{"title":"Formalization and Automated Detection of Tourist City Center Location","authors":"R. Akhundov, A. Filchenkov, V. Gorovoy","doi":"10.23919/FRUCT.2018.8588109","DOIUrl":null,"url":null,"abstract":"Nowadays, more and more people tend to plan and book their vacation using services such as Yandex. Travel, Booking.com or TripAdvisor. When most of the tourists are booking a hotel, they want to know, where the touristic center of city is located. However, it is an informal concept. In this work we conducted a survey to obtain the ground truth on what people thought to be a touristic city centre of their city, and then approximated it with the mixture of Gaussians (ellipses). Finally, we have suggested an algorithm to predict a tourist city centre location given information on hotels in that city.","PeriodicalId":183812,"journal":{"name":"2018 23rd Conference of Open Innovations Association (FRUCT)","volume":"44 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 23rd Conference of Open Innovations Association (FRUCT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.23919/FRUCT.2018.8588109","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
Nowadays, more and more people tend to plan and book their vacation using services such as Yandex. Travel, Booking.com or TripAdvisor. When most of the tourists are booking a hotel, they want to know, where the touristic center of city is located. However, it is an informal concept. In this work we conducted a survey to obtain the ground truth on what people thought to be a touristic city centre of their city, and then approximated it with the mixture of Gaussians (ellipses). Finally, we have suggested an algorithm to predict a tourist city centre location given information on hotels in that city.