The 14th International Conference on Artificial Intelligence: Methodology, Systems, Applications (AIMSA 2010) was held in Varna, Bulgaria, during September 8–10, 2010. The AIMSA conference series has provided a biennial forum for the presen- tion of artificial intelligence research and development since 1984. The conference covers the full range of topics in artificial intelligence (AI) and related disciplines and provides an ideal forum for international scientific exchange between Central/Eastern Europe and the rest of the world. The 2010 AIMSA edition continued this tradition. For AIMSA 2010, we decided to place special emphasis on the application and leverage of AI technologies in the context of knowledge societies where knowledge creation, accessing, acquiring, and sharing empower individuals and communities. A number of AI techniques play a key role in responding to these challenges. AI is - tensively used in the development of systems for effective management and flexible and personalized access to large knowledge bases, in the Semantic Web technologies that enable sharing and reuse of and reasoning over semantically annotated resources, in the emerging social Semantic Web applications that aid humans to collaboratively build semantics, in the construction of intelligent environments for supporting (human and agent) learning, etc. In building such intelligent applications, AI techniques are typically combined with results from other disciplines such as the social sciences, distributed systems, databases, digital libraries, information retrieval, service-oriented applications, etc.
Author(s): Khalil Ben Mohamed, Michel Leclère, Marie-Laure Mugnier (auth.), Darina Dicheva, Danail Dochev (eds.)
Series: Lecture Notes in Computer Science 6304 : Lecture Notes in Artificial Intelligence
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2010
Language: English
Pages: 286
Tags: Artificial Intelligence (incl. Robotics); Information Systems Applications (incl.Internet); Information Storage and Retrieval; Database Management; Computer Communication Networks; Data Mining and Knowledge Discovery
Front Matter....Pages -
Deduction in Existential Conjunctive First-Order Logic: An Algorithm and Experiments....Pages 1-10
Use-Based Discovery of Pervasive Services....Pages 11-20
Expressive Approximations in DL-Lite Ontologies....Pages 21-31
Reasoning Mechanism for Cardinal Direction Relations....Pages 32-41
A Framework for Time-Series Analysis....Pages 42-51
Cross-Language Personalization through a Semantic Content-Based Recommender System....Pages 52-60
Towards Effective Recommendation of Social Data across Social Networking Sites....Pages 61-70
Term Ranking and Categorization for Ad-Hoc Navigation....Pages 71-80
Time Optimized Algorithm for Web Document Presentation Adaptation....Pages 81-90
Discrepancy-Based Sliced Neighborhood Search....Pages 91-100
Constraint Models for Reasoning on Unification in Inductive Logic Programming....Pages 101-110
Coalition Structure Generation with GRASP....Pages 111-120
A Bayesian Model for Entity Type Disambiguation....Pages 121-130
The Impact of Valence Shifters on Mining Implicit Economic Opinions....Pages 131-140
Entity Popularity on the Web: Correlating ANSA News and AOL Search....Pages 141-150
Using Machine Learning to Prescribe Warfarin....Pages 151-160
Single-Stacking Conformity Approach to Reliable Classification....Pages 161-170
A Relative Word-Frequency Based Method for Relevance Feedback....Pages 171-180
Sequence Detection for Adaptive Feedback Generation in an Exploratory Environment for Mathematical Generalisation....Pages 181-190
A Deep Insight in Chat Analysis: Collaboration, Evolution and Evaluation, Summarization and Search....Pages 191-200
Ontology-Based Authoring of Intelligent Model-Tracing Math Tutors....Pages 201-210
Comparative Analysis of Distributed, Default, IC, and Fuzzy ARTMAP Neural Networks for Classification of Malignant and Benign Lesions....Pages 211-220
An Adaptive Approach for Integration Analysis of Multiple Gene Expression Datasets....Pages 221-230
EVTIMA: A System for IE from Hospital Patient Records in Bulgarian....Pages 231-240
Direct Field Oriented Neural Control of a Three Phase Induction Motor....Pages 241-250
General Shape Analysis Applied to Stamps Retrieval from Scanned Documents....Pages 251-260
Selection of Foundational Ontology for Collaborative Knowledge Modeling in Healthcare Domain....Pages 261-262
Towards Ontological Blending....Pages 263-264
Integration of Ontology with Development of Personalized E-Learning Facilities for Dyslexics....Pages 265-266
A Meta Learning Approach: Classification by Cluster Analysis....Pages 267-268
Mapping Data Driven and Upper Level Ontology....Pages 269-270
Data Sample Reduction for Classification of Interval Information Using Neural Network Sensitivity Analysis....Pages 271-272
Individualized Virtual Humans for Social Skills Training....Pages 273-274
Signal Classification with Self-organizing Mixture Networks....Pages 275-276
Simulation of the Autonomous Agent Behavior by Autoregressive Models....Pages 277-278
Semi-partitioned Horn Clauses: A Tractable Logic of Types....Pages 279-280
Feed Rate Profiles Synthesis Using Genetic Algorithms....Pages 281-282
An Ontology of All of Computing: An Update on Challenges and Approaches....Pages 283-284
Back Matter....Pages -
