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