A multi-input multi-label claims channeling system using insurance-based language models

Dimri, Anuj; Paul, Arindam; Girish, Deeptha; Lee, Peng; Afra, Sardar; Jakubowski, Andrew

doi:10.1016/j.eswa.2022.117166

Cited by 5 publications

(2 citation statements)

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“…The handling of unstructured data, with its inherent volume and diversity, calls for robust and sustainable data management practices, encompassing advanced analytical tools and enhanced data literacy among HR professionals to ensure ethical and responsible data usage [56,57]. Furthermore, the ethical sourcing and secure storage of unstructured data, particularly from public platforms, emphasize the need for privacy and security in sustainable HR practices [58].…”

Section: Diverse Data In Talent Managementmentioning

confidence: 99%

Fusing talent horizons: the transformative role of data integration in modern talent management

Asfahani

2024

Discov Sustain

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This study elucidates the transformative influence of data integration on talent management in the context of evolving technological paradigms, with a specific focus on sustainable practices in human resources. Historically anchored in societal norms and organizational culture, talent management has transitioned from traditional methodologies to harnessing diverse data sources, a shift that enhances sustainable HR strategies. By employing a narrative literature review, the research traces the trajectory of HR data sources, emphasizing the juxtaposition of structured and unstructured data. The digital transformation of HR is explored, not only highlighting the evolution of Human Resource Information Systems (HRIS) but also underscoring their role in promoting sustainable workforce management. The integration of advanced technologies such as machine learning and natural language processing is examined, reflecting on their impact on the efficiency and ecological aspects of HR practices. This paper not only underscores the imperative of balancing data-driven strategies with the quintessential human element of HR but also provides concrete examples demonstrating this balance in action for practitioners and scholars in sustainable human resources.

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Section: Diverse Data In Talent Managementmentioning

confidence: 99%

Fusing talent horizons: the transformative role of data integration in modern talent management

Asfahani

2024

Discov Sustain

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“…Além disso, a estrutura subjacente contém uma funcionalidade para resolução de problemas em tempo real no setor de seguros de automóveis. (DIMRI et al, 2022) Expert Systems with Applications…”

Section: Paquistão E Marrocosunclassified

Transformação digital e seguro: uma revisão sistemática da literatura

Barcelos,

Dos Santos

2023

R. G. Secr.

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A inteligência artificial tem se mostrado como a principal fonte de desenvolvimento e tecnologia para o mercado de trabalho atual. No setor dos seguros, percebe-se um grande investimento em IA na automatização dos processos e na relação on-line seguradora-cliente. Esta revisão sistemática teve como objetivo analisar a relação da transformação digital com o uso da inteligência artificial na área do seguro. Após duas chaves de busca aplicadas na plataforma Scopus, chegou-se ao número de 1.179 artigos, dos quais 71 entraram para análise após aplicados critérios de exclusão e inclusão. Os principais temas encontrados na área do seguro foram: uso da IA para detecção de fraude, como a IA influencia a seguridade dos riscos e o impacto da IA ao longo da cadeia de precificação. Estes achados podem ser uteis às empresas para escolha dos modelos de máquina, seleção de recursos, otimização de estratégias e qualificação de negócios.

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Automobile insurance fraud detection using data mining: A systematic literature review

Schrijver,

Sarmah,

El-hajj

2024

Intelligent Systems with Applications

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A multi-input multi-label claims channeling system using insurance-based language models

Cited by 5 publications

References 10 publications

Fusing talent horizons: the transformative role of data integration in modern talent management

Fusing talent horizons: the transformative role of data integration in modern talent management

Transformação digital e seguro: uma revisão sistemática da literatura

Automobile insurance fraud detection using data mining: A systematic literature review

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