This book constitutes the refereed proceedings of the 20th Irish Conference on Artificial Intelligence and Cognitive Science, AICS 2009, held in Dublin, Ireland in August 2009.
The 32 papers presented were carefully reviewed and selected for inclusion in the book. The topics covered are classification techniques, biologically-inspired computation, natural language processing, and applications of AI techniques for the social Web and financial markets.
Invited Talks
Use of Enterprise Social Software to Support Organization and People Sensemaking (Abstract) David R. Millen 1
Collective Intelligence in the Social Web (Abstract) John Riedl 2
Full Papers
Robustness Analysis of Model-Based Collaborative Filtering Systems Zunping Cheng Neil Hurley 3
Phase and Coordination in Speech Production Fred Cummins 16
The Effect of Query Length on Normalisation in Information Retrieval Ronan Cummins Colm O'Riordan 26
An Evolutionary Neural Network Approach to Intrinsic Plagiarism Detection Dara Curran 33
Investigation of Localised Centrality Metrics for Collaborative Networks: What Can They Reveal? Elizabeth M. Daly 41
Practical Development of Hybrid Intelligent Agent Systems with SoSAA Mauro Dragone Rem W. Collier David Lillis Gregory M.P. O'Hare 51
Genetic Repair Strategies Inspired by Arabidopsis thaliana Amy FitzGerald Diarmuid P. O'Donoghue Xinyu Liu 61
A Machine Learning System for Identifying Hypertrophy in Histopathology Images Ross Foley William Gallagher Sean Callanan Pádraig Cunningham 72
Creating Visualizations: A Case-Based Reasoning Perspective Jill Freyne Barry Smyth 82
Assessing Context for Age-Related Spanish Temporal Phrases Sofia N. Galicia-Haro Alexander F. Gelbukh 92
Using Shallow Natural Language Processing in a Just-In-Time Information Retrieval Assistant for Bloggers Ang Gao Derek Bridge 103
Towards Automatic Blotch Detection for Film Restoration by Comparison of Spatio-Temporal Neighbours Peter Gaughran Susan Bergin Ronan Reilly 114
Analysis of the Effect of Unexpected Outliers in the Classification of Spectroscopy Data Frank G. Glavin Michael G. Madden 124
Just Say It: An Evaluation of Speech Interfaces for Augmented Reality Design Applications Nicholas Hanlon Brian Mac Namee John Kelleher 134
SceneMaker: Intelligent Multimodal Visualisation of Natural Language Scripts Eva Hanser Paul Mc Kevitt Tom Lunney Joan Condell 144
The Enhanced Ranked List Cathal Hoare Humphrey Sorensen 154
A Prediction Market for Toxic Assets Alan Holland 164
Learning without Default: A Study of One-Class Classification and the Low-Default Portfolio Problem Kenneth Kennedy Brian Mac Namee Sarah Jane Delany 174
A Survey of Recent Trends in One Class Classification Shehroz S. Khan Michael G. Madden 188
Steady State RF Fingerprinting for Identity Verification: One Class Classifier versus Customized Ensemble Barnard Kroon Susan Bergin Irwin O. Kennedy Georgina O'Mahony Zamora 198
An Analysis of Order Dependence in k-NN David McSherry Christopher Stretch 207
Norm Convergence in Populations of Dynamically Interacting Agents Declan Mungovan Enda Howley Jim Duggan 219
A Comparison of Word Similarity Measures for Noun Compound Disambiguation Paul Nulty Fintan Costello 231
An Assessment of Machine Learning Techniques for Review Recommendation Michael P. O'Mahony Pádraig Cunningham Barry Smyth 241
Buzzer - Online Real-Time Topical News Article and Source Recommender Owen Phelan Kevin McCarthy Barry Smyth 251
An Evaluation of the Ghost Writer System for Case-Based Content Suggestions Aidan Waugh Derek Bridge 262
On Using Temporal Features to Create More Accurate Human-Activity Classifiers Juan Ye Adrian K. Clear Lorcan Coyle Simon Dobson 273
Demo Papers
Physical Activity Motivating Games Shlomo Berkovsky Jill Freyne Mac Coombe 283
A Machine Learning System for Tracking Sentiment in Irish Economic News Anthony Brew Derek Greene Pádraig Cunningham 285
The Blogoduct System: A Just-In-Time Information Retrieval Assistant for Bloggers Ang Gao Derek Bridge 287
Sensing Handshakes for Social Network Development David Haddock Aaron Quigley Benoit Gaudin 289
A Decision Support System for Energy Storage Traders Alan Holland 291
Author Index 293
Overview
This book constitutes the refereed proceedings of the 20th Irish Conference on Artificial Intelligence and Cognitive Science, AICS 2009, held in Dublin, Ireland in August 2009.
The 32 papers presented were carefully reviewed and selected for inclusion in the book. The topics covered are classification techniques, biologically-inspired computation, natural language processing, and applications of AI techniques for the social Web and financial ...