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ویرایش: نویسندگان: Shaofeng Liu, Pascale Zaraté, Daouda Kamissoko, Isabelle Linden, Jason Papathanasiou سری: Lecture Notes in Business Information Processing, 474 ISBN (شابک) : 3031325338, 9783031325335 ناشر: Springer سال نشر: 2023 تعداد صفحات: 311 [312] زبان: English فرمت فایل : PDF (درصورت درخواست کاربر به PDF، EPUB یا AZW3 تبدیل می شود) حجم فایل: 25 Mb
در صورت تبدیل فایل کتاب Decision Support Systems XIII. Decision Support Systems in An Uncertain World: The Contribution of Digital Twins: 9th International Conference on Decision Support System Technology, ICDSST 2023 Albi, France, May 30 – June 1, 2023 Proceedings به فرمت های PDF، EPUB، AZW3، MOBI و یا DJVU می توانید به پشتیبان اطلاع دهید تا فایل مورد نظر را تبدیل نمایند.
توجه داشته باشید کتاب سیستم های پشتیبانی تصمیم سیزدهم. سیستمهای پشتیبانی تصمیم در دنیای نامشخص: مشارکت دوقلوهای دیجیتال: نهمین کنفرانس بینالمللی فناوری سیستم پشتیبانی تصمیم، ICDSST 2023 آلبی، فرانسه، 30 مه - 1 ژوئن 2023 مجموعه مقالات نسخه زبان اصلی می باشد و کتاب ترجمه شده به فارسی نمی باشد. وبسایت اینترنشنال لایبرری ارائه دهنده کتاب های زبان اصلی می باشد و هیچ گونه کتاب ترجمه شده یا نوشته شده به فارسی را ارائه نمی دهد.
این کتاب مجموعه مقالات نهمین کنفرانس بینالمللی فناوریهای سیستمهای پشتیبانی تصمیم، ICDSST 2023 است که از 30 می تا 1 ژوئن 2023 برگزار شد. مجموعه EWG-DSS از کنفرانس بینالمللی فناوری سیستم پشتیبانی تصمیم (ICDSST) برنامهریزی شده است تا سنت رویدادهای سالانه سازماندهی شده توسط EWG-DSS در ارائه بستری برای جوامع اروپایی و بین المللی DSS، متشکل از بخش های دانشگاهی و صنعتی، برای ارائه تحقیقات و پیشرفت های پیشرفته DSS، برای بحث در مورد چالش های جاری پیرامون تصمیم گیری ایجاد فرآیندها، تبادل نظر در مورد راه حل های واقعی و نوآورانه، و توسعه مشترک فرصت های تجاری بالقوه. موضوع اصلی امسال «سیستمهای پشتیبانی تصمیم در دنیای نامشخص: مشارکت دوقلوهای دیجیتال» بود. 21 مقاله ارائه شده در این جلد به دقت بررسی و از بین 65 مقاله ارسالی انتخاب شدند. آنها در بخش های موضوعی به شرح زیر سازماندهی شدند: مدل ها، روش ها و ابزارهای DSS. DSS برای عملکرد تجاری و ذینفعان؛ کاربردهای DSS برای پایداری در سلامت، انرژی و حمل و نقل؛ و کاربران DSS و پذیرش موفقیت آمیز.
This book constitutes the proceedings of the 9th International Conference on Decision Support Systems Technologies, ICDSST 2023, held during May 30 – June 1, 2023. The EWG-DSS series of International Conference on Decision Support System Technology (ICDSST) is planned to consolidate the tradition of annual events organized by the EWG-DSS in offering a platform for European and international DSS communities, comprising the academic and industrial sectors, to present state-of-the-art DSS research and developments, to discuss current challenges that surround decision-making processes, to exchange ideas about realistic and innovative solutions, and to co-develop potential business opportunities. The main theme of this year was “Decision Support Systems in An Uncertain World: The Contribution of Digital Twins”. The 21 papers presented in this volume were carefully reviewed and selected from 65 submissions. They were organized in topical sections as follows: DSS models, methods, and tools; DSS for business performance and stakeholders; DSS applications for sustainability in health, energy and transportation; and DSS users and successful adoption.
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 Author Index