{"id":"https://openalex.org/W3010885397","doi":"https://doi.org/10.3233/jifs-190870","title":"Crime rate detection using social media of different crime locations and Twitter part-of-speech tagger with Brown clustering","display_name":"Crime rate detection using social media of different crime locations and Twitter part-of-speech tagger with Brown clustering","publication_year":2020,"publication_date":"2020-03-11","ids":{"openalex":"https://openalex.org/W3010885397","doi":"https://doi.org/10.3233/jifs-190870","mag":"3010885397"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-190870","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-190870","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","raw_type":"journal-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/A5020786909","display_name":"Thanh Vo","orcid":"https://orcid.org/0000-0002-6584-6125"},"institutions":[{"id":"https://openalex.org/I170238339","display_name":"Duy Tan University","ror":"https://ror.org/05ezss144","country_code":"VN","type":"education","lineage":["https://openalex.org/I170238339"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Thanh Vo","raw_affiliation_strings":["Institute of Research and Development, Duy Tan University, Da Nang, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Research and Development, Duy Tan University, Da Nang, Vietnam","institution_ids":["https://openalex.org/I170238339"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100700280","display_name":"Rohit Sharma","orcid":"https://orcid.org/0000-0002-1600-5039"},"institutions":[{"id":"https://openalex.org/I4210131147","display_name":"SRM University","ror":"https://ror.org/037skf023","country_code":"IN","type":"education","lineage":["https://openalex.org/I145286018","https://openalex.org/I4210131147"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rohit Sharma","raw_affiliation_strings":["Department of Electronics & Communication Engineering, SRM IST, NCR Campus, India","Department of Electronics & Communication Engineering, SRM IST, NCR Campus, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics & Communication Engineering, SRM IST, NCR Campus, India","institution_ids":["https://openalex.org/I4210131147"]},{"raw_affiliation_string":"Department of Electronics & Communication Engineering, SRM IST, NCR Campus, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101714489","display_name":"Raghvendra Kumar","orcid":"https://orcid.org/0000-0003-1311-7585"},"institutions":[{"id":"https://openalex.org/I4210139271","display_name":"GIET University","ror":"https://ror.org/051f2wp73","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210139271"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Raghvendra Kumar","raw_affiliation_strings":["Department of Computer Science and Engineering, GIET University, Gunupur, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, GIET University, Gunupur, India","institution_ids":["https://openalex.org/I4210139271"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008082871","display_name":"L\u00ea Ho\u00e0ng S\u01a1n","orcid":"https://orcid.org/0000-0001-6356-0046"},"institutions":[{"id":"https://openalex.org/I177233841","display_name":"Vietnam National University, Hanoi","ror":"https://ror.org/02jmfj006","country_code":"VN","type":"education","lineage":["https://openalex.org/I177233841"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Le Hoang Son","raw_affiliation_strings":["VNU Information Technology Institute, Vietnam National University, Hanoi, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"VNU Information Technology Institute, Vietnam National University, Hanoi, Vietnam","institution_ids":["https://openalex.org/I177233841"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029814958","display_name":"Binh Thai Pham","orcid":"https://orcid.org/0000-0001-9707-840X"},"institutions":[{"id":"https://openalex.org/I4210138918","display_name":"University Of Transport Technology","ror":"https://ror.org/04dp8y877","country_code":"VN","type":"education","lineage":["https://openalex.org/I4210138918"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Binh Thai Pham","raw_affiliation_strings":["Geotechnical Engineering and Artificial Intelligence research group (GEOAI), University of Transport Technology, Hanoi, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Geotechnical Engineering and Artificial Intelligence research group (GEOAI), University of Transport Technology, Hanoi, Vietnam","institution_ids":["https://openalex.org/I4210138918"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076352077","display_name":"Dieu Tien Bui","orcid":"https://orcid.org/0000-0001-5161-6479"},"institutions":[{"id":"https://openalex.org/I141445968","display_name":"Ton Duc Thang University","ror":"https://ror.org/01drq0835","country_code":"VN","type":"education","lineage":["https://openalex.org/I141445968"]}],"countries":["VN"],"is_corresponding":true,"raw_author_name":"Dieu Tien Bui","raw_affiliation_strings":["Faculty of Environment and Labour Safety, Ton Duc Thang University, Ho Chi Minh City, Vietnam","Geographic Information Science Research Group, Ton Duc Thang University, Ho Chi Minh City, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Environment and Labour Safety, Ton Duc Thang University, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I141445968"]},{"raw_affiliation_string":"Geographic Information Science Research Group, Ton Duc Thang University, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I141445968"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061139051","display_name":"Ishaani Priyadarshini","orcid":"https://orcid.org/0000-0002-8826-8065"},"institutions":[{"id":"https://openalex.org/I86501945","display_name":"University of Delaware","ror":"https://ror.org/01sbq1a82","country_code":"US","type":"education","lineage":["https://openalex.org/I86501945"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ishaani Priyadarshini","raw_affiliation_strings":["University of Delaware, Newark, DE, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Delaware, Newark, DE, USA","institution_ids":["https://openalex.org/I86501945"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087613565","display_name":"Manash Sarkar","orcid":"https://orcid.org/0000-0002-5152-6438"},"institutions":[{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Manash Sarkar","raw_affiliation_strings":["School of Computer Science& Engineering, Vellore Institute of Technology, Vellore, India","School of Computer Science& Engineering, Vellore Institute of Technology, Vellore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science& Engineering, Vellore Institute of Technology, Vellore, India","institution_ids":["https://openalex.org/I876193797"]},{"raw_affiliation_string":"School of Computer Science& Engineering, Vellore Institute of Technology, Vellore, India","institution_ids":["https://openalex.org/I876193797"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033598598","display_name":"Tuong Le","orcid":"https://orcid.org/0000-0003-0909-4974"},"institutions":[{"id":"https://openalex.org/I4387155935","display_name":"HUTECH University","ror":"https://ror.org/05xpj2n48","country_code":null,"type":"education","lineage":["https://openalex.org/I4387155935"]},{"id":"https://openalex.org/I47265099","display_name":"Ho Chi Minh City University of Technology","ror":"https://ror.org/04qva2324","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023","https://openalex.org/I47265099"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Tuong Le","raw_affiliation_strings":["Faculty of Information Technology, Ho Chi Minh City University of Technology (HUTECH), Ho Chi Minh City, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Ho Chi Minh City University of Technology (HUTECH), Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I47265099","https://openalex.org/I4387155935"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5076352077"],"corresponding_institution_ids":["https://openalex.org/I141445968"],"apc_list":null,"apc_paid":null,"fwci":7.6095,"has_fulltext":false,"cited_by_count":76,"citation_normalized_percentile":{"value":0.98048011,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"38","issue":"4","first_page":"4287","last_page":"4299"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12519","display_name":"Cybercrime and Law Enforcement Studies","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10574","display_name":"Crime Patterns and Interventions","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/crime-rate","display_name":"Crime rate","score":0.7539223432540894},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.6784101724624634},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6155537366867065},{"id":"https://openalex.org/keywords/uttar-pradesh","display_name":"Uttar pradesh","score":0.6066886782646179},{"id":"https://openalex.org/keywords/microblogging","display_name":"Microblogging","score":0.5162070393562317},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5043843984603882},{"id":"https://openalex.org/keywords/hidden-markov-model","display_name":"Hidden Markov model","score":0.4550902843475342},{"id":"https://openalex.org/keywords/criminology","display_name":"Criminology","score":0.44760674238204956},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2306273877620697},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.1502256989479065},{"id":"https://openalex.org/keywords/socioeconomics","display_name":"Socioeconomics","score":0.14110884070396423},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.11991792917251587}],"concepts":[{"id":"https://openalex.org/C2993718618","wikidata":"https://www.wikidata.org/wiki/Q330344","display_name":"Crime rate","level":2,"score":0.7539223432540894},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.6784101724624634},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6155537366867065},{"id":"https://openalex.org/C3018581295","wikidata":"https://www.wikidata.org/wiki/Q1498","display_name":"Uttar pradesh","level":2,"score":0.6066886782646179},{"id":"https://openalex.org/C143275388","wikidata":"https://www.wikidata.org/wiki/Q92438","display_name":"Microblogging","level":3,"score":0.5162070393562317},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5043843984603882},{"id":"https://openalex.org/C23224414","wikidata":"https://www.wikidata.org/wiki/Q176769","display_name":"Hidden Markov model","level":2,"score":0.4550902843475342},{"id":"https://openalex.org/C73484699","wikidata":"https://www.wikidata.org/wiki/Q161733","display_name":"Criminology","level":1,"score":0.44760674238204956},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2306273877620697},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.1502256989479065},{"id":"https://openalex.org/C45355965","wikidata":"https://www.wikidata.org/wiki/Q1643441","display_name":"Socioeconomics","level":1,"score":0.14110884070396423},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.11991792917251587}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-190870","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-190870","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.44999998807907104}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1493655956","https://openalex.org/W1530964950","https://openalex.org/W1578152639","https://openalex.org/W1814023381","https://openalex.org/W1967470069","https://openalex.org/W1983599491","https://openalex.org/W2051434435","https://openalex.org/W2053691730","https://openalex.org/W2081693451","https://openalex.org/W2086260676","https://openalex.org/W2101196063","https://openalex.org/W2104441213","https://openalex.org/W2115022330","https://openalex.org/W2121227244","https://openalex.org/W2122825543","https://openalex.org/W2123906784","https://openalex.org/W2138621811","https://openalex.org/W2147876157","https://openalex.org/W2221728952","https://openalex.org/W2230089931","https://openalex.org/W2528589761","https://openalex.org/W2551928050","https://openalex.org/W2579467341","https://openalex.org/W2630264647","https://openalex.org/W2776716187","https://openalex.org/W2796430037","https://openalex.org/W2883845484","https://openalex.org/W2899292699","https://openalex.org/W2903028231","https://openalex.org/W2965478150","https://openalex.org/W6678277124"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2728430307","https://openalex.org/W2107786128","https://openalex.org/W2053241453","https://openalex.org/W2572557712","https://openalex.org/W4282979040","https://openalex.org/W1977919206","https://openalex.org/W4318261664","https://openalex.org/W2011061284","https://openalex.org/W3159908742"],"abstract_inverted_index":{"Nowadays,":[0],"the":[1,54,97,100,115,174,179,196,204,221,226,242,251],"crime":[2,29,39,44,121,159,176,186,198,228,244,252],"rate":[3,40,229,245],"increases":[4],"dramatically":[5],"in":[6,38,86,139,189],"every":[7],"country.":[8],"Therefore,":[9],"it":[10],"is":[11,93,127,145],"an":[12,35,162],"urgent":[13],"need":[14],"for":[15,53,68,137,147,178,203,246],"governments":[16],"and":[17,24,78,112,184,249],"social":[18,32],"associations":[19],"to":[20,27,83,95,108,119,168,213,240],"produce":[21],"persistent":[22],"solutions":[23],"disincentive":[25],"penalties":[26],"prevent":[28],"issues.":[30],"Specifically,":[31],"media":[33],"plays":[34],"important":[36],"role":[37],"detection;":[41],"thus,":[42],"reducing":[43],"rates":[45,160],"significantly.":[46],"It":[47,191],"would":[48],"be":[49],"a":[50,87,128,148],"good":[51],"medium":[52],"desired":[55],"task.":[56],"In":[57],"this":[58],"paper,":[59],"we":[60],"analyze":[61,109],"Twitter":[62,66,123],"data":[63],"collected":[64],"from":[65,80,161],"accounts":[67],"seven":[69],"different":[70,169,247],"locations":[71,248],"(Ghaziabad,":[72,181],"Chennai,":[73],"Bangaluru,":[74],"Chandigarh,":[75],"Jammu,":[76],"Gujarat,":[77],"Hyderabad)":[79],"January":[81,211,215],"2014":[82],"November":[84],"2018":[85],"case":[88],"study":[89],"of":[90,99,117,131,151,165,207,236],"India,":[91],"which":[92,126],"opted":[94],"illustrate":[96],"efficiency":[98],"proposed":[101],"work.":[102],"Sentiment":[103],"analysis":[104],"has":[105,134,192],"been":[106,135,193,201],"used":[107,136,146],"users\u2019":[110],"behavior":[111],"psychology":[113],"through":[114],"tweets":[116],"people":[118],"track":[120],"actions.":[122],"part-of-speech":[124,138],"tagger,":[125],"Markov":[129],"Model":[130],"first-order":[132],"entropy,":[133],"online":[140],"conversational":[141],"text.":[142],"Brown":[143],"clustering":[144],"long":[149],"set":[150],"unlabeled":[152],"tweets.":[153],"Comparisons":[154],"are":[155],"verified":[156],"with":[157,225],"real":[158,227],"authorized":[163],"source":[164],"information":[166],"according":[167],"locations.":[170],"We":[171,231],"also":[172],"measure":[173],"latest":[175,197],"trends":[177,199],"highest":[180],"Uttar":[182],"Pradesh)":[183],"lowest":[185],"cities":[187],"(Jammu)":[188],"India.":[190],"found":[194],"that":[195,220,233],"have":[200],"recorded":[202],"time":[205],"duration":[206],"7":[208],"days":[209],"(23,":[210],"2019":[212],"30,":[214],"2019).":[216],"The":[217],"analyses":[218],"demonstrate":[219],"obtained":[222],"results":[223],"match":[224],"data.":[230],"believe":[232],"these":[234],"types":[235],"studies":[237],"will":[238],"help":[239],"detect":[241,250],"real-time":[243],"pattern":[253],"easily.":[254]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":18},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":27},{"year":2020,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}