Artificial Intelligence in Theory and Practice III: Third IFIP TC 12 International Conference on Artificial Intelligence, IFIP AI 2010, Held as Part of WCC 2010, Brisbane, Australia, September 20-23, 2010, Proceedings / Edition 1

by Max Bramer

Overview

The papers in this volume comprise the refereed proceedings of the conference Arti- cial Intelligence in Theory and Practice (IFIP AI 2010), which formed part of the 21st World Computer Congress of IFIP, the International Federation for Information Pr- essing (WCC-2010), in Brisbane, Australia in September 2010. The conference was organized by the IFIP Technical Committee on Artificial Int- ligence (Technical Committee 12) and its Working Group 12.5 (Artificial Intelligence Applications). All papers were reviewed by at least two members of our Program Committee. - nal decisions were made by the Executive Program Committee, which comprised John Debenham (University of Technology, Sydney, Australia), Ilias Maglogiannis (University of Central Greece, Lamia, Greece), Eunika Mercier-Laurent (KIM, France) and myself. The best papers were selected for the conference, either as long papers (maximum 10 pages) or as short papers (maximum 5 pages) and are included in this volume. The international nature of IFIP is amply reflected in the large number of countries represented here. I should like to thank the Conference Chair, Tharam Dillon, for all his efforts and the members of our Program Committee for reviewing papers under a very tight de- line.

Product Details

ISBN-13:	9783642152856
Publisher:	Springer Berlin Heidelberg
Publication date:	10/08/2010
Series:	IFIP Advances in Information and Communication Technology , #331
Edition description:	2010
Pages:	252
Product dimensions:	6.20(w) x 9.40(h) x 0.80(d)

Table of Contents

Part I Agents

Ecologically Rational Agency John Debenham Carles Sierra 3

Involving the Human User in the Control Architecture of an Autonomous Agent Roberto Micalizio Giancarlo Nuzzolo Enrico Scala Pietro Torasso 13

Part II Knowledge Acquisition

Exer-Learning Games: Transferring Hopscotch from the Schoolyard to the Classroom Martina Lucht Steffi Domagk Martin Mohring 25

Social Relationships as a Means for Identifying an Individual in Large Information Spaces Katarína Kostková Michal Barla Mária Bieliková 35

Part III Data Mining and Machine Learning

J-PMCRI: A Methodology for Inducing Pre-pruned Modular Classification Rules Frederic Stahl Max Bramer Mo Adda 47

Enhancement of Infrequent Purchased Product Recommendation Using Data Mining Techniques Noraswaliza Abdullah Yue Xu Shlomo Geva Mark Looi 57

A Machine Learning Approach to Predicting Winning Patterns in Track Cycling Omnium Bahadorreza Ofoghi John Zeleznikow Clare MacMahon Dan Dwyer 67

Part IV Neural Nets and Fuzzy Logic

Learning Motor Control by Dancing YMCA Rikke Amilde Løvlid 79

Analysis and Comparison of Probability Transformations for Fusing Sensors with Uncertain Detection Performance Edwin El-Mahassni Samuel Davey Jonathan Legg 89

Part V Case-Based Reasoning/Planning and Scheduling

A Case-Based Approach to Business Process Monitoring Stefania Montani Giorgio Leonardi 101

A Survey on the Dynamic Scheduling Problem in Astronomical Observations Matias Mora Mauricio Solar 111

Part VI Intelligent Systems Engineering

Combining Determinism and Intuition through Univariate Decision Strategies for Target Detection from Multi-sensors Edwin El-Mahassni 123

A UML Profile Oriented to the Requirements Modeling in Intelligent Tutoring Systems Projects Gilleanes Thorwald Araujo Guedes Rosa Maria Vicari 133

Learning by Collaboration in Intelligent Autonomous Systems Jorge Ierache Ramón García-Martínez Armando De Giusti 143

Part VII AI Techniques

Context-Based Probabilistic Scene Interpretation Bernd Neumann Kasim Terzic 155

Full Text Search Engine as Scalable K-Nearest Neighbor Recommendation System Ján Suchal Pavol Návrat 165

Developing Intelligent Environments with OSGi and JADE Davide Carneiro Paulo Novais Ricardo Costa José Neves 174

Part VIII AI Applications

Bee Hive at Work: Following a Developing Story on the Web Pavol Navrat Anna Bou Ezzeddine 187

Computer-Aided Estimation for the Risk of Development of Gastric Cancer by Image Processing Yoshihiro Sasaki Ryukichi Hada Tetsuro Yoshimura Norihiro Hanabata Tatsuya Mikami Shinsaku Fukuda 197

Intelligent Hybrid Architecture for Tourism Services Ana Almeida Bruno Coelho Constantino Martins 205

Knowledge-Based Geo-risk Assessment for an Intelligent Measurement System T. Vicovac A. Reiterer U. Egly T. Eiter D. Rieke-Zapp 215

Part IX Short Papers

Workflows Recognition through Multi Agents in Surveillance Systems Manolis Sardis Vasilis Anagnostopoulos Theodora Varvarigou 227

Speaker Verification System Using a Hierarchical Adaptive Network-Based Fuzzy Inference Systems (HANFIS) Zohreh Soozanchi-K. Mohammad-R. Akbarzadeh-T Mahdi Yaghoobi Saeed Rahati 233

Case-Based Decision Support in Time Dependent Medical Domains Stefania Montani 238

Solving the Capacitated Vehicle Routing Problem and the Split Delivery Using GRASP Metaheuristic Joseph Gallart Suárez Manuel Tupia Anticona 243

Author Index 251