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Information Systems Architecture and Technology: Proceedings of 39th International Conference on Information Systems Architecture and Technology - ISAT 2018

Name: Information Systems Architecture and Technology: Proceedings of 39th International Conference on Information Systems Architecture and Technology - ISAT 2018 | Part III
Brand: Springer
Price: 149.79 EUR
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Part III

Zofia Wilimowska Leszek Borzemski Jerzy Swiatek(Editor)

Springer (Publisher)

1st Edition

Published on 27. August 2018

XVI, 428 pages

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978-3-319-99993-7 (ISBN)

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This three-volume set of books highlights major advances in the development of concepts and techniques in the area of new technologies and architectures of contemporary information systems. Further, it helps readers solve specific research and analytical problems and glean useful knowledge and business value from the data. Each chapter provides an analysis of a specific technical problem, followed by a numerical analysis, simulation and implementation of the solution to the real-life problem.

Managing an organisation, especially in today's rapidly changing circumstances, is a very complex process. Increased competition in the marketplace, especially as a result of the massive and successful entry of foreign businesses into domestic markets, changes in consumer behaviour, and broader access to new technologies and information, calls for organisational restructuring and the introduction and modification of management methods using the latest advances in science. This situation has prompted many decision-making bodies to introduce computer modelling of organisation management systems.

The three books present the peer-reviewed proceedings of the 39th International Conference "Information Systems Architecture and Technology" (ISAT), held on September 16-18, 2018 in Nysa, Poland. The conference was organised by the Computer Science and Management Systems Departments, Faculty of Computer Science and Management, Wroclaw University of Technology and Sciences and University of Applied Sciences in Nysa, Poland. The papers have been grouped into three major parts:

Part I -discusses topics including but not limited to Artificial Intelligence Methods, Knowledge Discovery and Data Mining, Big Data, Knowledge Based Management, Internet of Things, Cloud Computing and High Performance Computing, Distributed Computer Systems, Content Delivery Networks, and Service Oriented Computing.

Part II -addresses topics including but not limited to System Modelling for Control, Recognition and Decision Support, Mathematical Modelling in Computer System Design, Service Oriented Systems and Cloud Computing, and Complex Process Modelling.

Part III -focuses on topics including but not limited to Knowledge Based Management, Modelling of Financial and Investment Decisions, Modelling of Managerial Decisions, Production Systems Management and Maintenance, Risk Management, Small Business Management, and Theories and Models of Innovation.

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Content

Intro
Preface
ISAT 2018 Conference Organization
General Chair
Program Co-chairs
Local Organizing Committee
International Program Committee
ISAT 2018 Reviewers
ISAT 2018 Keynote Speaker
Contents
Models of Financial and Investment Decisions
Relations Between the Use of Modern Technology and the Financial Results of the Financial Service Sector in Poland
Abstract
1 Introduction
2 Modern Technological Solutions and Automation of Financial and Accounting Processes Making an Impact on the Profitability of the Sector of Modern Business Services
3 The Empirical Results
4 Concluding Remarks
References
Internet sources
Modeling Investment Decisions in the System of Sustainable Financing
Abstract
1 Introduction
2 Methods
3 Results
References
Efficiency of Gradient Boosting Decision Trees Technique in Polish Companies' Bankruptcy Prediction
Abstract
1 Introduction
1.1 A Subsection Sample
2 Related Works
3 Research Method
4 Model Training Results
5 Concluding Remarks
References
Economic Determinants of the Effectiveness of Polish Enterprises
Abstract
1 Introduction
2 Determinants of the Company's Efficiency
3 Measures for Assessing the Economic Effectiveness of Enterprises
4 The Impact of Economic Determinants on the Effectiveness of Enterprises in Poland
4.1 The Impact of Efficiency Determinants on Return on Equity
4.2 The Impact of Efficiency Determinants on the Ratio Determining the Value of Profit Per One Share
4.3 Summary
References
Intellectual Resources in Polish Enterprises in the SME Sector - Analysis of the Obtained Research Results
Abstract
1 Introduction
2 Concept of Intellectual Resources
3 Intellectual Resources in Polish Enterprises of the SME Sector in the Light of European and Polish Statistical Surveys
4 Intellectual Resources in Polish SMEs in the Light of the Research
5 Conclusion
References
Quality of Investment Recommendation - Evidence from Polish Capital Market, Multiples Approach
Abstract
1 Introduction
2 Prior Research
3 Methods and Materials
3.1 Research Design
4 Results
4.1 Types of Multiples
4.2 The Influence of the Comparative Method on the Final Valuation
4.3 Selection of Comparable Firms
4.4 Comparison of Results of Valuation
5 Conclusions
References
Time-Dependent Biases in Analysts' Forecasts in Polish Recommendations Published in 2005-2012
Abstract
1 Introduction
2 Research Sample
3 Methodology
4 Results
4.1 Forecast Accuracy
4.2 Analysts' Tendency
5 Summary
References
Generalized Model of Regularity of Cash Flow Generation by Innovative Products Generations in Digital Economy
Abstract
1 Introduction
2 Theory, Materials and Methods
3 Model and Results of Its Applying
4 Discussion
5 Conclusion
Acknowledgements
References
Operational and Information Risk Management System Based on Assessment Model of Risk Culture Level
Abstract
1 Introduction
2 Theory, Materials and Methods
3 Model and Results of Its Applying
4 Discussion
5 Conclusion
References
Impact of Volatility Risk on the TAIEX Option Return
Abstract
1 Introduction
2 Literature Review
3 Research Methods
4 Empirical Results
5 Conclusion
References
Simulation-Based Analysis of Penalty Function for Insurance Portfolio with Embedded Catastrophe Bond in Crisp and Imprecise Setups
Abstract
1 Introduction
2 Generalization of the Risk Reserve Process
3 Bankruptcy Event and a Penalty Function
4 Simulation-Aided Analysis of Different Examples of Portfolios
5 Conclusions
References
Selecting the Efficient Market Indicators in the Trading System on the Forex Market
1 Introduction
2 Related Works
3 General Schema of the Trading System
4 Overview of Rules in the Proposed System
5 Market Indicators Selection
6 Numerical Experiments
7 Conclusions and Future Works
References
Impact of the Size of Equity on Corporate Liquidity
Abstract
1 Introduction
2 Research Methodology
3 Results
4 Conclusions
References
Estimation of the Probability of Inversion in the Test of Variable Dependencies
Abstract
1 Introduction
2 Number of Inversions - Algebra of Matrices
3 Inversions Distribution Under Dependence
4 Estimation of Probability of Inversion
5 Summary
References
Models of Organization Management
The Role of Business Intelligence Tools in Harvesting Collective Intelligence
Abstract
1 Introduction
2 Literature Review
3 Research Model and Hypotheses
3.1 Collective Cognition
3.2 Shared Memory
3.3 Collective Problem Solving
3.4 Knowledge Sharing
3.5 Collective Learning
4 Research Methodology
4.1 The Measurement and Instrument Development
4.2 Sampling and Questionnaire Distribution
5 Data Analysis and Results
5.1 Reliability and Validity of Measures
5.2 Assessing the Structural Model and Testing Research Hypotheses
6 Discussion
7 Conclusions and Implication
References
The Concept of Conjoined Management
Abstract
1 Introduction
2 Workforce Diversity and Organizational Performance - Research Results
3 The Dimensions of Conjoined Management
4 Conjoined Management in a Diverse Integration Competence Center - A Case Study
5 Summary
References
On-line sources
The Simplification of Organizational Structure: Lessons from Product Design
Abstract
1 Introduction
2 The Simplification of Organizational Structure
3 Summary
References
Information Systems Reliability and Organizational Performance
Abstract
1 Introduction
2 Information Systems and Organizational Performance
3 Information Systems Reliability
4 Information Systems Reliability and Organizational Performance
5 Research Methodology
6 Research Results and Conclusions
7 Conclusions
References
Target Marketing Public Libraries' Vital Readers: Before
Abstract
1 Introduction
2 Literature Review
2.1 The Pareto Principle and the 80/20 Rule
2.2 The 80/20 Rule in Library Studies
3 Research Methods
3.1 Data Description
3.2 Preprocessing Data Privacy
3.3 Data Processing Procedure
3.4 Analysis Tools and System Environment
4 Data Analysis and Findings
4.1 The Pareto Principle
4.2 The Top 24.7% Patrons
4.3 The Collections Borrowed by the Vital Users
5 Conclusion
References
IT Reliability and the Results of Controlling
Abstract
1 Introduction
2 Information Technology Reliability
3 The Essence and Results of Controlling
4 IT Reliability and the Results of Controlling
5 Research Methodology and Results
5.1 Variables Measurement
5.2 Research Results
6 Discussion
7 Conclusions
Acknowledgements
References
User Experience for Small Companies - A Case Study
Abstract
1 Introduction
1.1 User Experience
1.2 Human-Centered Design
1.3 Related Work
2 Software Development Cycle Including UX
2.1 Process Analysis
2.2 Mock-Ups
2.3 Prototypes
2.4 Testing Scenarios
2.5 Simulation
2.6 Acceptance Testing
2.7 Evaluating the Use of UX Methods
3 Conclusion
Acknowledgment
References
Enterprise Meta-architecture for Megacorps of Unmanageably Great Size, Speed, and Technological Complexity
Abstract
1 Introduction
2 Elements of Conventional Enterprise Architecture
3 When Conventional EA is Impossible: Technologized Megacorps and the "Unmanageable" Organization
3.1 The Theoretical Concept of the "Megacorp"
3.2 Organizational Size as an Obstacle for EA
3.3 Organizational Speed as an Obstacle for Conventional EA
3.4 Organizational Complexity as an Obstacle for Conventional EA
4 Enterprise Meta-architecture: A Means of Managing the Unmanageable?
4.1 Big Data, Parametric Design, and Meta-Management
4.2 Distinguishing Enterprise Meta-Architecture (EMA) from Conventional EA
4.3 Toward Development of the Technological Foundations for EMA
4.4 Distinguishing EMA from "Adaptive" and "Agile" EA
4.5 The Expected Value of Enterprise Meta-Architecture
4.6 Potential Disadvantages of Enterprise Meta-architecture
4.7 Areas for Future Research
5 Conclusion
References
Models of Production Management
A Genetic Algorithm to Solve the Hybrid Flow Shop Scheduling Problem with Subcontracting Options and Energy Cost Consideration
1 Introduction
2 Mathematical Model Formulation
3 Genetic Algorithm
3.1 General Procedure
3.2 Adjustments for Improvement
4 Computational Study
4.1 Test Instances
4.2 Numerical Results
5 Summary and Outlook
References
Calibration of the Risk Model for Hazards Related to the Technical Condition of the Railway Infrastructure
Abstract
1 Introduction
2 Materials and Methods
2.1 A Set of Criteria of the Proposed Risk Model
2.2 Recommendations Used for Calibration of the Risk Model
3 Results
4 Summary and Conclusions
Acknowledgements
References
Selected Aspect of IT Tools Application in Process Improvement in Industrial Laundry Services
Abstract
1 Introduction
2 Process of Industrial Washing and Service of Work Clothing
3 Analysis of Waste in the Laundry Main Process
4 Concluding Remarks
References
Risk Analysis in the Appointment of the Trucks' Warranty Period Operation
Abstract
1 Introduction
2 Theoretical Risk Management Preconditions
2.1 Classification of Risks
2.2 Stages of Risk Analysis
3 Results and Discussion
3.1 Designing an Intelligent Risk Management System
3.2 Accounting for Risks in Determining the Warranty Period
3.3 Managerial Risks in the Corporate Service System
4 Conclusion
References
Rationalization of Retooling Process with Use of SMED and Simulation Tools
Abstract
1 Introduction
2 SMED Method
3 Implementation of SMED - Case Study
3.1 Problem of Long-Lasting Retoolings
3.2 Analysis of Retooling Actions
3.3 Implementation and Verification of Improvements
3.4 Result of Implementation of Improvements
4 Summary
References
The Risk Model for Hazards Generated at Level Crossings
Abstract
1 Introduction
2 Materials and Methods
3 Results
4 Discussion
5 Summary and Conclusions
References
Financial Valuation of Production Diversification in the Steel Industry Using Real Option Theory
Abstract
1 Introduction
2 Evaluation of Switch Option Value
3 Model and Methodology
3.1 Modeling Uncertainty by Correlated Fuzzy Geometric Brownian Motion (GBM)
3.2 Definition of Problem
4 Computational Results
5 Conclusions
Acknowledgements
References
Some Aspects of Project Management
Behavioural Aspects of Communication in the Management Process of IT Projects
Abstract
1 Introduction
2 Communication and Its Impact on Project Success
3 Research Methodology and Results
4 Research Hypotheses and Their Verification
4.1 Factors Causing Problems in Realization of IT Projects
4.2 Efficiency of Communication Channels in IT Project
4.3 Communication versus the principles of project management
4.4 Trust and kindness in a project team
4.5 Project team size versus project success
5 Discussion and Results
Acknowledgements
References
Best Practices in Structuring Data Science Projects
1 Introduction
2 Methodology-Resulting Structures
3 Community Established Structures
4 Data Sharing Platforms
5 Discussion
5.1 High-Level Aspects
5.2 Tooling
6 Conclusion
References
Project Management Practices in Polish Nonprofit Organisations
Abstract
1 Introduction
1.1 State of Noprofit Sector in Poland
1.2 Research in Nonprofit Sector in Poland
1.3 Project Management Practices in International Development Projects
2 Methodology
2.1 Research Questions
2.2 Data Collection
2.3 Questionnaire Construction
2.4 Data Analysis
3 Project Management Approaches
4 Project Initiation Phase
4.1 Needs Analysis
4.2 Goal Setting
4.3 Project Definition Tools
4.4 Project Team Recruitment
5 Project Initiation Practices
6 Project Implementation
6.1 Meetings
6.2 Progress Control
6.3 Project Success
7 Limitations
8 Conclusions and Further Research
References
Profiling User's Personality Using Colours: Connecting BFI-44 Personality Traits and Plutchik's Wheel of Emotions
1 Introduction
2 Related Work
3 Experiment Setting
4 Questionnaire Findings
5 Establishing Links Between BFI-44 and Colours
6 Conclusions
References
Research Project Planning Based on SCRUM Framework and Type-2 Fuzzy Numbers
Abstract
1 Introduction
2 Type-2 Fuzzy Numbers in Project Management
3 The Case Study - Main Information About Chosen Research Project
4 The Case Study - How to Plan the Research Project with Using Agile (SCRUM) Approach and Type-2 Fuzzy Numbers?
4.1 Teamwork
4.2 Formalities First
4.3 How to SCRUM Research Projects
4.4 Research Project Planning - Greedy Algorithm with Fuzzy Numbers in Suggested Approach
4.5 Research Project Planning - Numerical Example
5 Conclusions and Further Works
References
Fuzzy Analytic Hierarchy Process for Multi-criteria Academic Successor Selection
Abstract
1 Introduction
2 Related Work
2.1 Multi-Criteria Decision Making (MCDM)
2.2 Fuzzy Analytic Hierarchy Process (FAHP)
2.3 Successor Selection in Succession Planning
2.4 Multi-criteria Selection in Academic Leadership
3 Research Method
4 Results Discussion
5 Conclusion
References
The Identification of the Pro-ecological Factors Influencing a Decision to Become a Prosumer
Abstract
1 Introduction
2 Logit Model
2.1 Research Sample
2.2 Variable Characteristic
2.3 The Chance of Installation of RES
3 Conclusions
References
The Assessment of GDPR Readiness for Local Government Administration in Poland
Abstract
1 Introduction
2 Method
3 Results
4 Discussion and Conclusion
References
Author Index

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Information Systems Architecture and Technology: Proceedings of 39th International Conference on Information Systems Architecture and Technology - ISAT 2018

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