{"id":"https://openalex.org/W2952613166","doi":"https://doi.org/10.1016/j.inffus.2019.06.016","title":"Urban big data fusion based on deep learning: An overview","display_name":"Urban big data fusion based on deep learning: An overview","publication_year":2019,"publication_date":"2019-06-10","ids":{"openalex":"https://openalex.org/W2952613166","doi":"https://doi.org/10.1016/j.inffus.2019.06.016","mag":"2952613166"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.inffus.2019.06.016","pdf_url":null,"source":{"id":"https://openalex.org/S7560371","display_name":"Information Fusion","issn_l":"1566-2535","issn":["1566-2535","1872-6305"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"journal-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/A5100409674","display_name":"Jia Liu","orcid":"https://orcid.org/0000-0001-9997-3950"},"institutions":[{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jia Liu","raw_affiliation_strings":["Institute of Artificial Intelligence, Southwest Jiaotong University, Chengdu 611756, China","National Engineering Laboratory of Integrated Transportation Big Data Application Technology, Southwest Jiaotong University, Chengdu 611756, China","School of Information Science and Technology, Southwest Jiaotong University, Chengdu 611756, China"],"affiliations":[{"raw_affiliation_string":"National Engineering Laboratory of Integrated Transportation Big Data Application Technology, Southwest Jiaotong University, Chengdu 611756, China","institution_ids":["https://openalex.org/I4800084"]},{"raw_affiliation_string":"School of Information Science and Technology, Southwest Jiaotong University, Chengdu 611756, China","institution_ids":["https://openalex.org/I4800084"]},{"raw_affiliation_string":"Institute of Artificial Intelligence, Southwest Jiaotong University, Chengdu 611756, China","institution_ids":["https://openalex.org/I4800084"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070559820","display_name":"Tianrui Li","orcid":"https://orcid.org/0000-0001-7780-104X"},"institutions":[{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Tianrui Li","raw_affiliation_strings":["Institute of Artificial Intelligence, Southwest Jiaotong University, Chengdu 611756, China","National Engineering Laboratory of Integrated Transportation Big Data Application Technology, Southwest Jiaotong University, Chengdu 611756, China","School of Information Science and Technology, Southwest Jiaotong University, Chengdu 611756, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Southwest Jiaotong University, Chengdu 611756, China","institution_ids":["https://openalex.org/I4800084"]},{"raw_affiliation_string":"Institute of Artificial Intelligence, Southwest Jiaotong University, Chengdu 611756, China","institution_ids":["https://openalex.org/I4800084"]},{"raw_affiliation_string":"National Engineering Laboratory of Integrated Transportation Big Data Application Technology, Southwest Jiaotong University, Chengdu 611756, China","institution_ids":["https://openalex.org/I4800084"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101541956","display_name":"Peng Xie","orcid":"https://orcid.org/0000-0003-2218-6662"},"institutions":[{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Xie","raw_affiliation_strings":["Institute of Artificial Intelligence, Southwest Jiaotong University, Chengdu 611756, China","National Engineering Laboratory of Integrated Transportation Big Data Application Technology, Southwest Jiaotong University, Chengdu 611756, China","School of Information Science and Technology, Southwest Jiaotong University, Chengdu 611756, China"],"affiliations":[{"raw_affiliation_string":"Institute of Artificial Intelligence, Southwest Jiaotong University, Chengdu 611756, China","institution_ids":["https://openalex.org/I4800084"]},{"raw_affiliation_string":"National Engineering Laboratory of Integrated Transportation Big Data Application Technology, Southwest Jiaotong University, Chengdu 611756, China","institution_ids":["https://openalex.org/I4800084"]},{"raw_affiliation_string":"School of Information Science and Technology, Southwest Jiaotong University, Chengdu 611756, China","institution_ids":["https://openalex.org/I4800084"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101568332","display_name":"Shengdong Du","orcid":"https://orcid.org/0000-0001-8035-405X"},"institutions":[{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shengdong Du","raw_affiliation_strings":["Institute of Artificial Intelligence, Southwest Jiaotong University, Chengdu 611756, China","National Engineering Laboratory of Integrated Transportation Big Data Application Technology, Southwest Jiaotong University, Chengdu 611756, China","School of Information Science and Technology, Southwest Jiaotong University, Chengdu 611756, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Southwest Jiaotong University, Chengdu 611756, China","institution_ids":["https://openalex.org/I4800084"]},{"raw_affiliation_string":"Institute of Artificial Intelligence, Southwest Jiaotong University, Chengdu 611756, China","institution_ids":["https://openalex.org/I4800084"]},{"raw_affiliation_string":"National Engineering Laboratory of Integrated Transportation Big Data Application Technology, Southwest Jiaotong University, Chengdu 611756, China","institution_ids":["https://openalex.org/I4800084"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016065545","display_name":"Fei Teng","orcid":"https://orcid.org/0000-0001-9535-7245"},"institutions":[{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fei Teng","raw_affiliation_strings":["Institute of Artificial Intelligence, Southwest Jiaotong University, Chengdu 611756, China","National Engineering Laboratory of Integrated Transportation Big Data Application Technology, Southwest Jiaotong University, Chengdu 611756, China","School of Information Science and Technology, Southwest Jiaotong University, Chengdu 611756, China"],"affiliations":[{"raw_affiliation_string":"National Engineering Laboratory of Integrated Transportation Big Data Application Technology, Southwest Jiaotong University, Chengdu 611756, China","institution_ids":["https://openalex.org/I4800084"]},{"raw_affiliation_string":"School of Information Science and Technology, Southwest Jiaotong University, Chengdu 611756, China","institution_ids":["https://openalex.org/I4800084"]},{"raw_affiliation_string":"Institute of Artificial Intelligence, Southwest Jiaotong University, Chengdu 611756, China","institution_ids":["https://openalex.org/I4800084"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059699243","display_name":"Xin Yang","orcid":"https://orcid.org/0000-0002-0406-6774"},"institutions":[{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Yang","raw_affiliation_strings":["Institute of Artificial Intelligence, Southwest Jiaotong University, Chengdu 611756, China","National Engineering Laboratory of Integrated Transportation Big Data Application Technology, Southwest Jiaotong University, Chengdu 611756, China","School of Information Science and Technology, Southwest Jiaotong University, Chengdu 611756, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Southwest Jiaotong University, Chengdu 611756, China","institution_ids":["https://openalex.org/I4800084"]},{"raw_affiliation_string":"Institute of Artificial Intelligence, Southwest Jiaotong University, Chengdu 611756, China","institution_ids":["https://openalex.org/I4800084"]},{"raw_affiliation_string":"National Engineering Laboratory of Integrated Transportation Big Data Application Technology, Southwest Jiaotong University, Chengdu 611756, China","institution_ids":["https://openalex.org/I4800084"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5070559820"],"corresponding_institution_ids":["https://openalex.org/I4800084"],"apc_list":{"value":4650,"currency":"USD","value_usd":4650,"provenance":"doaj"},"apc_paid":null,"fwci":22.226,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":208,"citation_normalized_percentile":{"value":0.999809,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"53","issue":null,"first_page":"123","last_page":"133"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9911,"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"}},"topics":[{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9911,"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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9852,"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/T13890","display_name":"Remote Sensing and Land Use","score":0.9408,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor Fusion","score":0.599413},{"id":"https://openalex.org/keywords/representation","display_name":"Representation","score":0.5738333},{"id":"https://openalex.org/keywords/urban-computing","display_name":"Urban Computing","score":0.5586661},{"id":"https://openalex.org/keywords/feature-learning","display_name":"Feature Learning","score":0.41855603}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.89630425},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.7483755},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.74060625},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6528561},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.61253893},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.599413},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5738333},{"id":"https://openalex.org/C2778459138","wikidata":"https://www.wikidata.org/wiki/Q7900107","display_name":"Urban computing","level":2,"score":0.5586661},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.43688482},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.41855603},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.39408687},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3044733},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.inffus.2019.06.016","pdf_url":null,"source":{"id":"https://openalex.org/S7560371","display_name":"Information Fusion","issn_l":"1566-2535","issn":["1566-2535","1872-6305"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.84,"id":"https://metadata.un.org/sdg/11"}],"grants":[{"funder":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China","award_id":"61773324"}],"datasets":[],"versions":[],"referenced_works_count":83,"referenced_works":["https://openalex.org/W1566647102","https://openalex.org/W1568119142","https://openalex.org/W1583837637","https://openalex.org/W1871505182","https://openalex.org/W1892382968","https://openalex.org/W1969865391","https://openalex.org/W1988134474","https://openalex.org/W1988580225","https://openalex.org/W1990444226","https://openalex.org/W1994002853","https://openalex.org/W1999110238","https://openalex.org/W2048679005","https://openalex.org/W2056901498","https://openalex.org/W2056935845","https://openalex.org/W2062649377","https://openalex.org/W2073021764","https://openalex.org/W2073572883","https://openalex.org/W2096430759","https://openalex.org/W2101324110","https://openalex.org/W2101823987","https://openalex.org/W2109743529","https://openalex.org/W2111700528","https://openalex.org/W2112738128","https://openalex.org/W2113298739","https://openalex.org/W2123111158","https://openalex.org/W2153458569","https://openalex.org/W2156940638","https://openalex.org/W2163605009","https://openalex.org/W2163922914","https://openalex.org/W2164184461","https://openalex.org/W2165178985","https://openalex.org/W2173893078","https://openalex.org/W2184188583","https://openalex.org/W2285252321","https://openalex.org/W2294723619","https://openalex.org/W2335854115","https://openalex.org/W2412782625","https://openalex.org/W2460539703","https://openalex.org/W2466025545","https://openalex.org/W2469618837","https://openalex.org/W2530386080","https://openalex.org/W2531563875","https://openalex.org/W2559997609","https://openalex.org/W2582812851","https://openalex.org/W2597289420","https://openalex.org/W2604272474","https://openalex.org/W2623012778","https://openalex.org/W2743316574","https://openalex.org/W2763100273","https://openalex.org/W2764276316","https://openalex.org/W2766642606","https://openalex.org/W2780684356","https://openalex.org/W2782537722","https://openalex.org/W2782977972","https://openalex.org/W2783715087","https://openalex.org/W2787688297","https://openalex.org/W2788134583","https://openalex.org/W2791597754","https://openalex.org/W2803205130","https://openalex.org/W2805992315","https://openalex.org/W2807467121","https://openalex.org/W2809035759","https://openalex.org/W2811204324","https://openalex.org/W2811288179","https://openalex.org/W2891458940","https://openalex.org/W2904201271","https://openalex.org/W2912056372","https://openalex.org/W2912483566","https://openalex.org/W2913930331","https://openalex.org/W2914059076","https://openalex.org/W2914284136","https://openalex.org/W2914336853","https://openalex.org/W2914874661","https://openalex.org/W2952072544","https://openalex.org/W2952740813","https://openalex.org/W2963214893","https://openalex.org/W4230633518","https://openalex.org/W4245976051","https://openalex.org/W4249402564","https://openalex.org/W4256361765","https://openalex.org/W4298359459","https://openalex.org/W4300874750","https://openalex.org/W4301972112"],"related_works":["https://openalex.org/W4394895745","https://openalex.org/W4390608645","https://openalex.org/W4247566972","https://openalex.org/W3214791684","https://openalex.org/W3090563135","https://openalex.org/W2960264696","https://openalex.org/W2497432351","https://openalex.org/W2152662039","https://openalex.org/W2132659060","https://openalex.org/W2031992971"],"abstract_inverted_index":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2952613166","counts_by_year":[{"year":2024,"cited_by_count":42},{"year":2023,"cited_by_count":49},{"year":2022,"cited_by_count":42},{"year":2021,"cited_by_count":41},{"year":2020,"cited_by_count":31},{"year":2019,"cited_by_count":2}],"updated_date":"2025-01-03T01:32:40.605762","created_date":"2019-06-27"}