Counting Feminicide

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Counting Feminicide

Author : Catherine D'Ignazio
Publisher : MIT Press
ISBN 13 : 0262048876
Total Pages : 392 pages
Book Rating : 4.2/5 (62 download)

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Book Synopsis Counting Feminicide by : Catherine D'Ignazio

Download or read book Counting Feminicide written by Catherine D'Ignazio and published by MIT Press. This book was released on 2024-04-30 with total page 392 pages. Available in PDF, EPUB and Kindle. Book excerpt: Why grassroots data activists in Latin America count feminicide—and how this vital social justice work challenges mainstream data science. What isn’t counted doesn’t count. And mainstream institutions systematically fail to account for feminicide, the gender-related killing of women and girls, including cisgender and transgender women. Against this failure, Counting Feminicide brings to the fore the work of data activists across the Americas who are documenting such murders—and challenging the reigning logic of data science by centering care, memory, and justice in their work. Drawing on Data Against Feminicide, a large-scale collaborative research project, Catherine D’Ignazio describes the creative, intellectual, and emotional labor of feminicide data activists who are at the forefront of a data ethics that rigorously and consistently takes power and people into account. Individuals, researchers, and journalists—these data activists scour news sources to assemble spreadsheets and databases of women killed by gender-related violence, then circulate those data in a variety of creative and political forms. Their work reveals the potential of restorative/transformative data science—the use of systematic information to, first, heal communities from the violence and trauma produced by structural inequality and, second, envision and work toward the world in which such violence has been eliminated. Specifically, D’Ignazio explores the possibilities and limitations of counting and quantification—reducing complex social phenomena to convenient, sortable, aggregable forms—when the goal is nothing short of the elimination of gender-related violence. Counting Feminicide showcases the incredible power of data feminism in practice, in which each murdered woman or girl counts, and, in being counted, joins a collective demand for the restoration of rights and a transformation of the gendered order of the world.

Data Feminism

Author : Catherine D'Ignazio
Publisher : MIT Press
ISBN 13 : 0262358530
Total Pages : 328 pages
Book Rating : 4.2/5 (623 download)

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Book Synopsis Data Feminism by : Catherine D'Ignazio

Download or read book Data Feminism written by Catherine D'Ignazio and published by MIT Press. This book was released on 2020-03-31 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt: A new way of thinking about data science and data ethics that is informed by the ideas of intersectional feminism. Today, data science is a form of power. It has been used to expose injustice, improve health outcomes, and topple governments. But it has also been used to discriminate, police, and surveil. This potential for good, on the one hand, and harm, on the other, makes it essential to ask: Data science by whom? Data science for whom? Data science with whose interests in mind? The narratives around big data and data science are overwhelmingly white, male, and techno-heroic. In Data Feminism, Catherine D'Ignazio and Lauren Klein present a new way of thinking about data science and data ethics—one that is informed by intersectional feminist thought. Illustrating data feminism in action, D'Ignazio and Klein show how challenges to the male/female binary can help challenge other hierarchical (and empirically wrong) classification systems. They explain how, for example, an understanding of emotion can expand our ideas about effective data visualization, and how the concept of invisible labor can expose the significant human efforts required by our automated systems. And they show why the data never, ever “speak for themselves.” Data Feminism offers strategies for data scientists seeking to learn how feminism can help them work toward justice, and for feminists who want to focus their efforts on the growing field of data science. But Data Feminism is about much more than gender. It is about power, about who has it and who doesn't, and about how those differentials of power can be challenged and changed.

The Routledge International Handbook on Femicide and Feminicide

Author : Myrna Dawson
Publisher : Taylor & Francis
ISBN 13 : 1000869466
Total Pages : 736 pages
Book Rating : 4.0/5 (8 download)

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Book Synopsis The Routledge International Handbook on Femicide and Feminicide by : Myrna Dawson

Download or read book The Routledge International Handbook on Femicide and Feminicide written by Myrna Dawson and published by Taylor & Francis. This book was released on 2023-05-31 with total page 736 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume explores in depth femicide and feminicide, bringing together our current knowledge on this phenomenon and its prevention. No country is free from femicide/feminicide, which represents the tip of the iceberg in male violence against women and girls. Therefore, it is crucial and timely to better understand how states and their citizens are experiencing and responding to femicide/feminicide globally. Through the work of internationally recognised feminist and grassroots activists, researchers, and academics from around the world, this handbook offers the first in-depth, global examination of the growing social movement to address femicide and feminicide. It includes the current state of knowledge and the prevalence of femicide/feminicide and its characteristics across countries and world regions, as well as the social and legal responses to these killings. The contributions contained here look at the accomplishments of the past four decades, ongoing challenges, and current and future priorities to identify where we need to go from here to prevent femicide/feminicide specifically and male violence against women and girls overall. This transnational, multidisciplinary, cross-sectoral handbook will contribute to research, policy, and practice globally at a time when it is needed the most. It brings a visible, global focus to the growing concern about femicide/feminicide, underscoring the importance of adopting a human rights framework in working towards its prevention, in an increasingly unstable global world for women and girls.

Towards a Global Femicide Index

Author : Sandra Walklate
Publisher : Routledge
ISBN 13 : 9781032176079
Total Pages : 120 pages
Book Rating : 4.1/5 (76 download)

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Book Synopsis Towards a Global Femicide Index by : Sandra Walklate

Download or read book Towards a Global Femicide Index written by Sandra Walklate and published by Routledge. This book was released on 2021-09-30 with total page 120 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book considers the need for and the steps to be taken towards creating a meaningful framework for a global index of women's deaths from intimate partner violence.

Towards a Global Femicide Index

Author : Sandra Walklate
Publisher : Routledge
ISBN 13 : 0429647247
Total Pages : 96 pages
Book Rating : 4.4/5 (296 download)

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Book Synopsis Towards a Global Femicide Index by : Sandra Walklate

Download or read book Towards a Global Femicide Index written by Sandra Walklate and published by Routledge. This book was released on 2019-12-16 with total page 96 pages. Available in PDF, EPUB and Kindle. Book excerpt: Increasingly there is global attention on the prevalence of women’s deaths resulting from intimate partner violence. Campaigns such as ‘Counting Dead Women’ in Australia, the ‘Femicide Census’ in England, the Canadian Femicide Observatory, and the emergence of family violence death review teams globally, build on the work of agencies such as the United Nations and the World Health Organisation, highlighting the fatal consequences of intimate partner violence for women around the world. This book considers the need for and the steps to be taken towards creating a meaningful framework for a global index of women’s deaths from intimate partner violence. While there are global indices for deaths that relate to public violence, such as terrorism, there is to date no systematic global count of killings of women by their intimate partners. It considers the possibilities and challenges that arise in counting intimate femicide. It argues that such an exercise needs to avoid narrow empiricism and instead be part of a broader feminist political project aimed at ending violence against women. This work will be of great interest to students and scholars of criminology, sociology, law, policing, and politics.

Femicide across Europe

Author : Weil, Shalva
Publisher : Policy Press
ISBN 13 : 1447347137
Total Pages : 200 pages
Book Rating : 4.4/5 (473 download)

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Book Synopsis Femicide across Europe by : Weil, Shalva

Download or read book Femicide across Europe written by Weil, Shalva and published by Policy Press. This book was released on 2018-10-24 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt: Available Open Access under CC-BY-NC licence. Femicide, the killing of women and girls because of their gender, was until recently included in the category ‘homicide’, obscuring the special features of this social and gendered phenomenon. However, the majority of murders of women are perpetrated by men whom they know from family ties and are the result of intimate partner violence or so-called 'honour' killings. This book is the first one on femicide in Europe and presents the findings of a four-year project discussing various aspects of femicide. Written by leading international scholars with an interdiscplinary perspective, it looks at the prevention programmes and comparative quantitative and qualitative data collection, as well as the impact of culture. It proposes the establishment of a European Observatory on Femicide as a new direction for the future, showing the benefits of cross-national collaboration, united to prevent the murder of women and girls.

Terrorizing Women

Author : Rosa-Linda Fregoso
Publisher : Duke University Press Books
ISBN 13 : 9780822346692
Total Pages : 416 pages
Book Rating : 4.3/5 (466 download)

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Book Synopsis Terrorizing Women by : Rosa-Linda Fregoso

Download or read book Terrorizing Women written by Rosa-Linda Fregoso and published by Duke University Press Books. This book was released on 2010-06-18 with total page 416 pages. Available in PDF, EPUB and Kindle. Book excerpt: More than 600 women and girls have been murdered and more than 1,000 have disappeared in the Mexican state of Chihuahua since 1993. Violence against women has increased throughout Mexico and in other countries, including Argentina, Costa Rica, Guatemala, and Peru. Law enforcement officials have often failed or refused to undertake investigations and prosecutions, creating a climate of impunity for perpetrators and denying truth and justice to survivors of violence and victims’ relatives. Terrorizing Women is an impassioned yet rigorously analytical response to the escalation in violence against women in Latin America during the past two decades. It is part of a feminist effort to categorize violence rooted in gendered power structures as a violation of human rights. The analytical framework of feminicide is crucial to that effort, as the editors explain in their introduction. They define feminicide as gender-based violence that implicates both the state (directly or indirectly) and individual perpetrators. It is structural violence rooted in social, political, economic, and cultural inequalities. Terrorizing Women brings together essays by feminist and human rights activists, attorneys, and scholars from Latin America and the United States, as well as testimonios by relatives of women who were disappeared or murdered. In addition to investigating egregious violations of women’s human rights, the contributors consider feminicide in relation to neoliberal economic policies, the violent legacies of military regimes, and the sexual fetishization of women’s bodies. They suggest strategies for confronting feminicide; propose legal, political, and social routes for redressing injustices; and track alternative remedies generated by the communities affected by gender-based violence. In a photo essay portraying the justice movement in Chihuahua, relatives of disappeared and murdered women bear witness to feminicide and demand accountability. Contributors: Pascha Bueno-Hansen, Adriana Carmona López, Ana Carcedo Cabañas, Jennifer Casey, Lucha Castro Rodríguez , Angélica Cházaro, Rebecca Coplan, Héctor Domínguez-Ruvalcaba, Marta Fontenla, Alma Gomez Caballero, Christina Iturralde, Marcela Lagarde y de los Ríos, Julia Estela Monárrez Fragoso, Hilda Morales Trujillo, Mercedes Olivera, Patricia Ravelo Blancas, Katherine Ruhl, Montserrat Sagot, Rita Laura Segato, Alicia Schmidt Camacho, William Paul Simmons, Deborah M. Weissman, Melissa W. Wright

Contesting Femicide

Author : Adrian Howe
Publisher : Routledge
ISBN 13 : 1351068024
Total Pages : 221 pages
Book Rating : 4.3/5 (51 download)

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Book Synopsis Contesting Femicide by : Adrian Howe

Download or read book Contesting Femicide written by Adrian Howe and published by Routledge. This book was released on 2018-09-03 with total page 221 pages. Available in PDF, EPUB and Kindle. Book excerpt: Focusing on femicide, this book provides a contemporary re-evaluation of Carol Smart’s innovative approach to the law question as first outlined in her ground-breaking book, Feminism and the Power of Law (Routledge 1989). Smart advocated turning to the legal domain not so much for demanding law reforms as construing it as a site on which to contest gender and more particularly, gendered constructions of women’s experiences. Over the last 30 to 40 years, feminist law scholars and activists have launched scathing trans-jurisdictional critiques of the operation of provocation defences in hundreds of femicide cases. The evidence unearthed by feminist scholars that these defences operate in profoundly sexed ways is unequivocal. Accordingly, femicide cases have become critically important sites for feminist engagement and intervention across numerous jurisdictions. Exploring an area of criminal law that was not one of Smart’s own focal concerns, this book both honours and extends Smart’s work by approaching femicide as a site of engagement and counter-discourse that calls into question hegemonic representations of gendered relationships. Femicide cases thus provide a way to continue the endlessly valuable discursive work Smart advocated and practised in other fields of law: both in articulating alternative accounts of gendered relationships and in challenging law’s power to disqualify women’s experiences of violence while privileging men’s feelings and rights.

Feminicide and Global Accumulation

Author : Silvia Federici
Publisher :
ISBN 13 : 9781942173441
Total Pages : 240 pages
Book Rating : 4.1/5 (734 download)

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Book Synopsis Feminicide and Global Accumulation by : Silvia Federici

Download or read book Feminicide and Global Accumulation written by Silvia Federici and published by . This book was released on 2021 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt: The global struggles against racism, capitalism, and patriarchy revealed by the Black and Indigneous women and trans communities leading its resistance.

A Dictionary of Gender Studies

Author : Gabriele Griffin
Publisher : Oxford University Press
ISBN 13 : 0192534661
Total Pages : 228 pages
Book Rating : 4.1/5 (925 download)

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Book Synopsis A Dictionary of Gender Studies by : Gabriele Griffin

Download or read book A Dictionary of Gender Studies written by Gabriele Griffin and published by Oxford University Press. This book was released on 2017-07-13 with total page 228 pages. Available in PDF, EPUB and Kindle. Book excerpt: This new dictionary provides clear and accessible definitions of a range of terms from within the fast-developing field of gender studies. It covers terms which have emerged out of gender studies, such as cyber feminism, double burden, and male gaze, and gender-focused definitions of more general terms, such as housework, intersectionality, and trolling, It also covers major historical figures including Hélène Cixous, bell hooks, Mary Wollstonecraft, as well as groups and movements from votes for women to Reclaim the Night. It is an invaluable reference resource for students taking gender studies courses, at undergraduate or postgraduate level, and for those applying a gender perspective within other subject areas.

Making a Killing

Author : Alicia Gaspar de Alba
Publisher : University of Texas Press
ISBN 13 : 029272277X
Total Pages : 329 pages
Book Rating : 4.2/5 (927 download)

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Book Synopsis Making a Killing by : Alicia Gaspar de Alba

Download or read book Making a Killing written by Alicia Gaspar de Alba and published by University of Texas Press. This book was released on 2010-11-01 with total page 329 pages. Available in PDF, EPUB and Kindle. Book excerpt: Since 1993, more than five hundred women and girls have been murdered in Ciudad Juárez across the border from El Paso, Texas. At least a third have been sexually violated and mutilated as well. Thousands more have been reported missing and remain unaccounted for. The crimes have been poorly investigated and have gone unpunished and unresolved by Mexican authorities, thus creating an epidemic of misogynist violence on an increasingly globalized U.S.-Mexico border. This book, the first anthology to focus exclusively on the Juárez femicides, as the crimes have come to be known, compiles several different scholarly "interventions" from diverse perspectives, including feminism, Marxism, critical race theory, semiotics, and textual analysis. Editor Alicia Gaspar de Alba shapes a multidisciplinary analytical framework for considering the interconnections between gender, violence, and the U.S.-Mexico border. The essays examine the social and cultural conditions that have led to the heinous victimization of women on the border—from globalization, free trade agreements, exploitative maquiladora working conditions, and border politics, to the sexist attitudes that pervade the social discourse about the victims. The book also explores the evolving social movement that has been created by NGOs, mothers' organizing efforts, and other grassroots forms of activism related to the crimes. Contributors include U.S. and Mexican scholars and activists, as well as personal testimonies of two mothers of femicide victims.

Designing Motherhood

Author : Michelle Millar Fisher
Publisher : MIT Press
ISBN 13 : 0262044897
Total Pages : 345 pages
Book Rating : 4.2/5 (62 download)

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Book Synopsis Designing Motherhood by : Michelle Millar Fisher

Download or read book Designing Motherhood written by Michelle Millar Fisher and published by MIT Press. This book was released on 2021-09-14 with total page 345 pages. Available in PDF, EPUB and Kindle. Book excerpt: More than eighty designs--iconic, archaic, quotidian, and taboo--that have defined the arc of human reproduction. While birth often brings great joy, making babies is a knotty enterprise. The designed objects that surround us when it comes to menstruation, birth control, conception, pregnancy, childbirth, and early motherhood vary as oddly, messily, and dramatically as the stereotypes suggest. This smart, image-rich, fashion-forward, and design-driven book explores more than eighty designs--iconic, conceptual, archaic, titillating, emotionally charged, or just plain strange--that have defined the relationships between people and babies during the past century. Each object tells a story. In striking images and engaging text, Designing Motherhood unfolds the compelling design histories and real-world uses of the objects that shape our reproductive experiences. The authors investigate the baby carrier, from the Snugli to BabyBjörn, and the (re)discovery of the varied traditions of baby wearing; the tie-waist skirt, famously worn by a pregnant Lucille Ball on I Love Lucy, and essential for camouflaging and slowly normalizing a public pregnancy; the home pregnancy kit, and its threat to the authority of male gynecologists; and more. Memorable images--including historical ads, found photos, and drawings--illustrate the crucial role design and material culture plays throughout the arc of human reproduction. The book features a prologue by Erica Chidi and a foreword by Alexandra Lange. Contributors Luz Argueta-Vogel, Zara Arshad, Nefertiti Austin, Juliana Rowen Barton, Lindsey Beal, Thomas Beatie, Caitlin Beach, Maricela Becerra, Joan E. Biren, Megan Brandow-Faller, Khiara M. Bridges, Heather DeWolf Bowser, Sophie Cavoulacos, Meegan Daigler, Anna Dhody, Christine Dodson, Henrike Dreier, Adam Dubrowski, Michelle Millar Fisher, Claire Dion Fletcher, Tekara Gainey, Lucy Gallun, Angela Garbes, Judy S. Gelles, Shoshana Batya Greenwald, Robert D. Hicks, Porsche Holland, Andrea Homer-Macdonald, Alexis Hope, Malika Kashyap, Karen Kleiman, Natalie Lira, Devorah L Marrus, Jessica Martucci, Sascha Mayer, Betsy Joslyn Mitchell, Ginger Mitchell, Mark Mitchell, Aidan O’Connor, Lauren Downing Peters, Nicole Pihema, Alice Rawsthorn, Helen Barchilon Redman, Airyka Rockefeller, Julie Rodelli, Raphaela Rosella, Loretta J. Ross, Ofelia Pérez Ruiz, Hannah Ryan, Karin Satrom, Tae Smith, Orkan Telhan, Stephanie Tillman, Sandra Oyarzo Torres, Malika Verma, Erin Weisbart, Deb Willis, Carmen Winant, Brendan Winick, Flaura Koplin Winston

Cultural Representations of Feminicidio at the US-Mexico Border

Author : Nuala Finnegan
Publisher : Routledge
ISBN 13 : 1351058819
Total Pages : 311 pages
Book Rating : 4.3/5 (51 download)

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Book Synopsis Cultural Representations of Feminicidio at the US-Mexico Border by : Nuala Finnegan

Download or read book Cultural Representations of Feminicidio at the US-Mexico Border written by Nuala Finnegan and published by Routledge. This book was released on 2018-07-18 with total page 311 pages. Available in PDF, EPUB and Kindle. Book excerpt: Since the early 1990s, the repeated murders of women from Ciudad Juárez, Mexico have become something of a global cause célèbre. Cultural Representations of Feminicidio at the US-Mexico Border examines creative responses to these acts of violence. It reveals how theatre, art, film, fiction and other popular cultural forms seek to remember and mourn the female victims of violent death in the city at the same time as they interrogate the political, legal and societal structures that produce the crimes. Different chapters examine the varying art forms to engage with Ciudad Juárez’s feminicidal wave. Finnegan discusses Àlex Rigola’s theatrical adaptation of Roberto Bolaño’s novel 2666 by Teatre Lliure in Barcelona as well as painting about the victims of feminicidio by Irish painter Brian Maguire. There is analysis of documentary film about Ciudad Juárez, including Lourdes Portillo’s acclaimed Señorita Extraviada (2001). The final chapter turns its attention to writing about feminicide and examines testimonial and crime fiction narratives like the mystery novel Desert Blood: The Juárez Murders by Alicia Gaspar de Alba, among other examples. By drawing on a range of artistic responses to the murders in Ciudad Juárez, Cultural Representations of Feminicidio at the US-Mexico Border shows how art, film, theatre and fiction can unsettle official narratives about the crimes and undo the static paradigms that are frequently used to interpret them.

Building the New Economy

Author : Alex Pentland
Publisher : MIT Press
ISBN 13 : 026254315X
Total Pages : 475 pages
Book Rating : 4.2/5 (625 download)

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Book Synopsis Building the New Economy by : Alex Pentland

Download or read book Building the New Economy written by Alex Pentland and published by MIT Press. This book was released on 2021-10-12 with total page 475 pages. Available in PDF, EPUB and Kindle. Book excerpt: How to empower people and communities with user-centric data ownership, transparent and accountable algorithms, and secure digital transaction systems. Data is now central to the economy, government, and health systems—so why are data and the AI systems that interpret the data in the hands of so few people? Building the New Economy calls for us to reinvent the ways that data and artificial intelligence are used in civic and government systems. Arguing that we need to think about data as a new type of capital, the authors show that the use of data trusts and distributed ledgers can empower people and communities with user-centric data ownership, transparent and accountable algorithms, machine learning fairness principles and methodologies, and secure digital transaction systems. It’s well known that social media generate disinformation and that mobile phone tracking apps threaten privacy. But these same technologies may also enable the creation of more agile systems in which power and decision-making are distributed among stakeholders rather than concentrated in a few hands. Offering both big ideas and detailed blueprints, the authors describe such key building blocks as data cooperatives, tokenized funding mechanisms, and tradecoin architecture. They also discuss technical issues, including how to build an ecosystem of trusted data, the implementation of digital currencies, and interoperability, and consider the evolution of computational law systems.

Transforming State Responses to Feminicide

Author : Fiona Macaulay
Publisher : Emerald Group Publishing
ISBN 13 : 1800715676
Total Pages : 147 pages
Book Rating : 4.8/5 (7 download)

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Book Synopsis Transforming State Responses to Feminicide by : Fiona Macaulay

Download or read book Transforming State Responses to Feminicide written by Fiona Macaulay and published by Emerald Group Publishing. This book was released on 2021-04-21 with total page 147 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a new, positive story from Latin America by tracing the transformation of state responses to feminicide in Brazil. It is the first single country study to examine how action by the women's movement has resulted in significant improvements in the investigation, prosecution and prevention of domestic violence and feminicide.

How Artifacts Afford

Author : Jenny L. Davis
Publisher : MIT Press
ISBN 13 : 0262044110
Total Pages : 210 pages
Book Rating : 4.2/5 (62 download)

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Book Synopsis How Artifacts Afford by : Jenny L. Davis

Download or read book How Artifacts Afford written by Jenny L. Davis and published by MIT Press. This book was released on 2020-08-11 with total page 210 pages. Available in PDF, EPUB and Kindle. Book excerpt: A conceptual update of affordance theory that introduces the mechanisms and conditions framework, providing a vocabulary and critical perspective. Technological affordances mediate between the features of a technology and the outcomes of engagement with that technology. The concept of affordances, which migrated from psychology to design with Donald Norman's influential 1988 book, The Design of Everyday Things, offers a useful analytical tool in technology studies—but, Jenny Davis argues in How Artifacts Afford, it is in need of a conceptual update. Davis provides just such an update, introducing the mechanisms and conditions framework, which offers both a vocabulary and necessary critical perspective for affordance analyses. The mechanisms and conditions framework shifts the question from what objects afford to how objects afford, for whom, and under what circumstances. Davis shows that through this framework, analyses can account for the power and politics of technological artifacts. She situates the framework within a critical approach that views technology as materialized action. She explains how request, demand, encourage, discourage, refuse, and allow are mechanisms of affordance, and shows how these mechanisms take shape through variable conditions—perception, dexterity, and cultural and institutional legitimacy. Putting the framework into action, Davis identifies existing methodological approaches that complement it, including critical technocultural discourse analysis (CTDA), app feature analysis, and adversarial design. In today's rapidly changing sociotechnical landscape, the stakes of affordance analyses are high. Davis's mechanisms and conditions framework offers a timely theoretical reboot, providing tools for the crucial tasks of both analysis and design.

Human-Centered Data Science

Author : Cecilia Aragon
Publisher : MIT Press
ISBN 13 : 0262367599
Total Pages : 201 pages
Book Rating : 4.2/5 (623 download)

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Book Synopsis Human-Centered Data Science by : Cecilia Aragon

Download or read book Human-Centered Data Science written by Cecilia Aragon and published by MIT Press. This book was released on 2022-03-01 with total page 201 pages. Available in PDF, EPUB and Kindle. Book excerpt: Best practices for addressing the bias and inequality that may result from the automated collection, analysis, and distribution of large datasets. Human-centered data science is a new interdisciplinary field that draws from human-computer interaction, social science, statistics, and computational techniques. This book, written by founders of the field, introduces best practices for addressing the bias and inequality that may result from the automated collection, analysis, and distribution of very large datasets. It offers a brief and accessible overview of many common statistical and algorithmic data science techniques, explains human-centered approaches to data science problems, and presents practical guidelines and real-world case studies to help readers apply these methods. The authors explain how data scientists’ choices are involved at every stage of the data science workflow—and show how a human-centered approach can enhance each one, by making the process more transparent, asking questions, and considering the social context of the data. They describe how tools from social science might be incorporated into data science practices, discuss different types of collaboration, and consider data storytelling through visualization. The book shows that data science practitioners can build rigorous and ethical algorithms and design projects that use cutting-edge computational tools and address social concerns.