Artificial Intelligence: Methodology, Systems, and Applications: 11th International Conference, AIMSA 2004, Varna, Bulgaria, September 2-4, 2004. Proceedings

Patryk Burek (auth.), Christoph Bussler, Dieter Fensel (eds.)9780415969222, 0415969220

The 11th Conference “Artificial Intelligence: Methodology, Systems, Applications – Semantic Web Challenges” (AIMSA 2004) continued successfully pursuing the main aim of the AIMSA series of conferences – to foster the multidisciplinary community of artificial intelligence researchers, embracing both the theoretic underpinnings of the field and the practical issues involved in development, deployment, and maintenance of systems with intelligent behavior. Since the first conference in 1984 AIMSA has provided an ideal forum for international scientific exchange between Central/Eastern Europe and the rest of the world and it is even more important nowadays in the uni- ing Europe. The current AIMSA edition is focused on Semantic Web methods and technologies. The Internet is changing the everyday services landscape, and the way we do things in almost every domain of our life. Web services are rapidly becoming the enabling technology of today’s e-business and e-commerce systems, and will soon transform the Web as it is now into a distributed computation and application framework. The emerging Semantic Web paradigm promises to annotate Web artefacts to enable automated reasoning about them. When applied to e-services, the paradigm hopes to provide substantial automation for activities such as discovery, invocation, assembly, and monitoring of e-services. One hundred and seventy-six interesting papers were submitted to the conference.

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Table of contents :
Front Matter….Pages –
Adoption of the Classical Theory of Definition to Ontology Modeling….Pages 1-10
An Approach to Evaluate Existing Ontologies for Indexing a Document Corpus….Pages 11-21
Capturing Semantics Towards Automatic Coordination of Domain Ontologies….Pages 22-32
Towards a Semantic Representation of Documents by Ontology-Document Mapping….Pages 33-43
Using an Aligned Ontology to Process User Queries….Pages 44-53
An Experiment on Modelling Agents and Knowledge for the Semantic Web….Pages 54-64
Automatic Creation and Monitoring of Semantic Metadata in a Dynamic Knowledge Portal….Pages 65-74
Coordinating Semantic Peers….Pages 75-84
Identification of Communities of Peers by Trust and Reputation….Pages 85-95
Integration of B2B Logistics Using Semantic Web Services….Pages 96-105
Planning and Monitoring Web Service Composition….Pages 106-115
A Logic of Inequalities….Pages 116-125
Exploiting the Constrainedness in Constraint Satisfaction Problems….Pages 126-136
Orthogonal Operators for User-Defined Symbolic Periodicities….Pages 137-147
Solving Constraints Between Lines in Euclidean Geometry….Pages 148-157
An Oracle Based Meta-learner for Function Decomposition….Pages 158-167
Bagged Voting Ensembles….Pages 168-177
Cluster Validation for High-Dimensional Datasets….Pages 178-187
Emergent behaviours based on episodic encoding and familiarity driven retrieval….Pages 188-197
Increasing the Classification Accuracy of Simple Bayesian Classifier….Pages 198-207
Outlier Detecting in Fuzzy Switching Regression Models….Pages 208-215
PubMiner: Machine Learning-Based Text Mining System for Biomedical Information Mining….Pages 216-225
Advances in Profile Assisted Voicemail Management….Pages 226-235
Computing Speech Acts….Pages 236-245
High Performance Part-of-Speech Tagging of Bulgarian….Pages 246-255
The Definite Article of Bulgarian Adjectives and Numerals in DATR….Pages 256-266
Towards a Better Understanding of the Language Content in the Semantic Web….Pages 267-276
A Study on Neural Networks and Fuzzy Inference Systems for Transient Data….Pages 277-284
Automatic Design of Hierarchical TS-FS Model Using Ant Programming and PSO Algorithm….Pages 285-294
Forecasting Stock Price by SVMs Regression….Pages 295-303
Harmonic Detection Using Neural Networks with Conjugate Gradient Algorithm….Pages 304-311
Neural Model of Osmotic Dehydration Kinetics of Fruits Cubes….Pages 312-320
Robust and Adaptive Load Frequency Control of Multi-area Power Networks with System Parametric Uncertainties Using Temporal Difference Based MLP Neural Networks….Pages 321-330
Rule Based Neural Networks Construction for Handwritten Arabic City-Names Recognition….Pages 331-340
A generic E-learning Engineering Framework Embracing the Semantic Web….Pages 341-350
An Integrated Environment for Building Distributed Multi-agent Educational Applications….Pages 351-360
A Tutoring System Supporting Experimentation with Virtual Macroeconomic Environments….Pages 361-370
An Agent Based Approach for Migrating Web Services to Semantic Web Services….Pages 371-380
Constructing a BDI Agent to Deploy in an Interactive Computer Game Environment….Pages 381-388
Learning Obstacle Avoidance Behavior Using Multi-agent Learning with Fuzzy States….Pages 389-398
Towards Well-Defined Multi-agent Reinforcement Learning….Pages 399-408
Variant Extensions to Prove MAS Behaviours….Pages 409-419
Arabic Words Recognition with Classifiers Combination: An Application to Literal Amounts….Pages 420-429
Curved Segmentation Path Construction for Unconstrained Handwritten Hangul Segmentation….Pages 430-437
Efficient Segmentation Path Generation for Unconstrained Handwritten Hangul Character….Pages 438-446
Designing Hybrid Cooperations with a Component Language for Solving Optimisation Problems….Pages 447-458
Multicriteria Optimization in CSPs : Foundations and Distributed Solving Approach….Pages 459-468
Nonlinear H  ∞  State Feedback Control of Rigid Robot Manipulators….Pages 469-479
Qualitative Model of Decision Making….Pages 480-489
Information Retrieval Model Based on User Profile….Pages 490-499
Schema Matching in GIS….Pages 500-509
The Web as an Autobiographical Agent….Pages 510-519
Back Matter….Pages –