American Sociological Association

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  1. CASM: A Deep-Learning Approach for Identifying Collective Action Events with Text and Image Data from Social Media

    Protest event analysis is an important method for the study of collective action and social movements and typically draws on traditional media reports as the data source. We introduce collective action from social media (CASM)—a system that uses convolutional neural networks on image data and recurrent neural networks with long short-term memory on text data in a two-stage classifier to identify social media posts about offline collective action. We implement CASM on Chinese social media data and identify more than 100,000 collective action events from 2010 to 2017 (CASM-China).
  2. Preventing Violence: Insights from Micro-Sociology

    Micro-sociology of violence looks at what happens in situations where people directly threaten violence, but only sometimes carry it out. This process and its turning points have become easier to see in the current era of visual data: cell-phone videos, long-distance telephoto lenses, CCTV cameras. New cues and instruments are on the horizon as we look at emotional signals, body rhythms, and monitors for body signs such as heart rate (a proxy for adrenaline level).
  3. Transitions in the Colonial Hudson Valley: Capitalist, Bulk Goods, and Braudelian

    A long debate about the American “transition to capitalism” was apparently settled via a rough consensus on the gradual prevalence of rural capitalism in the north; and that even small, subsistence-oriented farm households engaged in some market exchange, while market-oriented farm households engaged in some subsistence activities.
  4. Numbers, Narratives, and Nation: Mainstream News Coverage of U.S. Latino Population Growth, 1990–2010

    Ideologies that support racial domination and White supremacy remain foundational in U.S. society, even as the nation becomes increasingly diverse and progressively focused on quantitative measurement. This study explores how a prominent mainstream news outlet represents the growth of the nation’s second largest population, Latinos, within this changing demographic and numeric environment.
  5. Traveling across Racial Borders: TripAdvisor and the Discursive Strategies Businesses Use to Deny Racism

    Travel and leisure activities can bring many rewards, and yet for those deemed “racialized Others,” these same activities can be fraught with anxiety and tension. As in all aspects of society, racism mediates the rewards of travel and leisure. Decisions about when and how to confront racism are central in the lives of those considered racialized Others. Given a wish to de-escalate racist situations and respond later, some individuals are using online platforms to call out racism.
  6. Hillbillies, Genetic Pathology, and White Ignorance: Repackaging the Culture of Poverty within Color-blindness

    Leading up to and since the 2016 presidential election, a recurring theme focusing on poor whites’ role in carrying the Republican nominee to victory gained further credence with the popularity and wide readership of J. D. Vance’s Hillbilly Elegy. Peddling stereotypes of Appalachia as a white dystopia with a backward mountain culture, the memoir seemingly turned the use of culture-of-poverty arguments on whites themselves.