https://m2.mtmt.hu/ hun 2026-04-15 18:02 BookChapter 32014423 ADMIN_APPROVED true 0 false 2025-12-01T07:29:36.248+0000 2025-11-19T10:03:09.810+0000 2021-05-13T17:28:00.709+0000 true 10029205 Kresák Réka /api/admin/10029205 Admin Kresák Réka (SZTE admin5 Informatikai Intézet) true 10029205 2025-11-19T10:03:04.146+0000 2025-11-19T10:03:04.146+0000 2025-11-19T10:03:10.052+0000 true 10095912 Hódi Adrienn /api/admin/10095912 Admin Hódi Adrienn (SZTE admin5) true false false true 25 25 /api/publicationtype/25 PublicationType Könyvrészlet 2 true 25 BookChapter true 10000312 Conference paper true 25 25 /api/publicationtype/25 PublicationType Könyvrészlet 2 true 25 BookChapter /api/subtype/10000312 Konferenciaközlemény SubType Konferenciaközlemény (Könyvrészlet) 228 true 10000312 true 1 /api/category/1 Category Tudományos true 1 Pertence, A.A.F.G.M. 9239050 9239050 8 2020 Large cities seek to incorporate intelligent systems into their infrastructure, industrial, educational, and social activities to improve the quality of service provided to citizens and make all processes more efficient. To this end, these cities use technologies that involve the areas of the Internet of Things, Big Data, and Governance to make decisions by governments and authorities. In the field of Urban Computing, it is possible to use open data in the GTFS format to solve the problems of the urban transport system using complex network metrics that make it possible to model complex interactions between objects in high dimensionality. Stops and routes are modeled as a graph, characterized by complex network metrics. According to the literature, if there is an interruption of the urban transport system, we make an evaluation of the degree of vulnerability of the system in the search for solutions. The main goal of this paper is to propose an approach to analyze the vulnerability of the urban transport system using complex network metrics along with GTFS data in scenarios targeted failures. As a contribution, the proposed approach uses the concept of skewness in the methodology established in the literature. The skewness enables a better understanding and differential the failure conditions from the evaluation of the vulnerability the urban transport system, through a quantitative indication of which local metrics most influence the decay of network metrics. The analysis of the results obtained in the proposed approach serves as a subsidy for studies in the search for solutions to the problems of the urban transport system, providing a tool to the set of technological options for the planning of urban transport systems of smart cities available to governments and authorities. The proposed approach can be applied in different cities, regardless of their size and location, as long as you have access to open geographic data in the GTFS format. © 2020 IEEE. 2021 true true true true false NONE 2025-12-01 false 0 0 0 0 0 0 0 0 0 0 0 0 1 1 false false false false 2021-08-11T17:32:07.820+0000 4 23 0 3 0 true true 10002 English /api/language/10002 Angol Language Angol true 2 false true 10939 true 10017 /api/country/10017 Country Amerikai Egyesült Államok true 13 /api/city/10939 City Piscataway (NJ), Amerikai Egyesült Államok true 2054246 true 18780614 /api/publicationidentifier/18780614 https://www.worldcat.org/search?q=isbn%3A9781728182940 9781728182940 PublicationIdentifier ISBN: 9781728182940 true 122 ISBN https://www.worldcat.org/search?q=isbn%3A@@@ /api/publicationsource/122 ISBN PlainSource ISBN true true 10002 /api/publicationsourcetype/10002 PublicationSourceType Egyéb true false 122 true false /api/publication/32014424 IEEE [szerk.]. 2020 IEEE International Smart Cities Conference, ISC2 2020. (2020) ISBN:9781728182940 true true 23 23 /api/publicationtype/23 PublicationType Könyv 3 true 23 Book false false 32014424 false true true true true 10000144 Conference proceedings true 23 23 /api/publicationtype/23 PublicationType Könyv 3 true 23 Book /api/subtype/10000144 Konferenciakötet SubType Konferenciakötet (Könyv) 345 true 10000144 false Book 2020 true 1 /api/category/1 Category Tudományos true 1 false Language 10002 /api/language/10002 Angol Angol English true 2 true PersonAuthorship 96285029 /api/authorship/96285029 Pertence, A.A.F.G.M. 1 0.33333334 true false false Pertence A.A.F.G.M. true false false AuthorshipType 1 /api/authorshiptype/1 Szerző 0 true 0 true false true PersonAuthorship 96285030 /api/authorship/96285030 Mini, R.A.F. 2 0.33333334 false false false Mini R.A.F. true false false AuthorshipType 1 /api/authorshiptype/1 Szerző 0 true 0 true false true PersonAuthorship 96285031 /api/authorship/96285031 Marques-Neto, H.T. 3 0.33333334 false true false Marques-Neto H.T. true false false AuthorshipType 1 /api/authorshiptype/1 Szerző 0 true 0 true false true PublicationIdentifier 18780616 /api/publicationidentifier/18780616 DOI: 10.1109/ISC251055.2020.9239050 PlainSource 6 /api/publicationsource/6 DOI PublicationSourceType 10001 /api/publicationsourcetype/10001 DOI true true true DOI DOI https://doi.org/@@@ true true 6 true IDENTICAL 10.1109/ISC251055.2020.9239050 https://doi.org/10.1109/ISC251055.2020.9239050 false true PublicationIdentifier 30172112 /api/publicationidentifier/30172112 WoS: 000853879300041 PlainSource 1 /api/publicationsource/1 WoS PublicationSourceType 10003 /api/publicationsourcetype/10003 Indexelő adatbázis false true true WoS WoS https://www.webofscience.com/wos/woscc/full-record/@@@ true true 1 true 000853879300041 https://www.webofscience.com/wos/woscc/full-record/000853879300041 true true PublicationIdentifier 18780615 /api/publicationidentifier/18780615 Scopus: 85097208605 PlainSource 3 /api/publicationsource/3 Scopus PublicationSourceType 10003 /api/publicationsourcetype/10003 Indexelő adatbázis false true true Scopus Scopus http://www.scopus.com/record/display.url?origin=inward&eid=2-s2.0-@@@ true true 3 true IDENTICAL 85097208605 http://www.scopus.com/record/display.url?origin=inward&eid=2-s2.0-85097208605 false true Keyword 6461 /api/keyword/6461 complex networks true 6461 true Keyword 12510 /api/keyword/12510 intelligent systems true 12510 true Keyword 1053793 /api/keyword/1053793 Quality of service true 1053793 true Keyword 1189487 /api/keyword/1189487 Network security true 1189487 true Keyword 1237148 /api/keyword/1237148 Failure conditions true 1237148 true Keyword 1256422 /api/keyword/1256422 High dimensionality true 1256422 true Keyword 1281674 /api/keyword/1281674 HUMAN MOBILITY true 1281674 true Keyword 1292246 /api/keyword/1292246 MODEL COMPLEXES true 1292246 true Keyword 1305257 /api/keyword/1305257 Smart City true 1305257 true Keyword 1309174 /api/keyword/1309174 Higher order statistics true 1309174 true Keyword 1312178 /api/keyword/1312178 Smart cities true 1312178 true Keyword 1338994 /api/keyword/1338994 Open data true 1338994 true Keyword 1538847 /api/keyword/1538847 Vulnerability analysis true true Keyword 1677640 /api/keyword/1677640 Network metrics true true Keyword 1695656 /api/keyword/1695656 urban transport systems true true Keyword 1925768 /api/keyword/1925768 Urban computing true true Keyword 1925768 /api/keyword/1925768 Urban computing true true Keyword 1971338 /api/keyword/1971338 Urban transportation true true Keyword 2046707 /api/keyword/2046707 social activities true true Keyword 2308170 /api/keyword/2308170 Urban Transport System true true Reference 20463319 /api/reference/20463319 1. Hagberg, A.A., Schult, D.A., Swart, P.J., Exploring network structure, dynamics, and function using networkx (2008) Th Python in Science Conference (SciPy2008), Gaël Varoquaux, Travis Vaught, and Jarrod Millman, pp. 11-15. , Eds, Pasadena, CA USA 1 false true Reference 20463318 /api/reference/20463318 2. Kunama, N., Worapan, M., Phithakkitnukoon, S., Demissie, M., GTFSVIZ: Tool for preprocessing and visualizing GTFS data (2017) Proceedings of the ACM International Joint Conference on Pervasive and Ubiquitous Computing, UBICOMP and Proceedings of the ACM International Symposium on Wearable Computers, ISWC 2 false true Reference 20463317 /api/reference/20463317 3. Zhang, T., Chen, M., Lawson, C., General transit feed specification data visualization (2014) 22nd International Conference on Geoinformatics IEEE 3 false true Reference 20463316 /api/reference/20463316 4. Furno, A., El Faouzi, N.E., Sharma, R., Cammarota, V., Zimeo, E., A graph-based framework for real-time vulnerability assessment of road networks (2018) IEEE International Conference on Smart Computing 4 false true Reference 20463315 /api/reference/20463315 5. Joanes, D.N., Gill, C.A., Comparing Measures of Sample Skewness and Kurtosis (1998) Journal of the Royal Statistical Society: Series D (the Statistician, 47, pp. 183-189 5 false true Reference 20463314 /api/reference/20463314 6. Sun, L., Huang, Y., Chen, Y., Yao, L., Vulnerability assessment of urban rail transit based on multi-static weighted method in Beijing, China (2018) Transportation Research Part A: Policy and Practice, 108, pp. 12-24 6 false true Reference 20463313 /api/reference/20463313 7. Háznagy, A., London, A., Fi, I., Nemeth, T., Complex network analysis of public transportation networks: A comprehensive study (2015) International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS IEEE 7 false true Reference 20463312 /api/reference/20463312 8. Barrat, A., Barthélemy, M., Pastor-Satorras, R., Vespignani, A., The Architecture of Complex Weighted Networks (2004) Proceedings of the National Academy of Sciences March 16, 101 (11), pp. 3747-3752 8 false true Reference 20463311 /api/reference/20463311 9. Berche, B., Ferber, C., Holovatch, T., Holovatch, Y., Resilience of public transport networks against attacks (2009) The European Physical Journal B, 71, pp. 125-137 9 false true Reference 20463310 /api/reference/20463310 10. Easley, D., Jon, K., (2010) Networks Crowds and Markets, 8. , Cambridge: Cambridge University Press 10 false true Reference 20463309 /api/reference/20463309 11. Nist, Nist/Sematech, Statistics Hanbook, E., (2003), http://www.itl.nist.gov/div898/handbook/eda/section3/eda35b.htm 11 false true Reference 20463308 /api/reference/20463308 12. Derrible, S., Kennedy, C., The complexity and robustness of metro networks (2010) Physica A, 389, pp. 3678-3691 12 false true Reference 20463307 /api/reference/20463307 13. Latora, V., Marchiori, M., A measure of centrality based on network efficiency (2007) New Journal of Physics, 9, p. 188 13 false true Reference 20463306 /api/reference/20463306 14. Candelieri, A., Galuzzi, B.G., Giordani, I., Archetti, F., Vulnerability of public transportation networks against directed attacks and cascading failures (2019) Public Transportation, 11, pp. 27-49 14 false true Reference 20463305 /api/reference/20463305 15. Rodríguez-Núñez, E., Garciá-Palomares, J.C., Measuring the vulnerability of public transport networks (2014) Journal of Transport Geography, 35, pp. 50-63 15 false true Reference 20463304 /api/reference/20463304 16. Ferber, C., Berche, B., Holovatch, T., Holovatch, Y., A tale of two cities vulnerabilities of the london and paris transit networks (2012) J. Transportation Security, 5, pp. 199-216. , 2012 16 false true Reference 20463303 /api/reference/20463303 17. (2016) IEEE 19th International Conference on Intelligent Transportation Systems (ITSC) Windsor Oceanico Hotel, Rio de Janeiro, Brazil, November, pp. 1-4 17 false true Reference 20463302 /api/reference/20463302 18. Silva, E.L.C., Rosa, M.O., Fonseca, K.V.O., Luders, R., Kozievitch, N.P., Combining K-means Method and Complex Network Analysis to Evaluate City Mobility 18 false true Reference 20463301 /api/reference/20463301 19. (2005) Static Transit, , http://developers.google.com/transit/gtfs/, Google GTFS Static Overview 19 false true Reference 20463300 /api/reference/20463300 20. Ding, R., Ujang, N., Hamid, H.B., Manam, M.S.A., Li, R., Albadareen, S.S.M., Nochian, A., Wu, J., Application of complex networks theory in urban traffic network researches (2019) Networks and Spatial Economics, 19, pp. 1281-1317 20 false true Reference 20463299 /api/reference/20463299 21. Mehmood, Y., Ahmad, F., Yaqoob, I., Adnane, A., Imran, M., Guizani, S., Internet-of-things based smart cities: Recent advances and challenges (2017) IEEE Communications Magazine, September 21 false true Reference 20463298 /api/reference/20463298 22. Chamoso, P., González-Briones, A., Rodríguez, S., Corchado, J.M., Tendencies of technologies and platforms in smart cities: A state-of-the-art review (2018) Wireless Communications and Mobile Computing, pp. 1-17. , 2018 22 false true Reference 20463297 /api/reference/20463297 23. (2015) Anais Do XXXV Congresso da Sociedade Brasileira de Computacąo Livro da XXXIV Jornada de Atualizacąõ em Informática (JAI), , Cap.2 23 false true Reference 20463296 /api/reference/20463296 24. Silva, T.H., Loureiro, A.A.F., Computacąõ Urbana: Técnicas Para O Estudo de Sociedades Com Redes de Sensoriamento Participativo 24 false true Reference 20463295 /api/reference/20463295 25. Zheng, Y., Capra, L., Wolfson, O., Yuan, H., Urban computing: Concepts, methodologies, and applications (2014) ACM Transactions on Intelligent Systems and Technology, 5 (3) 25 false true Reference 20463321 /api/reference/20463321 26. (2004) Open Street Map, , http://www.openstreetmap.org/ 26 false true Reference 20463320 /api/reference/20463320 27. Hunter, J.D., Matplotlib: A 2d graphics environment (2007) Computing in Science & Engineering, 9, pp. 90-95 27 false true /api/publication/32014423 Pertence A.A.F.G.M. et al. Vulnerability Analysis of the Urban Transport System in the Context of Smart Cities. (2020) Megjelent: 2020 IEEE International Smart Cities Conference, ISC2 2020<div class="BookChapter Publication long-list"> <div class="authors"> <img title="Idézőközlemény" style="float: left" src="/frontend/resources/grid/publication-citation-icon.png"> <div class="autype autype0"> <span class="author-name" >Pertence A.A.F.G.M. </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Mini R.A.F. </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Marques-Neto H.T. </span> </div> </div> <div class="title"><a href="/gui2/?mode=browse&params=publication;32014423" target="_blank">Vulnerability Analysis of the Urban Transport System in the Context of Smart Cities</a></div> <div class="InBook"><div class="chapter-in">In:</div> <div class="authors"> <div class="autype autype-1"> <span class="author-affil">IEEE</span> (szerk.) </div> </div> <div class="booktitle"><a href="/gui2/?mode=browse&params=publication;32014424" target="_blank">2020 IEEE International Smart Cities Conference, ISC2 2020 </a></div> <div class="conference"> Konferencia helye, ideje: <span class="conference-date">2020.09.28. - 2020.10.01.</span> </div> <span class="publishedAt">Piscataway (NJ): <span class="publishers">Institute of Electrical and Electronics Engineers (IEEE)</span>, <span class="page"> Paper 9239050. 8 p. </span> <span class="year">(2020)</span> </div> <div class="pub-footer"> <span class="language" xmlns="http://www.w3.org/1999/html">Nyelv: Angol | </span> <span class="identifiers"> <span class="id identifier oa_none" title="none"> <a style="color:blue" title="10.1109/ISC251055.2020.9239050" target="_blank" href="https://doi.org/10.1109/ISC251055.2020.9239050"> DOI </a> </span> <span class="id identifier oa_none" title="none"> <a style="color:black" title="000853879300041" target="_blank" href="https://www.webofscience.com/wos/woscc/full-record/000853879300041"> WoS </a> </span> <span class="id identifier oa_none" title="none"> <a style="color:blue" title="85097208605" target="_blank" href="http://www.scopus.com/record/display.url?origin=inward&eid=2-s2.0-85097208605"> Scopus </a> </span> </span> <span class="bookchapter-ids">Befoglaló link(ek):</span> <span class="identifiers"> <span class="id identifier oa_none" title="none"> <span class="isbnOrIssn"> ISBN: </span> <a style="color:black" title="9781728182940" target="_blank" href="https://www.worldcat.org/search?q=isbn%3A9781728182940"> 9781728182940 </a> </span> </span> <div class="publication-citation"> <a target="_blank" href="/api/publication?cond=citations.related;eq;32014423&sort=publishedYear,desc&sort=title"> Idézett közlemények száma: 1 </a> </div> <div class="mtid"><span class="long-pub-mtid">Közlemény: 32014423</span> | <span class="status-data status-ADMIN_APPROVED"> Admin láttamozott </span> <span class="long-book-mtid">Befoglaló: 32014424</span> Idéző | <span class="type-subtype">Könyvrészlet ( Konferenciaközlemény ) </span> | <span class="pub-category">Tudományos</span> | <span class="publication-sourceOfData">Scopus</span> </div> <div class="lastModified">Utolsó módosítás: 2025.11.19. 11:03 Hódi Adrienn (SZTE admin5) </div> </div> </div>