{"id":"https://openalex.org/W2941123429","doi":"https://doi.org/10.3233/efi-190280","title":"Man and machines against crime: An approach based on visual learning","display_name":"Man and machines against crime: An approach based on visual learning","publication_year":2019,"publication_date":"2019-04-23","ids":{"openalex":"https://openalex.org/W2941123429","doi":"https://doi.org/10.3233/efi-190280","mag":"2941123429"},"language":"en","primary_location":{"id":"doi:10.3233/efi-190280","is_oa":false,"landing_page_url":"https://doi.org/10.3233/efi-190280","pdf_url":null,"source":{"id":"https://openalex.org/S2764383307","display_name":"Education for Information","issn_l":"0167-8329","issn":["0167-8329","1875-8649"],"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":"Education for Information","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/A5002940621","display_name":"Manoel Camilo de Sousa Netto","orcid":"https://orcid.org/0000-0002-7762-7958"},"institutions":[{"id":"https://openalex.org/I880818075","display_name":"Federal Police of Brazil","ror":"https://ror.org/01hmd1y41","country_code":"BR","type":"government","lineage":["https://openalex.org/I2801200668","https://openalex.org/I4210115982","https://openalex.org/I880818075"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Manoel Camilo de Sousa Netto","raw_affiliation_strings":["PGCIN/UFSC, Santa Catarina, Brazil","The Federal Police Department of Brazil, Brazil"],"affiliations":[{"raw_affiliation_string":"PGCIN/UFSC, Santa Catarina, Brazil","institution_ids":[]},{"raw_affiliation_string":"The Federal Police Department of Brazil, Brazil","institution_ids":["https://openalex.org/I880818075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004127158","display_name":"Ad\u00edlson Luiz Pinto","orcid":"https://orcid.org/0000-0002-4142-2061"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Adilson Luiz Pinto","raw_affiliation_strings":["PGCIN/UFSC, Santa Catarina, Brazil"],"affiliations":[{"raw_affiliation_string":"PGCIN/UFSC, Santa Catarina, Brazil","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090382696","display_name":"Alexandre Ribas Semeler","orcid":"https://orcid.org/0000-0002-8036-4271"},"institutions":[{"id":"https://openalex.org/I130442723","display_name":"Universidade Federal do Rio Grande do Sul","ror":"https://ror.org/041yk2d64","country_code":"BR","type":"education","lineage":["https://openalex.org/I130442723"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Alexandre Ribas Semeler","raw_affiliation_strings":["Institute of Geosciences of the UFRGS, Rio Grande do Sul, Brazil","PGCIN/UFSC, Santa Catarina, Brazil"],"affiliations":[{"raw_affiliation_string":"Institute of Geosciences of the UFRGS, Rio Grande do Sul, Brazil","institution_ids":["https://openalex.org/I130442723"]},{"raw_affiliation_string":"PGCIN/UFSC, Santa Catarina, Brazil","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5002940621"],"corresponding_institution_ids":["https://openalex.org/I880818075"],"apc_list":null,"apc_paid":null,"fwci":0.1659,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.41782251,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"35","issue":"3","first_page":"251","last_page":"262"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.4758000075817108,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.4758000075817108,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T12034","display_name":"Digital and Cyber Forensics","score":0.4634000062942505,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.41589999198913574,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/law-enforcement","display_name":"Law enforcement","score":0.6664518117904663},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.637656569480896},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5944378972053528},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46942001581192017},{"id":"https://openalex.org/keywords/complement","display_name":"Complement (music)","score":0.4173102378845215},{"id":"https://openalex.org/keywords/visual-media","display_name":"Visual media","score":0.41530290246009827},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.4129111170768738},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.33783069252967834},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3285919427871704},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.14308863878250122},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.10560005903244019}],"concepts":[{"id":"https://openalex.org/C2780262971","wikidata":"https://www.wikidata.org/wiki/Q44554","display_name":"Law enforcement","level":2,"score":0.6664518117904663},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.637656569480896},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5944378972053528},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46942001581192017},{"id":"https://openalex.org/C112313634","wikidata":"https://www.wikidata.org/wiki/Q7886648","display_name":"Complement (music)","level":5,"score":0.4173102378845215},{"id":"https://openalex.org/C2987052865","wikidata":"https://www.wikidata.org/wiki/Q11033","display_name":"Visual media","level":2,"score":0.41530290246009827},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.4129111170768738},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.33783069252967834},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3285919427871704},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.14308863878250122},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.10560005903244019},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C188082640","wikidata":"https://www.wikidata.org/wiki/Q1780899","display_name":"Complementation","level":4,"score":0.0},{"id":"https://openalex.org/C127716648","wikidata":"https://www.wikidata.org/wiki/Q104053","display_name":"Phenotype","level":3,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/efi-190280","is_oa":false,"landing_page_url":"https://doi.org/10.3233/efi-190280","pdf_url":null,"source":{"id":"https://openalex.org/S2764383307","display_name":"Education for Information","issn_l":"0167-8329","issn":["0167-8329","1875-8649"],"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":"Education for Information","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.41999998688697815,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":2,"referenced_works":["https://openalex.org/W1996851501","https://openalex.org/W2169305931"],"related_works":["https://openalex.org/W2382566571","https://openalex.org/W2349321798","https://openalex.org/W2366686860","https://openalex.org/W2350859087","https://openalex.org/W2387118502","https://openalex.org/W4233775131","https://openalex.org/W2391262724","https://openalex.org/W3036520466","https://openalex.org/W1986903754","https://openalex.org/W2361622496"],"abstract_inverted_index":{"Law":[0],"enforcement":[1],"agencies":[2],"in":[3,12,17,188],"Brazil":[4],"communicate":[5],"with":[6,94],"each":[7,186],"other":[8,187],"using":[9,34,108],"documents":[10],"formalized":[11],"a":[13,89,123],"language":[14,148],"predominantly":[15],"written":[16],"pure":[18],"text.":[19,36],"However,":[20],"postmodern":[21],"criminal":[22,106,192],"organizations":[23],"play":[24],"complex":[25],"roles,":[26],"making":[27],"it":[28,75],"difficult":[29,76],"to":[30,41,77],"describe":[31],"their":[32],"actions":[33],"only":[35],"Visual":[37],"memory":[38],"is":[39,70,86,111,122,134,151,163],"relevant":[40],"lear":[42],"ning":[43],"and":[44,55,161,165,178],"thus":[45],"should":[46,180],"be":[47,181],"applied.":[48],"Learning":[49],"about":[50,105],"crime":[51],"requires":[52],"time,":[53],"effort,":[54],"dedication,":[56],"but":[57,93],"visual":[58,120,176],"resources":[59],"can":[60],"minimize":[61],"these":[62,132],"obstacles.":[63],"Because":[64],"the":[65,95,129,166,189],"human":[66],"period":[67],"of":[68,83,97,115,131,138,141,158],"concentration":[69],"short,":[71],"long":[72],"texts":[73,143],"make":[74],"hold":[78],"people\u2019s":[79],"attention.":[80],"The":[81,113,136,156,172],"tactic":[82],"distributed":[84],"practice":[85],"recommended":[87],"as":[88,100,153],"strategy":[90],"for":[91,119,174],"learning,":[92],"use":[96],"features":[98],"such":[99],"diagrams.":[101],"In":[102],"addition,":[103],"learning":[104,121],"activities":[107],"multimedia":[109],"formats":[110],"effective.":[112],"teaching":[114],"content":[116,177],"production":[117],"skills":[118,173],"necessity":[124],"at":[125],"police":[126],"academies;":[127],"however,":[128],"acquisition":[130],"abilities":[133],"slow.":[135],"analysis":[137],"legacy":[139],"collections":[140],"massive":[142],"by":[144],"computer,":[145],"through":[146],"natural":[147],"processing":[149],"(NLP)":[150],"suggested":[152],"an":[154],"alternative.":[155],"process":[157],"extracting":[159],"entities":[160],"relationships":[162],"illustrated,":[164],"main":[167],"steps":[168],"involved":[169],"are":[170],"explained.":[171],"generating":[175],"NLP":[179],"strengthened,":[182],"since":[183],"they":[184],"complement":[185],"fight":[190],"against":[191],"organizations.":[193]},"counts_by_year":[{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}