This book discusses an emerging area in computer science, IT, and management, i.e., decision sciences and management. It includes studies that employ various computing techniques like machine learning to generate insights from huge amounts of available data; and which explore decision making for cross-platforms that contain heterogeneous data associated with complex assets; leadership; and team coordination. It also reveals the advantages of using decision sciences with management-oriented problems. The book includes a selection of the best papers presented at the Third International Conference on Decision Science and Management 2021 (ICDSM 2021), held at Hang Seng University of Hong Kong in China.
Part 1: Decision Support System.- Recommended Model of Pollution Information Based on Collaborative Filtering Algorithm.- Research on the Evaluation of TCM Service Level in Various Regions of China.- A Method for Evaluating Health Status of Rail Transit Signaling Equipment Based on Group Decision.- Intelligent Decision Support System for Precision Medicine (IDSS 4 PM).- A Study of Result Oriented Performance Appraisal Taking Huawei As an Example.- Under a Management Perspective: Analysis of the Relationship Between Trust and Behavior Decision-Making.- Research on the Regulation of Industrial Structure in the Mid-southern Liaoning Urban Agglomeration from the Perspective of Spatial Connection.- Research on the Influence Mechanism of Family-Supportive Supervisor Behaviors on Employees Intention to Stay From the Perspective of Dual Scenario Embeddedness.- Policy Burden, Industry Competition and Corporate Risk Taking.- Blended Teaching Mode of Tourism English Based on TPACK.- Part 2: Technology and Innovation Management.- Research on Privacy Protection of Internet of Things Search Data Based on Fine-grained Authorization.- Design of Emergency Rescue Deduction System for Bus Fire Accident Based on Virtual Reality.- Application of Game Theory in the Field olcÁ