Enabling Public Security Text-Based Analytics: A Survey to Outline Research Directions DOI Open Access
Victor Diogho Heuer de Carvalho, Robério José Rogério dos Santos, Thyago Celso Cavalcante Nepomuceno

et al.

Published: March 1, 2024

Text mining is a technological trend often highlighted in the continuous exchange of information through interconnected media. Its applicability goes beyond private organizations, as public sector also requires it to treat textual regarding services offered. Within this scenario, security emerges prominent user text that seeks ensure construction data and knowledgebases support decision-making about law enforcement actions citizen welfare. The primary objectives article are: (i) develop survey identify applications, techniques, opportunities, challenges security, (ii) outline research directions concerning these topics provide insights so interested researchers can new studies. literature was searched within four databases: Scopus, IEEE Xplore, ACM Digital Library, Web Science. A filtering process applied extract works most aligned with target theme, resulting selection 194 relevant for review. There were identified nineteen key applications related recurrent techniques technologies reported between 2014 2021, supporting outlining three axes future directions: one possible expansion research; another on changes adaptations scopes methodological context; last expansions application scenarios based literature.

Language: Английский

Enabling Public Security Text-Based Analytics: A Survey to Outline Research Directions DOI Open Access
Victor Diogho Heuer de Carvalho, Robério José Rogério dos Santos, Thyago Celso Cavalcante Nepomuceno

et al.

Published: March 1, 2024

Text mining is a technological trend often highlighted in the continuous exchange of information through interconnected media. Its applicability goes beyond private organizations, as public sector also requires it to treat textual regarding services offered. Within this scenario, security emerges prominent user text that seeks ensure construction data and knowledgebases support decision-making about law enforcement actions citizen welfare. The primary objectives article are: (i) develop survey identify applications, techniques, opportunities, challenges security, (ii) outline research directions concerning these topics provide insights so interested researchers can new studies. literature was searched within four databases: Scopus, IEEE Xplore, ACM Digital Library, Web Science. A filtering process applied extract works most aligned with target theme, resulting selection 194 relevant for review. There were identified nineteen key applications related recurrent techniques technologies reported between 2014 2021, supporting outlining three axes future directions: one possible expansion research; another on changes adaptations scopes methodological context; last expansions application scenarios based literature.

Language: Английский

Citations

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