Information technology for management : approaches to improving business and society : AIST 2022 Track and 17th Conference, ISM 2022, held as part of FedCSIS 2022, Sofia, Bulgaria, September 4-7, 2022, Extended and revised selected papers

This book constitutes revised selected and extended papers presented at track 4 of the Conference on Computer Science and Intelligence Systems, FedCSIS 2022, which took place in Sofia, Bulgaria, during September 4–7, 2022. The FedCSIS Information Systems and Technologies Track included AIST 2022, ISM 2022, DSH 2022, and KAM 2022. AIST 2022 received 11 submissions, from which 2 full papers and 1 short paper have been accepted; for ISM 2022 2 full and 3 short papers have been accepted from 15 submissions; and for DSH 2022 2 full and 1 short papers have been accepted from 11 submissions. From the 17 submissions to KAM 2022, no paper passed the extended reviews, so the overall acceptance rate was 20% for full and 18% for short papers. The papers were organized in topical sections named: Approaches to improving business; approaches to improving society; and methods for improving business and society. Preface 6 Organization 8 Acknowledgment 13 Contents 14 Approaches to Improving Business 16 Configuration Approach of User Requirements for Analytical Applications - Challenges, State of the Art and Evaluation 17 1 Introduction 17 2 Literature Review Regarding the Configuration of Analytical Requirements 20 3 Research Methodology 21 4 State of the Art Regarding the Configuration of Analytical Process Support 22 4.1 Representation of Information Requirements in Process Modeling Languages 22 4.2 Conceptual Configurators for Analytical Application Products 23 4.3 Requirements Documentation in the Context of Analytical Development Projects 24 5 Evaluation of an Approach for the Conceptual Configuration of Analytical Applications 26 5.1 Presentation of the Modeling Approach 26 5.2 Results of the Expert Reviews 27 5.3 Presentation of Evaluation Use Cases 28 6 Discussion 32 References 33 Human Performance Management: A Humanist and Supportive Model for IT Professionals 37 1 Introduction 37 2 Literature Review 39 2.1 Organizational Culture Theory 39 2.2 Human Performance Management 40 2.3 Humanism 41 2.4 Social Support 43 2.5 IT Professional Profile 45 3 Research Methodology 47 4 Research Findings 48 5 Discussion 52 6 Conclusions 57 References 58 Companies in Multilingual Wikipedia: Articles Quality and Important Sources of Information 62 1 Introduction 62 2 Related Work 63 3 Wikipedia Articles Related to Companies 64 4 Extraction of References 67 5 The Information Sources in Wikipedia About Companies 68 5.1 F-model 70 5.2 LRP-Model 71 5.3 LRA-Model 74 6 Discussion of the Results 76 7 Conclusion and Future Work 78 References 79 Approaches to Improving Society 82 Analysis for Women's' Menstrual Health Disorders Using Artificial Intelligence 83 1 Introduction 83 1.1 Research Problem 83 1.2 Related Works 84 2 Research Methodology Behind AI Based Schemes 85 3 Research Findings: AI Algorithms Analyzing Health Risks 87 3.1 Scheme to Determine Risk of PMS 87 3.2 Scheme to Determine Risk for LPD 89 3.3 Scheme for Indicating Anatomical Changes: Polyps and Fibroids 91 3.4 Scheme to Determine the Risk of PCOS 91 3.5 Scheme for Hypothyroidism 94 4 Reference Set and Experiments: Discussion on Research Findings 95 5 Conclusion 99 References 101 Symptoms of Dementia in Elderly Persons Using Waveform Features of Pupil Light Reflex 103 1 Introduction 103 2 Related Work 104 2.1 Diagnostic for Alzheimer's Disease (AD) 104 2.2 PLR Mechanism 105 2.3 Participant Factor 106 3 Method 106 3.1 Experimental Procedure 106 3.2 Participants 107 4 Results 109 4.1 PLR Waveforms 109 4.2 Regression Analysis Based on Factor Scores 109 5 Discussion 114 6 Conclusion 115 References 116 Assessment of Optimisation Results for Shared Cars 120 1 Introduction 120 2 Theoretical Background 122 2.1 Review of Sharing Models 122 2.2 Commercial Solution of E-Vehicle Sharing 124 2.3 Deployment of Shared E-Vehicle Relocations 125 2.4 Forecasting User Trips and Estimation of Sectors’ Income 126 2.5 Variation in Historical Data 128 2.6 Car-Sharing Income Optimization by E-Vehicle Relocation 128 2.7 Relocations Plan Execution 129 3 Research Findings 130 3.1 Input Data for Cars Relocation 130 3.2 Output of System 130 3.3 System Usage Scenario 131 3.4 Results of Theoretical Assessments 131 3.5 Practical Assessment 132 3.6 Results of Practical Assessments 133 4 Discussion on Research Findings 135 4.1 Usage of Historical Data 135 4.2 Models of Car Sharing and Performance Requirements 135 5 Conclusion 136 References 136 Students’ Perception of Online Learning During the COVID-19 Pandemic: Polish and Ukrainian Perspectives 139 1 Introduction 139 2 Research Background 141 3 Research Methodology 141 4 Research Findings 142 4.1 Students’ Digital Competences 142 4.2 RQ1: Students’ Wellbeing 144 4.3 RQ2: Hours Spent Online 144 4.4 RQ3: Social Pattern Behaviour 146 4.5 RQ4: Attitudes Towards Online Communication 147 4.6 RQ5: Attitudes Towards Online Education 148 5 Discussion 155 6 Conclusions 157 Appendix 157 References 158 Methods for Improving Business and Society 160 The Iterative Compromise Ranking Analysis (ICRA) - The New Approach to Make Reliable Decisions 161 1 Introduction 161 2 Literature Review 163 3 Research Methodology 164 3.1 TOPSIS Method 164 3.2 VIKOR Method 165 3.3 MARCOS Method 166 3.4 MABAC Method 168 3.5 EDAS Method 169 3.6 Weighted Spearman's Correlation Coefficient 171 4 Research Findings and Discussion 171 4.1 Theoretical Example 171 4.2 Analysis of the Compromise Approach 174 5 Conclusion 178 References 178 Temporal SWARA-SPOTIS for Multi-Criteria Assessment of European Countries Regarding Sustainable RES Exploitation 181 1 Introduction 181 2 Literature Review 183 3 Research Methodology 185 3.1 The SPOTIS Method 185 3.2 The TOPSIS Method 186 3.3 The CRITIC Method 187 3.4 The Weighted Spearman Rank Correlation Coefficient 188 3.5 The Spearman Rank Correlation Coefficient 188 3.6 The Temporal SWARA-SPOTIS Method 188 3.7 The Practical Problem of European Countries' Multi-criteria Assessment in Terms of RES Exploitation Considering Temporal Variability 189 4 Research Findings 191 5 Discussion of Findings 196 6 Conclusion 197 References 198 A Sustainable Approach for Determining Compromise Ranking Based on Intuitonistic Fuzzy Score Functions 202 1 Introduction 202 2 Literature Review 204 3 Research Methodology 206 3.1 Intuitionistic Fuzzy Sets 206 3.2 IFS Score Functions 206 3.3 MARCOS Method 206 3.4 Rank Similarity Coefficients 208 4 Research Findings 209 4.1 Small Example 209 4.2 Big Example 209 5 Discussion of Findings 210 5.1 Small Example 210 5.2 Big Example 214 6 Conclusion 219 References 219 Missing Types Prediction in Linked Data Using Deep Neural Network with Attention Mechanism: Case Study on DBpedia and UniProt Datasets 222 1 Introduction 222 2 Literature Review 225 2.1 Theoretical Background 225 2.2 Related Work 226 3 Research Methodology 228 3.1 Modeling Problem 228 3.2 Construction Steps 229 3.3 Our Model Proposal: Encoder-Decoder with Attention Mechanism for Missing Types Prediction 231 4 Research Findings 233 4.1 Experiments 233 4.2 Results 235 5 Discussion of Findings 238 6 Conclusion 239 References 240 Author Index 242 This book constitutes revised selected and extended papers presented at track 4 of the Conference on Computer Science and Intelligence Systems, FedCSIS 2022, which took place in Sofia, Bulgaria, during September 4-7, 2022. The FedCSIS Information Systems and Technologies Track included AIST 2022, DSH 2022, ISM 2022, and KAM 2022. AIST 2022 received 11 submissions, from which 2 full papers and 1 short paper have been accepted; for DSH 2022 2 full and 3 short papers have been accepted from 15 submissions; and for ISM 2022 2 full and 1 short papers have been accepted from 11 submissions. From the 17 submissions to KAM 2022, no paper passed the extended reviews, so the overall acceptance rate was 20% for full and 18% for short papers. The papers were organized in topical sections named: Approaches to improving business; approaches to improving society; and methods for improving business and society