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실시간 수요대응 자율주행 데이터를 활용한 대중교통의 공공성 평가방법론 연구 KCI 등재

Publicity Evaluation Methodology of Autonomous Public Transportation Using Real-time Demand Response Transit Data

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  • URLhttps://db.koreascholar.com/Article/Detail/438117
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한국도로학회논문집 (International journal of highway engineering)
한국도로학회 (Korean Society of Road Engineers)
초록

This study proposes a method to evaluate the publicity of real-time, demand-responsive, autonomous public-transportation systems. By analyzing real-time data collected based on publicity evaluation indicators suggested in previous research studies, this study seeks to establish a system that objectively assesses the publicity of public transportation. Thus, the introduction of autonomous public transportation systems is expected to contribute to solving problems in underserved transportation areas and enable more sophisticated public transportation operations. We reviewed evaluation indicators proposed in previous studies. Based on this review, publicity evaluation indicators were derived and specific criteria were selected to assess systematically the publicity of autonomous public transportation. An AHP analysis was conducted to assess the relative importance of each indicator by analyzing the importance of the selected indicators. Additionally, to score the indicators, minimum and maximum target values were established, and a method for assigning scores to each indicator was examined. The most important factor in the publicity evaluation of autonomous demand-responsive transport (DRT) was the “success rate of allocation to weak public transportation service areas,” with a significance level p of 0.204. This was analyzed as a key evaluation criterion because of the importance of service provision in areas with low-public-transportation accessibility. Subsequently, “Accessing distance to a virtual station” (p = 0.145) was evaluated as an important factor representing the convenience of the service. “Waiting time after allocation” (p = 0.134) also appeared as an important evaluation factor, as reducing waiting time considerably affected service quality. Conversely, “compliance rate of velocity” yielded the lowest significance (p = 0.017), as speed compliance was typically guaranteed owing to autonomous driving technology. This study proposed a specific evaluation method based on publicity indicators to provide a strategic direction for improving services and enhancing the publicity of autonomous DRT systems. These results can serve as a foundational resource for improving transportation services in underserved areas and for enhancing the overall quality of public transportation services. However, the study’s limitation was its inability to use real-time autonomous public transportation data, relying instead on I-MoD data from Incheon. This limitation constrained the ability to establish universal benchmarks because data from various municipalities were not included. Future research should collect and analyze data from diverse regions to establish more reliable evaluation indicators.

목차
ABSTRACT
1. 서론
2. 기존연구 고찰
3. 연구방법
    3.1. 평가지표 도출
    3.2. 평가방법론 설계
4. 분석결과
    4.1. 계층구조 설계
    4.2. 계층별 중요도 및 우선순위 결과
    4.3. AHP 결과 분석
    4.4. 종합평가 방안
5. 결론 및 제언
REFERENCES
저자
  • 하정아(한국건설기술연구원 도로교통연구본부 수석연구원) | Ha Jungah
  • 장지용(한국건설기술연구원 도로교통연구본부 수석연구원) | Jang Jiyong
  • 문병섭(한국건설기술연구원 도로교통연구본부 선임연구위원) | Moon Byeongsup (Department of Highway & Transportation Research, Korea Institute of Civil engineering and building Technology 283, Goyangdae-ro, Ilsanseo-gu, Goyang-si, Gyeonggi-do, 10223, Korea) Corresponding author