{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T13:02:31Z","timestamp":1742994151437,"version":"3.40.3"},"publisher-location":"Cham","reference-count":32,"publisher":"Springer Nature Switzerland","isbn-type":[{"type":"print","value":"9783031493782"},{"type":"electronic","value":"9783031493799"}],"license":[{"start":{"date-parts":[[2023,12,12]],"date-time":"2023-12-12T00:00:00Z","timestamp":1702339200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2023,12,12]],"date-time":"2023-12-12T00:00:00Z","timestamp":1702339200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024]]},"DOI":"10.1007\/978-3-031-49379-9_6","type":"book-chapter","created":{"date-parts":[[2023,12,11]],"date-time":"2023-12-11T13:02:17Z","timestamp":1702299737000},"page":"105-125","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Mining Tourists\u2019 Movement Patterns in a City"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-7489-4380","authenticated-orcid":false,"given":"Lu\u00eds B.","family":"Elvas","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4909-6341","authenticated-orcid":false,"given":"Miguel","family":"Nunes","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6275-9467","authenticated-orcid":false,"given":"Jos\u00e9 Augusto","family":"Afonso","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1600-7867","authenticated-orcid":false,"given":"Berit Irene","family":"Helgheim","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0009-0006-0252-7780","authenticated-orcid":false,"given":"Bruno","family":"Francisco","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2023,12,12]]},"reference":[{"issue":"4","key":"6_CR1","doi-asserted-by":"publisher","first-page":"2347","DOI":"10.1109\/COMST.2015.2444095","volume":"17","author":"A Al-Fuqaha","year":"2015","unstructured":"Al-Fuqaha, A., Guizani, M., Mohammadi, M., Aledhari, M., Ayyash, M.: Internet of Things: a survey on enabling technologies, protocols, and applications. IEEE Commun. Surv. Tutor. 17(4), 2347\u20132376 (2015). https:\/\/doi.org\/10.1109\/COMST.2015.2444095","journal-title":"IEEE Commun. Surv. Tutor."},{"key":"6_CR2","doi-asserted-by":"publisher","unstructured":"Jino Ramson, S.R., Moni, D.J.: Applications of wireless sensor networks \u2014 A survey. in 2017 International Conference on Innovations in Electrical, Electronics, Instrumentation and Media Technology (ICEEIMT), pp. 325\u2013329 (2017). https:\/\/doi.org\/10.1109\/ICIEEIMT.2017.8116858","DOI":"10.1109\/ICIEEIMT.2017.8116858"},{"issue":"2","key":"6_CR3","doi-asserted-by":"publisher","first-page":"457","DOI":"10.1016\/j.comnet.2010.10.015","volume":"55","author":"M Gerla","year":"2011","unstructured":"Gerla, M., Kleinrock, L.: Vehicular networks and the future of the mobile internet. Comput. Netw. 55(2), 457\u2013469 (2011). https:\/\/doi.org\/10.1016\/j.comnet.2010.10.015","journal-title":"Comput. Netw."},{"issue":"1","key":"6_CR4","doi-asserted-by":"publisher","first-page":"402","DOI":"10.1109\/SURV.2012.031412.00077","volume":"15","author":"WZ Khan","year":"2013","unstructured":"Khan, W.Z., Xiang, Y., Aalsalem, M.Y., Arshad, Q.: Mobile phone sensing systems: a survey. IEEE Commun. Surv. Tutor. 15(1), 402\u2013427 (2013). https:\/\/doi.org\/10.1109\/SURV.2012.031412.00077","journal-title":"IEEE Commun. Surv. Tutor."},{"issue":"18","key":"6_CR5","doi-asserted-by":"publisher","first-page":"e3","DOI":"10.4108\/eetsc.v6i18.1374","volume":"6","author":"LB Elvas","year":"2022","unstructured":"Elvas, L.B., Gon\u00e7alves, S.P., Ferreira, J.C., Madureira, A.: Data fusion and visualization towards city disaster management: Lisbon case study. EAI Endorsed Trans. Smart Cities 6(18), e3\u2013e3 (2022). https:\/\/doi.org\/10.4108\/eetsc.v6i18.1374","journal-title":"EAI Endorsed Trans. Smart Cities"},{"issue":"2","key":"6_CR6","doi-asserted-by":"publisher","first-page":"819","DOI":"10.3390\/smartcities4020042","volume":"4","author":"LB Elvas","year":"2021","unstructured":"Elvas, L.B., Mataloto, B.M., Martins, A.L., Ferreira, J.C.: Disaster management in smart cities. Smart Cities 4(2), 819\u2013839 (2021). https:\/\/doi.org\/10.3390\/smartcities4020042","journal-title":"Smart Cities"},{"issue":"22","key":"6_CR7","doi-asserted-by":"publisher","first-page":"1","DOI":"10.3390\/app10228281","volume":"10","author":"LB Elvas","year":"2020","unstructured":"Elvas, L.B., Marreiros, C.F., Dinis, J.M., Pereira, M.C., Martins, A.L., Ferreira, J.C.: Data-driven approach for incident management in a smart city. Appl. Sci. Switz. 10(22), 1\u201318 (2020). https:\/\/doi.org\/10.3390\/app10228281","journal-title":"Appl. Sci. Switz."},{"issue":"2","key":"6_CR8","doi-asserted-by":"publisher","first-page":"143","DOI":"10.3390\/ijgi11020143","volume":"11","author":"J Mesquitela","year":"2022","unstructured":"Mesquitela, J., Elvas, L.B., Ferreira, J.C., Nunes, L.: Data analytics process over road accidents data\u2014a case study of Lisbon city. ISPRS Int. J. Geo-Inf. 11(2), 143 (2022). https:\/\/doi.org\/10.3390\/ijgi11020143","journal-title":"ISPRS Int. J. Geo-Inf."},{"key":"6_CR9","unstructured":"LCG, Toursim numbers in Portugal (2022). https:\/\/travelbi.turismodeportugal.pt\/turismo-em-portugal\/turismo-em-numeros-marco-2022\/. Accessed May 13 2022"},{"key":"6_CR10","doi-asserted-by":"publisher","DOI":"10.1136\/bmj.b2535","volume":"339","author":"D Moher","year":"2009","unstructured":"Moher, D., Liberati, A., Tetzlaff, J., Altman, D.G.: Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement. BMJ 339, b2535 (2009). https:\/\/doi.org\/10.1136\/bmj.b2535","journal-title":"BMJ"},{"issue":"4","key":"6_CR11","doi-asserted-by":"publisher","first-page":"1671","DOI":"10.1007\/s11116-020-10108-w","volume":"48","author":"M Fekih","year":"2021","unstructured":"Fekih, M., Bellemans, T., Smoreda, Z., Bonnel, P., Furno, A., Galland, S.: A data-driven approach for origin\u2013destination matrix construction from cellular network signalling data: a case study of Lyon region (France). Transportation 48(4), 1671\u20131702 (2021). https:\/\/doi.org\/10.1007\/s11116-020-10108-w","journal-title":"Transportation"},{"issue":"2","key":"6_CR12","doi-asserted-by":"publisher","first-page":"173","DOI":"10.1080\/23270012.2020.1741039","volume":"7","author":"E Carter","year":"2020","unstructured":"Carter, E., Adam, P., Tsakis, D., Shaw, S., Watson, R., Ryan, P.: Enhancing pedestrian mobility in smart cities using big data. J. Manag. Anal. 7(2), 173\u2013188 (2020). https:\/\/doi.org\/10.1080\/23270012.2020.1741039","journal-title":"J. Manag. Anal."},{"issue":"1","key":"6_CR13","doi-asserted-by":"publisher","first-page":"115","DOI":"10.1007\/s11042-021-10993-y","volume":"81","author":"C Badii","year":"2022","unstructured":"Badii, C., Difino, A., Nesi, P., Paoli, I., Paolucci, M.: Classification of users\u2019 transportation modalities from mobiles in real operating conditions. Multimed. Tools Appl. 81(1), 115\u2013140 (2022). https:\/\/doi.org\/10.1007\/s11042-021-10993-y","journal-title":"Multimed. Tools Appl."},{"issue":"5","key":"6_CR14","doi-asserted-by":"publisher","first-page":"837","DOI":"10.3390\/electronics9050837","volume":"9","author":"S Ali Haidery","year":"2020","unstructured":"Ali Haidery, S., Ullah, H., Khan, N.U., Fatima, K., Rizvi, S.S., Kwon, S.J.: Role of big data in the development of smart city by analyzing the density of residents in shanghai. Electronics 9(5), 837 (2020). https:\/\/doi.org\/10.3390\/electronics9050837","journal-title":"Electronics"},{"issue":"11","key":"6_CR15","doi-asserted-by":"publisher","first-page":"666","DOI":"10.3390\/ijgi9110666","volume":"9","author":"C Li","year":"2020","unstructured":"Li, C., Hu, J., Dai, Z., Fan, Z., Wu, Z.: Understanding individual mobility pattern and portrait depiction based on mobile phone data. ISPRS Int. J. Geo-Inf. 9(11), 666 (2020). https:\/\/doi.org\/10.3390\/ijgi9110666","journal-title":"ISPRS Int. J. Geo-Inf."},{"issue":"1","key":"6_CR16","doi-asserted-by":"publisher","first-page":"56","DOI":"10.1109\/MCOMSTD.001.2000046","volume":"5","author":"J Jeong","year":"2021","unstructured":"Jeong, J., et al.: Mobility prediction for 5G core networks. IEEE Commun. Stand. Mag. 5(1), 56\u201361 (2021). https:\/\/doi.org\/10.1109\/MCOMSTD.001.2000046","journal-title":"IEEE Commun. Stand. Mag."},{"issue":"6","key":"6_CR17","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/3461645","volume":"12","author":"P Guo","year":"2021","unstructured":"Guo, P., Xiao, K., Ye, Z., Zhu, W.: Route optimization via environment-aware deep network and reinforcement learning. ACM Trans. Intell. Syst. Technol. (TIST) 12(6), 1\u201321 (2021). https:\/\/doi.org\/10.1145\/3461645","journal-title":"ACM Trans. Intell. Syst. Technol. (TIST)"},{"issue":"2","key":"6_CR18","doi-asserted-by":"publisher","first-page":"276","DOI":"10.1108\/FS-02-2021-0035","volume":"24","author":"NX Leow","year":"2022","unstructured":"Leow, N.X., Krishnaswamy, J.: Smart cities need environmental consciousness and more social responsibilities as an outcome of COVID-19\u2013reflections from urban road commuters. Foresight 24(2), 276\u2013296 (2022). https:\/\/doi.org\/10.1108\/FS-02-2021-0035","journal-title":"Foresight"},{"key":"6_CR19","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1186\/s13174-021-00136-9","volume":"12","author":"TG Martins","year":"2021","unstructured":"Martins, T.G., Lago, N., Santana, E.F., Telea, A., Kon, F., de Souza, H.A.: Using bundling to visualize multivariate urban mobility structure patterns in the S\u00e3o Paulo metropolitan area. J. Internet Serv. Appl. 12, 1\u201332 (2021). https:\/\/doi.org\/10.1186\/s13174-021-00136-9","journal-title":"J. Internet Serv. Appl."},{"issue":"1","key":"6_CR20","doi-asserted-by":"publisher","first-page":"35","DOI":"10.14456\/hasss.2021.4","volume":"21","author":"P Keawsomnuk","year":"2021","unstructured":"Keawsomnuk, P.: A structural equation model of factors relating to smart cities that affect the management of the world heritage site as well as the quality of life of tourists and villagers in Ayutthaya, Thailand. Humanit. Arts Soc. Sci. Stud. 21(1), 35\u201342 (2021). https:\/\/doi.org\/10.14456\/hasss.2021.4","journal-title":"Humanit. Arts Soc. Sci. Stud."},{"issue":"1","key":"6_CR21","doi-asserted-by":"publisher","first-page":"1964","DOI":"10.1038\/s41598-022-05859-8","volume":"12","author":"A Cheshmehzangi","year":"2022","unstructured":"Cheshmehzangi, A., et al.: A hierarchical study for urban statistical indicators on the prevalence of COVID-19 in Chinese city clusters based on multiple linear regression (MLR) and polynomial best subset regression (PBSR) analysis. Sci. Rep. 12(1), 1964 (2022). https:\/\/doi.org\/10.1038\/s41598-022-05859-8","journal-title":"Sci. Rep."},{"issue":"4","key":"6_CR22","doi-asserted-by":"publisher","first-page":"278","DOI":"10.2478\/mgr-2021-0020","volume":"29","author":"M \u0160auer","year":"2021","unstructured":"\u0160auer, M., Vystoupil, J., Novotn\u00e1, M., Widawski, K.: Central European tourist flows: intraregional patterns and their implications. Morav. Geogr. Rep. 29(4), 278\u2013291 (2021). https:\/\/doi.org\/10.2478\/mgr-2021-0020","journal-title":"Morav. Geogr. Rep."},{"key":"6_CR23","doi-asserted-by":"publisher","DOI":"10.1007\/s12061-021-09433-z","author":"X Lao","year":"2022","unstructured":"Lao, X., Deng, X., Gu, H., Yang, J., Yu, H., Xu, Z.: Comparing intercity mobility patterns among different holidays in china: a big data analysis. Appl. Spat. Anal. Policy (2022). https:\/\/doi.org\/10.1007\/s12061-021-09433-z","journal-title":"Appl. Spat. Anal. Policy"},{"key":"6_CR24","doi-asserted-by":"publisher","first-page":"43","DOI":"10.1016\/j.is.2018.02.004","volume":"75","author":"X Li","year":"2018","unstructured":"Li, X., et al.: Position prediction system based on spatio-temporal regularity of object mobility. Inf. Syst. 75, 43\u201355 (2018). https:\/\/doi.org\/10.1016\/j.is.2018.02.004","journal-title":"Inf. Syst."},{"key":"6_CR25","doi-asserted-by":"publisher","first-page":"103130","DOI":"10.1016\/j.jtrangeo.2021.103130","volume":"94","author":"U T\u00fcrk","year":"2021","unstructured":"T\u00fcrk, U., \u00d6sth, J., Kourtit, K., Nijkamp, P.: The path of least resistance explaining tourist mobility patterns in destination areas using Airbnb data. J. Transp. Geogr. 94, 103130 (2021). https:\/\/doi.org\/10.1016\/j.jtrangeo.2021.103130","journal-title":"J. Transp. Geogr."},{"issue":"1","key":"6_CR26","doi-asserted-by":"publisher","first-page":"44","DOI":"10.1140\/epjds\/s13688-018-0168-2","volume":"7","author":"C Mizzi","year":"2018","unstructured":"Mizzi, C., et al.: Unraveling pedestrian mobility on a road network using ICTs data during great tourist events. EPJ Data Sci. 7(1), 44 (2018). https:\/\/doi.org\/10.1140\/epjds\/s13688-018-0168-2","journal-title":"EPJ Data Sci."},{"key":"6_CR27","unstructured":"Wirth, R., Hipp, J.: CRISP-DM: Towards a standard process model for data mining, p. 11"},{"key":"6_CR28","unstructured":"\u201cLisbon Administrative Reform - First Quarterly Monitoring Report.\u201d https:\/\/www.am-lisboa.pt\/451600\/1\/008910,000505\/index.htm. Accessed Oct 27 2022"},{"key":"6_CR29","unstructured":"INE, \u201cTourism Statistics - 2020.\u201d https:\/\/www.ine.pt\/xportal\/xmain?xpid=INE&xpgid=ine_publicacoes&PUBLICACOESpub_boui=280866098&PUBLICACOESmodo=2. Accessed Oct 21 2022"},{"key":"6_CR30","volume-title":"Data Visualization: A Practical Introduction","author":"K Healy","year":"2018","unstructured":"Healy, K.: Data Visualization: A Practical Introduction. Princeton University Press, Princeton (2018)"},{"key":"6_CR31","unstructured":"\u201cTripadvisor,\u201d Tripadvisor. https:\/\/www.tripadvisor.pt\/. Accessed Aug 09 2022"},{"key":"6_CR32","unstructured":"\u201cWeb Summit: Lisbon hosting the largest tech event in the world - Portugal - Portuguese American Journal.\u201d https:\/\/portuguese-american-journal.com\/web-summit-lisbon-hosting-the-largest-tech-event-in-the-world-portugal\/.Accessed May 13 2022"}],"container-title":["Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","Intelligent Transport Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-49379-9_6","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,12,11]],"date-time":"2023-12-11T13:03:12Z","timestamp":1702299792000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-49379-9_6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,12,12]]},"ISBN":["9783031493782","9783031493799"],"references-count":32,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-49379-9_6","relation":{},"ISSN":["1867-8211","1867-822X"],"issn-type":[{"type":"print","value":"1867-8211"},{"type":"electronic","value":"1867-822X"}],"subject":[],"published":{"date-parts":[[2023,12,12]]},"assertion":[{"value":"12 December 2023","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"INTSYS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Intelligent Transport Systems","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Molde","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Norway","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2023","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"6 September 2023","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"7 September 2023","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"7","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"intsys2023","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/futuretransport.eai-conferences.org\/2023\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Double-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"EAI Confy +","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"39","order":3,"name":"number_of_submissions_sent_for_review","label":"Number of Submissions Sent for Review","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"14","order":4,"name":"number_of_full_papers_accepted","label":"Number of Full Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"0","order":5,"name":"number_of_short_papers_accepted","label":"Number of Short Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"36% - The value is computed by the equation \"Number of Full Papers Accepted \/ Number of Submissions Sent for Review * 100\" and then rounded to a whole number.","order":6,"name":"acceptance_rate_of_full_papers","label":"Acceptance Rate of Full Papers","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"3.5","order":7,"name":"average_number_of_reviews_per_paper","label":"Average Number of Reviews per Paper","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"3.5","order":8,"name":"average_number_of_papers_per_reviewer","label":"Average Number of Papers per Reviewer","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Yes","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}