Advances in Artificial Intelligence

22nd Canadian Conference on Artificial Intelligence, Canadian AI 2009, Kelowna, Canada, May 25-27, 2009 Proceedings

By: Yong Gao (Editor), Nathalie Japkowicz (Editor)

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Paperback | 7 May 2009

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This volume contains the papers presented at the 22nd Canadian Conference on Arti?cial Intelligence (AI 2009). The conference was held in Kelowna, British Columbia, during May 25-27, 2009, and was collocated with the 35th Canadian Graphical Interface Conference and the 6th Canadian Conference on Computer and Robot Vision. The Program Committee received 63 submissions from across Canada and aroundtheworld.Eachsubmissionwasassignedtothreereviewers.TheProgram Committee selected 15 regular papers each of which was allocated 12 pages in the proceedings and a 30-minute presentation at the conference. We accepted 21 short papers among which two were withdrawn by the authors. Each short paper was allocated 4 pages in the proceedings, and was presented as a poster plus a 15-minute brief talk. Also included in the proceedings are eight student abstracts presented at the Graduate Student Symposium. The conference program featured three keynote presentations by Evgeniy Gabrilovich(YahooResearch),AlanMackworth(UniversityofBritishColumbia), and Jonathan Schae?er (University of Alberta). The one-page abstracts of their talks are also included in the proceedings. Two pre-conference symposiums, each with their own proceedings, were held onMay24,2009.TheSecondCanadianSemanticWeb WorkingSymposium was organized by Weichang Du and Harold Boley. The International Symposium on Teaching AI in Computing and Information Technology was organized by Sajid Hussain and Danny Silver.

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Non-Fiction Computing & I.T.Databases Data Mining Computer Science Artificial Intelligence Natural Language & Machine Translation Pattern Recognition Information Technology General Issue Ethical & Social Aspects of IT Computer Vision Computer Security

Data Encryption Expert Systems & Knowledge-Based Systems

Invited Talks
AI in Web Advertising: Picking the Right Ad Ten Thousand Times a Second (Abstract)	p. 1
Living with Constraints (Abstract)	p. 2
Computer (and Human) Perfection at Checkers (Abstract)	p. 3
Regular Papers
Decision Tree Learning Using a Bayesian Approach at Each Node	p. 4
Generating Satisfiable SAT Instances Using Random Subgraph Isomorphism	p. 16
Enhancing the Bilingual Concordancer TransSearch with Word-Level Alignment	p. 27
Financial Forecasting Using Character N-Gram Analysis and Readability Scores of Annual Reports	p. 39
Statistical Parsing with Context-Free Filtering Grammar	p. 52
Machine Translation of Legal Information and Its Evaluation	p. 64
An Iterative Hybrid Filter-Wrapper Approach to Feature Selection for Document Clustering	p. 74
Cost-Based Sampling of Individual Instances	p. 86
Context Dependent Movie Recommendations Using a Hierarchical Bayesian Model	p. 98
Automatic Frame Extraction from Sentences	p. 110
Control of Constraint Weights for a 2D Autonomous Camera	p. 121
Training Global Linear Models for Chinese Word Segmentation	p. 133
A Concurrent Dynamic Logic of Knowledge, Belief and Certainty for Multi-agent Systems	p. 146
Enumerating Unlabeled and Root Labeled Trees for Causal Model Acquisition	p. 158 Zhu
Compiling the Lexicographic Inference Using Boolean Cardinality Constraints	p. 171
Short Papers
Improving Document Search Using Social Bookmarking	p. 183
Rank-Based Transformation in Measuring Semantic Relatedness	p. 187
Optimizing a Pseudo Financial Factor Model with Support Vector Machines and Genetic Programming	p. 191
Novice-Friendly Natural Language Generation Template Authoring Environment	p. 195
A SVM-Based Ensemble Approach to Multi-Document Summarization	p. 199
Co-Training on Handwritten Digit Recognition	p. 203
Evaluation Methods for Ordinal Classification	p. 207
STFLS: A Heuristic Method for Static and Transportation Facility Location Allocation in Large Spatial Datasets	p. 211
An Ontology-Based Spatial Clustering Selection System	p. 215
Exploratory Analysis of Co-Change Graphs for Code Refactoring	p. 219
Classifying Biomedical Abstracts Using Committees of Classifiers and Collective Ranking Techniques	p. 224
Large Neighborhood Search Using Constraint Satisfaction Techniques in Vehicle Routing Problem	p. 229
Valuable Change Detection in Keyword Map Animation	p. 233
The WordNet Weaver: Multi-criteria Voting for Semi-automatic Extension of a Wordnet	p. 237
Active Learning with Automatic Soft Labeling for Induction of Decision Trees	p. 241
A Procedural Planning System for Goal Oriented Agents in Games	p. 245
An Empirical Study of Category Skew on Feature Selection for Text Categorization	p. 249
Opinion Learning without Emotional Words	p. 253
Belief Rough Set Classifier	p. 257
Graduate Student Symposium
Automatic Extraction of Lexical Relations from Analytical Definitions Using a Constraint Grammar	p. 262
Grid-Enabled Adaptive Metamodeling and Active Learning for Computer Based Design	p. 266
Reasoning about Movement in Two-Dimensions	p. 270
Executable Specifications of Fully General Attribute Grammars with Ambiguity and Left-Recursion	p. 274
K-MORPH: A Semantic Web Based Knowledge Representation and Context-Driven Morphing Framework	p. 279
Background Knowledge Enriched Data Mining for Interactome Analysis	p. 283
Modeling and Inference with Relational Dynamic Bayesian Networks	p. 287
A Semi-supervised Approach to Bengali-English Phrase-Based Statistical Machine Translation	p. 291
Author Index	p. 295
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Advances in Artificial Intelligence

22nd Canadian Conference on Artificial Intelligence, Canadian AI 2009, Kelowna, Canada, May 25-27, 2009 Proceedings

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