한국전자통신학회논문지 (The Journal of the Korea institute of electronic communication sciences)

한국전자통신학회 (Korea Institute of Electronic Communication Science)
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사용자 잠재선호특성을 고려한 스마트 주차서비스 설계요건 연구

A Study on Design Requirements for Smart Parking Services Considering User'S Stated Preferences

  • 장정아 (아주대학교 교통시스템공학과) ;
  • 이현미 (아주대학교 교통시스템공학과) ;
  • 이원우 (도로교통연구원 ICT융합연구실) ;
  • 김현미 (한국항공대학교 항공교통물류학부) ;
  • 김태형 (한국교통연구원 스마트시티)
  • 투고 : 2021.09.13
  • 심사 : 2021.12.17
  • 발행 : 2021.12.31
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초록

본 연구는 주차장 검색 및 사전예약서비스가 가능한 스마트 주차서비스에 대한 것으로, 요금(예약요금, 위약금) 등과 관련된 사용자의 선호선택 모형에 관한 연구이다. 스마트 주차서비스에 대한 응답설문을 구성하여 로짓 모형형태의 사용자 선호도 모형을 두 가지를 구축하였다. 첫 번째는 스마트주차장을 선택하는 모형으로 이용요금과 비용과의 관계에서 일반 주차장보다 선택확률이 높아지는 상황을 제시하였다. 두 번째는 주차권 예약할인 선택모형으로 예약금액과 위약금과의 관계 모형을 통하여 스마트주차서비스 선택확률을 분석하였다. 사용자의 선호도를 고려한 정교하고 다양한 형태의 스마트 주차서비스가 가능한 설계 요구사항으로 활용이 가능할 것으로 판단된다.

This study suggests the user's needs for a smart parking service that enables parking lot search and advance reservation service, and is a study on the user's preference selection model related to fees (reservation fee, penalty fee), etc. Two types of user preference models in the form of logit models were constructed by composing a response questionnaire for smart parking service. The first is a model for selecting a smart parking lot, which suggests a situation in which the probability of selection is higher than that of a general parking lot in the relationship between usage fee and cost. The second is a parking ticket reservation discount selection model, and the smart parking service selection probability was analyzed through the relationship model between the reservation amount and the penalty. It can be used as a design requirement that enables sophisticated and various types of smart parking service considering users' preferences.

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참고문헌

  1. K. W. Axhausen, J. W. Polak, M. Boltze, and J. Puzicha, "Effectiveness of the parking guidance information system in Frankfurt am Main," Traffic engineering & control, vol. 35, no. 5, 1994, pp. 304-309.
  2. R. J. Arnott and E. Inci, "An integrated model of downtown parking and traffic congestion," Journal of Urban Economics, vol. 60, no. 3, 2006, pp. 418-442. https://doi.org/10.1016/j.jue.2006.04.004
  3. D. C. Shoup, "Cruising for parking," Transport policy, vol. 13, no. 6, 2006, pp. 479-486. https://doi.org/10.1016/j.tranpol.2006.05.005
  4. K. Kim, W. Son, M. Lee, J. Han and Y. Park, "The study of Parking Management System by Image Processing" J.of Korea Institute of Electronic Comm unication Science, vol. 12, no. 4, 2017, pp. 651-656.
  5. D. W. Gillen, "Parking policy, parking location decisions and the distribution of congestion," Transportation, vol. 7, no. 1, 1978, pp. 69-85. https://doi.org/10.1007/BF00148372
  6. V. D. G. Dick, "A model to describe the choice of parking places," Transportation Research Part A: General, vol. 16, no. 2, 1982, pp. 109-115. https://doi.org/10.1016/0191-2607(82)90003-6
  7. K. W. Axhausen and W. P. John, "Choice of parking: stated preference approach," Transportation, vol. 18, no. 1, 1991, pp. 59-81. https://doi.org/10.1007/BF00150559
  8. M. Bradley, E. Kroes, and E. Hinloopen, "A joint model of mode/parking type choice with supply-constrained application," PTRC Summer Annual Meeting 21st, Manchester, United Kingdom, 1993.
  9. J. D. Hunt and S. Teply, "A nested logit model of parking location choice," Transportation Research Part B: Methodological, vol. 27, no. 4, 1993, pp. 253-265. https://doi.org/10.1016/0191-2615(93)90035-9
  10. T. A. Lambe, "Driver choice of parking in the city," Socio-Economic Planning Sciences, vol. 30, no. 3, 1996, pp. 207-219. https://doi.org/10.1016/0038-0121(96)00008-0
  11. E. Chaniotakis and J. P. Adam, "Drivers' parking location choice under uncertain parking availability and search times: A stated preference experiment," Transportation Research Part A: Policy and Practice, vol. 82, 2015, pp. 228-239. https://doi.org/10.1016/j.tra.2015.10.004
  12. Y. Shiftan and B. E. Rachel, "Modeling response to parking policy," Transportation Research Record, vol. 1765, no. 1, 2001, pp. 27-34. https://doi.org/10.3141/1765-05
  13. D. A. Hensher and J. King, "Parking demand and responsiveness to supply, pricing and location in the Sydney central business district," Transportation Research Part A: Policy and Practice, vol. 35, no. 3, 2001, pp. 177-196. https://doi.org/10.1016/S0965-8564(99)00054-3
  14. D. B. Hess, "Effect of free parking on commuter mode choice: Evidence from travel diary data," Transportation Research Record, vol. 1753, no. 1, 2001, pp. 35-42. https://doi.org/10.3141/1753-05
  15. P. Coppola, A joint model of mode/parking choice with elastic parking demand. Transportation Planning. Boston: Springer, 2002, pp. 85-104.
  16. S. P. Anderson and D. P. Andre, "The economics of pricing parking," Journal of urban economics, vol. 55, no. 1, 2004, pp. 1-20. https://doi.org/10.1016/j.jue.2003.06.004
  17. E. Calthrop and P. Stef, "Regulating on-street parking," Regional Science and Urban Economics 3, vol. 6, no. 1, 2006, pp.29-48. https://doi.org/10.1016/j.regsciurbeco.2005.04.002
  18. F. Yang, S. W. Cho, S. M. Son, S. R. Bogatyrev,, D. Singh, J. J. Green, and D. G. Anderson, "Genetic engineering of human stem cells for enhanced angiogenesis using biodegradable polymeric nanoparticles," Proceedings of the National Academy of Sciences, vol. 107, no. 8, 2010, pp. 3317-3322. https://doi.org/10.1073/pnas.0905432106
  19. D. B. Ottosson, "The sensitivity of on-street parking demand in response to price changes: A case study in Seattle, WA," Transport Policy, vol. 25, 2013, pp. 222-232. https://doi.org/10.1016/j.tranpol.2012.11.013
  20. R. G. Thompson and B. Peter, "Drivers' response to parking guidance and information systems." Transport Reviews, vol. 17, no. 2, 1997, pp. 89-104.
  21. C. Lee and H Im, "A Low Power Parking Management System for Intelligent Building" J.of Korea Institute of Electronic Comm unication Science, vol. 7, no. 6, 2012, pp.1479 - 1485