Context-Oriented Tour Planning System in Physical and Emotional Distance

Kaito Kikuhara, Yasushi Kiyoki

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

In tourism, finding the optimal place and route is necessary and essential according to emotional aspect and physical distance. Our proposed novel distance system which is the physical and emotional distance offers the physical and emotional solution to overcome the optimal selection problem. We demonstrate a route planning system that responds to the user's emotional and locational context using the novel distance. This distance can find the optimal place and path to match the user's emotion and location. And we develop a tour-semantic space, which is a semantic space that characterises tourist places, and we measure the novel distance as a relation of user context. Tour-Semantic Space is created using colour information of tourist place photos, genre, words of review and location information as metadata of tourist place. And we were mapping words and place data representing emotions to the tour-semantic space Thereby realising semantic search and integration according to the user's context. The feature of this research is that tourist place recommendation and path search can be performed according to a user's context by taking physical distance and emotional distance into consideration. For example, a tourist place is recommended to the user even when the physical distance between place and the user is long because the emotional distance between the place's characteristic and the user's felling is short. Our experimental results suggest retrieving a place and creating a plan according to the user's context, which consists of emotional aspects and physical location. We aim to develop a system that mimics a person's behaviour, such as people selecting a tourist place themselves considering emotional aspects and physical distances.

Original languageEnglish
Title of host publicationInformation Modelling and Knowledge Bases XXXI
EditorsAjantha Dahanayake, Janne Huiskonen, Yasushi Kiyoki, Bernhard Thalheim, Hannu Jaakkola, Naofumi Yoshida
PublisherIOS Press
Pages519-530
Number of pages12
ISBN (Electronic)9781643680446
DOIs
Publication statusPublished - 2019 Dec 13
Event29th International Conference on Information Modeling and Knowledge Bases, EJC 2019 - Lappeenranta, Finland
Duration: 2019 Jun 32019 Jun 7

Publication series

NameFrontiers in Artificial Intelligence and Applications
Volume321
ISSN (Print)0922-6389

Conference

Conference29th International Conference on Information Modeling and Knowledge Bases, EJC 2019
CountryFinland
CityLappeenranta
Period19/6/319/6/7

Keywords

  • Physical and emotional distance
  • Planning
  • Retrieval
  • Tourism

ASJC Scopus subject areas

  • Artificial Intelligence

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  • Cite this

    Kikuhara, K., & Kiyoki, Y. (2019). Context-Oriented Tour Planning System in Physical and Emotional Distance. In A. Dahanayake, J. Huiskonen, Y. Kiyoki, B. Thalheim, H. Jaakkola, & N. Yoshida (Eds.), Information Modelling and Knowledge Bases XXXI (pp. 519-530). (Frontiers in Artificial Intelligence and Applications; Vol. 321). IOS Press. https://doi.org/10.3233/FAIA200035