Digital Labor
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Digital Labor
Digital labor or digital labour represents an emergent forms of labor characterized by the production of value through interaction with information and communication technologies such as digital platforms or artificial intelligence. The examples of digital labor include on-demand platforms, micro-working and user generated data for digital platforms such as social media. Digital labor describes work that encompasses a variety of online tasks. If a country has the structure to maintain a digital economy, digital labor can generate income for individuals without the limitations of physical barriers. Origins As production-based industries declined, the rise of a digital and information-based economy fostered the development of the digital labor market. The rise of digital labor can be attributed to the shift from the Industrial Revolution to the Information Age. Digital labor can be connected to the economic process of ''disintermediation'', where digital labor has taken away the jo ...
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Microwork
Microwork is a series of many small tasks which together comprise a large unified project, and it is completed by many people over the Internet. Microwork is considered the smallest unit of work in a virtual assembly line. It is most often used to describe tasks for which no efficient algorithm has been devised, and require human intelligence to complete reliably. The term was developed in 2008 by Leila Chirayath Janah of Samasource. Microtasking Microtasking is the process of splitting a large job into small tasks that can be distributed, over the Internet, to many people. This work is often believed to be Since the inception of microwork, many online services have been developed that specialize in different types of microtasking. Most of them rely on a large, voluntary workforce composed of Internet users from around the world. Typical tasks offered are repetitive but not so simple that they can be automated. Good candidates for microtasks have the following characteristics: * ...
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Workerism
Workerism is a political theory that emphasizes the importance of or glorifies the working class. Workerism, or , was of particular significance in Italian left-wing politics. As revolutionary praxis Workerism (or ) is a political analysis, whose main elements were to merge into autonomism, that starts out from the power of the working class. Michael Hardt and Antonio Negri, known as operaist and autonomist writers, offer a definition of , quoting from Marx as they do so: : builds on Marx's claim that capital reacts to the struggles of the working class; the working class is active and capital reactive. :Technological development: Where there are strikes, machines will follow. "It would be possible to write a whole history of the inventions made since 1830 for the sole purpose of providing capital with weapons against working-class revolt." (''Capital'', Vol. 1, Chapter 15, Section 5) :Political development: The factory legislation in England was a response to the working cla ...
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Prosumer
A prosumer is an individual who both consumes and produces. The term is a portmanteau of the words '' producer'' and ''consumer''. Research has identified six types of prosumers: DIY prosumers, self-service prosumers, customizing prosumers, collaborative prosumers, monetised prosumers, and economic prosumers. The terms ''prosumer'' and ''prosumption'' were coined in 1980 by American futurist Alvin Toffler, and were widely used by many technology writers of the time. Technological breakthrough and a rise in user participation blurs the line between production and consumption activities, with the consumer becoming a prosumer. Definitions and contexts Prosumers have been defined as "individuals who consume and produce value, either for self-consumption or consumption by others, and can receive implicit or explicit incentives from organizations involved in the exchange." The term has since come to refer to a person using commons-based peer production. In the digital and online wo ...
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Social Media
Social media are interactive media technologies that facilitate the creation and sharing of information, ideas, interests, and other forms of expression through virtual communities and networks. While challenges to the definition of ''social media'' arise due to the variety of stand-alone and built-in social media services currently available, there are some common features: # Social media are interactive Web 2.0 Internet-based applications. # User-generated content—such as text posts or comments, digital photos or videos, and data generated through all online interactions—is the lifeblood of social media. # Users create service-specific profiles for the website or app that are designed and maintained by the social media organization. # Social media helps the development of online social networks by connecting a user's profile with those of other individuals or groups. The term ''social'' in regard to media suggests that platforms are user-centric and enable communal ac ...
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Image Recognition
Computer vision is an interdisciplinary scientific field that deals with how computers can gain high-level understanding from digital images or videos. From the perspective of engineering, it seeks to understand and automate tasks that the human visual system can do. Computer vision tasks include methods for acquiring, processing, analyzing and understanding digital images, and extraction of high-dimensional data from the real world in order to produce numerical or symbolic information, e.g. in the forms of decisions. Understanding in this context means the transformation of visual images (the input of the retina) into descriptions of the world that make sense to thought processes and can elicit appropriate action. This image understanding can be seen as the disentangling of symbolic information from image data using models constructed with the aid of geometry, physics, statistics, and learning theory. The scientific discipline of computer vision is concerned with the theory ...
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Machine Learning
Machine learning (ML) is a field of inquiry devoted to understanding and building methods that 'learn', that is, methods that leverage data to improve performance on some set of tasks. It is seen as a part of artificial intelligence. Machine learning algorithms build a model based on sample data, known as training data, in order to make predictions or decisions without being explicitly programmed to do so. Machine learning algorithms are used in a wide variety of applications, such as in medicine, email filtering, speech recognition, agriculture, and computer vision, where it is difficult or unfeasible to develop conventional algorithms to perform the needed tasks.Hu, J.; Niu, H.; Carrasco, J.; Lennox, B.; Arvin, F.,Voronoi-Based Multi-Robot Autonomous Exploration in Unknown Environments via Deep Reinforcement Learning IEEE Transactions on Vehicular Technology, 2020. A subset of machine learning is closely related to computational statistics, which focuses on making predicti ...
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Alter-globalization
Alter-globalization (also known as alternative globalization or alter-mundialization—from the French alter- mondialisation—and overlapping with the global justice movement) is a social movement whose proponents support global cooperation and interaction, but oppose what they describe as the negative effects of economic globalization, considering it to often work to the detriment of, or to not adequately promote, human values such as environmental and climate protection, economic justice, labor protection, protection of indigenous cultures, peace and civil liberties. The name may have been derived from a popular slogan of the movement, namely "another world is possible", which came out of the World Social Forum. The alter-globalization movement is a cooperative movement designed to "protest the direction and perceived negative economic, political, social, cultural and ecological consequences of neoliberal globalization". Many alter-globalists seek to avoid the "disestablishmen ...
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Lisa Nakamura
Lisa Nakamura is an American professor of media and cinema studies, Asian American studies, and gender and women’s studies.University of Illinois at Urbana Champaign. Asian American Studies. She teaches at the University of Michigan, Ann Arbor, where she is also the Coordinator of Digital Studies and the Gwendolyn Calvert Baker Collegiate Professor in the Department of American Cultures. Education Nakamura earned a B.A. from Reed College and a Ph.D. in English from the Graduate Center at City University of New York. Career From 2007 to 2012, Nakamura held positions at the University of Illinois at Urbana Champaign as a professor in the Institute of Communication Research, a professor of Media and Cinema Studies, a professor of Asian American Studies, and the Director of the Asian American Studies Program. Her main areas of contribution are in interrogating the racial/ethnic assumptions embedded in the representations of race in digital media, particularly within gaming cultur ...
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Postcolonial Feminism
Postcolonial feminism is a form of feminism that developed as a response to feminism focusing solely on the experiences of women in Western cultures and former colonies. Postcolonial feminism seeks to account for the way that racism and the long-lasting political, economic, and cultural effects of colonialism affect non-white, non-Western women in the postcolonial world. Postcolonial feminism originated in the 1980s as a critique of feminist theorists in developed countries pointing out the universalizing tendencies of mainstream feminist ideas and argues that women living in non-Western countries are misrepresented. Postcolonial feminism argues that by using the term "woman" as a universal group, women are then only defined by their gender and not by social class, race, ethnicity, or sexual preference. Postcolonial feminists also work to incorporate the ideas of indigenous and other Third World feminist movements into mainstream Western feminism. Third World feminism stems from ...
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Immaterial Labor
Immaterial labor is a Marxist framework to describe how value is produced from affective and Cognition, cognitive activities, which, in various ways, are commodification, commodified in capitalism, capitalist economies. The concept of immaterial labor was coined by Italian sociologist and philosopher Maurizio Lazzarato in his 1996 essay "Immaterial Labor", published as a contribution to ''Radical Thought in Italy'' and edited by Virno and Hardt. It was re-published in 1997 as: ''Lavoro immateriale. Forme di vita e produzione di soggettività.'' (Ombre corte). Lazzarato was a participant in the Years of Lead (Italy), Years of Lead (Italy) group as a student in Padua in the 1970s, and is a member of the editorial group of the journal Multitudes. Post-Marxist scholars including Franco Berardi, Antonio Negri, Michael Hardt, Judith Revel, and Paolo Virno, among others have also employed the concept. Areas of Application Digital Capitalism Studies of immaterial labor have included analysis ...
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Andrew Ross (sociologist)
Andrew Ross (born 1956) is Professor of Social and Cultural Analysis at New York University (NYU), and a social activist and analyst. He has authored and edited numerous books, and written for ''The New York Times'', ''The Guardian'', ''The Nation'', ''Newsweek'', and ''Al Jazeera''. Much of his writing focuses on labor, the urban environment, and the organisation of work, from the Western world of business and high-technology to conditions of offshore labour in the Global South. Making use of social theory as well as ethnography, his writing questions the human and environmental cost of economic growth. Outside his field, Ross is known as a recipient of the 1996 Ig Nobel Prize for literature for his part in the Sokal hoax. Life and education Ross was born and educated in the lowlands of Scotland. After graduating from the University of Aberdeen in 1978, he worked in the North Sea oil fields. He received his Ph.D. from the University of Kent at Canterbury in 1984. He joined the ...
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