INTELLIGENT TOURIST ASSISTANCE SYSTEM: SERVICE-ORIENTED ARCHITECTURE AND IMPLEMENTATION
Subject of Research. The paper presents research of the tourism support systems performed with modern information technologies. The subject of research is the intelligent tourist assistance system. The analysis of the existing tourist support systems is carried out and their advantages and disadvant...
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| Format: | Article |
| Language: | English |
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Saint Petersburg National Research University of Information Technologies, Mechanics and Optics (ITMO University)
2019-01-01
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| Series: | Naučno-tehničeskij Vestnik Informacionnyh Tehnologij, Mehaniki i Optiki |
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| Online Access: | https://ntv.ifmo.ru/file/article/18668.pdf |
| _version_ | 1818162364398174208 |
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| author | S.А. Mixaylov |
| author_facet | S.А. Mixaylov |
| author_sort | S.А. Mixaylov |
| collection | DOAJ |
| description | Subject of Research. The paper presents research of the tourism support systems performed with modern information technologies. The subject of research is the intelligent tourist assistance system. The analysis of the existing tourist support systems is carried out and their advantages and disadvantages are given. The system architecture and implementation details are developed. A generation method for tourist attraction ratings is developed and experiments are carried out. Method. The method of description and comparative analysis of relevant systems was used for tourist support systems analysis. Machine learning methods were used to create recommendations for sightseeing. The methods of graph theory were used to build routes for places of interest visiting. Main Results. The advantages and disadvantages of the existing tourist support systems have been highlighted. The service-oriented architecture of the proposed intelligent tourist assistance system has been formulated. An attraction information generation method for the specific region based on the open specialized sources has been described. Experiments have been performed aimed at the work evaluation of the tourist assistance system. Practical Relevance. Application of the research results provides for the development of an intelligent tourist assistance system that meets modern requirements and surpasses the existing analogues. |
| first_indexed | 2024-12-11T16:32:29Z |
| format | Article |
| id | doaj.art-567c508701e343f6b829da7302b4fc85 |
| institution | Directory Open Access Journal |
| issn | 2226-1494 2500-0373 |
| language | English |
| last_indexed | 2024-12-11T16:32:29Z |
| publishDate | 2019-01-01 |
| publisher | Saint Petersburg National Research University of Information Technologies, Mechanics and Optics (ITMO University) |
| record_format | Article |
| series | Naučno-tehničeskij Vestnik Informacionnyh Tehnologij, Mehaniki i Optiki |
| spelling | doaj.art-567c508701e343f6b829da7302b4fc852022-12-22T00:58:34ZengSaint Petersburg National Research University of Information Technologies, Mechanics and Optics (ITMO University)Naučno-tehničeskij Vestnik Informacionnyh Tehnologij, Mehaniki i Optiki2226-14942500-03732019-01-0119349950810.17586/2226-1494-2019-19-3-499-507INTELLIGENT TOURIST ASSISTANCE SYSTEM: SERVICE-ORIENTED ARCHITECTURE AND IMPLEMENTATIONS.А. Mixaylov Subject of Research. The paper presents research of the tourism support systems performed with modern information technologies. The subject of research is the intelligent tourist assistance system. The analysis of the existing tourist support systems is carried out and their advantages and disadvantages are given. The system architecture and implementation details are developed. A generation method for tourist attraction ratings is developed and experiments are carried out. Method. The method of description and comparative analysis of relevant systems was used for tourist support systems analysis. Machine learning methods were used to create recommendations for sightseeing. The methods of graph theory were used to build routes for places of interest visiting. Main Results. The advantages and disadvantages of the existing tourist support systems have been highlighted. The service-oriented architecture of the proposed intelligent tourist assistance system has been formulated. An attraction information generation method for the specific region based on the open specialized sources has been described. Experiments have been performed aimed at the work evaluation of the tourist assistance system. Practical Relevance. Application of the research results provides for the development of an intelligent tourist assistance system that meets modern requirements and surpasses the existing analogues.https://ntv.ifmo.ru/file/article/18668.pdfinformation systemtourismcontextservicesrecommending system |
| spellingShingle | S.А. Mixaylov INTELLIGENT TOURIST ASSISTANCE SYSTEM: SERVICE-ORIENTED ARCHITECTURE AND IMPLEMENTATION Naučno-tehničeskij Vestnik Informacionnyh Tehnologij, Mehaniki i Optiki information system tourism context services recommending system |
| title | INTELLIGENT TOURIST ASSISTANCE SYSTEM: SERVICE-ORIENTED ARCHITECTURE AND IMPLEMENTATION |
| title_full | INTELLIGENT TOURIST ASSISTANCE SYSTEM: SERVICE-ORIENTED ARCHITECTURE AND IMPLEMENTATION |
| title_fullStr | INTELLIGENT TOURIST ASSISTANCE SYSTEM: SERVICE-ORIENTED ARCHITECTURE AND IMPLEMENTATION |
| title_full_unstemmed | INTELLIGENT TOURIST ASSISTANCE SYSTEM: SERVICE-ORIENTED ARCHITECTURE AND IMPLEMENTATION |
| title_short | INTELLIGENT TOURIST ASSISTANCE SYSTEM: SERVICE-ORIENTED ARCHITECTURE AND IMPLEMENTATION |
| title_sort | intelligent tourist assistance system service oriented architecture and implementation |
| topic | information system tourism context services recommending system |
| url | https://ntv.ifmo.ru/file/article/18668.pdf |
| work_keys_str_mv | AT samixaylov intelligenttouristassistancesystemserviceorientedarchitectureandimplementation |