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Discovering and Preventing Black Ice Using AI and Big Data

Discovering and Preventing Black Ice Using AI and Big Data

보고서 상세내용
Author Kyunguk Park and Bumchul Cho Date 2021년 10월 31일 (일)
Publisher The Korea Transport Institute Page(s) 20 Page(s)
Keywords
Download 4. Discovering and Preventing Black Ice Using AI and Big Data.pdf

Indicating Source+Prohibition Commercial Exploitation+Prevent Changes

1. Purpose and Objectives of Study
1.1 Purpose of Study
1.2 Objectives of Study

2. Accidents Involving Black Ice
2.1 Descriptive Statistics
2.2 Characteristics of Black Ice Accidents from News Reports
2.3 Survey Results on Driver Perception of Black Ice

3. Responses to Black Ice Across Countries
3.1 Black Ice Protocols in Korea According to Road Management Authority
3.2 Ice Removal Plans Outside of Korea

4. Development of a Diagnostic Model for Black Ice Based on Big Data and Artificial Intelligence
4.1 Description of Independent Variables
4.2 Variables
4.3 Type and Format of Model
4.4 Model Estimation
4.5 Model Estimation Results

5. Conclusion and Policy Implications
5.1 Conclusion
5.2 Policy Implications