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Tourists Movement Analysis Based on Entropies of Markov Process

  • Naohiro Ishii
  • , Kazuya Odagiri
  • , Hidekazu Iwamoto
  • , Satoshi Takahashi
  • , Kazunori Iwata
  • , Tokuro Matsuo

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

Abstract

Tourist movement studies have been carried out for understanding tourists decisions for visiting and sightseeing. Knowing tourist interests and wayfinding decision-making affect tourists routes and facilities since the planners and hotel facilities will do planning their hospitality and every service plans using their information. To make the model of the tourist movements, an effective mathematical description will be expected for their systematic analysis. In this paper, Markov process model of the tourist movements are newly developed using information theory. Then, it is shown that the order of Markov process of the movements is estimated using conditional entropies, efficiently and the shuffling operation of Markov process is newly proposed to verify conditional entropies of the Markov process. The stochastic simulation model based on the analysis is useful for the verification of the Markov process with the estimated order of the behavior of tourists movement.

Original languageEnglish
Title of host publicationHybrid Artificial Intelligent Systems - 15th International Conference, HAIS 2020, Proceedings
EditorsEnrique Antonio de la Cal, José Ramón Villar Flecha, Héctor Quintián, Emilio Corchado
PublisherSpringer Science and Business Media Deutschland GmbH
Pages573-584
Number of pages12
ISBN (Print)9783030617042
DOIs
Publication statusPublished - 2020
Externally publishedYes
Event15th International Conference on Hybrid Artificial Intelligent Systems, HAIS 2020 - Gijón, Spain
Duration: 11-11-202013-11-2020

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume12344 LNAI
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference15th International Conference on Hybrid Artificial Intelligent Systems, HAIS 2020
Country/TerritorySpain
CityGijón
Period11-11-2013-11-20

All Science Journal Classification (ASJC) codes

  • Theoretical Computer Science
  • General Computer Science

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