{"title":"基于多项式logistic模型的共享停车意愿研究","authors":"Chengwei Wen, Junhong Hu, Wenjie Zhang, Rui Tang","doi":"10.1145/3512576.3512673","DOIUrl":null,"url":null,"abstract":"Shared parking is to alleviate the problem of parking difficulty and road congestion, and parking cost is an important factor affecting the implementation of shared parking strategy. From the perspective of drivers, the use intention of drivers when the shared parking cost changes is obtained through RP and SP surveys, a multiple logit model is constructed to predict the probability of drivers choosing the shared parking scheme under different parking cost levels, and calculate the times and change rate of drivers using shared parking under each parking cost level. The research shows that the decrease of parking cost has a positive impact on the use times of shared parking, while the increase of parking cost has a negative impact on the use times of shared parking. High parking cost will inhibit the development of shared parking; At the same time, the sensitivity of shared parking use times to the increase and decrease of parking cost is different. When the parking cost increases by 80%, the use times is only 3.499 times / month, and the utilization rate decreases by 76.21%; When the parking fee was reduced by 80%, the number of times of use was 19.83 times / month, and the utilization rate increased by 34.85%. Therefore, in order to promote the better development of shared parking and give full play to the advantages of parking resource sharing, a reasonable parking charging standard should be formulated.","PeriodicalId":278114,"journal":{"name":"Proceedings of the 2021 9th International Conference on Information Technology: IoT and Smart City","volume":"356 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-12-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Research on shared parking intention based on multinomial logit model\",\"authors\":\"Chengwei Wen, Junhong Hu, Wenjie Zhang, Rui Tang\",\"doi\":\"10.1145/3512576.3512673\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Shared parking is to alleviate the problem of parking difficulty and road congestion, and parking cost is an important factor affecting the implementation of shared parking strategy. From the perspective of drivers, the use intention of drivers when the shared parking cost changes is obtained through RP and SP surveys, a multiple logit model is constructed to predict the probability of drivers choosing the shared parking scheme under different parking cost levels, and calculate the times and change rate of drivers using shared parking under each parking cost level. The research shows that the decrease of parking cost has a positive impact on the use times of shared parking, while the increase of parking cost has a negative impact on the use times of shared parking. High parking cost will inhibit the development of shared parking; At the same time, the sensitivity of shared parking use times to the increase and decrease of parking cost is different. When the parking cost increases by 80%, the use times is only 3.499 times / month, and the utilization rate decreases by 76.21%; When the parking fee was reduced by 80%, the number of times of use was 19.83 times / month, and the utilization rate increased by 34.85%. Therefore, in order to promote the better development of shared parking and give full play to the advantages of parking resource sharing, a reasonable parking charging standard should be formulated.\",\"PeriodicalId\":278114,\"journal\":{\"name\":\"Proceedings of the 2021 9th International Conference on Information Technology: IoT and Smart City\",\"volume\":\"356 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-12-22\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the 2021 9th International Conference on Information Technology: IoT and Smart City\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/3512576.3512673\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 2021 9th International Conference on Information Technology: IoT and Smart City","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3512576.3512673","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Research on shared parking intention based on multinomial logit model
Shared parking is to alleviate the problem of parking difficulty and road congestion, and parking cost is an important factor affecting the implementation of shared parking strategy. From the perspective of drivers, the use intention of drivers when the shared parking cost changes is obtained through RP and SP surveys, a multiple logit model is constructed to predict the probability of drivers choosing the shared parking scheme under different parking cost levels, and calculate the times and change rate of drivers using shared parking under each parking cost level. The research shows that the decrease of parking cost has a positive impact on the use times of shared parking, while the increase of parking cost has a negative impact on the use times of shared parking. High parking cost will inhibit the development of shared parking; At the same time, the sensitivity of shared parking use times to the increase and decrease of parking cost is different. When the parking cost increases by 80%, the use times is only 3.499 times / month, and the utilization rate decreases by 76.21%; When the parking fee was reduced by 80%, the number of times of use was 19.83 times / month, and the utilization rate increased by 34.85%. Therefore, in order to promote the better development of shared parking and give full play to the advantages of parking resource sharing, a reasonable parking charging standard should be formulated.