Agent and Multi-Agent Systems: Technologies and Applications

Name: Agent and Multi-Agent Systems: Technologies and Applications | 6th KES International Conference, KES-AMSTA 2012, Dubrovnik, Croatia, June 25-27, 2012. Proceedings
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6th KES International Conference, KES-AMSTA 2012, Dubrovnik, Croatia, June 25-27, 2012. Proceedings

Gordan Jezic Mario Kusek Ngoc Thanh Nguyen Robert J. Howlett Lakhmi C. Jain(Editor)

Springer (Publisher)

Published on 16. June 2012

XVII, 661 pages

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978-3-642-30947-2 (ISBN)

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Content

Title
Preface
Organization
Table of Contents
Keynote Lectures
Competitive Simulations: Lessons Learned from the Trading Agent Competition
Behaviour Regulation and Normative Systems
Challenges in Unmanned Systems Swarms: A Wireless, Multi-agent Distributed System Perspective
Virtual Organizations
On Mobile Target Allocation with Incomplete Information in Defensive Environments
Introduction
Related Work
Problem Formulation and Definitions
Dynamic Online Auction with Mobility
Simulation Setup and Results
Conclusions
References
Supervision of Agents Modelling Evacuation at Crisis Situations
Introduction and Preliminaries
Case Study - Evacuation of Persons from the Building
Conclusion
References
Web Service Compositions Which Emerge from Virtual Organizations with Fair Agreements
Introduction
Related Work
An Overview of MACOCO Framework
Adding Negotiation Capabilities to the MACOCO Framework
Implementation
Validation
First Experiment
Second Experiment
Conclusions
References
Knowledge and Learning Agents
Evaluation of an Intelligent Tutoring System Incorporating Learning Profile to Determine Learning Scenario
Introduction
Related Works
The Results of Experiment
Conclusion
References
Strategy-Based Learning through Communication with Humans
Introduction
State of The Art
Case Study: Smart Airport
Strategy-Based Learning
Implementation
Evaluation
Design
Results
Conclusion
References
Ontology Based Knowledge Management and Learning in Multi-Agent System
Introduction
Knowledge Ontology Based Memory Management
MAXS Platform
MAXS Learning Mechanism
Conclusions
References
Data Analysis Systems and Cognitive Modelling Processes
Introduction
Hand Bone Analysis in E-UBIAS Systems
DNA Cryptography in E-UBIAS Systems
Conclusion
References
Knowledge Agents
Path-Oriented Integration Method for Complex Trees
Introduction
Related Works
Complex Tree Integration
Complex Tree
Integration Task for CTI
Path-Oriented Integration of Complex Trees
Generalized Algorithm for Path-Oriented Integration
Algorithm Properties
Future Works
References
Integrating Quantitative Attributesin Hierarchical Clustering of Transactional Data
Introduction
Related Work
Hierarchical Clustering Adaptation
Adapting Measure for Hierarchical Clustering
Integrating Quantitative Attributes in Distance Measure Formulas
Implementation and Verification
Implementation
Referent Dataset Analysis and Results Evaluation
Conclusion
References
The MARS - A Multi-Agent Recommendation System for Games on Mobile Phones
Introduction
Related Work
A Multi-Agent System for Game Provisioning
The Model of the Recommendation System
The MARS Architecture
Gameplay Data and User Preferences Analysis for Game Recommendation
The Parameters for Analysing User's Skills
The Recommendation Algorithms
Conclusion and Future Work
References
Informativeness of Inflective Noun Bigrams in Croatian
Introduction
Related Work
Hascheck Bigram Database and Declension of Personal Names
Declension of Personal Names in Croatian
Building the Experiment Corpus
Experiments
Comparing Conditional Probabilities of Non-nominative Cases Mutually and with Conditional Probabilities of Nominative
Using Normalized Pointwise Mutual Information as Collocation Measure
Two-Sample Chi-Squared Test
Conclusion
References
Intelligent Workflow, Cloud Computing and Intelligent Systems
Multi-agent Negotiation of Virtual Machine Migration Using the Lightweight Coordination Calculus
Introduction
LCC and OpenKnowledge
Interaction Models for VM Migration
A Prototype
Evaluation
Related Work
Conclusions and Future Work
References
On-Line Communities Making Scense: A Hybrid Micro-Blogging Platform Community Analysis Framework
Introduction
Upsurge of Micro-blogging Platform
Motivation and Challenges
Related Work
Traditional SNA Aprroach
Local, Global and Score-Based Approach
Finding by Text
Proposed Hybrid Framework
Collection Layer
Classification Layer
Reasoning Layer
Evaluation
References
Measuring the Effectiveness of Throttled DataTransfers on Data-Intensive Workflows
Introduction
Related Work
Background: Petri Nets
Metric Definition
Metric Calculation
Evaluation
Conclusions
References
Goal, Video Description and Capability Ontologies for Fish4Knowledge Domain
Introduction
Related Work
Goal Ontology
Video Description Ontology
Capability Ontology
Conclusions
References
An Early Comparison of Commercial and Open-Source Cloud Platforms for Scientific Environments
Introduction
Open-Source Cloud Platforms
Commercial Cloud Platforms
Evaluation Criteria
Feature Comparison
Hypervisor Performance Comparison of Commercial/Closed and Open-Source Cloud Solutions
Notes on the Hypervisors
Simulating Scientific Workloads
Benchmark Results
Conclusion and Future Work
References
Self-organization
A Self-adaptive Multi-Agent System for Abnormal Behavior Detection in Maritime Surveillance
Introduction
Architecture of I2C Maritime Surveillance System
General Architecture of I2C
Role of the Multi-Agent System
Operative MAS to Compute Ship Behaviour
MAS Architecture
Ship-Agents in OpMAS
Parameter MAS to Self-adjust Parameters
PAMAS Agents
Tuning Parameters
Collective Learning from Past Situations
Alert Triggering Example
Individual Behavior in PAMAS
Collective Behavior in OpMAS
Conclusion
References
Control of AGVs in Decentralized Autonomous FMS Based on a Mind Model
Introduction
Mind Model
Basic Model of the Mind
Working of MUM
Incorporating MUM in AGVs
Receiving and Incorporating MUM Stimulations
Simulation Applications
Avoidance of Route Interference
Simulation Results
Conclusions
References
Developing Intelligent Surveillance Systems with an Agent Platform
Introduction
Related Work
Agent Platform Description
General Overview
Service Replication
Agent Model
Concurrent Negotiations
Experimental Results
Conclusions and Future Work
References
Agent-Based Control of Self-sustained Oscillations in Industrial Processes: A Bioreactor Case Study
Introduction
Description of the System
The MAS for the CSTB
Simulation Results
Concluding Remarks
References
ICT-Based Alternative and Augmentative Communication
Introducing Session on ICT-Based Alternative and Augmentative Communication
The Use of AAC with Young Children in Croatia- from the Speech and Language Pathologist's View
Introduction
Specific Disabilities and AAC
Key Points about Communication and Language
Case Studies - Assessment, Communicative Needs and AAC as an Intervention Method
A Child with Profound Intellectual Disabilities (Age 4.9)
A Child with Developmental Apraxia (Age 5.1)
A Boy with Severe Motor Impairments (Age 2.02)
Conclusion
References
AAC Services Development: From Usability Requirements to the Reusable Components
Introduction
Requirements Engineering for AAC
Usability Requirements Taxonomy
Requirements Interchange Format
AAC Service Example
Component-Based Software Engineering
Component-Based Software Development
Component-Based AAC Software Development
Requirements and AAC Components
Conclusion and Future Work
References
e-Accessible Service System: Calibrator and Communicator
Introduction
Description of Calibration and Communication System
System Architecture
Use Cases
AAC Calibrator
Determining Optimal Size of Symbols
Determining Appropriate Positions on the Interface
Determining Most Appropriate Symbols Gallery
Determining Optimal Contrast
AAC Communicator
Adjusting User Interface and Preferences
Case Study
Conclusion
References
Evaluation of Mainstream Tablet Devices for Symbol Based AAC Communication
Introduction
Model of Adaptable Symbol Based AAC Application for Mainstream Mobile Devices
Analysis of Dedicated AAC and Mainstream Mobile Devices
Dedicated Mobile Devices for Symbol Based AAC Use
Mainstream Mobile Devices
User Survey
Conclusion
References
Potentials of the Tangible User Interface (TUI) in Enhancing Inclusion of People with Special Needs in the ICT-Assisted Learning and e-Accessibility
Introduction
Pedagogical Approaches to Inclusion in the Mainstreaming Education for Persons with Special Needs
Computer Interfaces Used in Creation of Learning Environments
Classroom Environment
Method
System Architecture
Interactive Game Design and Development - Raindrop Catcher
Findings and Discussion
Conclusion
References
Multi-Agent Systems I
Rock Art Interpretation within Indiana MAS
Introduction
Indiana MAS and AgentSketch
Recognizing and Interpreting Rock Carvings in Indiana MAS
SRA for Sketches
SRA for Images
Interpretation as Cooperation among Holons
Conclusions and Future Work
References
A Proposed Architecture for a Fault Tolerant Multi Agents System Using Extern Agents
Introduction
The System's Architecture
The Agents' Classes
Simple Sub Goals Class
Complex Sub Goals Classes
The Extern Agents
The Controller
The Goal Agent
The Decision Function
The System's Supervisor
Existing Work
Conclusion
References
GeoHash and UUID Identifier for Multi-Agent Systems
Introduction
Motivation
Geohash
Universal Unique Identifier (UUID)
Geohash UUID (GHUUID)
GHUUID Prototype Testing Application
Conclusion
References
Multi-agent Power Management System for ZigBee Based Portable Embedded ECG Wireless Monitoring Device with LabView Application
Introduction
Implementation of Embedded Agent and Global Multi-Agent System Infrastructure
Agent and Multi-agent Power Management System
Application for Power Management
Location of Embedded Agent in Microcontroller Architecture
Conclusion and Future Work
References
Multi-Agent Systems II
A Multi-Agent System for Dynamic Integrated Process Planning and Scheduling Using Heuristics
Introduction
Description of the Dynamic IPPS Problem
The MAS-Based Dynamic IPPS Architecture
Main Function Agents
Dynamic Response
Heuristics Implementation
Experiments
Discussions and Concluding Remark
References
The Optimal Solution Attainment Rate of the Multiplexing Method
Introduction
Distributed Constraint Optimization Problems (DCOP)
Multiplex Method for Distributed Approximate Algorithms
Multiplexing Distributed Approximate Algorithms
Optimal Solution Attainment Rate and Multiplicity
Selection of Efficient Multiplicity for Calculating the Optimal Solution
Verification by an Experiment to Determine the Optimal Solution Attainment Rate
Experimental Conditions
Experimental Results
Considerations
Conclusion
References
Modeling Secure Mobile Agent Systems
Introduction
Modeling Secure Mobile Agent Systems
The MDS4MAS Meta-Model
The MDS4MAS Profile
AGLETS Specific Modeling
Validation of Our Approach
Related Work
Conclusion and Future Work
References
An Influence of Random Number Generation Function to Multiagent Systems
Introduction
Multiagent System Implementation
JADE Platform
Agents Implementation
Ontology
Simulations
Random and Pseudorandom Numbers
Attributes and Different Distributions
Simulation Results
Conclusion
References
Mental and Holonic Models
A Multi-context Representation of Mental States
Introduction
The Multi-contextual Representation of a Mental State
Languages and Semantics
Syntax
Semantics
Uncertainty and Undeterminism. Logical Consequence
Future Work
References
Epistemic Profiles and Belief Structures
Beliefs in Multiagent Systems
Structuring Beliefs
An Example
Syntax and Semantics
Pragmatics
Individual Beliefs
Group Beliefs
Feasibility of the Approach
Conclusions
References
To a Formal Modeling Approach of Error Recovery in Production Systems Based on Holonic Multi-agent Systems Specification
Introduction
Error Recovery System Context
Statement of the Problem
A Quick Overview of the Used Aspecs Process
Holarchy Design of Error Recovery System (ERS)
Formal Modeling
Verification and Validation of the Model
Conclusion
References
Holonification of a Network of Agents Based on Graph Theory
Introduction
Holonic Multi-Agent System
Holonification
Graph-Based Modelling
Holon Formation
Case Study: Urban Traffic Network
Holonification
Intra-holon Timing
Experimental Results
Conclusion and Future Works
References
Assessment Methodologies in Multi-agent and other Paradigms
Correct Speech Visemes as a Root of Total Communication Method for Deaf People
Introduction
Tool for Creating Slovak Speech Visemes
Phoneme Module
Viseme Module
Module for Facial Expression
Synchronization Module
Triphone Module
Conclusion
References
Target Depth and Metal Type Discrimination with Cost Based Probability Updating
Introduction
Current Status of the Discrimination Problem
Proposed Technique and Implementation
Automated Decision System
Cost Based Probability Updating Technique
Results and Discussion
Conclusion and Future Research
References
How to Assess Human Visual Performance on an Operational Task
Introduction
Image Enhancement
Assessment of Image Enhancement
Methodology for Assessing Human Operator Detection Performance
Description of Experiment
Performance Metrics
Significance Testing
Results from Comparison of LR and SR IR Images
Conclusions
References
Business Processing Agents
Scenario Modeling and Verification for Business Processes
Introduction
Background and Related Work
Scope and Motivation: Agents, Components and Synthesis
Triptych "Three-Fold" Model Transformation Environment
Interworking of Formal Methods for Model Transformation
Preliminary Definitions
Models and Transformations
Conclusion and Further Research Directions
References
Agent-Based Analysis and Detection of Functional Faults of Vehicle Industry Processes: A Process Mining Approach
Introduction
Diagnostic Methods Based on Comparison of Models and Logs
Comparison of Models
Comparison of Logs
Conformance Checking
Process Mining
Properties of Process Mining
Application of ProM Framework for Process Mining
The Modeling and Analysis of the Process Related to the Repairing of Motor Vehicles
Description and Modeling of Process
Examining of the Model and Log with the Help of Existing Framework
Agent Development for the Analysis of the Auto Repair Process
Conclusion
References
Diverse Sentiment Comparison of News Websites over Time
Introduction
Sentiment Dimension Design
Data Collection
Statistical Analysis
Clustering Analysis
Sentiment Dimension Determination
Sentiment Dictionary Construction
System's Offline Processing
System's Online Processing
Extracting the Topic and the Sentiment of the Target Article
Presenting Sentiment Variation Inside the Target Website
Presenting Sentiment Correlation between Websites
Evaluation and Observation
Evaluation on Sentiment Extraction Accuracy
Observation on Sentiment Tendencies
Related Work
Conclusion
References
Evolution of Extensible Java EE-Based Agent Framework
Introduction
Related Work
The $XJAF$ Architecture
Example: $Factorial$ Agent
Recent Improvements of the Architecture
Conclusion and Future Work
References
Doctoral Track
Forecasting Consumer Interest in New Services Using Semantic-Aware Prediction Model: The Case of YouTube Clip Popularity
Introduction
Related Work
Service Growth Models
Semantic Service Profiling
Service Modelling System
System Architecture
Proof-of-Concept Scenario: Calculating a Growth Model for a Newly Introduced YouTube Clip
Conclusion and Future Work
References
Comparing Different Overlay Topologies and Metrics in Pulse-Coupled Multi-Agent Systems
Introduction
The Pulse-Coupled Oscillators Model
Uncoupled Oscillator
Two Coupled Oscillators
Related Work
Overlay Network Topologies
$Credibility$ Measures
The Simulation of Time Synchronization in the MAS
Simulation Rules
Simulation Parameters
Evaluation Criteria
Simulation Results
Conclusions and Future Work
References
Network-Centric Operations in Machine-to-Machine Networks
Introduction
M2M Standardization Efforts
M2M Network Architecture Considerations
ETSI Architecture Standardization Approach
3GPP Architecture Standardization Approach
Network-Centric Approach in M2M Networks
Network-Centric Operations
Network-Centric Operations in M2M Networks
Case study: M2M E-Health Scenario
Conclusion
References
TRUMAS 2012 (First International Workshop on Trustworthy Multi Agent Systems)
Deployment of Trust Management System in Environment of e-Commerce
Introduction
Related Work
Methods
Formalization of E-commerce Environment
Investment Game
Scenarios
Results
The First Experiment
The Second Experiment
Discussion
References
SAT-Based Bounded Model Checking for Deontic Interleaved Interpreted Systems
Introduction
Preliminaries
SAT-Based BMC for Rtectlkd
Experimental Results
References
A Concept for Testing Robustness and Safety of the Context-Aware Behaviour of Autonomous Systems
Introduction
Testing Approach
Formalizing Application Requirements
Context Modelling
Scenario Modelling
Generating Test Data
Evaluation of Test Results and Coverage
Summary and Future Work
References
Two Approaches to Bounded Model Checking for Linear Time Logic withKnowledge
Introduction
Interleaved Interpreted Systems and LTLK
BMC for ELTLK
Experimental Results and Final Remarks
References
Modelling Trusted Web Applications
Introduction
Background
The Use of Formal Methods for Modelling of Trusted and Secure MAS
SPIN and Promela
Modelling of Navigation Properties
Adding Realism to Our Model
Related Work
References
Modelling and Analysis of Dynamic Reconfiguration in BP-Calculus
Introduction
The BP-Calculus and the BP-Logic
Handlers Semantics
The BP-Logic
Formalizing Dynamic Reconfiguration
Dynamic Reconfiguration
Expressing Requirements
The Case Study
Dynamic Reconfiguration of Office Workflow
The Model in BP-Calculus
Formalizing Requirements
Discussion and Future Work
References
Conversational Agents and Agent Teams
Deciding Roles for Efficient Team Formation by Parameter Learning
Introduction
Related Work
Models and Problem Description
Agents and Tasks
Team Formation
Task Set for Execution
Proposed Learning for Team Formation
Degree of Greediness
Expected Ratio of Team Solicitation Acceptance
Expected Member Utility Division Ratio
Role Selection
Experimental Evaluation
Experimental Settings
Experimental Results
Concluding Remarks
Conclusion
References
On the Tight Formation for Multi-agent Dynamical Systems
Introduction
Preliminaries and Prerequisites
System Description
Collision Avoidance Formulation
The Configuration of Multi-agent Formations
Minimal Configuration of the Multi-agent Formation - Off-Line
Task Assignment Formulation - On-Line
Receding Horizon Optimization Problem
Illustrative Example
Conclusions
References
Dynamic Customization of a Remote Conversation Support System: Agent-Based Approach
Introduction
Related Works
Remote Conversation Support System
Overview
Gadget-Based Customization
Agent-Based Approach
Types of Agents
Interaction Protocol for Gadget Selection
Forming Proposals
Examples of Agent Negotiation
Example of Selecting a Gadget Based on the Usage History
Example of Selecting a Gadget Based on Gadget's Tags
Conclusion
References
Digital Economy
Developing Agile Supply Chains - System Model, Algorithms, Applications
Introduction
Developing Agile Supply Chains - Four Stages of Supply Chain Integration According to Stevens
Developing Agile Supply Chains - Three Stages of ASC
Agile Supply Chains - Model of Electronic Freight and Warehouse Exchanges
Agile Supply Chains - Decision Supporting
Agile Supply Chains - Optimization Algorithms and Applications: Agile Combined Transportation System
Conclusion
References
Standards for Transport Data Exchange in the Supply Chain - Pilot Studies
Introduction
Data Standards as the Basis of Cooperation between Partners
Results of Research on the Use of Transport Information Standards in Supply Chain Enterprises
Conclusions
References
Smooth Component Analysis and MSE Decomposition for Ensemble Methods
Introduction
Prediction Results Model
Destructive Components Identification
Practical Experiment
Conclusions
References
Discussion of the Competence Management Models for Education Context
Introduction
The Competence Management Issue
Proposed Models for Competence Management
Approach Description
Models for Competence Management
Generalization Model
Conclusion
References
Materials Management in Recovery Network: Integration of Distributed Data Sources
Introduction
Cooperation in Recovery Network
Electronic Equipment Sector
Requirements for Integration Platform
Conclusions
References
Optimization of Supply Chain via Reduction of Complaints Ratio
Introduction
Distribution with Complaints - The Network Model
Simulation Experiments
Conclusion and Future Work
References
Multi-Agent Systems in Distributed Environments
Multi-Agent Systems in Distributed Computation
Introduction
Distributed Computation
Multi-Agent Systems
Multi-Agent Systems in Distributed Computation
Case Study
Conclusion
References
Effective Graph Representation for Agent-Based Distributed Computing
Introduction
Related Work - Replicated Complementary Graphs
Slashed Form of Centralized Graph
Incorporate Procedure for Slashed Representation
Tests - Comparing Performances
Discussion
Conclusions
References
Multi-agent Based Software Licensing Model for Embedded Systems
Introduction
XTEA Cipher as an Encryption Algorithm
Licensing Model for Embedded System
Using Multi-Agent Architecture in Software Licensing
Licensing Agent - Embedded System
License Distribution Agent - License Server
Implementation and Testing of the Licensing Agent
Conclusion
References
Author Index

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Agent and Multi-Agent Systems: Technologies and Applications

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