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A Sightseeing Spot Recommendation System That Takes into Account the Change in Circumstances of Users
- Source :
- ISPRS International Journal of Geo-Information, Vol 6, Iss 10, p 303 (2017), ISPRS International Journal of Geo-Information; Volume 6; Issue 10; Pages: 303
- Publication Year :
- 2017
- Publisher :
- MDPI AG, 2017.
-
Abstract
- The present study aimed to design, develop, operate and evaluate a sightseeing spot recommendation system for urban sightseeing spots in order to support individual, as well as group sightseeing activities while taking into consideration the user’s needs, which can change according to the circumstances (each user’s important conditions and sightseeing unit). The system was developed by integrating Web-GIS (Geographic Information Systems), the pairing system, the evaluation system, as well as the recommendation system into a single system, and it was also connected with external SNS (Social Networking Services: Twitter and Facebook). Additionally, the system was operated for four weeks in the central part of Yokohama City in Kanagawa Prefecture, Japan, and the total number of users was 52. Based on the results of the web questionnaire survey, the usefulness of the system when sightseeing was high, and the recommendation function of sightseeing spots, which is an original function, has received mainly good ratings. From the results of the access analysis of users’ log data, it is evident that the system has been used by different types of devices, just as it was designed for, and that the system has been used according to the purpose of the present study, which is to support the sightseeing activities of users.
- Subjects :
- Geographic information system
Evaluation system
media_common.quotation_subject
Geography, Planning and Development
0211 other engineering and technologies
lcsh:G1-922
02 engineering and technology
Recommender system
evaluation system
Unit (housing)
World Wide Web
SNS (Social Networking Service)
recommendation system
circumstances of users
sightseeing spot recommendation system
Web-GIS (Geographic Information Systems)
pairing system
0202 electrical engineering, electronic engineering, information engineering
Earth and Planetary Sciences (miscellaneous)
Computers in Earth Sciences
Function (engineering)
Simulation
021101 geological & geomatics engineering
media_common
business.industry
Questionnaire
Geography
Order (business)
020201 artificial intelligence & image processing
business
Tourism
lcsh:Geography (General)
Subjects
Details
- Language :
- English
- ISSN :
- 22209964
- Volume :
- 6
- Issue :
- 10
- Database :
- OpenAIRE
- Journal :
- ISPRS International Journal of Geo-Information
- Accession number :
- edsair.doi.dedup.....0c6ef38b3b50944553d804676e95be7d