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Análisis de narrativas en línea sobre el empoderamiento de las mujeres sobrevivientes de las violencias basadas en género en Colombia con procesamiento de lenguaje natural

Author

Listed:
  • Susana Martínez-Restrepo
  • Lina Tafur
  • Juan G. Ocio
  • Caroline Brethenoux
  • Patrick Furey
  • Orlando Rivera

Abstract

Este estudio utiliza el Big Data y el procesamiento de lenguaje natural para entender 4,7 millones de narrativas en línea en Colombia sobre las violencias basadas en género sufridas por sobrevivientes y relacionadas con su proceso de empoderamiento. Este estudio realiza un análisis de sentimientos y de tópicos de las narrativas de las violencias basadas en género escritas en primera persona por las sobrevivientes en línea entre noviembre de 2016 y febrero de 2020. Esta metodología permite establecer los estados emocionales (Sentiment Drivers) para comprender aspectos centrales del proceso de empoderamiento (o la falta de este)según el marco de Kabeer.

Suggested Citation

  • Susana Martínez-Restrepo & Lina Tafur & Juan G. Ocio & Caroline Brethenoux & Patrick Furey & Orlando Rivera, 2021. "Análisis de narrativas en línea sobre el empoderamiento de las mujeres sobrevivientes de las violencias basadas en género en Colombia con procesamiento de lenguaje natural," Informes de Investigación 19664, Fedesarrollo.
    • Handle: RePEc:col:000124:019664
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    File URL: http://hdl.handle.net/11445/4178
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    More about this item

    Keywords

    Big Data; Mujeres; Violencia; Violencia Basada en Género; Género; Empoderamiento Económico; Colombia;
    All these keywords.

    JEL classification:

    • C55 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Large Data Sets: Modeling and Analysis
    • J12 - Labor and Demographic Economics - - Demographic Economics - - - Marriage; Marital Dissolution; Family Structure
    • J16 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Gender; Non-labor Discrimination
    • I38 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - Government Programs; Provision and Effects of Welfare Programs
    • D74 - Microeconomics - - Analysis of Collective Decision-Making - - - Conflict; Conflict Resolution; Alliances; Revolutions

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