Information Systems Architecture and Technology: Proceedings of 38th International Conference on Information Systems Architecture and Technology – ISAT 2017 (eBook)

Part III

Zofia Wilimowska, Leszek Borzemski, Jerzy Świątek (Herausgeber)

eBook Download: PDF

2017 | 1st ed. 2018
XVIII, 390 Seiten
Springer International Publishing (Verlag)
978-3-319-67223-6 (ISBN)

Infos

This three-volume set of books presents advances in the development of concepts and techniques in the area of new technologies and contemporary information system architectures. It guides readers through solving specific research and analytical problems to obtain useful knowledge and business value from the data. Each chapter provides an analysis of a specific technical problem, followed by the numerical analysis, simulation and implementation of the solution to the problem.

 

The books constitute the refereed proceedings of the 2017 38th International Conference 'Information Systems Architecture and Technology,' or ISAT 2017, held on September 17-19, 2017 in Szklarska Por?ba, Poland. The conference was organized by the Computer Science and Management Systems Departments, Faculty of Computer Science and Management, Wroclaw University of Technology, Poland. The papers have been organized into topical parts:

 

Part I- includes discourses on topics including, but not limited to, Artificial Intelligence Methods, Knowledge Discovery and Data Mining, Big Data, Knowledge Discovery and Data Mining, 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 Modeling.

 

Part III-deals with topics including, but not limited to, Modeling of Manufacturing Processes, Modeling an Investment Decision Process, Management of Innovation, Management of Organization.

Inhalt

Preface 6
In Memory of Our Friend and Past ISAT Chair Professor Adam Grzech November 2016 8
ISAT 2017 Conference Organization 10
Contents 16
Modeling an Investment Decision Process 20
Intelligent ALMM System for Discrete Optimization Problems – The Idea of Knowledge Base Application 21
Abstract 21
1 Introduction 21
2 Algebraic-Logical Meta-Model 22
3 Structure of Intelligent ALMM System 24
4 Knowledge Base 25
4.1 Library of Problem Models 25
4.2 Knowledge Base of Problem Properties 26
4.2.1 Properties of Criteria 27
5 Conclusion 29
References 29
The Inversion Test of the Investment Funds Efficiency Measures 31
Abstract 31
1 Introduction 31
2 The Inversion Test 33
3 Inversion Test for Investment Funds 34
4 Conclusions 43
References 43
Modelling of Currency Exchange Rates Using a Binary-Wave Representation 45
Abstract 45
1 Introduction 45
2 Binary Representation of Exchange Rate Trajectory 46
3 Wave Structure of an Exchange Rate 47
3.1 Wave Detection Algorithm in Binary Representation (WDABR) 48
3.2 Wave Detection Algorithm in Binary Representation with Consolidation (WDABRC) 49
3.3 Wave-Binary Representation 49
4 State Modelling for an Exchange Rate 50
4.1 State Model of Wave-Binary Representation (SMBWR) 51
4.2 Currency Pair Exchange Rate Modeling with Use of SMBWR 53
4.3 Application of SMBWR in HFT Systems 53
5 Summary 54
References 54
Infrastructure Investments as a Tool for Implementing the Strategy of Sustainable Development of Regional Economic Systems 56
Abstract 56
1 Introduction 56
2 Literature Review 57
3 Assessment of Sustainable Development Potential of the Transport Infrastructure of the Republic of Tatarstan 59
4 Research Methodology 60
5 Results 62
6 Conclusion 63
References 64
Application of Probability and Possibility Theory in Investment Appraisal 65
Abstract 65
1 Introduction 65
2 Benefits of Using Hybrid Simulation in Investment Appraisal 66
3 Risk Analysis with Hybrid Simulation 67
4 Numerical Example 70
5 Conclusions 73
References 73
Quality of Investment Recommendation – Evidence Form Polish Capital Market, Income Approach 75
Abstract 75
1 Introduction 75
2 Methods and Materials 77
2.1 Research Design 77
2.2 Sample Selection 78
3 Results 78
3.1 Cash Flow Forecasting 78
3.2 Discount Rate 79
3.3 Terminal Value 80
3.4 Others Parameters 81
4 Conclusions 82
References 83
Some Aspects of Management of Innovation 85
On Application of Recursive Preferences in Optimal Growth Model 86
Abstract 86
1 Introduction 86
2 The Model and Recursive Equation 87
2.1 Certainty Equivalent 87
2.2 Optimal Growth Model 88
3 Examples 90
3.1 Deterministic Case 90
3.2 Stochastic Case 90
Appendix 92
References 93
The Influence of the Methods of Determining Cost Drivers Values on the Accuracy of Costs Estimation of the Designed Machine Elements 95
Abstract 95
1 Introduction 95
2 The Proposed Methods of Estimating Machine Elements Costs 96
3 Determining a Variant Set of Cost Drivers 99
4 Determining a Generative Set of Cost Drivers 102
5 Determining a Hybrid Set of Cost Drivers 103
6 Conclusions 104
References 105
An Experimental Investigation of Lead Time and the Effect of Order Crossover 106
Abstract 106
1 Introduction and Background 106
2 Experimental Investigation 108
3 Discussion 111
4 Conclusions and Further Research 113
References 113
The Stability of the Financial Indicators over Time 115
Abstract 115
1 Introduction 115
2 Research Methodology 116
2.1 Sample 116
2.2 Financial Ratios 116
2.3 Statistical Analysis 117
3 Results 117
3.1 Standard Deviation and Normal Distribution Chosen Ratios 117
3.2 The Correlation Among Chosen Indicators 119
3.3 The Discriminant Ability of Chosen Ratios 121
4 Conclusions 122
References 123
Crowdsourcing-Based Open Innovation Processes on the Internet 125
Abstract 125
1 Introduction 125
2 Development of Open, Networked Innovation Processes also on the Internet 126
3 Creation of Open Innovations on Crowdsourcing Platforms 128
4 Examples of Using Crowdsourcing Platforms 131
5 Conclusions 133
References 133
Optimization of Mesh-Type Logistic Networks for Achieving Max Service Rate Under Order-Up-To Inventory Policy 135
Abstract 135
1 Introduction 135
2 System Setting 136
2.1 Entities in Logistic Processes 136
2.2 Entity Interaction 137
2.3 State-Space Model 138
2.4 Order-Up-To Inventory Policy 139
3 Numerical Study 141
4 Conclusions 143
References 144
Dimensions of Business Ecosystem Efficiency 145
Abstract 145
1 Introduction 145
2 The Concept of Business Ecosystem 146
3 Determinants of the Business Ecosystem Efficiency 149
4 The Models of Business Ecosystem’s Efficiency 151
5 Factors of Business Ecosystem Efficiency in Business Incubator as an Exemplary Ecosystem 153
6 Conclusions - the Proposal of the Assessment of the Business Ecosystem Relational Efficiency 155
References 157
An Analysis of Selected Correlations Between Microenterprises’ Financing and Its Characteristics. A Case Study 158
Abstract 158
1 Introduction 158
2 The Survey 161
3 Results 162
4 Summary. Directions for Further Research 165
References 165
Management of Organization 167
Context Specification in Support of Business Processes and Knowledge Management Integration 168
Abstract 168
1 Introduction 168
2 Aspects of Modelling the Context of a System’s Operation 169
3 Stages of Context Specification 170
3.1 Context of a Business Process Supported by an Knowledge Management System 170
3.2 Context of Knowledge Use in an Autopoietic System 172
4 Example System Implementation 173
5 Implementation Results 175
6 Conclusions and Future Work 176
References 177
The Actual Nature of Lead Times in Supply Chains Following a Strict Reorder Point Based Approach 179
Abstract 179
1 Introduction and Background 179
2 A Simple Supply Chain Model 180
3 Numerical Illustration 182
4 Discussion 184
5 Conclusion and Further Research 186
References 186
Into Organizational Structure Simplicity 188
Abstract 188
1 Introduction 188
2 Simple Organizational Structure Principle 189
3 Actions Simplifying the Organizational Structure 191
4 Conditions of Structure Simplicity 194
5 Summary 196
References 197
Simulation Approach to Forecasting Population Ageing on Regional Level 199
Abstract 199
1 Introduction 199
2 Aging Chain Modeling 200
3 Modelling Technology 201
3.1 Basic Assumptions 201
3.2 Challenges 202
3.3 Hierarchical Blocks - General Background 202
3.4 Key Elementary Blocks in Extendsim Environment 203
4 Modelling Approach 203
4.1 Main and Elementary Population Cohorts 203
4.2 Feedback Loops 204
4.3 Input Data 205
4.4 Internal Relations 205
4.5 Input and Output Data Bases 206
4.6 Hierarchical Blocks 207
5 Simulation Results 208
6 Future Works 209
Acknowledgements 210
References 210
Factors Determining the Development of Small Enterprises 212
Abstract 212
1 Introduction 212
2 Characteristics of Small Enterprises 213
3 Problems of Small Enterprises 213
4 Factors for the Success of a Small Company 216
5 Factors for Success - Studies in the Lower Silesia Region 220
6 Conclusions 222
References 223
Design of EA Development Guideline for Small Enterprises Based on TOGAF 9.1 225
Abstract 225
1 Introduction 225
1.1 Background 225
1.2 Small Enterprise 226
1.3 EA (Enterprise Architecture) 226
1.4 TOGAF 227
2 Methodology 227
3 Analysis and Design the Guideline 228
3.1 Requirement Specifications 228
3.2 Architecture Principles 228
3.3 Architecture Domain 229
3.4 Guideline Format Consideration 231
4 Result 231
5 Evaluation 232
6 Conclusion 233
References 234
Analysis of Measurement Convertibility from FP to CFP: Conversion Formula and Monotonicity Condition 235
Abstract 235
1 Introduction 235
2 Description of the FPA and COSMIC Methods 236
2.1 The FPA Method 236
2.2 The COSMIC Method 238
2.3 Comparison of the Basic Principles Behind the Methods 239
2.4 Monotonicity Condition for the UFP and CFP Measures 240
3 Projects and Research Results 241
3.1 Measurement Results for the Collected Projects 241
3.2 Relationship Between the Measurement Deviation and the Indicator of the Share of H Components 242
3.3 Confirmation of the Linear Relationship Between UFP and CFP 243
3.4 Validation of the Obtained Conversion Formula 244
4 Conclusion 246
References 246
Developing Conformance Between Project Management and Enterprise Architecture Governance on the Basis of a PMBOK Case 248
Abstract 248
1 Introduction 248
2 Meta-Model of Project Management Methodologies 250
3 Process Concept in PMBOK 251
4 PMBOK Artifacts Modelling in ArchiMate 253
5 PMBOK Role Modelling in ArchiMate 254
6 PMBOK Tools and Techniques Modelling in ArchiMate 256
7 Example of PMBOK Process Model 256
8 Conclusions 256
References 257
Hazard Control in Industrial Environments: A Knowledge-Vision-Based Approach 258
Abstract 258
1 Introduction 258
2 State of Art 259
2.1 Human Activity Recognition 259
2.2 Knowledge Representation 261
3 Proposed Framework 261
3.1 Configuration Setup 262
3.2 Reasoning and Repository 263
3.3 Monitoring 265
4 Conclusion 265
References 265
The Adaptation of the Device Assessment Questionnaire ISO 9241-9 in the Polish Samples 268
Abstract 268
1 Introduction 268
2 The Tool 269
2.1 The Procedure 270
2.2 Respondents Oriented Modifications of Device Assessment Questionnaire 270
2.3 Variations the Device Assessment Questionnaire ISO 9241-9 271
3 The Study 272
3.1 The Evaluation of Computer Mouse Device 272
3.2 The Evaluation of Face Controller System 274
3.3 Discussion 274
4 Summary 275
4.1 Limitations of the Research 275
Acknowledgments 276
Appendix 1 276
References 277
Special Session: Modeling of Manufacturing Processes 278
Improvement of Production Processes with the Use of Simulation Models 279
Abstract 279
1 Introduction 279
2 The Profile the Company and an Assessment of the Utilization Rate of Workstations 280
2.1 Assessment of the Utilization Rate of the Workstations 281
3 The Concept of the Reorganization of Workstations and Its Assessment 284
3.1 Improvement – Computer Simulation Model 285
3.2 Results of the Reorganization 286
4 Conclusions 287
References 288
Optimization of Production Support Processes with the Use of Simulation Tools 289
Abstract 289
1 Introduction 289
2 Problem of Waiting for Acceptance and Execution of Orders 291
3 Scheduling 293
3.1 Analysis of the Potential Time of Execution of a Production Support Order After the Introduction of Schedules – Model (3) 295
3.2 Analysis of the Estimated Time of Execution of a Production Support Order After the Introduction of Schedules – Model (4) 295
3.3 Analysis of the Estimated Time of Execution of a Production Support Order After the Introduction of Modified Schedules – Model (5) 296
4 Summary 297
References 298
An Artificial Bee Colony Algorithm to Solve the Single Row Layout Problem with Clearances 299
1 Introduction 299
2 Mathematical Model Formulation 300
3 The Artificial Bee Colony Algorithm for the SRLP 301
4 Computational Results and Comparisons 304
4.1 Test Instances 304
4.2 Performance Evaluation 305
5 Conclusion 307
References 308
Measurement Center Processes Support in the Automotive Industry 309
Abstract 309
1 Introduction 309
2 Automotive Industry and Manufacturing Process 310
3 Current Situation at Measurement Center 311
3.1 Current Problems in the Measurement Center 312
4 Proposed Solution 312
4.1 Processes Re-engineering 312
4.2 Design and Implementation of the Supporting Application 314
5 Evaluation 315
6 Testing and Evaluation 316
7 Conclusion 316
Acknowledgements 317
References 317
Ergonomics Analysis in the Context of a Digital Factory 318
Abstract 318
1 Introduction 318
2 Current Opportunities of Supporting Workplace Design 319
3 Proposals of Supporting a Workplace Ergonomics Analysis 321
3.1 Detailed Design Using Tecnomatix Jack 321
3.2 Load Measurement Using ErgoPAK 322
3.3 Arrangement of Proposals and Choice of the Final Proposal 324
4 Conclusions 326
References 326
Multiple Criteria Decision Support System for Making the Best Manufacturing Technologies Choice and Assigning Contractors 328
Abstract 328
1 Introduction 328
2 Multi-criteria Analysis Method Dedicated for MCDSS 329
3 Dedicated Multiple Criteria Decision Support System 330
4 Mathematical Model for the Decision Problem in Phase II 332
5 AHP Algorithm Verification 334
6 Summary 336
References 336
Sludge Volume Index (SVI) Modelling: Data Mining Approach 338
Abstract 338
1 Introduction 339
2 Object Investigated 340
3 Modelling Methodology 340
4 Results 343
5 Conclusions 347
References 348
Simulated Annealing Based on Linguistic Patterns: Experimental Examination of Properties for Various Types of Logistic Problems 350
Abstract 350
1 Introduction 350
2 Overview of Simulated Annealing Based on Linguistic Patterns 351
3 Simulation Experiment 352
3.1 Method 352
3.2 Results and Discussion 354
4 Conclusion 358
References 358
Knowledge Sharing Using Customer Relationship Management Systems (CRM) in NPD Processes - Research Results from Polish and German Manufacturing Companies 360
Abstract 360
1 Introduction 360
2 Literature Review 361
3 Research Method 363
4 Research Results 364
5 Conclusions and Recommendations 367
References 368
An Analysis of the Impact of Buffer Allocation and Maintenance on the Effectiveness of a Manufacturing System Using Computer Simulation 369
Abstract 369
1 Introduction 369
2 The Buffer Allocation Problem (BAP) 371
3 The Model of Manufacturing System 373
4 Simulation Experiments – The Results 375
5 Statistical Analysis of the Results 378
6 Conclusions and Further Researches 380
References 381
Planning and Assessment of Manufacturing Processes Flow Variants Based on a Simulation Experiment 383
Abstract 383
1 Introduction 383
2 Modelling and Simulation of Manufacturing Systems 384
3 The System for Supporting Making up Manufacturing Decisions Based on a Simulation Experiment and a Multi-criteria Assessment of Variants 386
4 A Description of the Results Obtained 388
5 Summary and Conclusions 391
References 392
Smart Innovation Engineering (SIE): Experience-Based Product Innovation System for Industry 4.0 393
Abstract 393
1 Introduction 393
2 Background 394
2.1 Product Innovation 394
2.2 Industry 4.0: The Fourth Industrial Revolution 395
2.3 Cyber Physical Systems 396
3 Smart Innovation Engineering (SIE) System 396
3.1 Implementation of SIE System 397
3.2 SIE: A Step Forward Towards Industry 4.0 400
4 Conclusion 400
References 400
Author Index 403

Produkt-Details

• Erscheint lt. Verlag: 31.8.2017
• Reihe/Serie: Advances in Intelligent Systems and Computing
• Reihe/Serie: Advances in Intelligent Systems and Computing
• Zusatzinfo: XVIII, 390 p. 145 illus.
• Verlagsort: Cham
• Sprache: englisch
• Themenwelt: Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
• Themenwelt: Technik ► Nachrichtentechnik
• Schlagworte: Computer Networks • information systems • Information Systems Architecture • ISAT 2017 • Risk Management
• ISBN-10: 3-319-67223-1 / 3319672231
• ISBN-13: 978-3-319-67223-6 / 9783319672236