Decision Support Systems XIII. Decision Support Systems in an Uncertain World: 9th International Conference on Decision Support System Technology, ICDSST 2023, Albi, France, May 30 - June 1, 2023, Proceedings
Gespeichert in:
| Beteilige Person: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | Englisch |
| Veröffentlicht: |
Cham
Springer International Publishing AG
2023
|
| Ausgabe: | 1st ed |
| Schriftenreihe: | Lecture Notes in Business Information Processing Series
v.474 |
| Schlagwörter: | |
| Links: | https://ebookcentral.proquest.com/lib/hwr/detail.action?docID=30545138 |
| Beschreibung: | Description based on publisher supplied metadata and other sources |
| Umfang: | 1 Online-Ressource (313 Seiten) |
| ISBN: | 9783031325342 |
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| 505 | 8 | |a Intro -- EURO Working Group on Decision Support Systems (EWG-DSS) -- Preface -- Organization -- Contents -- DSS Models, Methods and Tools -- Multi-actor VIKOR Method for Highway Selection in Montenegro -- 1 Introduction -- 2 Related Research -- 3 VIKOR Method -- 4 MA-VIKOR -- 5 Highway Section Selection (Case Study) -- 6 Conclusion -- References -- A Tool to Support the Decisions for the Trace Clustering Problem with a Non-compensatory Approach -- 1 Introduction -- 2 Background -- 2.1 The Trace Clustering Problem in Process Mining -- 2.2 Principles of the Classical Non-compensatory Trace Clustering -- 3 Engineering the Tool -- 3.1 General Architecture and Workflow Logic -- 3.2 Components and Requirements -- 4 Use Case -- 5 Discussion -- References -- An Asset-Based Causal Loop Model to Improve Corporate Value -- 1 Introduction -- 2 Research Methodology -- 3 Proposal -- 3.1 Assets' Identification -- 3.2 Causal Relationships' Identification -- 3.3 Asset-Based Causal Loop Model -- 4 Illustrative Example -- 4.1 Description of the Fictive Company -- 4.2 The Simulation Model -- 4.3 Results -- 5 Conclusion -- References -- Time-Aware Optimisation Models for Hospital Logistics -- 1 Introduction -- 1.1 Initial Situation in Hospitals -- 1.2 Challenges in Hospital Logistics -- 1.3 Structure of This Work -- 2 Related Work -- 3 Dynamic Time-Aware Model Description -- 4 Implementation of the Scale-able Scheduling Service -- 5 Evaluation -- 6 Conclusion -- References -- Prevention and Detection of Network Attacks: A Comprehensive Study -- 1 Introduction -- 2 Related Work -- 3 Types of Cyber Attacks -- 3.1 DDoS Attacks -- 3.2 Brute Force Attack -- 3.3 Cross Site Scripting -- 3.4 Man-in-the-middle Attacks -- 3.5 Injection Attack -- 3.6 Other Network Attacks -- 4 AI Use in Cyber Attack Defense -- 5 How AI is Used to Create Cyber Attacks | |
| 505 | 8 | |a 6 Real World Consequences and Recovery -- 7 Results -- 7.1 IRP Prevention -- 7.2 Machine Learning Methods to Detect Cyber Attacks -- 8 Conclusion -- References -- DSS for Business Performance and Stakeholders -- A Literature Review on the Contribution of Industry 4.0 Technologies in OEE Improvement -- 1 Introduction -- 2 Method -- 3 Monitoring and Controlling of Production Systems Based on OEE -- 3.1 OEE as a KPI -- 3.2 Limitations of the Conventional Methods -- 4 OEE in the Era of Industry 4.0 -- 4.1 Industry 4.0 -- 4.2 Monitoring and Controlling of Production Systems in the Era of Industry 4.0 -- 4.3 Use Cases of Production Systems Monitoring and Controlling Using OEE -- 5 Conclusion -- References -- MAMCABM: A Data-Driven Stakeholder-Based Decision-Support System that Considers Uncertainties -- 1 Introduction -- 2 Method -- 2.1 Previous Study of DSS in Mobility and Transportation - The Combination of MCGDM and ABM -- 2.2 The Consideration of Uncertainty -- 2.3 A New Stakeholder-Based DSS Approach -- 3 Case Study -- 4 Conclusion -- References -- BPR Assessment Framework: Staging Business Processes for Redesign Using Cluster Analysis -- 1 Introduction -- 2 Operation Modes of the BPR Assessment Framework -- 2.1 Staging Mode Methodology -- 2.2 Selection of Input Models -- 2.3 Calculation of Internal Measures -- 3 Categorization of Models Through Cluster Analysis -- 3.1 Cluster Analysis and Parameter Selection -- 3.2 Clustering of Input Models Based on Plasticity -- 3.3 Clustering of Input Models Based on External Quality -- 4 Practical Evaluation of Models -- 4.1 Case Study with Low BPR Capacity -- 4.2 Case Study with High BPR Capacity -- 5 Conclusion -- References -- A Lean Knowledge Management Processes Framework for Improving the Performance of Manufacturing Supply Chain Decisions in an Uncertain World -- 1 Introduction -- 2 Literature Review | |
| 505 | 8 | |a 2.1 Knowledge Management and Knowledge Management Processes -- 2.2 Lean Thinking and Its Application in KM Processes -- 2.3 Identifying Lean Wastes and Lean Principles in Knowledge Management Processes -- 3 Conceptual Framework Development -- 3.1 Latent Variables Development -- 3.2 Lean-KMPs Framework -- 3.3 Contributions and Managerial Implications -- 4 Methodology for Evaluating the Lean-KMPs Framework -- 5 Conclusions -- References -- Integrating Existing Knowledge to Accelerate Buildings Renovation Rates in Europe -- 1 Introduction -- 2 Effective Engagement of Key Actors -- 3 Methodology -- 3.1 Role-Based Methodology -- 3.2 Integrated Solution for Matchmaking of the Interested Parties -- 3.3 User Requirements of the ICT-Enabled Platform -- 4 Conclusions -- References -- Equity-Based Allocation Criteria for Water Deficit Periods: A Case Study in South Africa -- 1 Introduction -- 2 Methods -- 2.1 Study Area -- 2.2 Ranking Water Users for Supply Priority: Community Weighting -- 3 Results -- 3.1 Uniformity of Judgements -- 3.2 Group Objectives -- 3.3 Community Weights Using the AHP Method -- 4 Discussion -- 4.1 Implications of Community Weights -- References -- DSS Applications for Sustainability - Health, Energy and Transportation -- Attracting Financing for Green Energy Projects: A City Readiness Index -- 1 Introduction -- 2 Materials and Methods -- 3 Comparison with Indices from the Respective Literature -- 4 Application and Results -- 5 Conclusions -- References -- Building Risk Prediction Models for Diabetes Decision Support System -- 1 Introduction -- 2 Methodology and Materials -- 2.1 Dataset Utilized -- 2.2 Pre-processing and EDA of the Dataset -- 3 Modeling -- 3.1 Logistic Regression (LR) -- 3.2 Decision Tree (DT) -- 3.3 Random Forest (RF) -- 4 Results and Discussion -- 5 Conclusions -- References | |
| 505 | 8 | |a AHP Method Applied to the Evaluation of Costs and Pollution Emitted by Combined Means of Transport, Case of SMMC Port Toamasina -- 1 Introduction -- 2 Methodology -- 3 Objective and Expected Results -- 4 Treatment -- 5 Results -- 6 Conclusion and Perspectives -- References -- Evaluate the Potential of the Physical Internet for Last Mile Delivery in Developing Countries -- 1 Introduction -- 2 Literature Review -- 2.1 Overview of the Physical Internet -- 2.2 State of the Art of the PI in Developing Countries -- 3 Research Methodology -- 3.1 A Digital Model to Conduct the Experiment -- 3.2 Case Study Selection -- 4 Results and Discussion -- 5 Conclusion -- References -- Towards an Integrative Assessment Model for Port Sustainability Decisions: A Systematic Review -- 1 Introduction -- 2 Methods and Materials -- 2.1 Data Collection -- 2.2 Initial Search Results and Refinement -- 2.3 Initial Data Analysis -- 3 Results from the Systematic Review -- 3.1 Sustainability Dimensions -- 3.2 Sustainability Indicators in Ports -- 3.3 Current Sustainability Assessment Approaches and Methods -- 4 A New Sustainability Assessment Model for Ports -- 5 Conclusions -- References -- DSS Users and Successful Adoption -- An Investigation on Cloud ERP Adoption Using Technology-Organisation-Environment (TOE) and Diffusion of Innovation (DOI) Theories: A Systematic Review -- 1 Introduction -- 2 Systematic Literature Review -- 2.1 Findings of Systematic Literature Review -- 2.2 Firm Size -- 2.3 Developed and Developing Countries -- 2.4 Diffusion of Innovation (DOI) Theory -- 2.5 Technology-Organisation-Environment (TOE) Framework -- 2.6 The Identification of the Research Gap -- 3 Formulation of Conceptual Framework -- 4 Conclusions -- References -- Young Elderly DSS Users - Some Reasons for Sustained and Successful Adoption -- 1 Introduction -- 1.1 A Short History of DSS Legacy | |
| 505 | 8 | |a 1.2 Modern DSS Black Box Approaches -- 1.3 DW 3.0 - A Modern DSS Application -- 2 Digital Wellness Services for Young Elderly -- 2.1 The UTAUT Framework and Constructs -- 2.2 Self-efficacy -- 2.3 ELM and UTAUT Extensions -- 3 Summary and Conclusions -- References -- Behavioral Studies for the Use of Visualization in Holistic Evaluation for Multicriteria Decision Problems Decision -- 1 Introduction -- 2 FITradeoff Method -- 3 Behavioral Experiment (Online Survey) -- 4 Results -- 5 Conclusion -- References -- A Digital Distance Learning Critical Success Factors Model for Conducting Learning Analytics Research -- 1 Introduction -- 2 Basic Definition of LA the Relationship Between DA and LA -- 3 Theoretical Foundation -- 3.1 System's View of Digital Distance Learning Success Model -- 4 Literature Review -- 4.1 Personalization -- 4.2 Adaptive Learning -- 4.3 Predictive Learning -- 4.4 Development of Learning Analytics Dashboards -- 5 Two Challenges and Responses -- 5.1 Challenge 1. How Can LA Tackle Improving Learning Outcomes in Digital Distance Learning? -- 5.2 Challenge 2. How Can LA Tackle Improving Learning Processes in Digital Distance Learning? -- 6 Conclusion and Future Research Direction -- References -- Scientific Authorship in DSS Research: Past Trends and Future Opportunities -- 1 Introduction -- 1.1 Decision Support Systems -- 1.2 Research Approach -- 1.3 Bibliographic Dataset and Techniques -- 1.4 Gender of Authors -- 2 Exploring DSS in the Wider Scientific Research Landscape -- 3 Geographic Structure of DSS Research -- 4 Discussion and Conclusion -- References -- Correction to: Multi-actor VIKOR Method for Highway Selection in Montenegro -- Correction to: Chapter 1 in: S. Liu et al. (Eds.): Decision Support Systems XIII, LNBIP 474, https://doi.org/10.1007/978-3-031-32534-2_1 -- Author Index | |
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Datensatz im Suchindex
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| adam_text | |
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| author | Liu, Shaofeng |
| author_facet | Liu, Shaofeng |
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| author_sort | Liu, Shaofeng |
| author_variant | s l sl |
| building | Verbundindex |
| bvnumber | BV049876193 |
| classification_rvk | QH 500 QP 327 |
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| contents | Intro -- EURO Working Group on Decision Support Systems (EWG-DSS) -- Preface -- Organization -- Contents -- DSS Models, Methods and Tools -- Multi-actor VIKOR Method for Highway Selection in Montenegro -- 1 Introduction -- 2 Related Research -- 3 VIKOR Method -- 4 MA-VIKOR -- 5 Highway Section Selection (Case Study) -- 6 Conclusion -- References -- A Tool to Support the Decisions for the Trace Clustering Problem with a Non-compensatory Approach -- 1 Introduction -- 2 Background -- 2.1 The Trace Clustering Problem in Process Mining -- 2.2 Principles of the Classical Non-compensatory Trace Clustering -- 3 Engineering the Tool -- 3.1 General Architecture and Workflow Logic -- 3.2 Components and Requirements -- 4 Use Case -- 5 Discussion -- References -- An Asset-Based Causal Loop Model to Improve Corporate Value -- 1 Introduction -- 2 Research Methodology -- 3 Proposal -- 3.1 Assets' Identification -- 3.2 Causal Relationships' Identification -- 3.3 Asset-Based Causal Loop Model -- 4 Illustrative Example -- 4.1 Description of the Fictive Company -- 4.2 The Simulation Model -- 4.3 Results -- 5 Conclusion -- References -- Time-Aware Optimisation Models for Hospital Logistics -- 1 Introduction -- 1.1 Initial Situation in Hospitals -- 1.2 Challenges in Hospital Logistics -- 1.3 Structure of This Work -- 2 Related Work -- 3 Dynamic Time-Aware Model Description -- 4 Implementation of the Scale-able Scheduling Service -- 5 Evaluation -- 6 Conclusion -- References -- Prevention and Detection of Network Attacks: A Comprehensive Study -- 1 Introduction -- 2 Related Work -- 3 Types of Cyber Attacks -- 3.1 DDoS Attacks -- 3.2 Brute Force Attack -- 3.3 Cross Site Scripting -- 3.4 Man-in-the-middle Attacks -- 3.5 Injection Attack -- 3.6 Other Network Attacks -- 4 AI Use in Cyber Attack Defense -- 5 How AI is Used to Create Cyber Attacks 6 Real World Consequences and Recovery -- 7 Results -- 7.1 IRP Prevention -- 7.2 Machine Learning Methods to Detect Cyber Attacks -- 8 Conclusion -- References -- DSS for Business Performance and Stakeholders -- A Literature Review on the Contribution of Industry 4.0 Technologies in OEE Improvement -- 1 Introduction -- 2 Method -- 3 Monitoring and Controlling of Production Systems Based on OEE -- 3.1 OEE as a KPI -- 3.2 Limitations of the Conventional Methods -- 4 OEE in the Era of Industry 4.0 -- 4.1 Industry 4.0 -- 4.2 Monitoring and Controlling of Production Systems in the Era of Industry 4.0 -- 4.3 Use Cases of Production Systems Monitoring and Controlling Using OEE -- 5 Conclusion -- References -- MAMCABM: A Data-Driven Stakeholder-Based Decision-Support System that Considers Uncertainties -- 1 Introduction -- 2 Method -- 2.1 Previous Study of DSS in Mobility and Transportation - The Combination of MCGDM and ABM -- 2.2 The Consideration of Uncertainty -- 2.3 A New Stakeholder-Based DSS Approach -- 3 Case Study -- 4 Conclusion -- References -- BPR Assessment Framework: Staging Business Processes for Redesign Using Cluster Analysis -- 1 Introduction -- 2 Operation Modes of the BPR Assessment Framework -- 2.1 Staging Mode Methodology -- 2.2 Selection of Input Models -- 2.3 Calculation of Internal Measures -- 3 Categorization of Models Through Cluster Analysis -- 3.1 Cluster Analysis and Parameter Selection -- 3.2 Clustering of Input Models Based on Plasticity -- 3.3 Clustering of Input Models Based on External Quality -- 4 Practical Evaluation of Models -- 4.1 Case Study with Low BPR Capacity -- 4.2 Case Study with High BPR Capacity -- 5 Conclusion -- References -- A Lean Knowledge Management Processes Framework for Improving the Performance of Manufacturing Supply Chain Decisions in an Uncertain World -- 1 Introduction -- 2 Literature Review 2.1 Knowledge Management and Knowledge Management Processes -- 2.2 Lean Thinking and Its Application in KM Processes -- 2.3 Identifying Lean Wastes and Lean Principles in Knowledge Management Processes -- 3 Conceptual Framework Development -- 3.1 Latent Variables Development -- 3.2 Lean-KMPs Framework -- 3.3 Contributions and Managerial Implications -- 4 Methodology for Evaluating the Lean-KMPs Framework -- 5 Conclusions -- References -- Integrating Existing Knowledge to Accelerate Buildings Renovation Rates in Europe -- 1 Introduction -- 2 Effective Engagement of Key Actors -- 3 Methodology -- 3.1 Role-Based Methodology -- 3.2 Integrated Solution for Matchmaking of the Interested Parties -- 3.3 User Requirements of the ICT-Enabled Platform -- 4 Conclusions -- References -- Equity-Based Allocation Criteria for Water Deficit Periods: A Case Study in South Africa -- 1 Introduction -- 2 Methods -- 2.1 Study Area -- 2.2 Ranking Water Users for Supply Priority: Community Weighting -- 3 Results -- 3.1 Uniformity of Judgements -- 3.2 Group Objectives -- 3.3 Community Weights Using the AHP Method -- 4 Discussion -- 4.1 Implications of Community Weights -- References -- DSS Applications for Sustainability - Health, Energy and Transportation -- Attracting Financing for Green Energy Projects: A City Readiness Index -- 1 Introduction -- 2 Materials and Methods -- 3 Comparison with Indices from the Respective Literature -- 4 Application and Results -- 5 Conclusions -- References -- Building Risk Prediction Models for Diabetes Decision Support System -- 1 Introduction -- 2 Methodology and Materials -- 2.1 Dataset Utilized -- 2.2 Pre-processing and EDA of the Dataset -- 3 Modeling -- 3.1 Logistic Regression (LR) -- 3.2 Decision Tree (DT) -- 3.3 Random Forest (RF) -- 4 Results and Discussion -- 5 Conclusions -- References AHP Method Applied to the Evaluation of Costs and Pollution Emitted by Combined Means of Transport, Case of SMMC Port Toamasina -- 1 Introduction -- 2 Methodology -- 3 Objective and Expected Results -- 4 Treatment -- 5 Results -- 6 Conclusion and Perspectives -- References -- Evaluate the Potential of the Physical Internet for Last Mile Delivery in Developing Countries -- 1 Introduction -- 2 Literature Review -- 2.1 Overview of the Physical Internet -- 2.2 State of the Art of the PI in Developing Countries -- 3 Research Methodology -- 3.1 A Digital Model to Conduct the Experiment -- 3.2 Case Study Selection -- 4 Results and Discussion -- 5 Conclusion -- References -- Towards an Integrative Assessment Model for Port Sustainability Decisions: A Systematic Review -- 1 Introduction -- 2 Methods and Materials -- 2.1 Data Collection -- 2.2 Initial Search Results and Refinement -- 2.3 Initial Data Analysis -- 3 Results from the Systematic Review -- 3.1 Sustainability Dimensions -- 3.2 Sustainability Indicators in Ports -- 3.3 Current Sustainability Assessment Approaches and Methods -- 4 A New Sustainability Assessment Model for Ports -- 5 Conclusions -- References -- DSS Users and Successful Adoption -- An Investigation on Cloud ERP Adoption Using Technology-Organisation-Environment (TOE) and Diffusion of Innovation (DOI) Theories: A Systematic Review -- 1 Introduction -- 2 Systematic Literature Review -- 2.1 Findings of Systematic Literature Review -- 2.2 Firm Size -- 2.3 Developed and Developing Countries -- 2.4 Diffusion of Innovation (DOI) Theory -- 2.5 Technology-Organisation-Environment (TOE) Framework -- 2.6 The Identification of the Research Gap -- 3 Formulation of Conceptual Framework -- 4 Conclusions -- References -- Young Elderly DSS Users - Some Reasons for Sustained and Successful Adoption -- 1 Introduction -- 1.1 A Short History of DSS Legacy 1.2 Modern DSS Black Box Approaches -- 1.3 DW 3.0 - A Modern DSS Application -- 2 Digital Wellness Services for Young Elderly -- 2.1 The UTAUT Framework and Constructs -- 2.2 Self-efficacy -- 2.3 ELM and UTAUT Extensions -- 3 Summary and Conclusions -- References -- Behavioral Studies for the Use of Visualization in Holistic Evaluation for Multicriteria Decision Problems Decision -- 1 Introduction -- 2 FITradeoff Method -- 3 Behavioral Experiment (Online Survey) -- 4 Results -- 5 Conclusion -- References -- A Digital Distance Learning Critical Success Factors Model for Conducting Learning Analytics Research -- 1 Introduction -- 2 Basic Definition of LA the Relationship Between DA and LA -- 3 Theoretical Foundation -- 3.1 System's View of Digital Distance Learning Success Model -- 4 Literature Review -- 4.1 Personalization -- 4.2 Adaptive Learning -- 4.3 Predictive Learning -- 4.4 Development of Learning Analytics Dashboards -- 5 Two Challenges and Responses -- 5.1 Challenge 1. How Can LA Tackle Improving Learning Outcomes in Digital Distance Learning? -- 5.2 Challenge 2. How Can LA Tackle Improving Learning Processes in Digital Distance Learning? -- 6 Conclusion and Future Research Direction -- References -- Scientific Authorship in DSS Research: Past Trends and Future Opportunities -- 1 Introduction -- 1.1 Decision Support Systems -- 1.2 Research Approach -- 1.3 Bibliographic Dataset and Techniques -- 1.4 Gender of Authors -- 2 Exploring DSS in the Wider Scientific Research Landscape -- 3 Geographic Structure of DSS Research -- 4 Discussion and Conclusion -- References -- Correction to: Multi-actor VIKOR Method for Highway Selection in Montenegro -- Correction to: Chapter 1 in: S. Liu et al. (Eds.): Decision Support Systems XIII, LNBIP 474, https://doi.org/10.1007/978-3-031-32534-2_1 -- Author Index |
| ctrlnum | (ZDB-30-PQE)EBC30545138 (ZDB-30-PAD)EBC30545138 (ZDB-89-EBL)EBL30545138 (OCoLC)1402029443 (DE-599)BVBBV049876193 |
| dewey-full | 658.403 |
| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 658 - General management |
| dewey-raw | 658.403 |
| dewey-search | 658.403 |
| dewey-sort | 3658.403 |
| dewey-tens | 650 - Management and auxiliary services |
| discipline | Wirtschaftswissenschaften |
| edition | 1st ed |
| format | Electronic eBook |
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Decision Support Systems in an Uncertain World</subfield><subfield code="b">9th International Conference on Decision Support System Technology, ICDSST 2023, Albi, France, May 30 - June 1, 2023, Proceedings</subfield></datafield><datafield tag="250" ind1=" " ind2=" "><subfield code="a">1st ed</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">Cham</subfield><subfield code="b">Springer International Publishing AG</subfield><subfield code="c">2023</subfield></datafield><datafield tag="264" ind1=" " ind2="4"><subfield code="c">©2023</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">1 Online-Ressource (313 Seiten)</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="b">txt</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="b">c</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="b">cr</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="490" ind1="0" ind2=" "><subfield code="a">Lecture Notes in Business Information Processing Series</subfield><subfield code="v">v.474</subfield></datafield><datafield tag="500" ind1=" " ind2=" "><subfield code="a">Description based on publisher supplied metadata and other sources</subfield></datafield><datafield tag="505" ind1="8" ind2=" "><subfield code="a">Intro -- EURO Working Group on Decision Support Systems (EWG-DSS) -- Preface -- Organization -- Contents -- DSS Models, Methods and Tools -- Multi-actor VIKOR Method for Highway Selection in Montenegro -- 1 Introduction -- 2 Related Research -- 3 VIKOR Method -- 4 MA-VIKOR -- 5 Highway Section Selection (Case Study) -- 6 Conclusion -- References -- A Tool to Support the Decisions for the Trace Clustering Problem with a Non-compensatory Approach -- 1 Introduction -- 2 Background -- 2.1 The Trace Clustering Problem in Process Mining -- 2.2 Principles of the Classical Non-compensatory Trace Clustering -- 3 Engineering the Tool -- 3.1 General Architecture and Workflow Logic -- 3.2 Components and Requirements -- 4 Use Case -- 5 Discussion -- References -- An Asset-Based Causal Loop Model to Improve Corporate Value -- 1 Introduction -- 2 Research Methodology -- 3 Proposal -- 3.1 Assets' Identification -- 3.2 Causal Relationships' Identification -- 3.3 Asset-Based Causal Loop Model -- 4 Illustrative Example -- 4.1 Description of the Fictive Company -- 4.2 The Simulation Model -- 4.3 Results -- 5 Conclusion -- References -- Time-Aware Optimisation Models for Hospital Logistics -- 1 Introduction -- 1.1 Initial Situation in Hospitals -- 1.2 Challenges in Hospital Logistics -- 1.3 Structure of This Work -- 2 Related Work -- 3 Dynamic Time-Aware Model Description -- 4 Implementation of the Scale-able Scheduling Service -- 5 Evaluation -- 6 Conclusion -- References -- Prevention and Detection of Network Attacks: A Comprehensive Study -- 1 Introduction -- 2 Related Work -- 3 Types of Cyber Attacks -- 3.1 DDoS Attacks -- 3.2 Brute Force Attack -- 3.3 Cross Site Scripting -- 3.4 Man-in-the-middle Attacks -- 3.5 Injection Attack -- 3.6 Other Network Attacks -- 4 AI Use in Cyber Attack Defense -- 5 How AI is Used to Create Cyber Attacks</subfield></datafield><datafield tag="505" ind1="8" ind2=" "><subfield code="a">6 Real World Consequences and Recovery -- 7 Results -- 7.1 IRP Prevention -- 7.2 Machine Learning Methods to Detect Cyber Attacks -- 8 Conclusion -- References -- DSS for Business Performance and Stakeholders -- A Literature Review on the Contribution of Industry 4.0 Technologies in OEE Improvement -- 1 Introduction -- 2 Method -- 3 Monitoring and Controlling of Production Systems Based on OEE -- 3.1 OEE as a KPI -- 3.2 Limitations of the Conventional Methods -- 4 OEE in the Era of Industry 4.0 -- 4.1 Industry 4.0 -- 4.2 Monitoring and Controlling of Production Systems in the Era of Industry 4.0 -- 4.3 Use Cases of Production Systems Monitoring and Controlling Using OEE -- 5 Conclusion -- References -- MAMCABM: A Data-Driven Stakeholder-Based Decision-Support System that Considers Uncertainties -- 1 Introduction -- 2 Method -- 2.1 Previous Study of DSS in Mobility and Transportation - The Combination of MCGDM and ABM -- 2.2 The Consideration of Uncertainty -- 2.3 A New Stakeholder-Based DSS Approach -- 3 Case Study -- 4 Conclusion -- References -- BPR Assessment Framework: Staging Business Processes for Redesign Using Cluster Analysis -- 1 Introduction -- 2 Operation Modes of the BPR Assessment Framework -- 2.1 Staging Mode Methodology -- 2.2 Selection of Input Models -- 2.3 Calculation of Internal Measures -- 3 Categorization of Models Through Cluster Analysis -- 3.1 Cluster Analysis and Parameter Selection -- 3.2 Clustering of Input Models Based on Plasticity -- 3.3 Clustering of Input Models Based on External Quality -- 4 Practical Evaluation of Models -- 4.1 Case Study with Low BPR Capacity -- 4.2 Case Study with High BPR Capacity -- 5 Conclusion -- References -- A Lean Knowledge Management Processes Framework for Improving the Performance of Manufacturing Supply Chain Decisions in an Uncertain World -- 1 Introduction -- 2 Literature Review</subfield></datafield><datafield tag="505" ind1="8" ind2=" "><subfield code="a">2.1 Knowledge Management and Knowledge Management Processes -- 2.2 Lean Thinking and Its Application in KM Processes -- 2.3 Identifying Lean Wastes and Lean Principles in Knowledge Management Processes -- 3 Conceptual Framework Development -- 3.1 Latent Variables Development -- 3.2 Lean-KMPs Framework -- 3.3 Contributions and Managerial Implications -- 4 Methodology for Evaluating the Lean-KMPs Framework -- 5 Conclusions -- References -- Integrating Existing Knowledge to Accelerate Buildings Renovation Rates in Europe -- 1 Introduction -- 2 Effective Engagement of Key Actors -- 3 Methodology -- 3.1 Role-Based Methodology -- 3.2 Integrated Solution for Matchmaking of the Interested Parties -- 3.3 User Requirements of the ICT-Enabled Platform -- 4 Conclusions -- References -- Equity-Based Allocation Criteria for Water Deficit Periods: A Case Study in South Africa -- 1 Introduction -- 2 Methods -- 2.1 Study Area -- 2.2 Ranking Water Users for Supply Priority: Community Weighting -- 3 Results -- 3.1 Uniformity of Judgements -- 3.2 Group Objectives -- 3.3 Community Weights Using the AHP Method -- 4 Discussion -- 4.1 Implications of Community Weights -- References -- DSS Applications for Sustainability - Health, Energy and Transportation -- Attracting Financing for Green Energy Projects: A City Readiness Index -- 1 Introduction -- 2 Materials and Methods -- 3 Comparison with Indices from the Respective Literature -- 4 Application and Results -- 5 Conclusions -- References -- Building Risk Prediction Models for Diabetes Decision Support System -- 1 Introduction -- 2 Methodology and Materials -- 2.1 Dataset Utilized -- 2.2 Pre-processing and EDA of the Dataset -- 3 Modeling -- 3.1 Logistic Regression (LR) -- 3.2 Decision Tree (DT) -- 3.3 Random Forest (RF) -- 4 Results and Discussion -- 5 Conclusions -- References</subfield></datafield><datafield tag="505" ind1="8" ind2=" "><subfield code="a">AHP Method Applied to the Evaluation of Costs and Pollution Emitted by Combined Means of Transport, Case of SMMC Port Toamasina -- 1 Introduction -- 2 Methodology -- 3 Objective and Expected Results -- 4 Treatment -- 5 Results -- 6 Conclusion and Perspectives -- References -- Evaluate the Potential of the Physical Internet for Last Mile Delivery in Developing Countries -- 1 Introduction -- 2 Literature Review -- 2.1 Overview of the Physical Internet -- 2.2 State of the Art of the PI in Developing Countries -- 3 Research Methodology -- 3.1 A Digital Model to Conduct the Experiment -- 3.2 Case Study Selection -- 4 Results and Discussion -- 5 Conclusion -- References -- Towards an Integrative Assessment Model for Port Sustainability Decisions: A Systematic Review -- 1 Introduction -- 2 Methods and Materials -- 2.1 Data Collection -- 2.2 Initial Search Results and Refinement -- 2.3 Initial Data Analysis -- 3 Results from the Systematic Review -- 3.1 Sustainability Dimensions -- 3.2 Sustainability Indicators in Ports -- 3.3 Current Sustainability Assessment Approaches and Methods -- 4 A New Sustainability Assessment Model for Ports -- 5 Conclusions -- References -- DSS Users and Successful Adoption -- An Investigation on Cloud ERP Adoption Using Technology-Organisation-Environment (TOE) and Diffusion of Innovation (DOI) Theories: A Systematic Review -- 1 Introduction -- 2 Systematic Literature Review -- 2.1 Findings of Systematic Literature Review -- 2.2 Firm Size -- 2.3 Developed and Developing Countries -- 2.4 Diffusion of Innovation (DOI) Theory -- 2.5 Technology-Organisation-Environment (TOE) Framework -- 2.6 The Identification of the Research Gap -- 3 Formulation of Conceptual Framework -- 4 Conclusions -- References -- Young Elderly DSS Users - Some Reasons for Sustained and Successful Adoption -- 1 Introduction -- 1.1 A Short History of DSS Legacy</subfield></datafield><datafield tag="505" ind1="8" ind2=" "><subfield code="a">1.2 Modern DSS Black Box Approaches -- 1.3 DW 3.0 - A Modern DSS Application -- 2 Digital Wellness Services for Young Elderly -- 2.1 The UTAUT Framework and Constructs -- 2.2 Self-efficacy -- 2.3 ELM and UTAUT Extensions -- 3 Summary and Conclusions -- References -- Behavioral Studies for the Use of Visualization in Holistic Evaluation for Multicriteria Decision Problems Decision -- 1 Introduction -- 2 FITradeoff Method -- 3 Behavioral Experiment (Online Survey) -- 4 Results -- 5 Conclusion -- References -- A Digital Distance Learning Critical Success Factors Model for Conducting Learning Analytics Research -- 1 Introduction -- 2 Basic Definition of LA the Relationship Between DA and LA -- 3 Theoretical Foundation -- 3.1 System's View of Digital Distance Learning Success Model -- 4 Literature Review -- 4.1 Personalization -- 4.2 Adaptive Learning -- 4.3 Predictive Learning -- 4.4 Development of Learning Analytics Dashboards -- 5 Two Challenges and Responses -- 5.1 Challenge 1. How Can LA Tackle Improving Learning Outcomes in Digital Distance Learning? -- 5.2 Challenge 2. How Can LA Tackle Improving Learning Processes in Digital Distance Learning? -- 6 Conclusion and Future Research Direction -- References -- Scientific Authorship in DSS Research: Past Trends and Future Opportunities -- 1 Introduction -- 1.1 Decision Support Systems -- 1.2 Research Approach -- 1.3 Bibliographic Dataset and Techniques -- 1.4 Gender of Authors -- 2 Exploring DSS in the Wider Scientific Research Landscape -- 3 Geographic Structure of DSS Research -- 4 Discussion and Conclusion -- References -- Correction to: Multi-actor VIKOR Method for Highway Selection in Montenegro -- Correction to: Chapter 1 in: S. Liu et al. (Eds.): Decision Support Systems XIII, LNBIP 474, https://doi.org/10.1007/978-3-031-32534-2_1 -- Author Index</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Decision support systems-Congresses</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Künstliche Intelligenz</subfield><subfield code="0">(DE-588)4033447-8</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Entscheidungsunterstützungssystem</subfield><subfield code="0">(DE-588)4191815-0</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Maschinelles Lernen</subfield><subfield code="0">(DE-588)4193754-5</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="655" ind1=" " ind2="7"><subfield code="0">(DE-588)1071861417</subfield><subfield code="a">Konferenzschrift</subfield><subfield code="y">2023</subfield><subfield code="z">Albi</subfield><subfield code="2">gnd-content</subfield></datafield><datafield tag="689" ind1="0" ind2="0"><subfield code="a">Entscheidungsunterstützungssystem</subfield><subfield code="0">(DE-588)4191815-0</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="1"><subfield code="a">Künstliche Intelligenz</subfield><subfield code="0">(DE-588)4033447-8</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="2"><subfield code="a">Maschinelles Lernen</subfield><subfield code="0">(DE-588)4193754-5</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2=" "><subfield code="5">DE-604</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Zaraté, Pascale</subfield><subfield code="e">Sonstige</subfield><subfield code="4">oth</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Kamissoko, Daouda</subfield><subfield code="e">Sonstige</subfield><subfield code="4">oth</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Linden, Isabelle</subfield><subfield code="e">Sonstige</subfield><subfield code="4">oth</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Papathanasiou, Jason</subfield><subfield code="e">Sonstige</subfield><subfield code="4">oth</subfield></datafield><datafield tag="776" ind1="0" ind2="8"><subfield code="i">Erscheint auch als</subfield><subfield code="n">Druck-Ausgabe</subfield><subfield code="a">Liu, Shaofeng</subfield><subfield code="t">Decision Support Systems XIII. Decision Support Systems in an Uncertain World: the Contribution of Digital Twins</subfield><subfield code="d">Cham : Springer International Publishing AG,c2023</subfield><subfield code="z">9783031325335</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">ZDB-30-PQE</subfield></datafield><datafield tag="943" ind1="1" ind2=" "><subfield code="a">oai:aleph.bib-bvb.de:BVB01-035215643</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://ebookcentral.proquest.com/lib/hwr/detail.action?docID=30545138</subfield><subfield code="l">DE-2070s</subfield><subfield code="p">ZDB-30-PQE</subfield><subfield code="q">HWR_PDA_PQE</subfield><subfield code="x">Aggregator</subfield><subfield code="3">Volltext</subfield></datafield></record></collection> |
| genre | (DE-588)1071861417 Konferenzschrift 2023 Albi gnd-content |
| genre_facet | Konferenzschrift 2023 Albi |
| id | DE-604.BV049876193 |
| illustrated | Not Illustrated |
| indexdate | 2025-01-11T19:22:54Z |
| institution | BVB |
| isbn | 9783031325342 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-035215643 |
| oclc_num | 1402029443 |
| open_access_boolean | |
| owner | DE-2070s |
| owner_facet | DE-2070s |
| physical | 1 Online-Ressource (313 Seiten) |
| psigel | ZDB-30-PQE ZDB-30-PQE HWR_PDA_PQE |
| publishDate | 2023 |
| publishDateSearch | 2023 |
| publishDateSort | 2023 |
| publisher | Springer International Publishing AG |
| record_format | marc |
| series2 | Lecture Notes in Business Information Processing Series |
| spelling | Liu, Shaofeng Verfasser aut Decision Support Systems XIII. Decision Support Systems in an Uncertain World 9th International Conference on Decision Support System Technology, ICDSST 2023, Albi, France, May 30 - June 1, 2023, Proceedings 1st ed Cham Springer International Publishing AG 2023 ©2023 1 Online-Ressource (313 Seiten) txt rdacontent c rdamedia cr rdacarrier Lecture Notes in Business Information Processing Series v.474 Description based on publisher supplied metadata and other sources Intro -- EURO Working Group on Decision Support Systems (EWG-DSS) -- Preface -- Organization -- Contents -- DSS Models, Methods and Tools -- Multi-actor VIKOR Method for Highway Selection in Montenegro -- 1 Introduction -- 2 Related Research -- 3 VIKOR Method -- 4 MA-VIKOR -- 5 Highway Section Selection (Case Study) -- 6 Conclusion -- References -- A Tool to Support the Decisions for the Trace Clustering Problem with a Non-compensatory Approach -- 1 Introduction -- 2 Background -- 2.1 The Trace Clustering Problem in Process Mining -- 2.2 Principles of the Classical Non-compensatory Trace Clustering -- 3 Engineering the Tool -- 3.1 General Architecture and Workflow Logic -- 3.2 Components and Requirements -- 4 Use Case -- 5 Discussion -- References -- An Asset-Based Causal Loop Model to Improve Corporate Value -- 1 Introduction -- 2 Research Methodology -- 3 Proposal -- 3.1 Assets' Identification -- 3.2 Causal Relationships' Identification -- 3.3 Asset-Based Causal Loop Model -- 4 Illustrative Example -- 4.1 Description of the Fictive Company -- 4.2 The Simulation Model -- 4.3 Results -- 5 Conclusion -- References -- Time-Aware Optimisation Models for Hospital Logistics -- 1 Introduction -- 1.1 Initial Situation in Hospitals -- 1.2 Challenges in Hospital Logistics -- 1.3 Structure of This Work -- 2 Related Work -- 3 Dynamic Time-Aware Model Description -- 4 Implementation of the Scale-able Scheduling Service -- 5 Evaluation -- 6 Conclusion -- References -- Prevention and Detection of Network Attacks: A Comprehensive Study -- 1 Introduction -- 2 Related Work -- 3 Types of Cyber Attacks -- 3.1 DDoS Attacks -- 3.2 Brute Force Attack -- 3.3 Cross Site Scripting -- 3.4 Man-in-the-middle Attacks -- 3.5 Injection Attack -- 3.6 Other Network Attacks -- 4 AI Use in Cyber Attack Defense -- 5 How AI is Used to Create Cyber Attacks 6 Real World Consequences and Recovery -- 7 Results -- 7.1 IRP Prevention -- 7.2 Machine Learning Methods to Detect Cyber Attacks -- 8 Conclusion -- References -- DSS for Business Performance and Stakeholders -- A Literature Review on the Contribution of Industry 4.0 Technologies in OEE Improvement -- 1 Introduction -- 2 Method -- 3 Monitoring and Controlling of Production Systems Based on OEE -- 3.1 OEE as a KPI -- 3.2 Limitations of the Conventional Methods -- 4 OEE in the Era of Industry 4.0 -- 4.1 Industry 4.0 -- 4.2 Monitoring and Controlling of Production Systems in the Era of Industry 4.0 -- 4.3 Use Cases of Production Systems Monitoring and Controlling Using OEE -- 5 Conclusion -- References -- MAMCABM: A Data-Driven Stakeholder-Based Decision-Support System that Considers Uncertainties -- 1 Introduction -- 2 Method -- 2.1 Previous Study of DSS in Mobility and Transportation - The Combination of MCGDM and ABM -- 2.2 The Consideration of Uncertainty -- 2.3 A New Stakeholder-Based DSS Approach -- 3 Case Study -- 4 Conclusion -- References -- BPR Assessment Framework: Staging Business Processes for Redesign Using Cluster Analysis -- 1 Introduction -- 2 Operation Modes of the BPR Assessment Framework -- 2.1 Staging Mode Methodology -- 2.2 Selection of Input Models -- 2.3 Calculation of Internal Measures -- 3 Categorization of Models Through Cluster Analysis -- 3.1 Cluster Analysis and Parameter Selection -- 3.2 Clustering of Input Models Based on Plasticity -- 3.3 Clustering of Input Models Based on External Quality -- 4 Practical Evaluation of Models -- 4.1 Case Study with Low BPR Capacity -- 4.2 Case Study with High BPR Capacity -- 5 Conclusion -- References -- A Lean Knowledge Management Processes Framework for Improving the Performance of Manufacturing Supply Chain Decisions in an Uncertain World -- 1 Introduction -- 2 Literature Review 2.1 Knowledge Management and Knowledge Management Processes -- 2.2 Lean Thinking and Its Application in KM Processes -- 2.3 Identifying Lean Wastes and Lean Principles in Knowledge Management Processes -- 3 Conceptual Framework Development -- 3.1 Latent Variables Development -- 3.2 Lean-KMPs Framework -- 3.3 Contributions and Managerial Implications -- 4 Methodology for Evaluating the Lean-KMPs Framework -- 5 Conclusions -- References -- Integrating Existing Knowledge to Accelerate Buildings Renovation Rates in Europe -- 1 Introduction -- 2 Effective Engagement of Key Actors -- 3 Methodology -- 3.1 Role-Based Methodology -- 3.2 Integrated Solution for Matchmaking of the Interested Parties -- 3.3 User Requirements of the ICT-Enabled Platform -- 4 Conclusions -- References -- Equity-Based Allocation Criteria for Water Deficit Periods: A Case Study in South Africa -- 1 Introduction -- 2 Methods -- 2.1 Study Area -- 2.2 Ranking Water Users for Supply Priority: Community Weighting -- 3 Results -- 3.1 Uniformity of Judgements -- 3.2 Group Objectives -- 3.3 Community Weights Using the AHP Method -- 4 Discussion -- 4.1 Implications of Community Weights -- References -- DSS Applications for Sustainability - Health, Energy and Transportation -- Attracting Financing for Green Energy Projects: A City Readiness Index -- 1 Introduction -- 2 Materials and Methods -- 3 Comparison with Indices from the Respective Literature -- 4 Application and Results -- 5 Conclusions -- References -- Building Risk Prediction Models for Diabetes Decision Support System -- 1 Introduction -- 2 Methodology and Materials -- 2.1 Dataset Utilized -- 2.2 Pre-processing and EDA of the Dataset -- 3 Modeling -- 3.1 Logistic Regression (LR) -- 3.2 Decision Tree (DT) -- 3.3 Random Forest (RF) -- 4 Results and Discussion -- 5 Conclusions -- References AHP Method Applied to the Evaluation of Costs and Pollution Emitted by Combined Means of Transport, Case of SMMC Port Toamasina -- 1 Introduction -- 2 Methodology -- 3 Objective and Expected Results -- 4 Treatment -- 5 Results -- 6 Conclusion and Perspectives -- References -- Evaluate the Potential of the Physical Internet for Last Mile Delivery in Developing Countries -- 1 Introduction -- 2 Literature Review -- 2.1 Overview of the Physical Internet -- 2.2 State of the Art of the PI in Developing Countries -- 3 Research Methodology -- 3.1 A Digital Model to Conduct the Experiment -- 3.2 Case Study Selection -- 4 Results and Discussion -- 5 Conclusion -- References -- Towards an Integrative Assessment Model for Port Sustainability Decisions: A Systematic Review -- 1 Introduction -- 2 Methods and Materials -- 2.1 Data Collection -- 2.2 Initial Search Results and Refinement -- 2.3 Initial Data Analysis -- 3 Results from the Systematic Review -- 3.1 Sustainability Dimensions -- 3.2 Sustainability Indicators in Ports -- 3.3 Current Sustainability Assessment Approaches and Methods -- 4 A New Sustainability Assessment Model for Ports -- 5 Conclusions -- References -- DSS Users and Successful Adoption -- An Investigation on Cloud ERP Adoption Using Technology-Organisation-Environment (TOE) and Diffusion of Innovation (DOI) Theories: A Systematic Review -- 1 Introduction -- 2 Systematic Literature Review -- 2.1 Findings of Systematic Literature Review -- 2.2 Firm Size -- 2.3 Developed and Developing Countries -- 2.4 Diffusion of Innovation (DOI) Theory -- 2.5 Technology-Organisation-Environment (TOE) Framework -- 2.6 The Identification of the Research Gap -- 3 Formulation of Conceptual Framework -- 4 Conclusions -- References -- Young Elderly DSS Users - Some Reasons for Sustained and Successful Adoption -- 1 Introduction -- 1.1 A Short History of DSS Legacy 1.2 Modern DSS Black Box Approaches -- 1.3 DW 3.0 - A Modern DSS Application -- 2 Digital Wellness Services for Young Elderly -- 2.1 The UTAUT Framework and Constructs -- 2.2 Self-efficacy -- 2.3 ELM and UTAUT Extensions -- 3 Summary and Conclusions -- References -- Behavioral Studies for the Use of Visualization in Holistic Evaluation for Multicriteria Decision Problems Decision -- 1 Introduction -- 2 FITradeoff Method -- 3 Behavioral Experiment (Online Survey) -- 4 Results -- 5 Conclusion -- References -- A Digital Distance Learning Critical Success Factors Model for Conducting Learning Analytics Research -- 1 Introduction -- 2 Basic Definition of LA the Relationship Between DA and LA -- 3 Theoretical Foundation -- 3.1 System's View of Digital Distance Learning Success Model -- 4 Literature Review -- 4.1 Personalization -- 4.2 Adaptive Learning -- 4.3 Predictive Learning -- 4.4 Development of Learning Analytics Dashboards -- 5 Two Challenges and Responses -- 5.1 Challenge 1. How Can LA Tackle Improving Learning Outcomes in Digital Distance Learning? -- 5.2 Challenge 2. How Can LA Tackle Improving Learning Processes in Digital Distance Learning? -- 6 Conclusion and Future Research Direction -- References -- Scientific Authorship in DSS Research: Past Trends and Future Opportunities -- 1 Introduction -- 1.1 Decision Support Systems -- 1.2 Research Approach -- 1.3 Bibliographic Dataset and Techniques -- 1.4 Gender of Authors -- 2 Exploring DSS in the Wider Scientific Research Landscape -- 3 Geographic Structure of DSS Research -- 4 Discussion and Conclusion -- References -- Correction to: Multi-actor VIKOR Method for Highway Selection in Montenegro -- Correction to: Chapter 1 in: S. Liu et al. (Eds.): Decision Support Systems XIII, LNBIP 474, https://doi.org/10.1007/978-3-031-32534-2_1 -- Author Index Decision support systems-Congresses Künstliche Intelligenz (DE-588)4033447-8 gnd rswk-swf Entscheidungsunterstützungssystem (DE-588)4191815-0 gnd rswk-swf Maschinelles Lernen (DE-588)4193754-5 gnd rswk-swf (DE-588)1071861417 Konferenzschrift 2023 Albi gnd-content Entscheidungsunterstützungssystem (DE-588)4191815-0 s Künstliche Intelligenz (DE-588)4033447-8 s Maschinelles Lernen (DE-588)4193754-5 s DE-604 Zaraté, Pascale Sonstige oth Kamissoko, Daouda Sonstige oth Linden, Isabelle Sonstige oth Papathanasiou, Jason Sonstige oth Erscheint auch als Druck-Ausgabe Liu, Shaofeng Decision Support Systems XIII. Decision Support Systems in an Uncertain World: the Contribution of Digital Twins Cham : Springer International Publishing AG,c2023 9783031325335 |
| spellingShingle | Liu, Shaofeng Decision Support Systems XIII. Decision Support Systems in an Uncertain World 9th International Conference on Decision Support System Technology, ICDSST 2023, Albi, France, May 30 - June 1, 2023, Proceedings Intro -- EURO Working Group on Decision Support Systems (EWG-DSS) -- Preface -- Organization -- Contents -- DSS Models, Methods and Tools -- Multi-actor VIKOR Method for Highway Selection in Montenegro -- 1 Introduction -- 2 Related Research -- 3 VIKOR Method -- 4 MA-VIKOR -- 5 Highway Section Selection (Case Study) -- 6 Conclusion -- References -- A Tool to Support the Decisions for the Trace Clustering Problem with a Non-compensatory Approach -- 1 Introduction -- 2 Background -- 2.1 The Trace Clustering Problem in Process Mining -- 2.2 Principles of the Classical Non-compensatory Trace Clustering -- 3 Engineering the Tool -- 3.1 General Architecture and Workflow Logic -- 3.2 Components and Requirements -- 4 Use Case -- 5 Discussion -- References -- An Asset-Based Causal Loop Model to Improve Corporate Value -- 1 Introduction -- 2 Research Methodology -- 3 Proposal -- 3.1 Assets' Identification -- 3.2 Causal Relationships' Identification -- 3.3 Asset-Based Causal Loop Model -- 4 Illustrative Example -- 4.1 Description of the Fictive Company -- 4.2 The Simulation Model -- 4.3 Results -- 5 Conclusion -- References -- Time-Aware Optimisation Models for Hospital Logistics -- 1 Introduction -- 1.1 Initial Situation in Hospitals -- 1.2 Challenges in Hospital Logistics -- 1.3 Structure of This Work -- 2 Related Work -- 3 Dynamic Time-Aware Model Description -- 4 Implementation of the Scale-able Scheduling Service -- 5 Evaluation -- 6 Conclusion -- References -- Prevention and Detection of Network Attacks: A Comprehensive Study -- 1 Introduction -- 2 Related Work -- 3 Types of Cyber Attacks -- 3.1 DDoS Attacks -- 3.2 Brute Force Attack -- 3.3 Cross Site Scripting -- 3.4 Man-in-the-middle Attacks -- 3.5 Injection Attack -- 3.6 Other Network Attacks -- 4 AI Use in Cyber Attack Defense -- 5 How AI is Used to Create Cyber Attacks 6 Real World Consequences and Recovery -- 7 Results -- 7.1 IRP Prevention -- 7.2 Machine Learning Methods to Detect Cyber Attacks -- 8 Conclusion -- References -- DSS for Business Performance and Stakeholders -- A Literature Review on the Contribution of Industry 4.0 Technologies in OEE Improvement -- 1 Introduction -- 2 Method -- 3 Monitoring and Controlling of Production Systems Based on OEE -- 3.1 OEE as a KPI -- 3.2 Limitations of the Conventional Methods -- 4 OEE in the Era of Industry 4.0 -- 4.1 Industry 4.0 -- 4.2 Monitoring and Controlling of Production Systems in the Era of Industry 4.0 -- 4.3 Use Cases of Production Systems Monitoring and Controlling Using OEE -- 5 Conclusion -- References -- MAMCABM: A Data-Driven Stakeholder-Based Decision-Support System that Considers Uncertainties -- 1 Introduction -- 2 Method -- 2.1 Previous Study of DSS in Mobility and Transportation - The Combination of MCGDM and ABM -- 2.2 The Consideration of Uncertainty -- 2.3 A New Stakeholder-Based DSS Approach -- 3 Case Study -- 4 Conclusion -- References -- BPR Assessment Framework: Staging Business Processes for Redesign Using Cluster Analysis -- 1 Introduction -- 2 Operation Modes of the BPR Assessment Framework -- 2.1 Staging Mode Methodology -- 2.2 Selection of Input Models -- 2.3 Calculation of Internal Measures -- 3 Categorization of Models Through Cluster Analysis -- 3.1 Cluster Analysis and Parameter Selection -- 3.2 Clustering of Input Models Based on Plasticity -- 3.3 Clustering of Input Models Based on External Quality -- 4 Practical Evaluation of Models -- 4.1 Case Study with Low BPR Capacity -- 4.2 Case Study with High BPR Capacity -- 5 Conclusion -- References -- A Lean Knowledge Management Processes Framework for Improving the Performance of Manufacturing Supply Chain Decisions in an Uncertain World -- 1 Introduction -- 2 Literature Review 2.1 Knowledge Management and Knowledge Management Processes -- 2.2 Lean Thinking and Its Application in KM Processes -- 2.3 Identifying Lean Wastes and Lean Principles in Knowledge Management Processes -- 3 Conceptual Framework Development -- 3.1 Latent Variables Development -- 3.2 Lean-KMPs Framework -- 3.3 Contributions and Managerial Implications -- 4 Methodology for Evaluating the Lean-KMPs Framework -- 5 Conclusions -- References -- Integrating Existing Knowledge to Accelerate Buildings Renovation Rates in Europe -- 1 Introduction -- 2 Effective Engagement of Key Actors -- 3 Methodology -- 3.1 Role-Based Methodology -- 3.2 Integrated Solution for Matchmaking of the Interested Parties -- 3.3 User Requirements of the ICT-Enabled Platform -- 4 Conclusions -- References -- Equity-Based Allocation Criteria for Water Deficit Periods: A Case Study in South Africa -- 1 Introduction -- 2 Methods -- 2.1 Study Area -- 2.2 Ranking Water Users for Supply Priority: Community Weighting -- 3 Results -- 3.1 Uniformity of Judgements -- 3.2 Group Objectives -- 3.3 Community Weights Using the AHP Method -- 4 Discussion -- 4.1 Implications of Community Weights -- References -- DSS Applications for Sustainability - Health, Energy and Transportation -- Attracting Financing for Green Energy Projects: A City Readiness Index -- 1 Introduction -- 2 Materials and Methods -- 3 Comparison with Indices from the Respective Literature -- 4 Application and Results -- 5 Conclusions -- References -- Building Risk Prediction Models for Diabetes Decision Support System -- 1 Introduction -- 2 Methodology and Materials -- 2.1 Dataset Utilized -- 2.2 Pre-processing and EDA of the Dataset -- 3 Modeling -- 3.1 Logistic Regression (LR) -- 3.2 Decision Tree (DT) -- 3.3 Random Forest (RF) -- 4 Results and Discussion -- 5 Conclusions -- References AHP Method Applied to the Evaluation of Costs and Pollution Emitted by Combined Means of Transport, Case of SMMC Port Toamasina -- 1 Introduction -- 2 Methodology -- 3 Objective and Expected Results -- 4 Treatment -- 5 Results -- 6 Conclusion and Perspectives -- References -- Evaluate the Potential of the Physical Internet for Last Mile Delivery in Developing Countries -- 1 Introduction -- 2 Literature Review -- 2.1 Overview of the Physical Internet -- 2.2 State of the Art of the PI in Developing Countries -- 3 Research Methodology -- 3.1 A Digital Model to Conduct the Experiment -- 3.2 Case Study Selection -- 4 Results and Discussion -- 5 Conclusion -- References -- Towards an Integrative Assessment Model for Port Sustainability Decisions: A Systematic Review -- 1 Introduction -- 2 Methods and Materials -- 2.1 Data Collection -- 2.2 Initial Search Results and Refinement -- 2.3 Initial Data Analysis -- 3 Results from the Systematic Review -- 3.1 Sustainability Dimensions -- 3.2 Sustainability Indicators in Ports -- 3.3 Current Sustainability Assessment Approaches and Methods -- 4 A New Sustainability Assessment Model for Ports -- 5 Conclusions -- References -- DSS Users and Successful Adoption -- An Investigation on Cloud ERP Adoption Using Technology-Organisation-Environment (TOE) and Diffusion of Innovation (DOI) Theories: A Systematic Review -- 1 Introduction -- 2 Systematic Literature Review -- 2.1 Findings of Systematic Literature Review -- 2.2 Firm Size -- 2.3 Developed and Developing Countries -- 2.4 Diffusion of Innovation (DOI) Theory -- 2.5 Technology-Organisation-Environment (TOE) Framework -- 2.6 The Identification of the Research Gap -- 3 Formulation of Conceptual Framework -- 4 Conclusions -- References -- Young Elderly DSS Users - Some Reasons for Sustained and Successful Adoption -- 1 Introduction -- 1.1 A Short History of DSS Legacy 1.2 Modern DSS Black Box Approaches -- 1.3 DW 3.0 - A Modern DSS Application -- 2 Digital Wellness Services for Young Elderly -- 2.1 The UTAUT Framework and Constructs -- 2.2 Self-efficacy -- 2.3 ELM and UTAUT Extensions -- 3 Summary and Conclusions -- References -- Behavioral Studies for the Use of Visualization in Holistic Evaluation for Multicriteria Decision Problems Decision -- 1 Introduction -- 2 FITradeoff Method -- 3 Behavioral Experiment (Online Survey) -- 4 Results -- 5 Conclusion -- References -- A Digital Distance Learning Critical Success Factors Model for Conducting Learning Analytics Research -- 1 Introduction -- 2 Basic Definition of LA the Relationship Between DA and LA -- 3 Theoretical Foundation -- 3.1 System's View of Digital Distance Learning Success Model -- 4 Literature Review -- 4.1 Personalization -- 4.2 Adaptive Learning -- 4.3 Predictive Learning -- 4.4 Development of Learning Analytics Dashboards -- 5 Two Challenges and Responses -- 5.1 Challenge 1. How Can LA Tackle Improving Learning Outcomes in Digital Distance Learning? -- 5.2 Challenge 2. How Can LA Tackle Improving Learning Processes in Digital Distance Learning? -- 6 Conclusion and Future Research Direction -- References -- Scientific Authorship in DSS Research: Past Trends and Future Opportunities -- 1 Introduction -- 1.1 Decision Support Systems -- 1.2 Research Approach -- 1.3 Bibliographic Dataset and Techniques -- 1.4 Gender of Authors -- 2 Exploring DSS in the Wider Scientific Research Landscape -- 3 Geographic Structure of DSS Research -- 4 Discussion and Conclusion -- References -- Correction to: Multi-actor VIKOR Method for Highway Selection in Montenegro -- Correction to: Chapter 1 in: S. Liu et al. (Eds.): Decision Support Systems XIII, LNBIP 474, https://doi.org/10.1007/978-3-031-32534-2_1 -- Author Index Decision support systems-Congresses Künstliche Intelligenz (DE-588)4033447-8 gnd Entscheidungsunterstützungssystem (DE-588)4191815-0 gnd Maschinelles Lernen (DE-588)4193754-5 gnd |
| subject_GND | (DE-588)4033447-8 (DE-588)4191815-0 (DE-588)4193754-5 (DE-588)1071861417 |
| title | Decision Support Systems XIII. Decision Support Systems in an Uncertain World 9th International Conference on Decision Support System Technology, ICDSST 2023, Albi, France, May 30 - June 1, 2023, Proceedings |
| title_auth | Decision Support Systems XIII. Decision Support Systems in an Uncertain World 9th International Conference on Decision Support System Technology, ICDSST 2023, Albi, France, May 30 - June 1, 2023, Proceedings |
| title_exact_search | Decision Support Systems XIII. Decision Support Systems in an Uncertain World 9th International Conference on Decision Support System Technology, ICDSST 2023, Albi, France, May 30 - June 1, 2023, Proceedings |
| title_full | Decision Support Systems XIII. Decision Support Systems in an Uncertain World 9th International Conference on Decision Support System Technology, ICDSST 2023, Albi, France, May 30 - June 1, 2023, Proceedings |
| title_fullStr | Decision Support Systems XIII. Decision Support Systems in an Uncertain World 9th International Conference on Decision Support System Technology, ICDSST 2023, Albi, France, May 30 - June 1, 2023, Proceedings |
| title_full_unstemmed | Decision Support Systems XIII. Decision Support Systems in an Uncertain World 9th International Conference on Decision Support System Technology, ICDSST 2023, Albi, France, May 30 - June 1, 2023, Proceedings |
| title_short | Decision Support Systems XIII. Decision Support Systems in an Uncertain World |
| title_sort | decision support systems xiii decision support systems in an uncertain world 9th international conference on decision support system technology icdsst 2023 albi france may 30 june 1 2023 proceedings |
| title_sub | 9th International Conference on Decision Support System Technology, ICDSST 2023, Albi, France, May 30 - June 1, 2023, Proceedings |
| topic | Decision support systems-Congresses Künstliche Intelligenz (DE-588)4033447-8 gnd Entscheidungsunterstützungssystem (DE-588)4191815-0 gnd Maschinelles Lernen (DE-588)4193754-5 gnd |
| topic_facet | Decision support systems-Congresses Künstliche Intelligenz Entscheidungsunterstützungssystem Maschinelles Lernen Konferenzschrift 2023 Albi |
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