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  1. 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).
  2. 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).
  3. Collective Social Identity: Synthesizing Identity Theory and Social Identity Theory Using Digital Data

    Identity theory (IT) and social identity theory (SIT) are eminent research programs from sociology and psychology, respectively. We test collective identity as a point of convergence between the two programs. Collective identity is a subtheory of SIT that pertains to activist identification. Collective identity maps closely onto identity theory’s group/social identity, which refers to identification with socially situated identity categories. We propose conceptualizing collective identity as a type of group/social identity, integrating activist collectives into the identity theory model.
  4. Trouble in Tech Paradise

    The structures of the tech industry, with its dependence on highly skilled immigrant workers, and the H-1B visa, with its dependence on sponsoring companies, bind tech workers in a cycle of legal violence.

  5. Are Robots Stealing Our Jobs?

    The media and popular business press often invoke narratives that reflect widespread anxiety that robots may be rendering humans obsolete in the workplace. However, upon closer examination, many argue that automation, including robotics and artificial intelligence, is spreading unevenly throughout the labor market, such that middle-skill occupations that do not require a college degree are more likely to be affected adversely because they are easier to automate than high-skill occupations.

  6. Urban Redevelopment, Cultural Philanthropy and the Commodification of Artistic Authenticity in Toronto

    This article offers a multiscalar, sociohistoric account of the spatial struggles of Toronto artists from 1970 until the present to secure affordable living and work space downtown that foregrounds the contemporary role of the cultural philanthropist‐developer. It argues that the cultural capital of artists to identify and embody authenticity facilitated temporary spatial claims that supported the development of a local art scene on Queen Street West, but one that became dependent upon, yet vulnerable to, the sociospatial unevenness of cultural philanthropy.

  7. On the Enactment of Roundabout Art: A Praxeological Analysis

    The growth in the use of roundabouts to regulate traffic in many European countries has been accompanied for some years now by the planned use of their central islands. With the enactment of roundabout art, a new art form has established itself in the public space. Cities and regions that make use of such deployments generally do so for urban branding and community identity building purposes.

  8. Elusive Events

    The purpose of What Is an Event? by Robin Wagner-Pacifici is to “build a model for the analysis of events in general” (p. 3). To this end, it develops an “analytical apparatus, termed political semiosis,” the “basic features” of which are “performatives, demonstratives, and representations” (Chapter 1). At the forefront of this endeavor is the attempt to understand how “events take shape” (pp. 10, 83, 91, 109, 140) given the “grounds from which they erupt” (p. 48) and the “ruptures” that set them off (p. 105).
  9. Who Counts as a Notable Sociologist on Wikipedia? Gender, Race, and the “Professor Test”

    This paper documents and estimates the extent of underrepresentation of women and people of color on the pages of Wikipedia devoted to contemporary American sociologists. In contrast to the demographic diversity of the discipline, sociologists represented on Wikipedia are largely white men. The gender and racial/ethnic gaps in likelihood of representation have exhibited little change over time. Using novel data, we estimate the “risk” of having a Wikipedia page for a sample of contemporary sociologists.
  10. The Life Cycle of a Cultural Object

    The study of books, as cultural objects and media of communication, has long lagged in sociology. Consistent with popular prognostications about the demise of print, books have been treated as the stodgy relics of eras past, gradually being replaced by electronic media and unable to tell us much about contemporary processes of cultural production, reproduction, and change.