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Author: Lev Manovich
Publisher: MIT Press
ISBN: 0262360632
Category : Computers
Languages : en
Pages : 332
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Book Description
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.
Author: Lev Manovich
Publisher: MIT Press
ISBN: 0262360632
Category : Computers
Languages : en
Pages : 332
Get Book Here
Book Description
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.
Author: Abdelhak Belhi
Publisher: Springer Nature
ISBN: 3030667774
Category : Technology & Engineering
Languages : en
Pages : 288
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Book Description
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.
Author: Richard Jean So
Publisher: Columbia University Press
ISBN: 0231552319
Category : Literary Criticism
Languages : en
Pages : 155
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Book Description
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.
Author: Oliver Grau
Publisher: Walter de Gruyter GmbH & Co KG
ISBN: 3110529378
Category : Art
Languages : en
Pages : 316
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Book Description
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.
Author: Mirko Tobias Schäfer
Publisher:
ISBN: 9789462981362
Category : Big data
Languages : en
Pages : 267
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Book Description
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.
Author: Martin Engebretsen
Publisher: Amsterdam University Press
ISBN: 9463722904
Category : Computers
Languages : en
Pages : 466
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Book Description
Today we are witnessing an increased use of data visualization in society. Across domains such as work, education and the news, various forms of graphs, charts and maps are used to explain, convince and tell stories. In an era in which more and more data are produced and circulated digitally, and digital tools make visualization production increasingly accessible, it is important to study the conditions under which such visual texts are generated, disseminated and thought to be of societal benefit. This book is a contribution to the multi-disciplined and multi-faceted conversation concerning the forms, uses and roles of data visualization in society. Do data visualizations do 'good' or 'bad'? Do they promote understanding and engagement, or do they do ideological work, privileging certain views of the world over others? The contributions in the book engage with these core questions from a range of disciplinary perspectives.
Author: Lídia Oliveira
Publisher:
ISBN: 9781799885283
Category : Digital communications
Languages : en
Pages :
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Book Description
"This book is aimed at researchers who want to improve their understanding of the strategic role of new digital technologies in the field of cultural tourism, offering innovative research results within the scope of the interdisciplinary cross between Digital Communications, Internet of Things, and Cultural Tourism"--
Author: Jermaine Singleton
Publisher: University of Illinois Press
ISBN: 9780252039621
Category : Social Science
Languages : en
Pages : 0
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Book Description
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.
Author: James A. Berlin
Publisher: Heinemann Educational Books
ISBN:
Category : Education
Languages : en
Pages : 348
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Book Description
Cultural Studies in the English Classroom is the first book of its kind to provide concrete models of cultural studies programs and classrooms for high school and college teachers.
Author: Konrad Becker
Publisher:
ISBN:
Category : Computers
Languages : en
Pages : 224
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Book Description
Deep Search collects 13 texts which investigate the social and political dimensions of how we navigate the deep seas of knowledge. What do we win, and what do we lose when we move from an analogue to a digital information order? How is computer readable significance produced, how is meaning involved in machine communication? Where is the potential of having access to such vast amounts of information? What are the dangers of our reliance on search engines and are there any approaches that do not follow the currently dominating paradigm of Google? This volume answers these questions of culture, context and classification regarding information systems that should not be ignored.
