{"id":"https://openalex.org/W2938414729","doi":"https://doi.org/10.1109/vtcfall.2018.8691036","title":"Exploiting Big Data Analytics for Smart Urban Planning","display_name":"Exploiting Big Data Analytics for Smart Urban Planning","publication_year":2018,"publication_date":"2018-08-01","ids":{"openalex":"https://openalex.org/W2938414729","doi":"https://doi.org/10.1109/vtcfall.2018.8691036","mag":"2938414729"},"language":"en","primary_location":{"id":"doi:10.1109/vtcfall.2018.8691036","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vtcfall.2018.8691036","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 88th Vehicular Technology Conference (VTC-Fall)","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/A5113371514","display_name":"Saba Ameer","orcid":null},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Saba Ameer","raw_affiliation_strings":["Department of Computer Science, COMSATS University Islamabad, Islamabad, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, COMSATS University Islamabad, Islamabad, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022535739","display_name":"Munam Ali Shah","orcid":"https://orcid.org/0000-0002-4037-3405"},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Munam Ali Shah","raw_affiliation_strings":["Department of Computer Science, COMSATS University Islamabad, Islamabad, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, COMSATS University Islamabad, Islamabad, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5113371514"],"corresponding_institution_ids":["https://openalex.org/I16076960"],"apc_list":null,"apc_paid":null,"fwci":1.0434,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.75205607,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.907800018787384,"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/T11963","display_name":"Impact of Light on Environment and Health","score":0.906499981880188,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.730521023273468},{"id":"https://openalex.org/keywords/spark","display_name":"SPARK (programming language)","score":0.6988340616226196},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.689979612827301},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.661670982837677},{"id":"https://openalex.org/keywords/air-quality-index","display_name":"Air quality index","score":0.6607842445373535},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.619651734828949},{"id":"https://openalex.org/keywords/smart-city","display_name":"Smart city","score":0.5290685296058655},{"id":"https://openalex.org/keywords/air-pollution","display_name":"Air pollution","score":0.4941869080066681},{"id":"https://openalex.org/keywords/government","display_name":"Government (linguistics)","score":0.49189019203186035},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4434865117073059},{"id":"https://openalex.org/keywords/urban-planning","display_name":"Urban planning","score":0.43679118156433105},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.41885149478912354},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.3979082703590393},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.35187309980392456},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1831664741039276},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.1791270673274994},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.13159722089767456},{"id":"https://openalex.org/keywords/civil-engineering","display_name":"Civil engineering","score":0.11812037229537964},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.09568804502487183}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.730521023273468},{"id":"https://openalex.org/C2781215313","wikidata":"https://www.wikidata.org/wiki/Q3493345","display_name":"SPARK (programming language)","level":2,"score":0.6988340616226196},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.689979612827301},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.661670982837677},{"id":"https://openalex.org/C126314574","wikidata":"https://www.wikidata.org/wiki/Q2364111","display_name":"Air quality index","level":2,"score":0.6607842445373535},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.619651734828949},{"id":"https://openalex.org/C2777103469","wikidata":"https://www.wikidata.org/wiki/Q1231558","display_name":"Smart city","level":3,"score":0.5290685296058655},{"id":"https://openalex.org/C559116025","wikidata":"https://www.wikidata.org/wiki/Q131123","display_name":"Air pollution","level":2,"score":0.4941869080066681},{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.49189019203186035},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4434865117073059},{"id":"https://openalex.org/C49545453","wikidata":"https://www.wikidata.org/wiki/Q69883","display_name":"Urban planning","level":2,"score":0.43679118156433105},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.41885149478912354},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.3979082703590393},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.35187309980392456},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1831664741039276},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1791270673274994},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.13159722089767456},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.11812037229537964},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.09568804502487183},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/vtcfall.2018.8691036","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vtcfall.2018.8691036","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 88th Vehicular Technology Conference (VTC-Fall)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8100000023841858,"id":"https://metadata.un.org/sdg/11","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/W410850256","https://openalex.org/W2041092292","https://openalex.org/W2108399535","https://openalex.org/W2238499080","https://openalex.org/W2296760620","https://openalex.org/W2302042766","https://openalex.org/W2744057969","https://openalex.org/W2774203468","https://openalex.org/W2779684263","https://openalex.org/W2963288913"],"related_works":["https://openalex.org/W3015859229","https://openalex.org/W1975949872","https://openalex.org/W3159871278","https://openalex.org/W2230552005","https://openalex.org/W2905242764","https://openalex.org/W3109411864","https://openalex.org/W3191926225","https://openalex.org/W2388466745","https://openalex.org/W4385481870","https://openalex.org/W63292899"],"abstract_inverted_index":{"Air":[0,29,62],"pollution":[1,123],"is":[2,115,136],"a":[3],"major":[4],"environment":[5],"issue":[6],"in":[7,107,127],"smart":[8,96],"cities.":[9],"Millions":[10],"of":[11,28,37,50,61,68,74,102,121,124],"people":[12],"around":[13],"the":[14,22,34,41,57,79,103,109,118,133,144],"world":[15],"are":[16,82],"at":[17],"health":[18],"risk":[19],"due":[20],"to":[21,32,45],"air":[23,110],"pollution.":[24],"Real-":[25],"time":[26],"monitoring":[27,60,73],"Quality":[30,63],"helps":[31,40],"identify":[33],"current":[35],"situation":[36],"city":[38,126],"which":[39,99],"government":[42],"and":[43,72,138,142],"inhabitants":[44],"take":[46],"precautionary":[47],"measures.":[48],"Internet":[49],"things":[51],"(IoT)":[52],"based":[53,93],"sensors":[54],"have":[55,89],"changed":[56],"way":[58],"for":[59,70,95,140],"Index":[64],"(AQI).":[65],"However,":[66],"requirements":[67],"architecture":[69,94,114,135],"analyzing":[71,141],"large":[75],"data":[76,105,119],"generated":[77],"by":[78],"IoT":[80],"devices":[81],"not":[83],"fulfilled.":[84],"In":[85],"this":[86],"article,":[87],"we":[88],"proposed":[90,113,134],"Apache":[91],"Spark":[92],"urban":[97],"planning":[98],"makes":[100],"use":[101],"big":[104],"analytics":[106],"classifying":[108,143],"quality.":[111],"The":[112,129],"implemented":[116],"on":[117],"set":[120],"vehicles":[122],"Aarhus":[125],"Denmark.":[128],"results":[130],"show":[131],"that":[132],"efficient":[137],"accurate":[139],"AQI.":[145]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":7},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
