{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T05:57:11Z","timestamp":1742968631306,"version":"3.40.3"},"publisher-location":"Cham","reference-count":30,"publisher":"Springer Nature Switzerland","isbn-type":[{"type":"print","value":"9783031354441"},{"type":"electronic","value":"9783031354458"}],"license":[{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"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":[[2023]]},"DOI":"10.1007\/978-3-031-35445-8_14","type":"book-chapter","created":{"date-parts":[[2023,6,10]],"date-time":"2023-06-10T10:01:36Z","timestamp":1686391296000},"page":"191-206","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Profiling Public Service Accessibility Based on\u00a0the\u00a0Public Transport Infrastructure"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-6418-8194","authenticated-orcid":false,"given":"Leibnitz","family":"Rojas-Bustamante","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6741-4169","authenticated-orcid":false,"given":"Crayla","family":"Alfaro","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0568-0562","authenticated-orcid":false,"given":"Ivan","family":"Molero","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dennis","family":"Aparicio","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7997-1739","authenticated-orcid":false,"given":"Miguel","family":"Nunez-del-Prado","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2023,6,11]]},"reference":[{"key":"14_CR1","doi-asserted-by":"publisher","first-page":"102924","DOI":"10.1016\/j.jtrangeo.2020.102924","volume":"90","author":"MH Barboza","year":"2021","unstructured":"Barboza, M.H., Carneiro, M.S., Falavigna, C., Luz, G., Orrico, R.: Balancing time: using a new accessibility measure in Rio de Janeiro. J. Transp. Geogr. 90, 102924 (2021)","journal-title":"J. Transp. Geogr."},{"key":"14_CR2","doi-asserted-by":"publisher","first-page":"100916","DOI":"10.1016\/j.jth.2020.100916","volume":"18","author":"G Boisjoly","year":"2020","unstructured":"Boisjoly, G., et al.: Measuring accessibility to hospitals by public transport: an assessment of eight canadian metropolitan regions. J. Transp. Health 18, 100916 (2020)","journal-title":"J. Transp. Health"},{"key":"14_CR3","doi-asserted-by":"publisher","first-page":"123","DOI":"10.1016\/j.jtrangeo.2017.10.015","volume":"65","author":"J Chen","year":"2017","unstructured":"Chen, J., Ni, J., Xi, C., Li, S., Wang, J.: Determining intra-urban spatial accessibility disparities in multimodal public transport networks. J. Transp. Geogr. 65, 123\u2013133 (2017)","journal-title":"J. Transp. Geogr."},{"key":"14_CR4","doi-asserted-by":"publisher","first-page":"101684","DOI":"10.1016\/j.eti.2021.101684","volume":"23","author":"Z Chen","year":"2021","unstructured":"Chen, Z.: Application of environmental ecological strategy in smart city space architecture planning. Environ. Technol. Innov. 23, 101684 (2021)","journal-title":"Environ. Technol. Innov."},{"key":"14_CR5","doi-asserted-by":"publisher","first-page":"176","DOI":"10.1016\/j.jtrangeo.2015.09.008","volume":"48","author":"K Fransen","year":"2015","unstructured":"Fransen, K., Neutens, T., Farber, S., De Maeyer, P., Deruyter, G., Witlox, F.: Identifying public transport gaps using time-dependent accessibility levels. J. Transp. Geogr. 48, 176\u2013187 (2015)","journal-title":"J. Transp. Geogr."},{"key":"14_CR6","unstructured":"Hagberg, A., Conway, D.: Networkx: network analysis with python"},{"key":"14_CR7","unstructured":"Instituto Nacional de Estad\u00edstica e Inform\u00e1tica - INEI: Estado de la poblaci\u00f3n peruana 2020. https:\/\/www.inei.gob.pe\/media\/MenuRecursivo\/publicaciones_digitales\/Est\/Lib1743\/Libro.pdf (2020). Accessed 18 Aug 2022"},{"issue":"4","key":"14_CR8","doi-asserted-by":"publisher","first-page":"1","DOI":"10.7851\/Ksrp.2016.22.4.001","volume":"22","author":"J Jeon","year":"2016","unstructured":"Jeon, J., Kim, S., Suh, K., Park, M., Choi, J., Yoon, S.: Accessibility to public service facilities in rural area by public transportation system. J. Korean Soc. Rural Plan. 22(4), 1\u201311 (2016)","journal-title":"J. Korean Soc. Rural Plan."},{"issue":"10","key":"14_CR9","doi-asserted-by":"publisher","first-page":"e32","DOI":"10.2105\/AJPH.2012.300675","volume":"102","author":"J Jiao","year":"2012","unstructured":"Jiao, J., Moudon, A.V., Ulmer, J., Hurvitz, P.M., Drewnowski, A.: How to identify food deserts: measuring physical and economic access to supermarkets in king county, Washington. Am. J. Public Health 102(10), e32\u2013e39 (2012)","journal-title":"Am. J. Public Health"},{"key":"14_CR10","doi-asserted-by":"crossref","unstructured":"Jin, X., Han, J.: K-Means Clustering, pp. 563\u2013564. Springer, Boston (2010)","DOI":"10.1007\/978-0-387-30164-8_425"},{"issue":"1","key":"14_CR11","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1186\/s12942-020-00229-x","volume":"19","author":"JY Kang","year":"2020","unstructured":"Kang, J.Y., et al.: Rapidly measuring spatial accessibility of COVID-19 healthcare resources: a case study of Illinois, USA. Int. J. Health Geogr. 19(1), 1\u201317 (2020)","journal-title":"Int. J. Health Geogr."},{"issue":"6","key":"14_CR12","doi-asserted-by":"publisher","first-page":"e0270346","DOI":"10.1371\/journal.pone.0270346","volume":"17","author":"I Lee","year":"2022","unstructured":"Lee, I., Cho, S.H., Kim, K., Kho, S.Y., Kim, D.K.: Travel pattern-based bus trip origin-destination estimation using smart card data. PLoS ONE 17(6), e0270346 (2022)","journal-title":"PLoS ONE"},{"issue":"1","key":"14_CR13","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1186\/s12544-021-00520-3","volume":"13","author":"C Lemonde","year":"2021","unstructured":"Lemonde, C., Arsenio, E., Henriques, R.: Integrative analysis of multimodal traffic data: addressing open challenges using big data analytics in the city of Lisbon. Eur. Transp. Res. Rev. 13(1), 1\u201322 (2021)","journal-title":"Eur. Transp. Res. Rev."},{"issue":"1","key":"14_CR14","doi-asserted-by":"publisher","first-page":"129","DOI":"10.5198\/jtlu.2020.1660","volume":"13","author":"D Levinson","year":"2020","unstructured":"Levinson, D., Wu, H.: Towards a general theory of access. J. Transp. Land Use 13(1), 129\u2013158 (2020)","journal-title":"J. Transp. Land Use"},{"issue":"2","key":"14_CR15","doi-asserted-by":"publisher","first-page":"451","DOI":"10.1016\/S0031-3203(02)00060-2","volume":"36","author":"A Likas","year":"2003","unstructured":"Likas, A., Vlassis, N., Verbeek, J.J.: The global k-means clustering algorithm. Pattern Recogn. 36(2), 451\u2013461 (2003)","journal-title":"Pattern Recogn."},{"key":"14_CR16","doi-asserted-by":"publisher","first-page":"7999","DOI":"10.1016\/j.egyr.2021.08.124","volume":"7","author":"C Ma","year":"2021","unstructured":"Ma, C.: Smart city and cyber-security; technologies used, leading challenges and future recommendations. Energy Rep. 7, 7999\u20138012 (2021)","journal-title":"Energy Rep."},{"key":"14_CR17","doi-asserted-by":"publisher","first-page":"14","DOI":"10.1016\/j.jtrangeo.2014.12.006","volume":"43","author":"T Neutens","year":"2015","unstructured":"Neutens, T.: Accessibility, equity and health care: review and research directions for transport geographers. J. Transp. Geogr. 43, 14\u201327 (2015)","journal-title":"J. Transp. Geogr."},{"key":"14_CR18","doi-asserted-by":"crossref","unstructured":"Neutens, T.: Accessibility, in transportation planning. In: International Encyclopedia of Geography: People, the Earth, Environment and Technology: People, the Earth, Environment and Technology, pp. 1\u20134 (2016)","DOI":"10.1002\/9781118786352.wbieg0019"},{"issue":"2","key":"14_CR19","doi-asserted-by":"publisher","first-page":"253","DOI":"10.1016\/j.apgeog.2011.05.006","volume":"32","author":"T Neutens","year":"2012","unstructured":"Neutens, T., Delafontaine, M., Scott, D.M., De Maeyer, P.: A GIS-based method to identify spatiotemporal gaps in public service delivery. Appl. Geogr. 32(2), 253\u2013264 (2012)","journal-title":"Appl. Geogr."},{"key":"14_CR20","series-title":"Communications in Computer and Information Science","doi-asserted-by":"publisher","first-page":"445","DOI":"10.1007\/978-3-030-76228-5_32","volume-title":"Information Management and Big Data","author":"M Nunez-del-Prado","year":"2021","unstructured":"Nunez-del-Prado, M., Barrera, J.: Analysis of the health network of\u00a0metropolitan lima against large-scale earthquakes. In: Lossio-Ventura, J.A., Valverde-Rebaza, J.C., D\u00edaz, E., Alatrista-Salas, H. (eds.) SIMBig 2020. CCIS, vol. 1410, pp. 445\u2013459. Springer, Cham (2021). https:\/\/doi.org\/10.1007\/978-3-030-76228-5_32"},{"key":"14_CR21","doi-asserted-by":"crossref","unstructured":"Nunez-del Prado, M., Barrera, J.: Analysis of the health network of metropolitanlima against large-scale earthquakes. In: 7th Annual International Conference SIMBig 2020 (2020)","DOI":"10.1007\/978-3-030-76228-5_32"},{"key":"14_CR22","doi-asserted-by":"publisher","unstructured":"Nunez-del Prado, M., Rojas-Bustamante, L.: Government public services presence index based on open data. In: Annual International Conference on Information Management and Big Data, pp. 50\u201363. Springer, Cham (2022). https:\/\/doi.org\/10.1007\/978-3-031-04447-2_4","DOI":"10.1007\/978-3-031-04447-2_4"},{"issue":"18","key":"14_CR23","doi-asserted-by":"publisher","first-page":"7618","DOI":"10.3390\/su12187618","volume":"12","author":"J Qin","year":"2020","unstructured":"Qin, J., Liu, Y., Yi, D., Sun, S., Zhang, J.: Spatial accessibility analysis of parks with multiple entrances based on real-time travel: The case study in Beijing. Sustainability 12(18), 7618 (2020)","journal-title":"Sustainability"},{"issue":"1","key":"14_CR24","doi-asserted-by":"publisher","first-page":"36","DOI":"10.3311\/PPtr.12072","volume":"47","author":"MA Saif","year":"2019","unstructured":"Saif, M.A., Zefreh, M.M., Torok, A.: Public transport accessibility: a literature review. Period. Polytech. Transp. Eng. 47(1), 36\u201343 (2019)","journal-title":"Period. Polytech. Transp. Eng."},{"key":"14_CR25","unstructured":"Stewart, A.F.: Advancing accessibility: public transport and urban space. Ph.D. thesis, Massachusetts Institute of Technology (2017)"},{"issue":"12","key":"14_CR26","doi-asserted-by":"publisher","first-page":"7267","DOI":"10.3390\/su14127267","volume":"14","author":"W Strielkowski","year":"2022","unstructured":"Strielkowski, W., Zenchenko, S., Tarasova, A., Radyukova, Y.: Management of smart and sustainable cities in the post-COVID-19 era: lessons and implications. Sustainability 14(12), 7267 (2022)","journal-title":"Sustainability"},{"issue":"4","key":"14_CR27","doi-asserted-by":"publisher","first-page":"7","DOI":"10.5038\/2375-0901.14.4.7","volume":"14","author":"W Wang","year":"2011","unstructured":"Wang, W., Attanucci, J.P., Wilson, N.H.: Bus passenger origin-destination estimation and related analyses using automated data collection systems. J. Public Transp. 14(4), 7 (2011)","journal-title":"J. Public Transp."},{"issue":"2","key":"14_CR28","doi-asserted-by":"publisher","first-page":"516","DOI":"10.3390\/ijerph18020516","volume":"18","author":"W Wang","year":"2021","unstructured":"Wang, W., Zhou, Z., Chen, J., Cheng, W., Chen, J.: Analysis of location selection of public service facilities based on urban land accessibility. Int. J. Environ. Res. Public Health 18(2), 516 (2021)","journal-title":"Int. J. Environ. Res. Public Health"},{"issue":"7","key":"14_CR29","doi-asserted-by":"publisher","first-page":"414","DOI":"10.3390\/ijgi11070414","volume":"11","author":"L Yang","year":"2022","unstructured":"Yang, L., Zhang, S., Guan, M., Cao, J., Zhang, B.: An assessment of the accessibility of multiple public service facilities and its correlation with housing prices using an improved 2sfca method-a case study of Jinan city, china. ISPRS Int. J. Geo Inf. 11(7), 414 (2022)","journal-title":"ISPRS Int. J. Geo Inf."},{"key":"14_CR30","doi-asserted-by":"crossref","unstructured":"Yeturu, K.: Machine learning algorithms, applications, and practices in data science. Handbook of Statistics, 43, 81\u2013206 (2020)","DOI":"10.1016\/bs.host.2020.01.002"}],"container-title":["Communications in Computer and Information Science","Information Management and Big Data"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-35445-8_14","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,6,10]],"date-time":"2023-06-10T10:07:28Z","timestamp":1686391648000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-35445-8_14"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023]]},"ISBN":["9783031354441","9783031354458"],"references-count":30,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-35445-8_14","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"type":"print","value":"1865-0929"},{"type":"electronic","value":"1865-0937"}],"subject":[],"published":{"date-parts":[[2023]]},"assertion":[{"value":"11 June 2023","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"SIMBig","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Annual International Conference on Information Management and Big Data","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Lima","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Peru","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2022","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"16 November 2022","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"18 November 2022","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"9","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"simbig2022","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/simbig.org\/SIMBig2022\/","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":"Easychair","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"50","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":"18","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":"1","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","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":"2","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":"No","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}