{"id":"https://openalex.org/W2952400952","doi":"https://doi.org/10.1007/978-3-030-22354-0_21","title":"An Intelligent Predictive Analytics System for Transportation Analytics on Open Data Towards the Development of a Smart City","display_name":"An Intelligent Predictive Analytics System for Transportation Analytics on Open Data Towards the Development of a Smart City","publication_year":2019,"publication_date":"2019-06-20","ids":{"openalex":"https://openalex.org/W2952400952","doi":"https://doi.org/10.1007/978-3-030-22354-0_21","mag":"2952400952"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-22354-0_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-22354-0_21","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5018399438","display_name":"Abdul-Rasheed A. Audu","orcid":null},"institutions":[{"id":"https://openalex.org/I46247651","display_name":"University of Manitoba","ror":"https://ror.org/02gfys938","country_code":"CA","type":"education","lineage":["https://openalex.org/I46247651"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Abdul-Rasheed A. Audu","raw_affiliation_strings":["University of Manitoba, Winnipeg, MB, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Manitoba, Winnipeg, MB, Canada","institution_ids":["https://openalex.org/I46247651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053225136","display_name":"Alfredo Cuzzocrea","orcid":"https://orcid.org/0000-0002-7104-6415"},"institutions":[{"id":"https://openalex.org/I142444530","display_name":"University of Trieste","ror":"https://ror.org/02n742c10","country_code":"IT","type":"education","lineage":["https://openalex.org/I142444530"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alfredo Cuzzocrea","raw_affiliation_strings":["University of Trieste, Trieste, TS, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Trieste, Trieste, TS, Italy","institution_ids":["https://openalex.org/I142444530"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016113718","display_name":"Carson K. Leung","orcid":"https://orcid.org/0000-0002-7541-9127"},"institutions":[{"id":"https://openalex.org/I46247651","display_name":"University of Manitoba","ror":"https://ror.org/02gfys938","country_code":"CA","type":"education","lineage":["https://openalex.org/I46247651"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Carson K. Leung","raw_affiliation_strings":["University of Manitoba, Winnipeg, MB, Canada"],"raw_orcid":"https://orcid.org/0000-0002-7541-9127","affiliations":[{"raw_affiliation_string":"University of Manitoba, Winnipeg, MB, Canada","institution_ids":["https://openalex.org/I46247651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078306193","display_name":"Keaton A. MacLeod","orcid":null},"institutions":[{"id":"https://openalex.org/I46247651","display_name":"University of Manitoba","ror":"https://ror.org/02gfys938","country_code":"CA","type":"education","lineage":["https://openalex.org/I46247651"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Keaton A. MacLeod","raw_affiliation_strings":["University of Manitoba, Winnipeg, MB, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Manitoba, Winnipeg, MB, Canada","institution_ids":["https://openalex.org/I46247651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011750299","display_name":"Nibrasul I. Ohin","orcid":null},"institutions":[{"id":"https://openalex.org/I46247651","display_name":"University of Manitoba","ror":"https://ror.org/02gfys938","country_code":"CA","type":"education","lineage":["https://openalex.org/I46247651"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Nibrasul I. Ohin","raw_affiliation_strings":["University of Manitoba, Winnipeg, MB, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Manitoba, Winnipeg, MB, Canada","institution_ids":["https://openalex.org/I46247651"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049681228","display_name":"Nad\u00e8ge C. Pulgar-Vidal","orcid":null},"institutions":[{"id":"https://openalex.org/I46247651","display_name":"University of Manitoba","ror":"https://ror.org/02gfys938","country_code":"CA","type":"education","lineage":["https://openalex.org/I46247651"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Nad\u00e8ge C. Pulgar-Vidal","raw_affiliation_strings":["University of Manitoba, Winnipeg, MB, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Manitoba, Winnipeg, MB, Canada","institution_ids":["https://openalex.org/I46247651"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5018399438"],"corresponding_institution_ids":["https://openalex.org/I46247651"],"apc_list":null,"apc_paid":null,"fwci":38.5487,"has_fulltext":false,"cited_by_count":81,"citation_normalized_percentile":{"value":0.99949736,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"224","last_page":"236"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10698","display_name":"Transportation Planning and Optimization","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6969941854476929},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6947267651557922},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.6098743081092834},{"id":"https://openalex.org/keywords/open-data","display_name":"Open data","score":0.6023736596107483},{"id":"https://openalex.org/keywords/intelligent-transportation-system","display_name":"Intelligent transportation system","score":0.5154052972793579},{"id":"https://openalex.org/keywords/visual-analytics","display_name":"Visual analytics","score":0.4892987906932831},{"id":"https://openalex.org/keywords/public-transport","display_name":"Public transport","score":0.4865643084049225},{"id":"https://openalex.org/keywords/asset","display_name":"Asset (computer security)","score":0.46507856249809265},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.45917606353759766},{"id":"https://openalex.org/keywords/real-time-data","display_name":"Real-time data","score":0.4226281940937042},{"id":"https://openalex.org/keywords/predictive-analytics","display_name":"Predictive analytics","score":0.4222845435142517},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.35793522000312805},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2896944284439087},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.27910757064819336},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.2592236399650574},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17814630270004272},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.16600412130355835},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.1321912705898285}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6969941854476929},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6947267651557922},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.6098743081092834},{"id":"https://openalex.org/C2780535194","wikidata":"https://www.wikidata.org/wiki/Q309901","display_name":"Open data","level":2,"score":0.6023736596107483},{"id":"https://openalex.org/C47796450","wikidata":"https://www.wikidata.org/wiki/Q508378","display_name":"Intelligent transportation system","level":2,"score":0.5154052972793579},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.4892987906932831},{"id":"https://openalex.org/C539828613","wikidata":"https://www.wikidata.org/wiki/Q178512","display_name":"Public transport","level":2,"score":0.4865643084049225},{"id":"https://openalex.org/C76178495","wikidata":"https://www.wikidata.org/wiki/Q4808784","display_name":"Asset (computer security)","level":2,"score":0.46507856249809265},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.45917606353759766},{"id":"https://openalex.org/C110593043","wikidata":"https://www.wikidata.org/wiki/Q7300787","display_name":"Real-time data","level":2,"score":0.4226281940937042},{"id":"https://openalex.org/C83209312","wikidata":"https://www.wikidata.org/wiki/Q1053367","display_name":"Predictive analytics","level":2,"score":0.4222845435142517},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.35793522000312805},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2896944284439087},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.27910757064819336},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2592236399650574},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17814630270004272},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.16600412130355835},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1321912705898285}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-22354-0_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-22354-0_21","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7200000286102295,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1972194201","https://openalex.org/W1973943669","https://openalex.org/W1991694886","https://openalex.org/W1998798635","https://openalex.org/W2009527558","https://openalex.org/W2084143084","https://openalex.org/W2106110155","https://openalex.org/W2126766519","https://openalex.org/W2165783061","https://openalex.org/W2676841717","https://openalex.org/W2726763045","https://openalex.org/W2771050937","https://openalex.org/W2808884508","https://openalex.org/W2809386079","https://openalex.org/W2809811958","https://openalex.org/W2810065256","https://openalex.org/W2810851185","https://openalex.org/W2811206049","https://openalex.org/W2885252781","https://openalex.org/W2887479280","https://openalex.org/W2896163861","https://openalex.org/W2896262751","https://openalex.org/W2903863538","https://openalex.org/W2903930265","https://openalex.org/W2910801290","https://openalex.org/W2911732738","https://openalex.org/W3102115934","https://openalex.org/W4251092169"],"related_works":["https://openalex.org/W2543893460","https://openalex.org/W4214753100","https://openalex.org/W2809858895","https://openalex.org/W2625478334","https://openalex.org/W2153940791","https://openalex.org/W3115048026","https://openalex.org/W2138646726","https://openalex.org/W3037164970","https://openalex.org/W3127482518","https://openalex.org/W3138622659"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":29},{"year":2021,"cited_by_count":18},{"year":2020,"cited_by_count":15},{"year":2019,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}