Information Systems Architecture and Technology: Proceedings of 37th International Conference on Information Systems Architecture and Technology – ISAT 2016 – Part IV (eBook)

Zofia Wilimowska, Leszek Borzemski, Adam Grzech, Jerzy Świątek (Herausgeber)

eBook Download: PDF

2016 | 1st ed. 2017
XV, 304 Seiten
Springer International Publishing (Verlag)
978-3-319-46592-0 (ISBN)

Infos

This four volume set of books constitutes the proceedings of the 2016 37th International Conference Information Systems Architecture and Technology (ISAT), or ISAT 2016 for short, held on September 18-20, 2016 in Karpacz, Poland. The conference was organized by the Department of Management Systems and the Department of Computer Science, Wrocław University of Science and Technology, Poland. The papers included in the proceedings have been subject to a thorough review process by highly qualified peer reviewers. The accepted papers have been grouped into four parts:

Part I-addressing topics including, but not limited to, systems analysis and modeling, methods for managing complex planning environment and insights from Big Data research projects.

Part II-discoursing about topics including, but not limited to, Web systems, computer networks, distributed computing, and multi-agent systems and Internet of Things.

Part III-discussing topics including, but not limited to, mobile and Service Oriented Architecture systems, high performance computing, cloud computing, knowledge discovery, data mining and knowledge based management.

Part IV-dealing with topics including, but not limited to, finance, logistics and market problems, and artificial intelligence methods.

Inhalt

Preface 6
ISAT 2016 Conference Organization 8
General Chair 8
Program Co-Chairs 8
Local Organizing Committee 8
International Program Committee: 9
ISAT 2016 Reviewers 11
Contents 14
Risk Modeling in Decision Making Process 17
1 Selected Methods of Risk Modelling in Management Process 18
Abstract 18
1 Introduction 18
2 Risk Measures 21
2.1 Stochastic Measure 21
2.2 Fuzzy Models 22
2.3 Fractal Models 23
2.4 Discrete Measures 24
3 Research—Risk Evaluation for Polish Industry Companies 26
3.1 Number of Classes Determining 26
3.2 Process of Classification 28
3.3 Agent Model 30
4 Conclusion 33
References 33
2 Joint Treatment of Imprecision and Randomness in the Appraisal of the Effectiveness and Risk of Investment Projects 35
Abstract 35
1 Introduction 35
2 Investment Project Risk Appraisal—Problem Statement 37
3 Procedure of Determining NPV and Risk 39
4 Numerical Example 41
5 Conclusions 44
References 44
3 Analysis of the Insurance Portfolio with an Embedded Catastrophe Bond in a Case of Uncertain Parameter of the Insurer’s Share 46
Abstract 46
1 Introduction 46
2 Applied Models 47
3 Model of the Insurer’s Portfolio 49
3.1 Risk Reserve Process 49
3.2 Additional Layer—Catastrophe Bond 50
3.3 Claims Versus Losses 50
4 Simulations 51
4.1 Analysis of the Crisp Case 51
4.2 Analysis of the Fuzzy Case 52
5 Conclusions 55
References 55
4 How Can the Fractal Geometry Help with Analyze of the Stock Exchange Market? 57
Abstract 57
1 Introduction 57
2 How to Calculate Hurst Exponent—DMA Method 61
3 Analysis of the Hurst Exponent 62
4 Conclusion 64
References 64
5 State-Space Modeling and Analysis of Order-up-to Goods Distribution Networks with Variable Demand and Positive Lead Time 66
Abstract 66
1 Introduction 66
2 System Dynamics 67
2.1 Model of Entity Interaction 67
2.2 State-Space Description 69
3 Inventory Management Strategy 71
3.1 Order-up-to Inventory Management 71
3.2 OUT Policy in Vector Form 71
4 Property Analysis 72
4.1 Ordering Signal 72
4.2 Reference Stock Level Selection 73
5 Numerical Study 74
6 Conclusions 76
Acknowledgments 76
References 76
6 Investment Recommendation Optimism—Results of Empirical Research on Polish Capital Market 77
Abstract 77
1 Introduction 77
2 Methods and Materials 79
2.1 Measure of Investment Recommendations Optimism 79
2.2 Sample Selection 80
2.3 Research Design 80
3 Results 81
3.1 Recommendation Optimism 81
3.2 Recommendation Optimism Analysis—Quartile Frame 82
3.3 Analysis of Impacted on Recommendation Optimism Indicators 82
4 Conclusions 86
References 86
7 Intellectual Capital—Measuring the Immeasurable and Reporting 88
Abstract 88
1 Introduction 88
2 The Origins of the Development of the Intellectual Capital 89
3 The Measurement of the Intellectual Capital 91
4 Valuation of the Intellectual Capital 94
5 Methods or Reporting the Intellectual Capital in Enterprises 95
6 The Proposal of a General Report on the Intellectual Capital: Wawel S.A. Case Study 96
7 The Proposal of a General Report on the Intellectual Capital in Wawel S.A. 98
8 Conclusions 100
References 100
Management of Innovation 103
8 Open Innovation Model in Enterprises of the SME Sector—Sources and Barriers 104
Abstract 104
1 Introduction 104
2 Theoretical Basis of Open Innovation 105
3 Open Innovation in the SME Sector—Own Research 106
4 Result Analysis 107
5 Conclusions 110
References 111
9 Methods of Assessing the Level of the Technology Innovation and Polish Innovativeness in Years 2010–2014 112
Abstract 112
1 Validation of Technology Innovation 112
2 Innovation Audit 115
3 Innovativeness of the Polish Economy in Years 2010–2014 116
4 Poland from Global Innovation Index Point of View 119
5 Conclusion 120
References 120
10 The Formation of Regional Strategy of Innovation-Industrial Development 121
Abstract 121
1 Introduction 121
2 Existing Literature 123
3 Methodology 123
4 Analysis 124
5 Findings and Proposals 127
6 Conclusions and Further Research 129
References 131
11 Modular Experience-Based Smart Innovation Engineering System 133
Abstract 133
1 Introduction 133
2 Background 134
2.1 Product Innovation 134
2.2 Set of Experience Knowledge Structure and Decisional DNA 135
3 Smart Innovation Engineering (SIE) 136
3.1 Architecture of SIE-DNA 137
3.2 Working Algorithm of SIE 138
4 Conclusion 141
References 142
Finance Management 143
12 The Acquirement and Functioning of Mezzanine Capital on the Example of Enterprises Operating in the Republic of Poland 144
Abstract 144
1 Introduction 144
2 Description of Mezzanine Capital 145
3 Research Hypotheses and Survey of Publications 147
3.1 Publications on Mezzanine Capital and Capital Structure 147
3.2 Research Hypotheses 148
4 Methodology of Research 149
5 Research Results 149
5.1 Financial Engineering of Mezzanine Capital 149
5.2 Sizes of Companies Acquiring Mezzanine Capital 150
5.3 Correlation Analysis 151
6 Conclusion 154
Amadeus Database Bureau van Dijk (Company Information and Business Intelligence) 156
References 156
13 Modelling of Currency Exchange Rates Using a Binary Representation 157
Abstract 157
1 Introduction 157
2 Binary Representation of Exchange Rate 158
2.1 Exchange Rate Binarization Algorithm 159
2.2 Comparison of Binary and Candlestick Representations 159
2.3 Evaluation of the Nature of Change in Exchange Rate 160
3 Modelling of the Currency Exchange Rate in a Binary Representation 161
3.1 Assumptions and Parameters of the State Model of Binary Representation (SMBR) 162
3.2 State Model of Binary Representation (SMBR) for the AUD/NZD Currency Pair 163
4 Conclusions 164
References 165
14 The Factors and Parameters Determining the Formation of the Target Capital Structure in Family Businesses 166
Abstract 166
1 Introduction 166
2 The Specific Features Financing of Family Businesses 169
3 The Criteria for Optimization of the Capital Structure of Enterprises 172
4 The Instruments and Measures of the Quality of Management Structure Finances of the Family Business 174
4.1 Financial Leverage 174
4.2 Analysis of the Relationship of EBIT-EPS 175
5 Conclusions 177
References 177
Models of Organization 179
15 Measurement of a Hierarchy as an Organizational Structure Feature 180
Abstract 180
1 Introduction 180
2 Measurement of Hierarchy 183
2.1 Modified Method of Hierarchy Measurement 183
2.2 Measurement of Hierarchy—Case Study 185
3 Conclusions 188
References 189
16 Creative Thinking in Management of Disruptive Technologies 190
Abstract 190
1 Introduction 190
2 Creative Thinking 191
3 Conclusions 196
References 197
17 Relations Between IT and Organizational Learning Capability—Empirical Studies Among Polish Organizations 198
Abstract 198
1 Introduction 198
2 IS as a Factor Enhancing OLC 199
3 Ambiguous Relationship Between IT and OLC 201
4 Indirect IT Influence on OLC 202
4.1 Organic Organizational Structures Supporting OLC 202
4.2 IT Acceptance 204
5 IT Influence on Organizational Structure 204
6 Conclusions 206
References 207
18 Efficiency and Maturity Assessment Model of RUP Process in IT Organizations 209
Abstract 209
1 Introduction 210
2 AGOMO. Agent-Object RUP Process Model 211
3 Application of the AGOMO System to an Actual RUP Project 214
3.1 The First Stage of the Experiment Using the Agent-Object Model to Assess RUP Process Maturity 215
3.2 The Second Phase of the Experiment—Utilizing Agent-Object Model to Assess RUP Process Maturity and Efficiency 215
4 Conclusions and Future Work 218
References 219
19 Application of Neural Network to Predict Purchases in Online Store 220
Abstract 220
1 Introduction 220
2 Related Work 221
3 Artificial Neural Networks 223
4 Methodology 224
4.1 Reconstruction of User Sessions 225
4.2 Description of a User Session in a Web Store 225
4.3 Neural Network Model 226
5 Experimental Results 227
5.1 Neural Network Training 227
5.2 Neural Network Evaluation 228
5.3 Results and Discussion 229
6 Conclusions 229
References 230
20 Searching for a Method of Basic Schedules Generation Which Influences Over the Performance of Predictive and Reactive Schedules 231
Abstract 231
1 Introduction 231
2 A Basic Schedule Generation 234
2.1 The Multi Objective Immune Algorithm 234
2.2 The Clonal Selection Algorithm 237
3 Predictive and Reactive Schedules Generation 238
4 Summary 239
References 239
21 On the Quality of Basic Schedules Influencing over the Performance of Predictive and Reactive Schedules 241
Abstract 241
1 Introduction 241
2 A Job Shop Scheduling Problem 243
3 Experimental Input Data 244
4 Results of Computer Simulations 246
4.1 MIDOS 248
4.2 MIROS 249
5 Conclusion 250
References 250
22 Synergetic Models of Customer–Seller Relations 252
Abstract 252
1 Introduction 252
2 Preliminaries 253
3 Computer Simulation 257
4 Summary 260
References 261
23 Exponential Inertia Weight in Particle Swarm Optimization 262
Abstract 262
1 Introduction 262
2 The Standard PSO 263
3 The Proposed EWPSO Algorithm 264
4 Results 264
5 Summary 271
References 271
24 Marketing Model of Value Creation (4V’s Model of the Product) 273
Abstract 273
1 Introduction 273
2 Strategy Clock of Johnson and Scholes as a Starting Point for the Map of Values 274
3 The Essence of the Product Value Map 276
4 Products and Services on the Value Map 279
5 Package of the Product on the Value Map 279
6 Analysis of the IKEA Product Value 279
7 Monad, Molecule and Sequence on the Value Map 281
8 Build-A-Bear as an Example of the Advanced Product 282
9 Conclusions 284
References 284
25 The Paradigm of Effectiveness of Public Hospitals 285
Abstract 285
1 Introduction 285
2 The Essence of Effectiveness of Hospitals 287
3 The Specific Character of Operations as a Determinant of Effectiveness 288
4 Method of Financing Health Care Facilities as a Basic Limitation of Economy and Hospitals 290
5 Effectiveness Determinants of Public Hospitals Test Results 292
6 Conclusions 296
References 297
Author Index 299

Produkt-Details

• Erscheint lt. Verlag: 17.9.2016
• Reihe/Serie: Advances in Intelligent Systems and Computing
• Reihe/Serie: Advances in Intelligent Systems and Computing
• Zusatzinfo: XV, 304 p. 83 illus., 38 illus. in color.
• Verlagsort: Cham
• Sprache: englisch
• Themenwelt: Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
• Themenwelt: Technik ► Nachrichtentechnik
• Schlagworte: Computer Networks • information systems • Information Systems Architecture • ISAT 2016 • Risk Management
• ISBN-10: 3-319-46592-9 / 3319465929
• ISBN-13: 978-3-319-46592-0 / 9783319465920