{"id":"https://openalex.org/W2811417659","doi":"https://doi.org/10.1109/icphys.2018.8387685","title":"Big data analytics in smart mobility: Modeling and analysis of the Aarhus smart city dataset","display_name":"Big data analytics in smart mobility: Modeling and analysis of the Aarhus smart city dataset","publication_year":2018,"publication_date":"2018-05-01","ids":{"openalex":"https://openalex.org/W2811417659","doi":"https://doi.org/10.1109/icphys.2018.8387685","mag":"2811417659"},"language":"en","primary_location":{"id":"doi:10.1109/icphys.2018.8387685","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icphys.2018.8387685","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE Industrial Cyber-Physical Systems (ICPS)","raw_type":"proceedings-article"},"type":"article","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/A5059967490","display_name":"Johannes Zenkert","orcid":"https://orcid.org/0000-0002-2941-7059"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Johannes Zenkert","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, Institute of Knowledge Based Systems and Knowledge Management, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Institute of Knowledge Based Systems and Knowledge Management, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048373185","display_name":"Mareike Dornh\u00f6fer","orcid":"https://orcid.org/0000-0002-7069-8534"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mareike Dornhofer","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, Institute of Knowledge Based Systems and Knowledge Management, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Institute of Knowledge Based Systems and Knowledge Management, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091541300","display_name":"Christian Weber","orcid":"https://orcid.org/0000-0001-6606-5577"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Christian Weber","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, Institute of Knowledge Based Systems and Knowledge Management, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Institute of Knowledge Based Systems and Knowledge Management, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084481167","display_name":"Charly Ngoukam","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Charly Ngoukam","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, Institute of Knowledge Based Systems and Knowledge Management, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Institute of Knowledge Based Systems and Knowledge Management, Germany","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037843564","display_name":"Madjid Fathi","orcid":"https://orcid.org/0000-0002-7602-9593"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Madjid Fathi","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, Institute of Knowledge Based Systems and Knowledge Management, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Institute of Knowledge Based Systems and Knowledge Management, Germany","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5059967490"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.0721,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.8604343,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"363","last_page":"368"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9897000193595886,"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":0.9897000193595886,"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":0.9799000024795532,"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/T11479","display_name":"Smart Cities and Technologies","score":0.9702000021934509,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/smart-city","display_name":"Smart city","score":0.7964174747467041},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.7880269289016724},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7106094360351562},{"id":"https://openalex.org/keywords/enabling","display_name":"Enabling","score":0.7023265361785889},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6664130091667175},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5606522560119629},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5090946555137634},{"id":"https://openalex.org/keywords/information-and-communications-technology","display_name":"Information and Communications Technology","score":0.49428343772888184},{"id":"https://openalex.org/keywords/intelligent-transportation-system","display_name":"Intelligent transportation system","score":0.4728822112083435},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.47162914276123047},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.4394181966781616},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.42537957429885864},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.2855917811393738},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2789310812950134},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2225324511528015},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.21936136484146118},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17779189348220825},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.12325501441955566}],"concepts":[{"id":"https://openalex.org/C2777103469","wikidata":"https://www.wikidata.org/wiki/Q1231558","display_name":"Smart city","level":3,"score":0.7964174747467041},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.7880269289016724},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7106094360351562},{"id":"https://openalex.org/C22607594","wikidata":"https://www.wikidata.org/wiki/Q5375150","display_name":"Enabling","level":2,"score":0.7023265361785889},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6664130091667175},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5606522560119629},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5090946555137634},{"id":"https://openalex.org/C67363961","wikidata":"https://www.wikidata.org/wiki/Q5268834","display_name":"Information and Communications Technology","level":2,"score":0.49428343772888184},{"id":"https://openalex.org/C47796450","wikidata":"https://www.wikidata.org/wiki/Q508378","display_name":"Intelligent transportation system","level":2,"score":0.4728822112083435},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.47162914276123047},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.4394181966781616},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.42537957429885864},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2855917811393738},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2789310812950134},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2225324511528015},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.21936136484146118},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17779189348220825},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.12325501441955566},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icphys.2018.8387685","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icphys.2018.8387685","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE Industrial Cyber-Physical Systems (ICPS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.46000000834465027,"display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W585709381","https://openalex.org/W2055786596","https://openalex.org/W2171306738","https://openalex.org/W2285624661","https://openalex.org/W2514458183","https://openalex.org/W2520229482","https://openalex.org/W2529537129","https://openalex.org/W2568466336","https://openalex.org/W2580909639","https://openalex.org/W2588231802"],"related_works":["https://openalex.org/W1974860256","https://openalex.org/W4321381871","https://openalex.org/W4383065492","https://openalex.org/W2111901522","https://openalex.org/W2289630402","https://openalex.org/W1994033552","https://openalex.org/W2408679928","https://openalex.org/W2972469601","https://openalex.org/W2774156635","https://openalex.org/W2245652030"],"abstract_inverted_index":{"A":[0],"smart":[1,16,45,80,106],"city":[2,11,65],"is":[3,38,114],"a":[4,10,86,89,103,125,142],"modern":[5],"and":[6,15,22,35,49,98,117],"visionary":[7],"approach":[8,113],"for":[9,44],"to":[12,84,94,101,128],"provide":[13],"intelligent":[14,33],"urban":[17],"services":[18],"by":[19,132],"using":[20],"information":[21],"communication":[23],"technologies":[24,75],"(ICT).":[25],"The":[26,52,108],"Internet":[27],"of":[28,79,111,119],"Things":[29],"(IoT),":[30],"emerging":[31],"through":[32],"networking":[34],"sensing":[36],"technologies,":[37],"seen":[39],"as":[40],"the":[41,64,77,112,115,120,137],"data-driven":[42],"enabler":[43],"cities":[46,81],"with":[47,88],"current":[48],"future":[50],"infrastructures.":[51],"Open":[53],"Data":[54],"Aarhus":[55,66],"datasets":[56],"have":[57],"been":[58],"created":[59],"from":[60,124],"sensor":[61],"data":[62,74,100],"in":[63,67,76],"Denmark.":[68],"This":[69],"paper":[70],"presents":[71],"how":[72],"big":[73],"context":[78],"are":[82],"used":[83],"implement":[85],"framework":[87,139],"prototype":[90],"R":[91],"Shiny":[92],"application":[93],"analyze":[95],"road":[96],"traffic":[97],"pollution":[99],"make":[102],"step":[104],"towards":[105],"mobility.":[107],"main":[109],"objective":[110],"calculation":[116],"visualization":[118],"least":[121],"polluted":[122],"route":[123],"chosen":[126],"start":[127],"an":[129,134],"end":[130],"point":[131],"applying":[133],"algorithm":[135],"utilizing":[136],"MapReduce":[138],"running":[140],"on":[141],"Hadoop":[143],"cluster.":[144]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
