{"id":"https://openalex.org/W7118004637","doi":"https://doi.org/10.1007/978-3-032-12773-0_13","title":"BERT-Based Fine-Tuning for\u00a0Automated Tagging of\u00a0Robbery Crime Narratives","display_name":"BERT-Based Fine-Tuning for\u00a0Automated Tagging of\u00a0Robbery Crime Narratives","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7118004637","doi":"https://doi.org/10.1007/978-3-032-12773-0_13"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-12773-0_13","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-12773-0_13","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5073453470","display_name":"Lenin G. Falconi","orcid":"https://orcid.org/0000-0003-4402-6643"},"institutions":[{"id":"https://openalex.org/I4210104854","display_name":"National Polytechnic School","ror":null,"country_code":"EC","type":null,"lineage":["https://openalex.org/I4210104854"]}],"countries":["EC"],"is_corresponding":true,"raw_author_name":"Lenin G. Falconi","raw_affiliation_strings":["Departamento de Inform\u00e1tica y Ciencias de la Computaci\u00f3n (DICC), Escuela Polit\u00e9cnica Nacional, Quito, 170525, Ecuador"],"raw_orcid":"https://orcid.org/0000-0003-4402-6643","affiliations":[{"raw_affiliation_string":"Departamento de Inform\u00e1tica y Ciencias de la Computaci\u00f3n (DICC), Escuela Polit\u00e9cnica Nacional, Quito, 170525, Ecuador","institution_ids":["https://openalex.org/I4210104854"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121814115","display_name":"Myriam Hernandez-Alvarez","orcid":null},"institutions":[{"id":"https://openalex.org/I4210104854","display_name":"National Polytechnic School","ror":null,"country_code":"EC","type":null,"lineage":["https://openalex.org/I4210104854"]}],"countries":["EC"],"is_corresponding":false,"raw_author_name":"Myriam Hernandez-Alvarez","raw_affiliation_strings":["Departamento de Inform\u00e1tica y Ciencias de la Computaci\u00f3n (DICC), Escuela Polit\u00e9cnica Nacional, Quito, 170525, Ecuador"],"raw_orcid":"https://orcid.org/0000-0003-4718-0400","affiliations":[{"raw_affiliation_string":"Departamento de Inform\u00e1tica y Ciencias de la Computaci\u00f3n (DICC), Escuela Polit\u00e9cnica Nacional, Quito, 170525, Ecuador","institution_ids":["https://openalex.org/I4210104854"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039873667","display_name":"\u00c1ngel Leonardo Valdivieso Caraguay","orcid":"https://orcid.org/0000-0002-3502-020X"},"institutions":[{"id":"https://openalex.org/I4210104854","display_name":"National Polytechnic School","ror":null,"country_code":"EC","type":null,"lineage":["https://openalex.org/I4210104854"]}],"countries":["EC"],"is_corresponding":false,"raw_author_name":"\u00c1ngel Leonardo Valdivieso Caraguay","raw_affiliation_strings":["Departamento de Inform\u00e1tica y Ciencias de la Computaci\u00f3n (DICC), Escuela Polit\u00e9cnica Nacional, Quito, 170525, Ecuador"],"raw_orcid":"https://orcid.org/0000-0002-3502-020X","affiliations":[{"raw_affiliation_string":"Departamento de Inform\u00e1tica y Ciencias de la Computaci\u00f3n (DICC), Escuela Polit\u00e9cnica Nacional, Quito, 170525, Ecuador","institution_ids":["https://openalex.org/I4210104854"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5073453470"],"corresponding_institution_ids":["https://openalex.org/I4210104854"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.01761509,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"137","last_page":"147"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10574","display_name":"Crime Patterns and Interventions","score":0.17149999737739563,"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"}},"topics":[{"id":"https://openalex.org/T10574","display_name":"Crime Patterns and Interventions","score":0.17149999737739563,"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"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.09830000251531601,"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"}},{"id":"https://openalex.org/T12380","display_name":"Authorship Attribution and Profiling","score":0.07769999653100967,"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/narrative","display_name":"Narrative","score":0.7175999879837036},{"id":"https://openalex.org/keywords/recall","display_name":"Recall","score":0.5523999929428101},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.5351999998092651},{"id":"https://openalex.org/keywords/precision-and-recall","display_name":"Precision and recall","score":0.47600001096725464},{"id":"https://openalex.org/keywords/public-security","display_name":"Public security","score":0.37059998512268066},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.3488999903202057}],"concepts":[{"id":"https://openalex.org/C199033989","wikidata":"https://www.wikidata.org/wiki/Q1318295","display_name":"Narrative","level":2,"score":0.7175999879837036},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5918999910354614},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.5523999929428101},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.5351999998092651},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.47600001096725464},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45669999718666077},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.45329999923706055},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.391400009393692},{"id":"https://openalex.org/C2986045029","wikidata":"https://www.wikidata.org/wiki/Q294240","display_name":"Public security","level":2,"score":0.37059998512268066},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.3488999903202057},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.33149999380111694},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.31040000915527344},{"id":"https://openalex.org/C2776175482","wikidata":"https://www.wikidata.org/wiki/Q1195816","display_name":"Transfer (computing)","level":2,"score":0.29499998688697815},{"id":"https://openalex.org/C73484699","wikidata":"https://www.wikidata.org/wiki/Q161733","display_name":"Criminology","level":1,"score":0.29019999504089355},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.2858999967575073},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2849000096321106},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.2802000045776367},{"id":"https://openalex.org/C2780262971","wikidata":"https://www.wikidata.org/wiki/Q44554","display_name":"Law enforcement","level":2,"score":0.2728999853134155},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.2669000029563904},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.2605000138282776},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.25699999928474426}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-12773-0_13","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-12773-0_13","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.8026074767112732,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2963026768","https://openalex.org/W2963341956","https://openalex.org/W2966329817","https://openalex.org/W2979516084","https://openalex.org/W3035668167","https://openalex.org/W3036878841","https://openalex.org/W3099950029","https://openalex.org/W3111934536","https://openalex.org/W3156333129","https://openalex.org/W3182230372","https://openalex.org/W3199581707","https://openalex.org/W3216916209","https://openalex.org/W4205854889","https://openalex.org/W4296886339"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2026-01-02T00:00:00"}
