Cultural Analytics

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Publisher : MIT Press
ISBN 13 : 0262360632
Total Pages : 332 pages
Book Rating : 4.2/5 (623 download)

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Book Synopsis Cultural Analytics by : Lev Manovich

Download or read book Cultural Analytics written by Lev Manovich and published by MIT Press. This book was released on 2020-10-20 with total page 332 pages. Available in PDF, EPUB and Kindle. Book excerpt: A book at the intersection of data science and media studies, presenting concepts and methods for computational analysis of cultural data. How can we see a billion images? What analytical methods can we bring to bear on the astonishing scale of digital culture--the billions of photographs shared on social media every day, the hundreds of millions of songs created by twenty million musicians on Soundcloud, the content of four billion Pinterest boards? In Cultural Analytics, Lev Manovich presents concepts and methods for computational analysis of cultural data. Drawing on more than a decade of research and projects from his own lab, Manovich offers a gentle, nontechnical introduction to the core ideas of data analytics and discusses the ways that our society uses data and algorithms.

Cultural Analytics

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Author :
Publisher : MIT Press
ISBN 13 : 0262037106
Total Pages : 332 pages
Book Rating : 4.2/5 (62 download)

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Book Synopsis Cultural Analytics by : Lev Manovich

Download or read book Cultural Analytics written by Lev Manovich and published by MIT Press. This book was released on 2020-10-20 with total page 332 pages. Available in PDF, EPUB and Kindle. Book excerpt: A book at the intersection of data science and media studies, presenting concepts and methods for computational analysis of cultural data. How can we see a billion images? What analytical methods can we bring to bear on the astonishing scale of digital culture--the billions of photographs shared on social media every day, the hundreds of millions of songs created by twenty million musicians on Soundcloud, the content of four billion Pinterest boards? In Cultural Analytics, Lev Manovich presents concepts and methods for computational analysis of cultural data. Drawing on more than a decade of research and projects from his own lab, Manovich offers a gentle, nontechnical introduction to the core ideas of data analytics and discusses the ways that our society uses data and algorithms.

Data Analytics for Cultural Heritage

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Author :
Publisher : Springer Nature
ISBN 13 : 3030667774
Total Pages : 288 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Data Analytics for Cultural Heritage by : Abdelhak Belhi

Download or read book Data Analytics for Cultural Heritage written by Abdelhak Belhi and published by Springer Nature. This book was released on 2021-03-25 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book considers the challenges related to the effective implementation of artificial intelligence (AI) and machine learning (ML) technologies to the cultural heritage digitization process. Particular focus is placed on improvements to the data acquisition stage, as well as the data enrichment and curation stages, using advanced artificial intelligence techniques and tools. An emphasis is placed on recent applications related to deep learning for visual recognition, generative models, natural language processing, and super resolution. The book is a valuable reference for researchers working in the multidisciplinary field of cultural heritage and AI, as well as professional experts in the art and culture domains, such as museums, libraries, and historic sites and buildings. Reports on techniques and methods that leverage AI and machine learning and their impact on the digitization of cultural heritage; Addresses challenges of improving data acquisition, enrichment and management processes; Highlights contributions from international researchers from diverse fields and subject areas.

The Datafied Society

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Publisher :
ISBN 13 : 9789462981362
Total Pages : 267 pages
Book Rating : 4.9/5 (813 download)

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Book Synopsis The Datafied Society by : Mirko Tobias Schäfer

Download or read book The Datafied Society written by Mirko Tobias Schäfer and published by . This book was released on 2017 with total page 267 pages. Available in PDF, EPUB and Kindle. Book excerpt: The ability to gather data that can be crunched by machines is valuable for studying society. The new methods needed to work it require new skills and new ways of thinking about best research practices. This book reflects on the role and usefulness of big data, challenging overly optimistic expectations about what it can reveal, introducing practices and methods for its analysis and visualization, and raising important political and ethical questions regarding its collection, handling, and presentation.

Redlining Culture

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Publisher : Columbia University Press
ISBN 13 : 0231552319
Total Pages : 155 pages
Book Rating : 4.2/5 (315 download)

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Book Synopsis Redlining Culture by : Richard Jean So

Download or read book Redlining Culture written by Richard Jean So and published by Columbia University Press. This book was released on 2020-12-15 with total page 155 pages. Available in PDF, EPUB and Kindle. Book excerpt: The canon of postwar American fiction has changed over the past few decades to include far more writers of color. It would appear that we are making progress—recovering marginalized voices and including those who were for far too long ignored. However, is this celebratory narrative borne out in the data? Richard Jean So draws on big data, literary history, and close readings to offer an unprecedented analysis of racial inequality in American publishing that reveals the persistence of an extreme bias toward white authors. In fact, a defining feature of the publishing industry is its vast whiteness, which has denied nonwhite authors, especially black writers, the coveted resources of publishing, reviews, prizes, and sales, with profound effects on the language, form, and content of the postwar novel. Rather than seeing the postwar period as the era of multiculturalism, So argues that we should understand it as the invention of a new form of racial inequality—one that continues to shape the arts and literature today. Interweaving data analysis of large-scale patterns with a consideration of Toni Morrison’s career as an editor at Random House and readings of individual works by Octavia Butler, Henry Dumas, Amy Tan, and others, So develops a form of criticism that brings together qualitative and quantitative approaches to the study of literature. A vital and provocative work for American literary studies, critical race studies, and the digital humanities, Redlining Culture shows the importance of data and computational methods for understanding and challenging racial inequality.

The Culture Map (INTL ED)

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Publisher : PublicAffairs
ISBN 13 : 1610396715
Total Pages : 289 pages
Book Rating : 4.6/5 (13 download)

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Book Synopsis The Culture Map (INTL ED) by : Erin Meyer

Download or read book The Culture Map (INTL ED) written by Erin Meyer and published by PublicAffairs. This book was released on 2016-01-05 with total page 289 pages. Available in PDF, EPUB and Kindle. Book excerpt: An international business expert helps you understand and navigate cultural differences in this insightful and practical guide, perfect for both your work and personal life. Americans precede anything negative with three nice comments; French, Dutch, Israelis, and Germans get straight to the point; Latin Americans and Asians are steeped in hierarchy; Scandinavians think the best boss is just one of the crowd. It's no surprise that when they try and talk to each other, chaos breaks out. In The Culture Map, INSEAD professor Erin Meyer is your guide through this subtle, sometimes treacherous terrain in which people from starkly different backgrounds are expected to work harmoniously together. She provides a field-tested model for decoding how cultural differences impact international business, and combines a smart analytical framework with practical, actionable advice.

Encyclopedia of Big Data

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Author :
Publisher :
ISBN 13 : 9783319320014
Total Pages : pages
Book Rating : 4.3/5 (2 download)

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Book Synopsis Encyclopedia of Big Data by :

Download or read book Encyclopedia of Big Data written by and published by . This book was released on 19?? with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Debates in the Digital Humanities 2019

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Publisher : U of Minnesota Press
ISBN 13 : 1452961670
Total Pages : 722 pages
Book Rating : 4.4/5 (529 download)

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Book Synopsis Debates in the Digital Humanities 2019 by : Matthew K. Gold

Download or read book Debates in the Digital Humanities 2019 written by Matthew K. Gold and published by U of Minnesota Press. This book was released on 2019-04-30 with total page 722 pages. Available in PDF, EPUB and Kindle. Book excerpt: The latest installment of a digital humanities bellwether Contending with recent developments like the shocking 2016 U.S. Presidential election, the radical transformation of the social web, and passionate debates about the future of data in higher education, Debates in the Digital Humanities 2019 brings together a broad array of important, thought-provoking perspectives on the field’s many sides. With a wide range of subjects including gender-based assumptions made by algorithms, the place of the digital humanities within art history, data-based methods for exhuming forgotten histories, video games, three-dimensional printing, and decolonial work, this book assembles a who’s who of the field in more than thirty impactful essays. Contributors: Rafael Alvarado, U of Virginia; Taylor Arnold, U of Richmond; James Baker, U of Sussex; Kathi Inman Berens, Portland State U; David M. Berry, U of Sussex; Claire Bishop, The Graduate Center, CUNY; James Coltrain, U of Nebraska–Lincoln; Crunk Feminist Collective; Johanna Drucker, U of California–Los Angeles; Jennifer Edmond, Trinity College; Marta Effinger-Crichlow, New York City College of Technology–CUNY; M. Beatrice Fazi, U of Sussex; Kevin L. Ferguson, Queens College–CUNY; Curtis Fletcher, U of Southern California; Neil Fraistat, U of Maryland; Radhika Gajjala, Bowling Green State U; Michael Gavin, U of South Carolina; Andrew Goldstone, Rutgers U; Andrew Gomez, U of Puget Sound; Elyse Graham, Stony Brook U; Brian Greenspan, Carleton U; John Hunter, Bucknell U; Steven J. Jackson, Cornell U; Collin Jennings, Miami U; Lauren Kersey, Saint Louis U; Kari Kraus, U of Maryland; Seth Long, U of Nebraska, Kearney; Laura Mandell, Texas A&M U; Rachel Mann, U of South Carolina; Jason Mittell, Middlebury College; Lincoln A. Mullen, George Mason U; Trevor Muñoz, U of Maryland; Safiya Umoja Noble, U of Southern California; Jack Norton, Normandale Community College; Bethany Nowviskie, U of Virginia; Élika Ortega, Northeastern U; Marisa Parham, Amherst College; Jussi Parikka, U of Southampton; Kyle Parry, U of California, Santa Cruz; Brad Pasanek, U of Virginia; Stephen Ramsay, U of Nebraska–Lincoln; Matt Ratto, U of Toronto; Katie Rawson, U of Pennsylvania; Ben Roberts, U of Sussex; David S. Roh, U of Utah; Mark Sample, Davidson College; Moacir P. de Sá Pereira, New York U; Tim Sherratt, U of Canberra; Bobby L. Smiley, Vanderbilt U; Lauren Tilton, U of Richmond; Ted Underwood, U of Illinois, Urbana-Champaign; Megan Ward, Oregon State U; Claire Warwick, Durham U; Alban Webb, U of Sussex; Adrian S. Wisnicki, U of Nebraska–Lincoln.

Remix Theory: The Aesthetics of Sampling

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Author :
Publisher : Birkhäuser
ISBN 13 : 3990435000
Total Pages : 192 pages
Book Rating : 4.9/5 (94 download)

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Book Synopsis Remix Theory: The Aesthetics of Sampling by : Eduardo Navas

Download or read book Remix Theory: The Aesthetics of Sampling written by Eduardo Navas and published by Birkhäuser. This book was released on 2014-11-04 with total page 192 pages. Available in PDF, EPUB and Kindle. Book excerpt: No detailed description available for "Remix Theory: The Aesthetics of Sampling".

Museum and Archive on the Move

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Publisher : Walter de Gruyter GmbH & Co KG
ISBN 13 : 3110529378
Total Pages : 316 pages
Book Rating : 4.1/5 (15 download)

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Book Synopsis Museum and Archive on the Move by : Oliver Grau

Download or read book Museum and Archive on the Move written by Oliver Grau and published by Walter de Gruyter GmbH & Co KG. This book was released on 2017-09-11 with total page 316 pages. Available in PDF, EPUB and Kindle. Book excerpt: The digital revolution fundamentally changed how cultural heritage is created, documented, analyzed, and preserved. The book focuses on this transformation’s impact. How must museums and archives meet the challenges of digitally generated cultures and how does the digital revolution influence traditional object collection, research, and education? How do digital technologies and digital art and culture affect our interaction with images? Leading international experts from various disciplines break new ground. Pioneering interdisciplinary research results collected in this book are relevant to education, curators and archivists in the arts and culture sector and in the digital humanities.

Cultural Evolution in the Digital Age

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Publisher : Oxford University Press, USA
ISBN 13 : 0198835949
Total Pages : 273 pages
Book Rating : 4.1/5 (988 download)

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Book Synopsis Cultural Evolution in the Digital Age by : Alberto Acerbi

Download or read book Cultural Evolution in the Digital Age written by Alberto Acerbi and published by Oxford University Press, USA. This book was released on 2020 with total page 273 pages. Available in PDF, EPUB and Kindle. Book excerpt: From emails to social media, from instant messaging to political memes, the way we produce and transmit culture is radically changing. Understanding the consequences of the massive diffusion of digital media is of the utmost importance, both from the intellectual and the social point of view. 'Cultural Evolution in the Digital Age' proposes that a specific discipline - cultural evolution - provides an excellent framework to analyse our digital age. Cultural evolution is a vibrant, interdisciplinary, and increasingly productive scientific framework that aims to provide a naturalistic and quantitative explanation of culture. In the book the author shows how cultural evolution offers both a sophisticated view of human behaviour, grounded in cognitive science and evolutionary theory, and a strong quantitative and experimental methodology. The book examines in depth various topics that directly originate from the application of cultural evolution research to digital media. Is online social influence radically different from previous forms of social influence? Do digital media amplify the effects of popularity and celebrity influence? What are the psychological forces that favour the spread of online misinformation? What are the effects of the hyper-availability of information online on cultural cumulation? The cultural evolutionary perspective provides novel insights, and a relatively encouraging take on the overall effects of our online activities on our culture. Cultural Evolution is an area of rapidly growing interest, and this timely book will be important reading for students and researchers in the fields of psychology, anthropology, cognitive science, and the media.

Software Takes Command

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Publisher : A&C Black
ISBN 13 : 1623567459
Total Pages : 377 pages
Book Rating : 4.6/5 (235 download)

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Book Synopsis Software Takes Command by : Lev Manovich

Download or read book Software Takes Command written by Lev Manovich and published by A&C Black. This book was released on 2013-07-04 with total page 377 pages. Available in PDF, EPUB and Kindle. Book excerpt: Offers the first look at the aesthetics of contemporary design from the theoretical perspectives of media theory and 'software studies'.

Cultural Science

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Publisher : Bloomsbury Publishing
ISBN 13 : 1849666040
Total Pages : 262 pages
Book Rating : 4.8/5 (496 download)

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Book Synopsis Cultural Science by : John Hartley

Download or read book Cultural Science written by John Hartley and published by Bloomsbury Publishing. This book was released on 2014-09-25 with total page 262 pages. Available in PDF, EPUB and Kindle. Book excerpt: Cultural Science introduces a new way of thinking about culture. Adopting an evolutionary and systems approach, the authors argue that culture is the population-wide source of newness and innovation; it faces the future, not the past. Its chief characteristic is the formation of groups or 'demes' (organised and productive subpopulation; 'demos'). Demes are the means for creating, distributing and growing knowledge. However, such groups are competitive and knowledge-systems are adversarial. Starting from a rereading of Darwinian evolutionary theory, the book utilises multidisciplinary resources: Raymond Williams's 'culture is ordinary' approach; evolutionary science (e.g. Mark Pagel and Herbert Gintis); semiotics (Yuri Lotman); and economic theory (from Schumpeter to McCloskey). Successive chapters argue that: -Culture and knowledge need to be understood from an externalist ('linked brains') perspective, rather than through the lens of individual behaviour; -Demes are created by culture, especially storytelling, which in turn constitutes both politics and economics; -The clash of systems - including demes - is productive of newness, meaningfulness and successful reproduction of culture; -Contemporary urban culture and citizenship can best be explained by investigating how culture is used, and how newness and innovation emerge from unstable and contested boundaries between different meaning systems; -The evolution of culture is a process of technologically enabled 'demic concentration' of knowledge, across overlapping meaning-systems or semiospheres; a process where the number of demes accessible to any individual has increased at an accelerating rate, resulting in new problems of scale and coordination for cultural science to address. The book argues for interdisciplinary 'consilience', linking evolutionary and complexity theory in the natural sciences, economics and anthropology in the social sciences, and cultural, communication and media studies in the humanities and creative arts. It describes what is needed for a new 'modern synthesis' for the cultural sciences. It combines analytical and historical methods, to provide a framework for a general reconceptualisation of the theory of culture – one that is focused not on its political or customary aspects but rather its evolutionary significance as a generator of newness and innovation.

The Culture Cycle

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Publisher : FT Press
ISBN 13 : 0132779781
Total Pages : 385 pages
Book Rating : 4.1/5 (327 download)

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Book Synopsis The Culture Cycle by : James L. Heskett

Download or read book The Culture Cycle written by James L. Heskett and published by FT Press. This book was released on 2012 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: The contribution of culture to organizational performance is substantial and quantifiable. In The Culture Cycle, renowned thought leader James Heskett demonstrates how an effective culture can account for 20-30% of the differential in performance compared with "culturally unremarkable" competitors. Drawing on decades of field research and dozens of case studies, Heskett introduces a powerful conceptual framework for managing culture, and shows it at work in a real-world setting. Heskett's "culture cycle" identifies cause-and-effect relationships that are crucial to shaping effective cultures, and demonstrates how to calculate culture's economic value through "Four Rs": referrals, retention, returns to labor, and relationships. This book: Explains how culture evolves, can be shaped and sustained, and serve as the organization's "internal brand." Shows how culture can promote innovation and survival in tough times. Guides leaders in linking culture to strategy and managing forces that challenge it. Shows how to credibly quantify culture's impact on performance, productivity, and profits. Clarifies culture's unique role in mission-driven organizations. A follow-up to the classic Corporate Culture and Performance (authored by Heskett and John Kotter), this is the next indispensable book on organizational culture. "Heskett (emer., Harvard Business School) provides an exhaustive examination of corporate policies, practices, and behaviors in organizations." Summing Up: Recommended. Reprinted with permission from CHOICE, copyright by the American Library Association.

Global Digital Cultures

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Publisher : University of Michigan Press
ISBN 13 : 0472125311
Total Pages : 327 pages
Book Rating : 4.4/5 (721 download)

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Book Synopsis Global Digital Cultures by : Aswin Punathambekar

Download or read book Global Digital Cultures written by Aswin Punathambekar and published by University of Michigan Press. This book was released on 2019-06-06 with total page 327 pages. Available in PDF, EPUB and Kindle. Book excerpt: Digital media histories are part of a global network, and South Asia is a key nexus in shaping the trajectory of digital media in the twenty-first century. Digital platforms like Facebook, WhatsApp, and others are deeply embedded in the daily lives of millions of people around the world, shaping how people engage with others as kin, as citizens, and as consumers. Moving away from Anglo-American and strictly national frameworks, the essays in this book explore the intersections of local, national, regional, and global forces that shape contemporary digital culture(s) in regions like South Asia: the rise of digital and mobile media technologies, the ongoing transformation of established media industries, and emergent forms of digital media practice and use that are reconfiguring sociocultural, political, and economic terrains across the Indian subcontinent. From massive state-driven digital identity projects and YouTube censorship to Tinder and dating culture, from Twitter and primetime television to Facebook and political rumors, Global Digital Cultures focuses on enduring concerns of representation, identity, and power while grappling with algorithmic curation and data-driven processes of production, circulation, and consumption.

Data Analytics in Digital Humanities

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Author :
Publisher : Springer
ISBN 13 : 3319544993
Total Pages : 304 pages
Book Rating : 4.3/5 (195 download)

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Book Synopsis Data Analytics in Digital Humanities by : Shalin Hai-Jew

Download or read book Data Analytics in Digital Humanities written by Shalin Hai-Jew and published by Springer. This book was released on 2017-05-03 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers computationally innovative methods and technologies including data collection and elicitation, data processing, data analysis, data visualizations, and data presentation. It explores how digital humanists have harnessed the hypersociality and social technologies, benefited from the open-source sharing not only of data but of code, and made technological capabilities a critical part of humanities work. Chapters are written by researchers from around the world, bringing perspectives from diverse fields and subject areas. The respective authors describe their work, their research, and their learning. Topics include semantic web for cultural heritage valorization, machine learning for parody detection by classification, psychological text analysis, crowdsourcing imagery coding in natural disasters, and creating inheritable digital codebooks.Designed for researchers and academics, this book is suitable for those interested in methodologies and analytics that can be applied in literature, history, philosophy, linguistics, and related disciplines. Professionals such as librarians, archivists, and historians will also find the content informative and instructive.

Cultural Melancholy

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Publisher : University of Illinois Press
ISBN 13 : 0252097718
Total Pages : 169 pages
Book Rating : 4.2/5 (52 download)

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Book Synopsis Cultural Melancholy by : Jermaine Singleton

Download or read book Cultural Melancholy written by Jermaine Singleton and published by University of Illinois Press. This book was released on 2015-11-15 with total page 169 pages. Available in PDF, EPUB and Kindle. Book excerpt: A daring cultural and literary studies investigation, Cultural Melancholy explores the legacy of unresolved grief produced by ongoing racial oppression and resistance in the United States. Using acute analysis of literature, drama, musical performance, and film, Singleton demonstrates how rituals of racialization and resistance transfer and transform melancholy discreetly across time, consolidating racial identities and communities along the way. He also argues that this form of impossible mourning binds racialized identities across time and social space by way of cultural resistance efforts. Singleton develops the concept of "cultural melancholy" as a response to scholarship that calls for the separation of critical race studies and psychoanalysis, excludes queer theoretical approaches from readings of African American literatures and cultures, and overlooks the status of racialized performance culture as a site of serious academic theorization. In doing so, he weaves critical race studies, psychoanalysis, queer theory, and performance studies into conversation to uncover a host of hidden dialogues—psychic and social, personal and political, individual and collective—for the purpose of promoting a culture of racial grieving, critical race consciousness, and collective agency. Wide-ranging and theoretically bold, Cultural Melancholy counteracts the racial legacy effects that plague our twenty-first century multiculture.