Article information
2023 , Volume 28, ¹ 6, p.118-134
Nikolaychuk O.A., Pestova Y.V., Pavlov A.I., Kosogorov D.E.
A concept of the tourism industry monitoring service based on the analysis of web resources
Progress in sustainable tourism requires monitoring of all diverse aspects of the tourism sector for any territory. Expansion of information technologies provides tools for collection, analysis, processing and visualization of relevant information. This study addresses a concept of the tourism monitoring service in the Irkutsk Region within the Lake Baikal area. We define methods and software for implementing this service and present individual results of its prototyping. The design of such service implies the development and software implementation of methods for collecting, processing and visualizing data. Additionally, it should be able to exploit the functionality of the existing cloud platforms for the main information processes. The data collection methods are based on Application Programming Interface and web scraping technologies. Processing methods include statistical methods and artificial intelligence methods. Visualization methods are based on techniques from Business Intelligent Systems. This paper describes the concept of the addressed service and justifies methods for data analysis and visualization, builds an ontological model, defines the content of dashboards, implements a prototype of the service and demonstrates the results of data collection, processing, and presentation obtained from the research. To date, information has been collected and processed for the following tourist attractions: 685 accommodation facilities, 16 services, 809 catering establishments, 352 attractions, and 94 tourist routes and excursions. The proposed technology (methods and software) of the tourism monitoring service has been proved to be effective.
Keywords: tourism monitoring, tourist profile of the territory, ontology, collection of data from open sources, analysis of reviews, web service, cloud platform
doi: 10.25743/ICT.2023.28.6.011
Author(s): Nikolaychuk Olga Anatol'evna Dr. , Associate Professor Position: Leading research officer Office: Matrosov Institute for System Dynamics and Control Theory of Siberian Branch of Russian Academy of Sciences Address: 664033, Russia, Irkutsk, Lermontov St. 134
Phone Office: (3952) 45-31-52 E-mail: nikoly@icc.ru SPIN-code: 7354-3223Pestova Yulia Viktorovna Position: Student Office: Matrosov Institute for System Dynamics and Control Theory of SB RAS Address: 664033, Russia, Irkutsk, Lermontov St. 134
Phone Office: (3952) 45-30-19 E-mail: yupest@gmail.com SPIN-code: 1802-4847Pavlov Alexander Innokentievich PhD. Position: Senior Research Scientist Office: Matrosov Institute for System Dynamics and Control Theory of Siberian Branch of Russian Academy of Sciences Address: 664033, Russia, Irkutsk, Lermontov St. 134
Phone Office: (3952) 45-30-19 E-mail: asd@icc.ru SPIN-code: 8120-7172Kosogorov Dmitriy Evgenievich Position: Master student Office: Matrosov Institute for System Dynamics and Control Theory of Siberian Branch of Russian Academy of Sciences Address: 664033, Russia, Irkutsk, Lermontov St. 134
E-mail: dmitriy.kosogorov@yandex.ru SPIN-code: 4070-3523 Bibliography link: Nikolaychuk O.A., Pestova Y.V., Pavlov A.I., Kosogorov D.E. A concept of the tourism industry monitoring service based on the analysis of web resources // Computational technologies. 2023. V. 28. ¹ 6. P. 118-134
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