{"id":"https://openalex.org/W2952283671","doi":"https://doi.org/10.1145/3323334","title":"A Survey on Big Multimedia Data Processing and Management in Smart Cities","display_name":"A Survey on Big Multimedia Data Processing and Management in Smart Cities","publication_year":2019,"publication_date":"2019-06-18","ids":{"openalex":"https://openalex.org/W2952283671","doi":"https://doi.org/10.1145/3323334","mag":"2952283671"},"language":"en","primary_location":{"id":"doi:10.1145/3323334","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3323334","pdf_url":null,"source":{"id":"https://openalex.org/S157921468","display_name":"ACM Computing Surveys","issn_l":"0360-0300","issn":["0360-0300","1557-7341"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Computing Surveys","raw_type":"journal-article"},"type":"review","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/10453/136421","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101969432","display_name":"Muhammad Usman","orcid":"https://orcid.org/0000-0001-7776-6811"},"institutions":[{"id":"https://openalex.org/I57093077","display_name":"Swinburne University of Technology","ror":"https://ror.org/031rekg67","country_code":"AU","type":"education","lineage":["https://openalex.org/I57093077"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Muhammad Usman","raw_affiliation_strings":["Swinburne University of Technology, Melbourne, Victoria, Australia"],"affiliations":[{"raw_affiliation_string":"Swinburne University of Technology, Melbourne, Victoria, Australia","institution_ids":["https://openalex.org/I57093077"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031027636","display_name":"Mian Ahmad Jan","orcid":"https://orcid.org/0000-0002-5298-1328"},"institutions":[{"id":"https://openalex.org/I181063083","display_name":"Abdul Wali Khan University Mardan","ror":"https://ror.org/03b9y4e65","country_code":"PK","type":"education","lineage":["https://openalex.org/I181063083"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Mian Ahmad Jan","raw_affiliation_strings":["Abdul Wali Khan University Mardan, Mardan, Khyber Pakhtunkhwa, Pakistan"],"affiliations":[{"raw_affiliation_string":"Abdul Wali Khan University Mardan, Mardan, Khyber Pakhtunkhwa, Pakistan","institution_ids":["https://openalex.org/I181063083"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006921134","display_name":"Xiangjian He","orcid":"https://orcid.org/0000-0001-8962-540X"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Xiangjian He","raw_affiliation_strings":["University of Technology Sydney, Sydney, New SouthWales, Australia"],"affiliations":[{"raw_affiliation_string":"University of Technology Sydney, Sydney, New SouthWales, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101808353","display_name":"Jinjun Chen","orcid":"https://orcid.org/0000-0003-1677-9525"},"institutions":[{"id":"https://openalex.org/I57093077","display_name":"Swinburne University of Technology","ror":"https://ror.org/031rekg67","country_code":"AU","type":"education","lineage":["https://openalex.org/I57093077"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jinjun Chen","raw_affiliation_strings":["Swinburne University of Technology, Melbourne, Victoria, Australia"],"affiliations":[{"raw_affiliation_string":"Swinburne University of Technology, Melbourne, Victoria, Australia","institution_ids":["https://openalex.org/I57093077"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101969432"],"corresponding_institution_ids":["https://openalex.org/I57093077"],"apc_list":null,"apc_paid":null,"fwci":2.6577,"has_fulltext":false,"cited_by_count":46,"citation_normalized_percentile":{"value":0.92208611,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"52","issue":"3","first_page":"1","last_page":"29"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.993399977684021,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":0.9886999726295471,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8724920749664307},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.7935634851455688},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.7482852935791016},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.6065034866333008},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5267485976219177},{"id":"https://openalex.org/keywords/reusability","display_name":"Reusability","score":0.5085412263870239},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.4792066514492035},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.450067400932312},{"id":"https://openalex.org/keywords/smart-city","display_name":"Smart city","score":0.41788172721862793},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3768230974674225},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3342035412788391},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.2887049913406372},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19987106323242188},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.11048248410224915},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.08382117748260498},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.07983854413032532}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8724920749664307},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.7935634851455688},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.7482852935791016},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.6065034866333008},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5267485976219177},{"id":"https://openalex.org/C137981799","wikidata":"https://www.wikidata.org/wiki/Q1369184","display_name":"Reusability","level":3,"score":0.5085412263870239},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.4792066514492035},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.450067400932312},{"id":"https://openalex.org/C2777103469","wikidata":"https://www.wikidata.org/wiki/Q1231558","display_name":"Smart city","level":3,"score":0.41788172721862793},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3768230974674225},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3342035412788391},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.2887049913406372},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19987106323242188},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.11048248410224915},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.08382117748260498},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.07983854413032532},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/3323334","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3323334","pdf_url":null,"source":{"id":"https://openalex.org/S157921468","display_name":"ACM Computing Surveys","issn_l":"0360-0300","issn":["0360-0300","1557-7341"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Computing Surveys","raw_type":"journal-article"},{"id":"pmh:vital:16721","is_oa":false,"landing_page_url":"http://researchonline.federation.edu.au/vital/access/HandleResolver/1959.17/185527","pdf_url":null,"source":{"id":"https://openalex.org/S4306400234","display_name":"FedUni ResearchOnline (Federation University Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210158496","host_organization_name":"Australian Federation of University Women \u2013 South Australia","host_organization_lineage":["https://openalex.org/I4210158496"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:opus.lib.uts.edu.au:10453/136421","is_oa":true,"landing_page_url":"http://hdl.handle.net/10453/136421","pdf_url":null,"source":{"id":"https://openalex.org/S4306401357","display_name":"UTS ePRESS (University of Technology Sydney)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114017466","host_organization_name":"University of Technology Sydney","host_organization_lineage":["https://openalex.org/I114017466"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"},{"id":"pmh:oai:researchbank.swinburne.edu.au:7976b6aa-47a5-401c-9235-d86dc277f613/1","is_oa":false,"landing_page_url":"http://hdl.handle.net/1959.3/450324","pdf_url":null,"source":{"id":"https://openalex.org/S4306401157","display_name":"Swinburne Research Bank (Swinburne University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I57093077","host_organization_name":"Swinburne University of Technology","host_organization_lineage":["https://openalex.org/I57093077"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ACM Computing Surveys, Vol. 52, no. 3 (Jun 2019), pp. 1-29, article no. 54","raw_type":""}],"best_oa_location":{"id":"pmh:oai:opus.lib.uts.edu.au:10453/136421","is_oa":true,"landing_page_url":"http://hdl.handle.net/10453/136421","pdf_url":null,"source":{"id":"https://openalex.org/S4306401357","display_name":"UTS ePRESS (University of Technology Sydney)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114017466","host_organization_name":"University of Technology Sydney","host_organization_lineage":["https://openalex.org/I114017466"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.5}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":111,"referenced_works":["https://openalex.org/W1944672","https://openalex.org/W180242331","https://openalex.org/W219040644","https://openalex.org/W323291900","https://openalex.org/W616518283","https://openalex.org/W1505837402","https://openalex.org/W1535602073","https://openalex.org/W1548802052","https://openalex.org/W1576360991","https://openalex.org/W1665214252","https://openalex.org/W1943383135","https://openalex.org/W1972676371","https://openalex.org/W1974254096","https://openalex.org/W1977556410","https://openalex.org/W1979075423","https://openalex.org/W1987111416","https://openalex.org/W1990863955","https://openalex.org/W1998871699","https://openalex.org/W2011430131","https://openalex.org/W2012510063","https://openalex.org/W2023933711","https://openalex.org/W2033886500","https://openalex.org/W2039263097","https://openalex.org/W2042460335","https://openalex.org/W2053186076","https://openalex.org/W2055914078","https://openalex.org/W2058401212","https://openalex.org/W2061052237","https://openalex.org/W2064675550","https://openalex.org/W2076063813","https://openalex.org/W2078376347","https://openalex.org/W2089468765","https://openalex.org/W2090774379","https://openalex.org/W2097018403","https://openalex.org/W2102645365","https://openalex.org/W2112447569","https://openalex.org/W2118858186","https://openalex.org/W2120751691","https://openalex.org/W2123033018","https://openalex.org/W2128638419","https://openalex.org/W2129812935","https://openalex.org/W2130325614","https://openalex.org/W2131687179","https://openalex.org/W2142248489","https://openalex.org/W2149584842","https://openalex.org/W2158139315","https://openalex.org/W2163922914","https://openalex.org/W2166933393","https://openalex.org/W2191365824","https://openalex.org/W2216846957","https://openalex.org/W2218318129","https://openalex.org/W2251418013","https://openalex.org/W2282100174","https://openalex.org/W2315469123","https://openalex.org/W2318975454","https://openalex.org/W2324704545","https://openalex.org/W2395231490","https://openalex.org/W2400515530","https://openalex.org/W2403237691","https://openalex.org/W2404642355","https://openalex.org/W2460396497","https://openalex.org/W2470394683","https://openalex.org/W2492307518","https://openalex.org/W2510007613","https://openalex.org/W2513641134","https://openalex.org/W2519543959","https://openalex.org/W2536599074","https://openalex.org/W2540093921","https://openalex.org/W2550839948","https://openalex.org/W2560674852","https://openalex.org/W2564138207","https://openalex.org/W2565931669","https://openalex.org/W2566223026","https://openalex.org/W2587292088","https://openalex.org/W2587722577","https://openalex.org/W2594141822","https://openalex.org/W2594634174","https://openalex.org/W2604738573","https://openalex.org/W2610269950","https://openalex.org/W2613403349","https://openalex.org/W2619340668","https://openalex.org/W2619347109","https://openalex.org/W2624075665","https://openalex.org/W2624348537","https://openalex.org/W2627063072","https://openalex.org/W2731785630","https://openalex.org/W2734459438","https://openalex.org/W2734809833","https://openalex.org/W2740029086","https://openalex.org/W2741388310","https://openalex.org/W2746769558","https://openalex.org/W2747634642","https://openalex.org/W2749144149","https://openalex.org/W2751270559","https://openalex.org/W2751512711","https://openalex.org/W2751912130","https://openalex.org/W2754766199","https://openalex.org/W2789890778","https://openalex.org/W2791256869","https://openalex.org/W2799902462","https://openalex.org/W2804319089","https://openalex.org/W2809573613","https://openalex.org/W2885467799","https://openalex.org/W2913660729","https://openalex.org/W2919115771","https://openalex.org/W2962835968","https://openalex.org/W3085162807","https://openalex.org/W3162160565","https://openalex.org/W3192788009","https://openalex.org/W4299828299","https://openalex.org/W6640188369"],"related_works":["https://openalex.org/W4282938614","https://openalex.org/W2906929912","https://openalex.org/W2099755394","https://openalex.org/W2350686889","https://openalex.org/W1965839502","https://openalex.org/W2114764029","https://openalex.org/W2621742671","https://openalex.org/W4285132742","https://openalex.org/W2921937052","https://openalex.org/W2915637974"],"abstract_inverted_index":{"Integration":[0],"of":[1,22,24,28,39,51,74,92],"embedded":[2],"multimedia":[3,47,53,77,94,126,151],"devices":[4],"with":[5],"powerful":[6],"computing":[7],"platforms,":[8,12],"e.g.,":[9],"machine":[10,83,114],"learning":[11,84,115],"helps":[13],"to":[14,36,68,97,100,121,145],"build":[15],"smart":[16,40,80,133],"cities":[17],"and":[18,72,96,103,123,140],"transforms":[19],"the":[20,37,42],"concept":[21],"Internet":[23,27],"Things":[25,30],"into":[26],"Multimedia":[29],"(IoMT).":[31],"To":[32],"provide":[33],"different":[34,130],"services":[35],"residents":[38],"cities,":[41],"IoMT":[43,60],"technology":[44],"generates":[45],"big":[46,52,76,125,150],"data.":[48],"The":[49],"management":[50],"data":[54,78,95,127,152],"is":[55,66],"a":[56],"challenging":[57],"task":[58],"for":[59,89],"technology.":[61],"Without":[62],"proper":[63],"management,":[64],"it":[65],"hard":[67],"maintain":[69],"consistency,":[70],"reusability,":[71],"reconcilability":[73],"generated":[75,128],"in":[79,132,153],"cities.":[81,134],"Various":[82],"techniques":[85],"can":[86,118],"be":[87,119,146],"used":[88,120],"automatic":[90],"classification":[91],"raw":[93],"allow":[98],"machines":[99],"learn":[101],"features":[102],"perform":[104],"specific":[105],"tasks.":[106],"In":[107],"this":[108],"survey,":[109],"we":[110],"focus":[111],"on":[112],"various":[113,138],"platforms":[116],"that":[117,143],"process":[122],"manage":[124],"by":[129],"applications":[131],"We":[135],"also":[136],"highlight":[137],"limitations":[139],"research":[141],"challenges":[142],"need":[144],"considered":[147],"when":[148],"processing":[149],"real-time.":[154]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}