This article examines an approach to formalizing the description of intelligent transportation systems (ITS) based on semantic modeling. Modern ITS architectures are analyzed, including the concept of cooperative intelligent transportation systems and the "vehicular cloud." Integration of the semantic model with the classification of user needs based on the KAREN methodology is proposed.
intelligent transport systems, semantic modeling, cooperative systems, V2X, user needs
1. Levin B.A., Cvetkov V.Ya. Kiberfizicheskie sistemy v upravlenii transportom. Mir transporta. 2018;16(2):138-145. https://doi.org/10.30932/1992-3252-2018-16-2-13.
2. ETSI EN 302 665 V1.0.0 (2010-03). – URL: https://www.etsi.org/deliver/etsi_en/302600_302699/302665/01.00.00_20/en_302665v010000c.pdf.
3. Krivolapova, O. Yu. Osobennosti postroeniya Arhitektury intellektual'nyh transportnyh sistem / O. Yu. Krivolapova // Vestnik Tihookeanskogo gosudarstvennogo universiteta. – 2012. – № 1(24). – S. 99-102. – EDN OWUAOJ.
4. Dorohin, S. V. Organizacii radiosvyazi s udalennymi podvizhnymi nazemnymi ob'ektami / S. V. Dorohin, V. A. Ivannikov, D. A. Zhayvoronok // Modelirovanie, optimizaciya i informacionnye tehnologii. – 2024. – T. 12, № 4(47). – DOIhttps://doi.org/10.26102/2310-6018/2024.47.4.028. – EDN DHXOLK.
5. Bulatova, O. Yu. Koncepciya zhiznennogo cikla kiber-fiziko-social'noy transportnoy sistemy v period provedeniya massovyh meropriyatiy / O. Yu. Bulatova, V. V. Zyryanov // Transport Rossiyskoy Federacii. Zhurnal o nauke, praktike, ekonomike. – 2025. – № 6(121). – S. 50-54. – EDN BVZUXY.
6. Dorohin, S. V. Razvitie metodov upravleniya transportnymi potokami v malyh i srednih gorodah / S. V. Dorohin, A. Yu. Artemov // Mir transporta i tehnologicheskih mashin. – 2023. – № 1-1(80). – S. 60-67. – DOIhttps://doi.org/10.33979/2073-7432-2023-1(80)-1-60-67. – EDN EOYCQJ.
7. Glagolev, S. N. Razrabotka matematicheskoy modeli upravleniya dvizheniem transportnogo potoka / S. N. Glagolev, I. A. Novikov, L. E. Kuschenko, L. A. Koroleva // Mir transporta i tehnologicheskih mashin. – 2023. – № 1-1(80). – S. 68-75. – DOIhttps://doi.org/10.33979/2073-7432-2023-1(80)-1-68-75. – EDN FXQHOE.
8. Shevcova, A. G. Ocenka ekologicheskih pokazateley transportnyh potokov pri izmenenii planov upravleniya / A. G. Shevcova, V. V. Vasil'eva // Mir transporta i tehnologicheskih mashin. – 2023. – № 3-1(82). – S. 101-107. – DOIhttps://doi.org/10.33979/2073-7432-2023-3-1(82)-101-107.
9. Zedgenizov, A. V. Optimizaciya planirovaniya i organizacii perevozok naseleniya pri obsluzhivanii centrov massovogo tyagoteniya urbanizirovannyh territoriy na osnove formirovaniya transportnogo sprosa / A. V. Zedgenizov // Informacionnye tehnologii i innovacii na transporte: Materialy VI Mezhdunarodnoy nauchno-prakticheskoy konferencii, Orel, 20 maya 2020 goda /Pod obschey redakciey A.N. Novikov. – Orel: Orlovskiy gosudarstvennyy universitet imeni I.S. Turgeneva, 2020. – S. 20-26. – EDN QXMAMF.
10. Dorohin, S. V. Rol' innovacionnyh sistem regulirovaniya dorozhnogo dvizheniya v transportnoy infrastrukture megapolisov RF / S. V. Dorohin, V. A. Rud' // Mir transporta i tehnologicheskih mashin. – 2024. – № 4-2(87). – S. 122-127. – DOIhttps://doi.org/10.33979/2073-7432-2024-4-2(87)-122-127. – EDN VTXOQH.



