu Stephen Cranefield Maryam Purvis Martin Purvis 43

Probabilistic Modeling of Mobile Agents' Trajectories Štepán Urban Michal Jakob Michal Pechoucek 59

Real-Time Sensory Pattern Mining for Autonomous Agents Pedro Sequeira Cláudia Antunes 71

Part III Data Mining in Agents

Analyzing Agent-Based Simulations of Inter-organizational Networks Dominik Schmitz Thomas Arzdorf Matthias Jarke Gerhard Lakemeyer 87

Clustering in a Multi-Agent Data Mining Environment Santhana Chaimontree Katie Atkinson Frans Coenen 103

Time-Based Reward Shaping in Real-Time Strategy Games Martin Midtgaard Lars Vinther Jeppe R. Christiansen Allan M. Christensen Yifeng Zeng 115

Wise Search Engine Based on LSI Yang Jianxiong Junzo Watada 126

Pattern Recognition in Online Environment by Data Mining Approach MohammadReza EffatParvar Mehdi EffatParvar Maseud Rahgozar 137

Part IV Agent Mining Applications

A Multiple System Performance Monitoring Model for Web Services Yong Yang Dan Luo Chengqi Zhang 149

Implementing an Open Reference Architecture Based on Web Service Mining for the Integration of Distributed Applications and Multi-Agent Systems Dionisis D. Kehagias Dimitrios Tzovaras Efthimia Mavridou Kostantinos Kalogirou Martin Becker 162

Minority Game Data Mining for Stock Market Predictions Ying Ma Guanyi Li Yingsai Dong Zengchang Qin 178

Author Index 191