Maternidad en Perú a través del uso del Sentimient Analysis en Facebook

Seperak-Viera, Rosa; Cerellino, LP; Ochoa-Luna, JE; Basauri, AP Torres-Valer; Cáceres, CM Dianderas

doi:10.4185/rlcs-2019-1370

Cited by 4 publications

(3 citation statements)

References 8 publications

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“…“Family planning” and fertility control are dominant in Peru through “compulsory motherhood” and the discourse that it is always a “blessing” (Seperak Viera et al., 2019 ). Gender relations in Peru are heavily determined by Catholicism and the idea of marianismo , the feminine ideal that emphasizes the importance of motherhood, submissiveness, and martyrdom for one's family (Boesten, 2010 ).…”

Section: Abortion Good Motherhood and The Fetishization Of The Fetusmentioning

confidence: 99%

Reproductive justice and the Figure of the Child: The multiple harms of forced sterilization and abortion in Peru

Chaparro‐Buitrago,

Freeman

2023

Feminist Anthropology

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We argue that discourses around forced sterilization and abortion restrictions too often focus on motherhood and fertility and ignore the multiple other harms they bring. To do this, we travel with the North American framework of reproductive justice (RJ) to think through experiences of (non)reproduction in Peru and consider its analytic possibilities. In this intervention, we wish to focus on the commonality between RJ's three tenets: the figure of the child and its analytic force. We argue that while the aim of the RJ framework is not to reify fetuses and children at the expense of adults nor to reinforce a pronatalist position, the fact that the tenets are formulated around children means that, when mobilized for political or analytical purposes, they can reinforce repronormative mandates. We use the examples of forced sterilization and abortion in Peru to consider the issues this figuration of the child brings into being and the landscape of meaning it produces.

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Section: Abortion Good Motherhood and The Fetishization Of The Fetusmentioning

confidence: 99%

Reproductive justice and the Figure of the Child: The multiple harms of forced sterilization and abortion in Peru

Chaparro‐Buitrago,

Freeman

2023

Feminist Anthropology

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“…Por ejemplo, las movilizaciones de "El tren de la libertad" en España, en protesta contra la propuesta del gobierno conservador de cambiar la ley sobre el aborto en 2014, fueron extremadamente importantes. Desde entonces, el número de asociaciones feministas de todo tipo ha ido aumentando de forma constante (Etura, Martín & Ballesteros, 2019;Gallur & García, 2019;De-Miguel, Parratt & Berganza, 2019;Mojica, Espinel & Botero, 2019;Seperak et al, 2019).…”

Section: Cuestiones Teóricas: Movilización Feminista Y Violencia Sexualunclassified

Cultura y movilización social contra la violencia sexual a través de Twitter: el caso del fallo judicial "#LaManada" en España

Rodal

Priego

Castillo

2021

RLCS

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Introducción. Este artículo analiza la difusión de tuits críticos de uno de los fallos judiciales más controvertidos y ampliamente publicitados en la historia española, que determinó que un grupo de hombres era culpable de abuso en lugar del delito de violación más grave, en 2018. Metodología. El estudio utilizó un método mixto de enfoque cuantitativo y cualitativo, con un corpus para el análisis de 73.904 tuits. Resultados. Del número total de tuits obtenidos, 49.886 (67,5%) fueron retuits, mientras que el otro 32,5% fueron mensajes originales con o sin menciones de otros usuarios y respuestas a otros tuits. Conclusiones. Las conclusiones que se extraen son que Twitter ha llegado a ser reconocida como la red social para expresar indignación política y que las protestas sociales en la red están asociadas con procesos de militancia y movimiento feminista. El anonimato en estas plataformas tiende a ser visto como una oportunidad para expresar libremente ideas y opiniones que, de otro modo, serían imposibles de difundir.

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“…Furthermore, Viera et al [23] sought to understand opinions about motherhood using comments posted on Peru fan pages on Facebook as source data. They adopted the MLbased approach to train a Conditional Random Fields (CRF) model to classify comments into either positive or negative sentiment polarity.…”

Section: Related Workmentioning

confidence: 99%

“I Tried to Breastfeed but…”: Exploring Factors Influencing Breastfeeding Behaviours Based on Tweets Using Machine Learning and Thematic Analysis

2021

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Social media is a growing platform for health-related discourse, opinion and experience sharing, including breastfeeding. For instance, nursing mothers share their personal experiences and opinions about breastfeeding on social networks, such as Facebook and Twitter. Unravelling the sentiments behind these experiences will promote adequate knowledge of many challenges, benefits, and factors influencing breastfeeding behaviours. To achieve this, we mine breastfeeding-related tweets and then perform sentiment analysis of the tweets using lexicon-based and machine learning (ML) techniques with the aim of detecting their sentiment polarity (i.e., positive or negative). Specifically, we implement and compare four lexicon-based sentiment classifiers, as well as five ML-based classifiers. Our results show that VADER-EXT (our extended version of VADER) performed best with an overall F1-score of 82.4%, compared to the other lexicon-based classifiers. On the other hand, Support Vector Machine (SVM) outperformed the other four ML-based classifiers with an overall F1-score of 73.7%. The overall best performing classifier is then used in determining the sentiment polarity of tweets. Next, we conduct thematic analysis of both positive and negative tweets to identify the factors influencing breastfeeding behaviours either positively or negatively. Our findings reveal various health-related factors (such as lactational issues, medical issues, and nutritional issues), social factors, psychological factors, and situational factors affecting breastfeeding behaviours negatively. Also, perceived benefits, maternal selfefficacy, social support, and education and training support emerged as the positive factors influencing breastfeeding behaviours. Finally, we reflect on our findings and recommend interventions that address the negative factors to promote positive breastfeeding behaviours.

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Maternidad en Perú a través del uso del Sentimient Analysis en Facebook

Cited by 4 publications

References 8 publications

Reproductive justice and the Figure of the Child: The multiple harms of forced sterilization and abortion in Peru

Reproductive justice and the Figure of the Child: The multiple harms of forced sterilization and abortion in Peru

Cultura y movilización social contra la violencia sexual a través de Twitter: el caso del fallo judicial "#LaManada" en España

“I Tried to Breastfeed but…”: Exploring Factors Influencing Breastfeeding Behaviours Based on Tweets Using Machine Learning and Thematic Analysis

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