{"id":"https://openalex.org/W4412405248","doi":"https://doi.org/10.1109/cniot65435.2025.11070834","title":"Mapping the Knowledge Structure and Evolutionary Trends in Fire Detection Technologies: A CiteSpace-Based Visual Analysis","display_name":"Mapping the Knowledge Structure and Evolutionary Trends in Fire Detection Technologies: A CiteSpace-Based Visual Analysis","publication_year":2025,"publication_date":"2025-05-23","ids":{"openalex":"https://openalex.org/W4412405248","doi":"https://doi.org/10.1109/cniot65435.2025.11070834"},"language":"en","primary_location":{"id":"doi:10.1109/cniot65435.2025.11070834","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cniot65435.2025.11070834","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 6th International Conference on Computing, Networks and Internet of Things (CNIOT)","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/A5112543173","display_name":"Yunfei Xia","orcid":null},"institutions":[{"id":"https://openalex.org/I79995938","display_name":"China People's Police University","ror":"https://ror.org/05mg82t36","country_code":"CN","type":"funder","lineage":["https://openalex.org/I4210133972","https://openalex.org/I4396570617","https://openalex.org/I79995938"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yunfei Xia","raw_affiliation_strings":["China People's Police University,Langfang,China"],"affiliations":[{"raw_affiliation_string":"China People's Police University,Langfang,China","institution_ids":["https://openalex.org/I79995938"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100381349","display_name":"Lei Lei","orcid":"https://orcid.org/0000-0002-3366-1855"},"institutions":[{"id":"https://openalex.org/I79995938","display_name":"China People's Police University","ror":"https://ror.org/05mg82t36","country_code":"CN","type":"funder","lineage":["https://openalex.org/I4210133972","https://openalex.org/I4396570617","https://openalex.org/I79995938"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Lei","raw_affiliation_strings":["China People's Police University,Langfang,China"],"affiliations":[{"raw_affiliation_string":"China People's Police University,Langfang,China","institution_ids":["https://openalex.org/I79995938"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100667147","display_name":"Da Li","orcid":"https://orcid.org/0000-0002-5507-5267"},"institutions":[{"id":"https://openalex.org/I4210164898","display_name":"Beijing Chaoyang Emergency Medical Center","ror":"https://ror.org/05anb7a53","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210164898"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Da Li","raw_affiliation_strings":["Chaoyang Buddhist Culture Museum,Chaoyang,China"],"affiliations":[{"raw_affiliation_string":"Chaoyang Buddhist Culture Museum,Chaoyang,China","institution_ids":["https://openalex.org/I4210164898"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033672926","display_name":"Wei Cai","orcid":"https://orcid.org/0000-0003-2254-9259"},"institutions":[{"id":"https://openalex.org/I4210164898","display_name":"Beijing Chaoyang Emergency Medical Center","ror":"https://ror.org/05anb7a53","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210164898"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Cai","raw_affiliation_strings":["Chaoyang City 329 Broadcast Station,Chaoyang,China"],"affiliations":[{"raw_affiliation_string":"Chaoyang City 329 Broadcast Station,Chaoyang,China","institution_ids":["https://openalex.org/I4210164898"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100523439","display_name":"Jinqiang He","orcid":"https://orcid.org/0000-0002-4002-7529"},"institutions":[{"id":"https://openalex.org/I74872605","display_name":"China Southern Power Grid (China)","ror":"https://ror.org/03hkh9419","country_code":"CN","type":"company","lineage":["https://openalex.org/I74872605"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinqiang He","raw_affiliation_strings":["China Southern Power Grid Corporation,Electric Power Research Institute,Guangzhou,China"],"affiliations":[{"raw_affiliation_string":"China Southern Power Grid Corporation,Electric Power Research Institute,Guangzhou,China","institution_ids":["https://openalex.org/I74872605"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101941584","display_name":"Bo Gong","orcid":"https://orcid.org/0000-0001-8013-4196"},"institutions":[{"id":"https://openalex.org/I74872605","display_name":"China Southern Power Grid (China)","ror":"https://ror.org/03hkh9419","country_code":"CN","type":"company","lineage":["https://openalex.org/I74872605"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Gong","raw_affiliation_strings":["China Southern Power Grid Corporation,Electric Power Research Institute,Guangzhou,China"],"affiliations":[{"raw_affiliation_string":"China Southern Power Grid Corporation,Electric Power Research Institute,Guangzhou,China","institution_ids":["https://openalex.org/I74872605"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101286342","display_name":"Zhiren Tian","orcid":null},"institutions":[{"id":"https://openalex.org/I74872605","display_name":"China Southern Power Grid (China)","ror":"https://ror.org/03hkh9419","country_code":"CN","type":"company","lineage":["https://openalex.org/I74872605"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiren Tian","raw_affiliation_strings":["China Southern Power Grid Corporation,Shenzhen Power Supply Corporation,Shenzhen,China"],"affiliations":[{"raw_affiliation_string":"China Southern Power Grid Corporation,Shenzhen Power Supply Corporation,Shenzhen,China","institution_ids":["https://openalex.org/I74872605"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5112543173"],"corresponding_institution_ids":["https://openalex.org/I79995938"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.24993052,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"11"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12597","display_name":"Fire Detection and Safety Systems","score":0.9672999978065491,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/T12597","display_name":"Fire Detection and Safety Systems","score":0.9672999978065491,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/T10799","display_name":"Data Visualization and Analytics","score":0.9222999811172485,"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":0.624742329120636},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4228662848472595},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3291579484939575}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.624742329120636},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4228662848472595},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3291579484939575}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cniot65435.2025.11070834","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cniot65435.2025.11070834","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 6th International Conference on Computing, Networks and Internet of Things (CNIOT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":55,"referenced_works":["https://openalex.org/W918560838","https://openalex.org/W1039195573","https://openalex.org/W1662406806","https://openalex.org/W1970260039","https://openalex.org/W2019931689","https://openalex.org/W2031481385","https://openalex.org/W2038152889","https://openalex.org/W2063220875","https://openalex.org/W2072263686","https://openalex.org/W2076289374","https://openalex.org/W2110562193","https://openalex.org/W2125771399","https://openalex.org/W2141463923","https://openalex.org/W2549920276","https://openalex.org/W2594164757","https://openalex.org/W2792783021","https://openalex.org/W2801032119","https://openalex.org/W2810053451","https://openalex.org/W2898031508","https://openalex.org/W2938890063","https://openalex.org/W3036110345","https://openalex.org/W4283586889","https://openalex.org/W4322742196","https://openalex.org/W4382467962","https://openalex.org/W4386422254","https://openalex.org/W4387973039","https://openalex.org/W4388699524","https://openalex.org/W4391350330","https://openalex.org/W4391513734","https://openalex.org/W4392030784","https://openalex.org/W4394890344","https://openalex.org/W4398175992","https://openalex.org/W4399564203","https://openalex.org/W4400014805","https://openalex.org/W4400473223","https://openalex.org/W4401758100","https://openalex.org/W4401824252","https://openalex.org/W4402191377","https://openalex.org/W4402797470","https://openalex.org/W4403147832","https://openalex.org/W4403301768","https://openalex.org/W4403494901","https://openalex.org/W4403874198","https://openalex.org/W4404293543","https://openalex.org/W4404969488","https://openalex.org/W4406683049","https://openalex.org/W4407116913","https://openalex.org/W4407638392","https://openalex.org/W4407643401","https://openalex.org/W4407922998","https://openalex.org/W4408924803","https://openalex.org/W4409000369","https://openalex.org/W6626695769","https://openalex.org/W6637179175","https://openalex.org/W7043445820"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"This":[0,222],"study":[1,223],"provides":[2,224],"a":[3,31,73,227],"comprehensive":[4,162],"review":[5],"of":[6,11,22,45,60,76,121,141,161,174,183,210,214,230],"the":[7,17,20,28,37,92,99,139,147,158,195,203,205,211],"current":[8,231],"research":[9,38,89,122,133,196,232,251],"status":[10],"fire":[12,46,190,239,257,260],"detection":[13,47,191,240],"technologies.":[14],"Based":[15],"on":[16,36,166],"data":[18,152],"from":[19,49],"Web":[21],"Science":[23],"Core":[24],"Collection":[25],"database,":[26],"using":[27],"CiteSpace":[29],"software,":[30],"visual":[32],"analysis":[33],"was":[34],"conducted":[35],"hotspots,":[39],"collaboration":[40],"networks,":[41],"and":[42,84,107,119,144,154,157,172,186,207,234,259,268],"evolution":[43,120],"trends":[44],"technologies":[48,164,176,217],"2005":[50],"to":[51,113],"2024.":[52],"The":[53,58,95,117],"results":[54],"show":[55],"that:":[56],"1)":[57],"number":[59,75],"published":[61],"documents":[62],"has":[63,71],"generally":[64],"shown":[65],"an":[66],"upward":[67],"trend;":[68],"2)":[69],"There":[70],"been":[72],"certain":[74],"network-like":[77],"cooperative":[78,100],"structures":[79],"formed":[80],"among":[81,86],"various":[82],"institutions":[83,90],"authors,":[85],"which":[87],"Chinese":[88],"constitute":[91],"main":[93,130],"hub.":[94],"internal":[96],"cooperation":[97,110],"within":[98],"clusters":[101],"is":[102],"quite":[103],"evident,":[104],"but":[105],"cross-cluster":[106],"cross-national":[108],"regional":[109],"still":[111,218],"needs":[112],"be":[114,125],"strengthened;":[115],"3)":[116],"development":[118],"methods":[123,134],"can":[124],"mainly":[126],"divided":[127],"into":[128],"three":[129],"stages.":[131],"Currently,":[132],"are":[135],"gradually":[136],"moving":[137],"towards":[138],"integration":[140,171],"intelligent":[142],"algorithms":[143],"experimental":[145],"research,":[146],"collaborative":[148],"innovation":[149],"between":[150],"big":[151],"models":[153],"statistical":[155],"surveys,":[156],"widespread":[159],"application":[160,173,213],"optimization":[163],"based":[165],"artificial":[167,187],"intelligence.":[168],"4)The":[169],"deep":[170,179],"emerging":[175,216,235],"such":[177,265],"as":[178,266],"learning":[180],"algorithms,":[181],"Internet":[182],"Things":[184],"(IoT),":[185],"intelligence":[188],"in":[189,198,202,237,263],"technology":[192],"have":[193],"become":[194],"frontier":[197],"this":[199,250],"field.":[200],"However,":[201],"future,":[204],"maturity":[206],"potential":[208,244],"flaws":[209],"integrated":[212],"these":[215],"require":[219],"further":[220],"study.":[221],"researchers":[225],"with":[226],"systematic":[228],"overview":[229],"gaps":[233],"hotspots":[236],"global":[238],"technology,":[241],"while":[242],"identifying":[243],"directions":[245],"for":[246,256],"future":[247],"research.":[248],"Furthermore,":[249],"holds":[252],"significant":[253],"engineering":[254],"value":[255],"prevention":[258],"safety":[261],"protection":[262],"scenarios":[264],"buildings":[267],"forests.":[269]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}