Artificial Intelligence: Methodology, Systems, and Applications

1. Front Matter

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2. Natural Language Processing

   1. Experiments with Filtered Detection of Similar Academic Papers

      • Yaakov HaCohen-Kerner, Aharon Tayeb

      Pages 1-13

   2. Corpus-Based Semantic Filtering in Discovering Derivational Relations

      • Maciej Piasecki, Radosław Ramocki, Paweł Minda

      Pages 14-22

   3. Lexical Activation Area Attachment Algorithm for Wordnet Expansion

      • Maciej Piasecki, Roman Kurc, Radosław Ramocki, Bartosz Broda

      Pages 23-31

   4. Metaheuristics for Tuning Model Parameters in Two Natural Language Processing Applications

      • Łukasz Kłyk, Paweł B. Myszkowski, Bartosz Broda, Maciej Piasecki, David Urbansky

      Pages 32-37

   5. Clustering a Very Large Number of Textual Unstructured Customers’ Reviews in English

      • Jan Žižka, Karel Burda, František Dařena

      Pages 38-47

   6. A Workbench for Temporal Event Information Extraction from Patient Records

      • Svetla Boytcheva, Galia Angelova

      Pages 48-58

   7. Analyzing Emotional States Induced by News Articles with Latent Semantic Analysis

      • Diana Lupan, Mihai Dascălu, Ștefan Trăușan-Matu, Philippe Dessus

      Pages 59-68

3. Social Networks

   1. The Emergence of Cultural Hierarchical Social Networks in Complex Environments

      • Mostafa Z. Ali, Robert G. Reynolds

      Pages 69-78

   2. Ensuring Relevant and Serendipitous Information Flow in Decentralized Online Social Network

      • Udeep Tandukar, Julita Vassileva

      Pages 79-88

4. Knowledge Representation and Reasoning

   1. Ontology-Based Information and Event Extraction for Business Intelligence

      • Ernest Arendarenko, Tuomo Kakkonen

      Pages 89-102

   2. Modelling Highly Symmetrical Molecules: Linking Ontologies and Graphs

      • Oliver Kutz, Janna Hastings, Till Mossakowski

      Pages 103-111

   3. Personalizing and Improving Tag-Based Search in Folksonomies

      • Samia Beldjoudi, Hassina Seridi-Bouchelaghem, Catherine Faron-Zucker

      Pages 112-118

   4. Views and Synthesis of Cognitive Maps

      • Aymeric Le Dorze, Lionel Chauvin, Laurent Garcia, David Genest, Stéphane Loiseau

      Pages 119-124

   5. Identification of the Compound Subjective Rule Interestingness Measure for Rule-Based Functional Description of Genes

      • Aleksandra Gruca, Marek Sikora

      Pages 125-134

   6. Automatic Generation and Learning of Finite-State Controllers

      • Matteo Leonetti, Luca Iocchi, Fabio Patrizi

      Pages 135-144

   7. FactForge: Data Service or the Diversity of Inferred Knowledge over LOD

      • Mariana Damova, Kiril Simov, Zdravko Tashev, Atanas Kiryakov

      Pages 145-151

   8. From Path-Consistency to Global Consistency in Temporal Qualitative Constraint Networks

      • Nouhad Amaneddine, Jean-François Condotta

      Pages 152-161

5. Machine Learning

   1. Rule Quality Measure-Based Induction of Unordered Sets of Regression Rules

      • Marek Sikora, Adam Skowron, Łukasz Wróbel

      Pages 162-171

   2. Swarm Capability of Finding Eigenvalues

      • Jacek Kabziński

      Pages 172-177

This book constitutes the refereed proceedings of the 15th International Conference on Artificial Intelligence: Methodology, Systems, and Applications, AIMSA 2012, held in Varna, Bulgaria in September 2012.
The 36 revised full papers presented were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on natural language processing, social networks, knowledge representation and reasoning, machine learning, planning and agents, search, and computer vision.

• algorithms
• information extraction
• modeling
• semantic Web
• social Web

• School of Computer Science, University of Manchester, Manchester, UK

  Allan Ramsay

• Institute of Information and Communication Technologies, Bulgarian Academy of Sciences, Sofia, Bulgaria

  Gennady Agre

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