{"id":"https://openalex.org/W4318148228","doi":"https://doi.org/10.1109/bigdata55660.2022.10020159","title":"Novel Patrol Route Optimization Method Based on Big Data Analysis","display_name":"Novel Patrol Route Optimization Method Based on Big Data Analysis","publication_year":2022,"publication_date":"2022-12-17","ids":{"openalex":"https://openalex.org/W4318148228","doi":"https://doi.org/10.1109/bigdata55660.2022.10020159"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata55660.2022.10020159","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/bigdata55660.2022.10020159","pdf_url":null,"source":{"id":"https://openalex.org/S4363607709","display_name":"2022 IEEE International Conference on Big Data (Big Data)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Big Data (Big Data)","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/A5101708372","display_name":"Dongyeon Kim","orcid":"https://orcid.org/0000-0003-4675-7909"},"institutions":[{"id":"https://openalex.org/I205490536","display_name":"Dongguk University","ror":"https://ror.org/057q6n778","country_code":"KR","type":"education","lineage":["https://openalex.org/I205490536"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Dongyeon Kim","raw_affiliation_strings":["Dongguk University,Department of Multimedia Engineering,Seoul,Korea","Department of Multimedia Engineering, Dongguk University, Seoul, Korea"],"affiliations":[{"raw_affiliation_string":"Dongguk University,Department of Multimedia Engineering,Seoul,Korea","institution_ids":["https://openalex.org/I205490536"]},{"raw_affiliation_string":"Department of Multimedia Engineering, Dongguk University, Seoul, Korea","institution_ids":["https://openalex.org/I205490536"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040515246","display_name":"Yejin Kan","orcid":"https://orcid.org/0000-0002-1653-7764"},"institutions":[{"id":"https://openalex.org/I205490536","display_name":"Dongguk University","ror":"https://ror.org/057q6n778","country_code":"KR","type":"education","lineage":["https://openalex.org/I205490536"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yejin Kan","raw_affiliation_strings":["Dongguk University,Department of Multimedia Engineering,Seoul,Korea","Department of Multimedia Engineering, Dongguk University, Seoul, Korea"],"affiliations":[{"raw_affiliation_string":"Dongguk University,Department of Multimedia Engineering,Seoul,Korea","institution_ids":["https://openalex.org/I205490536"]},{"raw_affiliation_string":"Department of Multimedia Engineering, Dongguk University, Seoul, Korea","institution_ids":["https://openalex.org/I205490536"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004070162","display_name":"Gangman Yi","orcid":"https://orcid.org/0000-0003-4664-5325"},"institutions":[{"id":"https://openalex.org/I205490536","display_name":"Dongguk University","ror":"https://ror.org/057q6n778","country_code":"KR","type":"education","lineage":["https://openalex.org/I205490536"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Gangman Yi","raw_affiliation_strings":["Dongguk University,Department of Multimedia Engineering,Seoul,Korea","Department of Multimedia Engineering, Dongguk University, Seoul, Korea"],"affiliations":[{"raw_affiliation_string":"Dongguk University,Department of Multimedia Engineering,Seoul,Korea","institution_ids":["https://openalex.org/I205490536"]},{"raw_affiliation_string":"Department of Multimedia Engineering, Dongguk University, Seoul, Korea","institution_ids":["https://openalex.org/I205490536"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101708372"],"corresponding_institution_ids":["https://openalex.org/I205490536"],"apc_list":null,"apc_paid":null,"fwci":0.3374,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.5413257,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"6699","last_page":"6701"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9681000113487244,"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":0.9681000113487244,"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":0.9465000033378601,"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/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":0.9427000284194946,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"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/patrolling","display_name":"Patrolling","score":0.9789018034934998},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.8734566569328308},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7073004245758057},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5186488032341003},{"id":"https://openalex.org/keywords/crime-analysis","display_name":"Crime analysis","score":0.4476739168167114},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.43629175424575806},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.38682812452316284},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3730524182319641},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.36647170782089233},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3333714008331299},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15999078750610352},{"id":"https://openalex.org/keywords/criminology","display_name":"Criminology","score":0.14955878257751465},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.13057473301887512},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.1077328622341156}],"concepts":[{"id":"https://openalex.org/C110698143","wikidata":"https://www.wikidata.org/wiki/Q651389","display_name":"Patrolling","level":2,"score":0.9789018034934998},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.8734566569328308},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7073004245758057},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5186488032341003},{"id":"https://openalex.org/C2776876444","wikidata":"https://www.wikidata.org/wiki/Q2845200","display_name":"Crime analysis","level":2,"score":0.4476739168167114},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.43629175424575806},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.38682812452316284},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3730524182319641},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36647170782089233},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3333714008331299},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15999078750610352},{"id":"https://openalex.org/C73484699","wikidata":"https://www.wikidata.org/wiki/Q161733","display_name":"Criminology","level":1,"score":0.14955878257751465},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.13057473301887512},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.1077328622341156},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata55660.2022.10020159","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/bigdata55660.2022.10020159","pdf_url":null,"source":{"id":"https://openalex.org/S4363607709","display_name":"2022 IEEE International Conference on Big Data (Big Data)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.75}],"awards":[],"funders":[{"id":"https://openalex.org/F4320311687","display_name":"Ministry of Education","ror":"https://ror.org/03m01yf64"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1979296453","https://openalex.org/W1996695979","https://openalex.org/W2756563441","https://openalex.org/W2798467024","https://openalex.org/W2886851039","https://openalex.org/W2979619501","https://openalex.org/W3094704314","https://openalex.org/W3120800456"],"related_works":["https://openalex.org/W170273588","https://openalex.org/W2337788814","https://openalex.org/W2092973197","https://openalex.org/W2163146706","https://openalex.org/W2404411151","https://openalex.org/W4319155805","https://openalex.org/W2942237194","https://openalex.org/W4367042470","https://openalex.org/W3126114555","https://openalex.org/W2526436258"],"abstract_inverted_index":{"Big":[0],"data":[1,37,59,85,129],"analysis":[2,38],"can":[3,139,147],"enhance":[4,148],"police":[5,11,153],"activities":[6],"and":[7,25,31,86,146],"promote":[8],"improvements":[9],"in":[10,15,28,43],"policy.":[12],"Police":[13],"agencies":[14],"various":[16,29],"countries":[17],"recognize":[18],"the":[19,80,108,113,119,122,126,149],"need":[20],"for":[21,46],"big":[22,36,58,136],"data-based":[23],"policing":[24],"are":[26],"engaged":[27],"research":[30],"field":[32],"support":[33],"activities.":[34],"However,":[35],"has":[39],"rarely":[40],"been":[41],"applied":[42,141],"actual":[44],"patrolling":[45,144],"crime":[47,76,87,114],"prevention.":[48],"Therefore,":[49],"this":[50],"study":[51],"established":[52],"a":[53,92,98,103,131],"novel":[54],"model":[55,138],"that":[56,72,106],"uses":[57],"to":[60,63,101,112,142],"efficiently":[61],"respond":[62],"emergency":[64],"reports":[65],"of":[66,75,121,130,151],"crimes.":[67],"First,":[68],"we":[69,90,117],"extracted":[70],"hotspots":[71],"were":[73],"regions":[74],"incidence":[77],"based":[78,96],"on":[79,97],"correlation":[81],"between":[82],"community":[83],"environment":[84],"data.":[88],"Second,":[89],"used":[91],"new":[93],"optimization":[94],"method":[95],"genetic":[99],"algorithm":[100],"generate":[102],"patrol":[104,123],"sequence":[105],"required":[107],"shortest":[109],"travel":[110],"time":[111],"area.":[115],"Finally,":[116],"verified":[118],"efficiency":[120,150],"routes":[124],"using":[125],"real-time":[127],"traffic":[128],"map":[132],"API.":[133],"The":[134],"proposed":[135],"data\u2013based":[137],"be":[140],"existing":[143],"systems":[145],"all":[152],"departments.":[154]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-12-24T23:09:58.560324","created_date":"2025-10-10T00:00:00"}
