{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,21]],"date-time":"2026-04-21T22:45:20Z","timestamp":1776811520759,"version":"3.51.2"},"reference-count":8,"publisher":"European Society of Computational Methods in Sciences and Engineering","issue":"1","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["JCM"],"published-print":{"date-parts":[[2022,1,26]]},"abstract":"<jats:p>The driver\u2019s selection process of parking lot will consider a variety of influencing factors, and consider different influencing factors for different travel purposes. In this paper, the driver\u2019s travel purposes were divided into three categories according to the degree of emergency: emergency, routine and leisure. Four influencing factors of parking lot selection including walking distance, charge, parking index and parking convenience were selected, and ranked according to their sensitivity, and their sensitivity was analyzed by using the BP (back propagation) neural network, which provides a basis for the development of differentiated parking guidance and parking management measures to avoid the uneven parking due to random selection of parking lot and realize the maximum utilization of parking resources.<\/jats:p>","DOI":"10.3233\/jcm-215604","type":"journal-article","created":{"date-parts":[[2021,11,2]],"date-time":"2021-11-02T16:42:16Z","timestamp":1635871336000},"page":"137-145","source":"Crossref","is-referenced-by-count":1,"title":["Sensitivity analysis of the influencing factors of parking lot selection based on BP neural network"],"prefix":"10.66113","volume":"22","author":[{"given":"Jingjing","family":"Yin","sequence":"first","affiliation":[{"name":"School of Transportation Engineering, Shandong Jianzhu University, Jinan, Shandong, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Qiang","family":"Sun","sequence":"additional","affiliation":[{"name":"Shandong Transportation Research Institute, Jinan, Shandong, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Juan","family":"Zhou","sequence":"additional","affiliation":[{"name":"CHELBI Engineering Consultants, Inc., CCCC Highway Consultants Co., Ltd., Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"55691","reference":[{"issue":"2","key":"10.3233\/JCM-215604_ref3","doi-asserted-by":"crossref","first-page":"2725","DOI":"10.3233\/JIFS-190962","article-title":"A comparative analysis of information provision strategies for parking variable message sign display problems","volume":"39","author":"Ni","year":"2020","journal-title":"Journal of Intelligent and Fuzzy Systems"},{"key":"10.3233\/JCM-215604_ref5","first-page":"255","article-title":"Analysis on influencing factors and management countermeasures of in-road parking selection behavior","author":"Wang","year":"2019","journal-title":"Technology Wind"},{"key":"10.3233\/JCM-215604_ref6","first-page":"47","article-title":"Survey and analysis of parking behavior in metropolitan business quarter-with Xidan district of Beijing as example","author":"Guan","year":"2013","journal-title":"Journal of Beijing University of Technology"},{"issue":"4","key":"10.3233\/JCM-215604_ref7","doi-asserted-by":"crossref","first-page":"4493","DOI":"10.3233\/JIFS-179282","article-title":"Short-term free parking berths prediction based on multitask \u2013 DBN neural network","volume":"37","author":"Zhao","year":"2019","journal-title":"Journal of Intelligent and Fuzzy Systems"},{"key":"10.3233\/JCM-215604_ref8","unstructured":"X.F. Yang, Y. Jin and Q. Fu, Analysis of the influence of different factors on the selection of shared parking, Logistics Sci-Tech 41(11) (2018), 55-58+62."},{"issue":"2","key":"10.3233\/JCM-215604_ref12","doi-asserted-by":"crossref","first-page":"2769","DOI":"10.3233\/JIFS-169629","article-title":"Research on intelligent parking system algorithm based on camera calibration model","volume":"35","author":"Wang","year":"2018","journal-title":"Journal of Intelligent and Fuzzy Systems"},{"issue":"2","key":"10.3233\/JCM-215604_ref13","first-page":"851","article-title":"Simulation of prediction for free parking spaces in large parking lots","volume":"36","author":"Fei","year":"2019","journal-title":"Application Research of Computers"},{"issue":"2","key":"10.3233\/JCM-215604_ref14","first-page":"28","article-title":"New countermeasure of the parking status and solutions of historical urban blocks","volume":"37","author":"Zhang","year":"2019","journal-title":"Municipal Engineering Technology"}],"container-title":["Journal of Computational Methods in Sciences and Engineering"],"original-title":[],"link":[{"URL":"https:\/\/content.iospress.com\/download?id=10.3233\/JCM-215604","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,21]],"date-time":"2026-04-21T22:06:27Z","timestamp":1776809187000},"score":1,"resource":{"primary":{"URL":"https:\/\/journals.sagepub.com\/doi\/full\/10.3233\/JCM-215604"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,1,26]]},"references-count":8,"journal-issue":{"issue":"1"},"URL":"https:\/\/doi.org\/10.3233\/jcm-215604","relation":{},"ISSN":["1472-7978","1875-8983"],"issn-type":[{"value":"1472-7978","type":"print"},{"value":"1875-8983","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,1,26]]}}}