Information and Software Technologies

Name: Information and Software Technologies | 21st International Conference, ICIST 2015, Druskininkai, Lithuania, October 15-16, 2015, Proceedings
Brand: Springer
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21st International Conference, ICIST 2015, Druskininkai, Lithuania, October 15-16, 2015, Proceedings

Giedre Dregvaite Robertas Damasevicius(Editor)

Springer (Publisher)

Published on 13. October 2015

XVII, 616 pages

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978-3-319-24770-0 (ISBN)

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Content

Intro
Preface
Organization
Contents
Information Systems
A System for Uncovering Latent Connectivity of Health Care Providers in Online Reviews
Abstract
1 Introduction
2 Related Work
2.1 Recognition of Named Entities
2.2 Disambiguation of Named Entities
3 Discovering Latent Connections
3.1 System Design
3.2 Data Acquisition and Preprocessing
3.3 Named Entity Recognition
3.4 Disambiguation
4 Evaluation
4.1 Methodology
4.2 Results
5 Conclusion and Outlook
References
Business Intelligence Application for Analyses of Stress Potential Zones in the Population Doing Sports
Abstract
1 Introduction
2 Theoretical Basis
2.1 Mental and Physical Heath
2.2 Frustration Tolerance
2.3 Dealing with Stress
2.4 Psychosomatic Symptoms
3 Methodology
3.1 Method of Research and a Group of Respondents
3.2 Group of Respondents
3.3 Procedure of Conducting the Research
3.4 Characteristics of Stress Potential Zones
4 Results
4.1 Zones of Stress Potential
4.2 Frustration Tolerance
4.3 Handling Stress
4.4 Psychosomatic Symptoms
5 Application for Independent Testing
6 Conclusion
References
Application of ISO 13606 Archetypes for an Integration of Hospital and Laboratory Information Systems
Abstract
1 Introduction
2 Methods
3 Results
4 Conclusion
5 Discussion
References
Using Semi-automated Approach for Mapping Local Russian Laboratory Terms to LOINC
Abstract
1 Introduction
2 Methods
3 Results
4 Discussion
5 Conclusion
References
Automation of Colorblindness Detection in Computer-Based Screening Test
Abstract
1 Introduction
2 Overview of Currently Used Colorblindness Detection Methods
3 Setting the Experiment
3.1 Previous Attempts
3.2 Technical Background
3.3 Color Schemes
3.4 Experiment Setup
4 Experiment Results and Analysis
5 Conclusions
References
GMM-Based Molecular Serum Profiling Framework
Abstract
1 Introduction
2 Maldi-ToF Mass Spectra Analysis
3 Applied Methods
4 Applied Analysis Procedure
4.1 Data Preparation
4.2 Data Pre-processing
4.3 Peaks Identification
4.4 Statistical Analysis
5 Results
6 Conclusions
References
Energy Efficient Method for Motor Imagery Data Compression
Abstract
1 Introduction
2 Related Works
3 Material and Method
3.1 Discrete Cosine Transform
3.2 Experimental Set-up for Data Acquisition
3.3 Evaluation Parameters
3.4 The Method
4 Results and Discussion
5 Conclusions
References
Comparison of Feature Extraction Methods for EEG BCI Classification
Abstract
1 Introduction
2 Techniques for Feature Extraction
2.1 Signal Power Features
2.2 Band Power Features
2.3 Time Domain Parameters
2.4 Teager-Kaiser Energy Operator (TKEO)
2.5 Channel Difference Method
2.6 CSP Preprocessing
3 Methods for Classification
3.1 Linear and Quadratic Discriminant Analysis
3.2 Support Vector Machine (SVM)
3.3 k-Nearest Neighbors
4 Data Selection and Experiment
4.1 Evaluation Procedure
4.2 BCI IV 2a Dataset
4.3 Accuracy Calculation
5 Results
6 Conclusion
References
Best Practices for e-Learning in On-Campus and Distance Education - A Case Study of Karlstad University
Abstract
1 Introduction
2 Different Types of Teaching Methods
2.1 On Campus Education
2.2 Distance Education
2.3 Blended and Flexible Learning
3 Research Method
4 The Use of e-Learning at KAU IS - from Campus Courses to Flexible and Blended Learning Courses
4.1 e-Learning in on Campus Education at KAU IS
4.2 E-Learning in Distance Education at KAU IS
4.3 Blended and Flexible Learning at KAU IS
4.4 Student Statistics in Different Learning Approaches
5 Advantages, Disadvantages and Best Practices
6 Conclusion
References
Information System of Students' Knowledge Test Control
Abstract
1 Introduction
2 Related Work
3 Research Goals
4 Model of Test Control Systems
4.1 Conceptual Model of Information System
4.2 Model of IS
4.3 Database
5 The Random Number Generator
6 Testing System Realization
7 Conclusions and Future Work
References
CVLA: Integrating Multiple Analytics Techniques in a Custom Moodle Report
Abstract
1 Introduction
2 Background
3 Approach
4 System Architecture
5 CVLA Implemented Scenarios
5.1 Social Network Analysis
5.2 Predicting Assignment Submission
5.3 Central Panel
6 Discussions
7 Conclusions
References
The Value of Video Lectures in the Classroom - UPT Study Case
Abstract
1 Introduction
1.1 Background Information
1.2 Literature Approaches - Related Work
2 Research Questions
3 Video Lectures Design
4 Study Findings
4.1 Factors Related to Evaluations Results
4.2 Factors Related to Print
4.3 Factors Related to Video Style, Interactivity and Length
5 Discussions and Conclusions
References
An Ontology Oriented Approach for E-Learning Objects Design and Improvement
Abstract
1 Introduction
2 Research Methodology
3 Related Works
4 Design and Implementation
4.1 Ontological Generalization and Specialization of Concepts
4.2 Ontological Correlation Between the Several Different Learning Objects and Repositories
4.3 Improvement LO Based on Semantic Web Technologies
5 Experimental Results on Ontology Oriented Approach for LO Improvement or Design
6 Conclusions
References
The LO Sequencing Problem and Its Solution Using Meta-Programming-Based Approach
Abstract
1 Introduction
2 Related Work
3 LOs Sequencing Specification and Formalization
4 Meta-Programming-Based Approach to Generate LOs Sequences
5 Case Study: LOs Sequencing in CS Education
6 Discussion and Conclusion
References
Business Intelligence for Information and Software Systems
A Strategy Map of Tacit Knowledge for Manufacturing Companies. An Empirical Study
Abstract
1 Introduction
2 Theoretical Background
3 Research Methodology and Research Results
4 Conclusions
References
Rule-Based Table Analysis and Interpretation
1 Introduction
2 Related Work
3 Tabular Data Facts
4 CRL Rules
4.1 Conditions
4.2 Consequences
5 Applying CRL
5.1 Marking, Creating, Grouping, and Categorizing
5.2 Processing Multi-valued Cells and Footnotes
6 Conclusions
References
The Forecasting of the Daily Heat Demand of the Public Sector Buildings with District Heating
Abstract
1 Introduction
2 Related Work
3 The Functional Model for Forecasting
4 The Model of the Neural Network for the Daily Heat Energy Demand Forecasting
5 The Architecture of the Forecasting Subsystem
6 Conclusion
References
Implementation of the AHP Method in ERP-Based Decision Support Systems for a New Product Development
Abstract
1 Introduction
2 The Analytic Hierarchy Process
3 The Hierarchical Structure of the New Product Selection Problem
4 A Model of the Comparison of a New Product Based on the PLM System and ERP Data
5 Conclusions
References
HYRE-ME -- Hybrid Architecture for Recommendation and Matchmaking in Employment
Abstract
1 Introduction
2 Related Work
2.1 A Recommender System for Job Seeking and Recruiting Website [5]
2.2 The Zen of Multidisciplinary Team Recommendation [2]
2.3 Reciprocal Recommendation Algorithm for the Field of Recruitment [15]
3 Concept and Architecture
3.1 RDB (Relational Database)
3.2 Interface
3.3 Triple Store
3.4 Recommendation Engine
4 Recommender System Algorithms
4.1 Singular Entity Recommendations
4.2 Team Recommendations
5 Testing and Validation
5.1 Recommendation Speed
5.2 Precision
5.3 Validation Scenario
6 Conclusions and Future Work
Acknowledgements
References
Perceived Benefits, Risks and Trust on Online Shopping Festival
Abstract
1 Introduction
2 Research Methodology
3 Data Analysis and Findings
3.1 Descriptive Statistics
3.2 Preliminary Analysis
3.3 Correlation
3.4 Regression Analysis
4 Discussion
5 Conclusions
References
Agent-Based Modelling and Simulations as an Integral Functionality of the Business Intelligence Fram ...
Abstract
1 Introduction
2 AB Modelling and Simulation in the Business Environment
3 Demonstration Settings: Using Broker Agent as a Part of BI Functionality
4 Further Research
5 Conclusions
References
Risks and Benefits of Cloud Business Intelligence
Abstract
1 Introduction
2 Methods
3 Benefits of Using Cloud BI
4 Risks of Using Cloud BI
5 Decision Making Criteria for Cloud Computing
6 Discussion
7 Conclusion
References
Enterprise Resource Planning Systems as a Support Tool of Increasing of Performance of the Company
Abstract
1 Introduction
2 Methodology
3 Enterprise Resource Planning Systems
3.1 Requirements for an ERP System
3.2 Risks Associated with the Implementation of ERP Systems
3.3 SAP Enterprise Resource Planning System
4 Results of the Survey
5 Discussion
6 Conclusion
Acknowledgement
References
The Emergence of Public Intelligence: Penetration of Business Intelligence into the Public Administr ...
Abstract
1 Introduction
2 Big Data as an Enabler
3 The Case Study
3.1 Problems in Public Administration in the Czech Republic
3.2 Business Intelligence in Public Environment: Public Intelligence
3.3 Potential of BI Introduction in the Czech Public Administration
3.4 Limitations and Further Research
4 Conclusions
References
Software Engineering
The Theoretical Connections Between Agile Software Development and Innovative Climate
Abstract
1 Introduction
2 Literature Review
2.1 Agile Software Development
2.2 Innovations and Innovation Climate Factors
3 Methods
4 Results
5 Discussion
5.1 Principles and Practices with Positive Effect on Innovation
5.2 Negatively Affecting Agile Principles and Practices
5.3 Innovation Factors not Related to Agile Principles and Practices
5.4 Other Notable Findings
5.5 Limitations and Further Studies
6 Conclusion
Acknowledgment
References
Inheritance in Object-Oriented Knowledge Representation
1 Introduction
2 Inheritance in Object-Oriented Programming
2.1 Single Inheritance
2.2 Multiple Inheritance
3 Object-Oriented Knowledge Representation
3.1 Frames
3.2 Problem of Exceptions
3.3 Problem of Redundancy
3.4 Problem of Ambiguity
3.5 Object-Oriented Dynamic Networks
4 Object-Oriented Representation of Fuzzy Knowledge
4.1 Fuzzy Frames
4.2 Fuzzy Object-Oriented Dynamic Networks
5 Types of Inheritance
5.1 Single Inheritance
5.2 Multiple Inheritance
5.3 Special Cases
6 Conclusions
References
QoS-Based Web Services Composition Optimization with an Extended Bat Inspired Algorithm
1 Introduction
2 Background
2.1 Web Services Composition
2.2 Web Services Composition Optimization
2.3 Bat Inspired Algorithm
3 QoS Based Optimization
4 Problem Formulation
5 Proposed Approach
5.1 Schema of the Proposed Approach
5.2 Representation of Solutions
5.3 The Extended Bat Inspired Algorithm for the Web Services Composition Optimization
6 Prototype and Experimentation
6.1 Case Study and Experiments
6.2 Results and Discussion
7 Conclusion and Perspectives
References
Automated Distribution of Software to Multi-core Hardware in Model Based Embedded Systems Development
1 Introduction
2 Related Work
3 Concept for an Automated Mapping
4 Automated and Seamless Software-Mapping Approach
4.1 Cycle Dissolution
4.2 Deriving the Application Deadline
4.3 Switching Capacitance per Processor Cycle
4.4 Adaptated ILP Formulation
5 Experimental Results
6 Conclusion and Future Outlook
References
Risk Evaluation: The Paradigm and Tools
Abstract
1 Introduction, Related Works and Motivation
2 Risk Paradigm
2.1 Approach
2.2 Definition
2.3 Control
3 Risk Evaluation
3.1 On Risk Analysis Tools
3.2 ``Home-Made'' Tools
4 Risk Measurement Module
4.1 Generalized Structure
4.2 Experimental Case
5 Future Tendencies
6 Final Remarks
Acknowledgments
References
Weighted Classification Error Rate Estimator for the Euclidean Distance Classifier
Abstract
1 Introduction
2 Methods Investigated
2.1 Basic Definitions
2.2 Euclidean Distance Classifier
2.3 Resubstitution
2.4 Cross-Validation
2.5 Bootstrap
2.6 D-Method
3 Proposed Method
3.1 Basic Expressions
3.2 Proposed Method
4 Simulation Study
4.1 Experimental Setup
4.2 Simulation Based on Synthetic Data
4.3 Simulation Based on Real Data
5 Conclusion
References
Application of Intelligent Algorithm to Solve the Fractional Heat Conduction Inverse Problem
Abstract
1 Introduction
2 Formulation of the Problem
3 Method of Solving
4 Experimental Results
5 Conclusions
References
Intelligent System for Detection of Breathing Disorders
Abstract
1 Introduction
2 Diagnostic Intelligent System
3 Mathematical Models
4 Experimental Research
5 Summary
References
Is the Colony of Ants Able to Recognize Graphic Objects?
Abstract
1 Introduction
1.1 Related Works
2 Toward Novel Image Recognition
2.1 Image Filtering
2.2 Artificial Ant Colony Algorithm
2.3 Feature Extraction Method Based on Dedicated Filtering and AACA
3 Experiments
3.1 Conclusion
4 Final Remarks
References
An Object-Oriented Neural Network Toolbox Based on Design Patterns
Abstract
1 Introduction
2 Neural Networks
3 The Developed Toolbox
4 Details of Classes
4.1 Class Layer
4.2 Class TransferFunc
4.3 Class Topology
5 Details of Design Patterns
5.1 Factory Method
5.2 Decorator
5.3 Bridge
6 Related Works
7 Conclusion
Bibliography
Rough Deep Belief Network - Application to Incomplete Handwritten Digits Pattern Classification
1 Introduction
2 Deep Belief Network Architecture
3 Rough Deep Belief Network
4 The MNIST Database of Handwritten Digits
5 Implementation and Experimental Results
6 Conclusions and Future Work
References
Information Technology Applications
Problems of Authorship Identification of the National Language Electronic Discourse
Abstract
1 Introduction
2 Challenges of Authorship Identification in Electronic Discourse
2.1 Linguistic Properties of Electronic Communications
2.2 Recognition of Parts of Language
2.3 Cross-Language Authorship Identification
2.4 Curse of Dimensionality
2.5 Attacks Against Author Identification
3 Authorship Identification Methods in English Language
3.1 Feature Selection
3.2 Conversion of Text into Numerical Features
3.3 Feature Reduction
3.4 Classification Based Authorship Attribution
3.5 Similarity Based Methods
3.6 Compression Based Methods
3.7 Visualization-Based Authorship Attribution
3.8 Function Words
3.9 Misspellings
3.10 Modelling Texts as Networks
3.11 Computational Topology of Text
4 Authorship Identification Methods in National Language
4.1 Romance Languages
4.2 Germanic Languages
4.3 Slavic Languages
4.4 Baltic Languages
5 Requirements for Forensic Authorship Identification Systems
6 Conclusions
References
Authorship Attribution of Internet Comments with Thousand Candidate Authors
Abstract
1 Introduction
2 Related Works
3 Methodology
3.1 The Corpus
3.2 Formal Description of the Task
3.3 Similarity-Based Method
3.4 Main Research Directions
4 Experiments and Results
5 Discussion
6 Conclusions and Future Work
References
Lithuanian Digits Recognition by Using Hybrid Approach by Combining Lithuanian Google Recognizer and Some Foreign Language Recognizers
Abstract
1 Introduction
2 Architecture of Hybrid Speech Recognition System
3 Foreign Language Speech Recognizers
4 Google Recognizer for Lithuanian Language
5 Hybrid Speech Recognition System Experimental Evaluation
6 Conclusions
References
Text Predictor for Lithuanian Language
Abstract
1 Introduction
2 Text Predictor System
3 Presage Architecture
4 Multifunctional User Interface Integration
5 Model Training
6 Results
7 Conclusions
References
Towards a Formal Model of Language Networks
1 Introduction
2 Formal Model
2.1 Interpretation of MLN
3 Diagnostics in MLN Model
3.1 The Network Structure Analysis
3.2 Experiments and Results
4 Conclusions and Future Work
References
First Steps in Automatic Anaphora Resolution in Lithuanian Language Based on Morphological Annotations and Named Entity Recognition
Abstract
1 Introduction
2 Semantic Search Framework for Lithuanian Internet Corpus
3 Anaphora Resolution Approaches in Other Languages
4 Taxonomy of Anaphoric Expressions in Lithuanian Language
5 Anaphora Resolution Algorithm Based on Morphological Annotations and Named Entity Recognition
6 Experimental Evaluation of the Anaphora Resolution Algorithm
7 Conclusions and Future Works
References
LDA and LSI as a Dimensionality Reduction Method in Arabic Document Classification
Abstract
1 Introduction
2 Related Work
3 Latent Dirichlet Allocation
4 Evaluation of LDA and LSI as a Dimensionality Reduction Method
4.1 Pre-processing Step
4.2 Document Sets
5 Conclusion
References
Identifying Road Artefacts with Mobile Devices
1 Introduction
2 Monitoring Road Artefacts
3 The Software Solution
3.1 User Interface
3.2 Data Acquisition
4 Road Artefacts Study of the Calibration Experiment
5 Road Artefacts Study - The Experiment
6 Summary and Future Work
References
The Use of Steganography to Control Multimedia Players
Abstract
1 Introduction
2 Control Data Attachment
3 Marker Detection
4 Marker Construction in the SPCv1 Method
5 Multimedia Player Control
6 Multimedia Signal Processing
7 Conclusion
References
AeroFX - Native Themes for JavaFX
1 Introduction
2 Problem Statement
3 Related Work
3.1 State of Research
3.2 JavaFX-Native-Themes
3.3 JMetro
3.4 AquaFX
4 Background
4.1 JavaFX
4.2 The Design of AeroFX
5 Case Study
6 Conclusion and Future Works
References
Haar Wavelet-Based Approach to Locating Defects in Texture Images
Abstract
1 Introduction
2 A New Parameterized Defect Detection System for Texture Images
3 Locating Surface Defects in Texture Images
4 Experimental Analysis Results
5 Conclusion
References
From UML Statecharts to LOTOS Expressions Using Graph Transformation
Abstract
1 Introduction
2 Related Work
3 Background
3.1 UML Statechart
3.2 Lotos
3.3 Graph Grammar and AToM3
4 Overview of the Transformation Rules
5 The Proposed Approach
5.1 Meta-Modeling of UML Statechart and FSM Model
5.2 Graph Transformation Grammars
6 Example
7 Conclusion
References
The Testing Method Based on Image Analysis for Automated Detection of UI Defects Intended for Mobile Applications
Abstract
1 Introduction
2 Mobile Software Testing Challenges
3 Related Work
4 User Interface Visual Defects
5 User Interface Defects Detection Method
5.1 Model Extraction
5.2 Navigation Paths Extraction
5.3 Test Data Generation
5.4 Tests Execution on Each Device
5.5 Defects Analysis from Captured Screenshots
6 Proposed Solution Testing Execution Framework
7 Example
8 Conclusions and Future Work
References
Predicting Defect Prone Modules in Web Applications
1 Introduction
2 Related Work
3 Web Metrics
3.1 Web Applications
3.2 Faults in Web Applications
3.3 Proposed Metrics
4 Methodology
4.1 Dataset
4.2 Data Extraction
4.3 Defect Prediction Model
4.4 Performance Measures
5 Results
6 Threats to Validity
7 Conclusion
References
Dynamic Analysis of 4-Node Degenerated Shell Element with Updated Thickness
Abstract
1 Introduction
2 4-Node Degenerated Shell Element
2.1 Transformation to Local Coordinates
2.2 Shell Formulation
2.3 Rigid Link Correction for the Warped Shell Element
3 Updated Lagrangian Formulation in FEM Dynamic Analysis
3.1 Explicit Analysis
3.2 Implicit Integration Scheme
4 Numerical Examples
4.1 Tensioned Beam
4.2 Fixed Beam with Central Load
4.3 Pinched Cylinder with End Diaphragms
5 Conclusions
References
Obtaining Dispersion Curves of Damped Waves by Employing Semi Analytical Finite Element Formulation
Abstract
1 Introduction
2 Derivation the Governing Equation
3 Results
4 Conclusions
References
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Information and Software Technologies

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