Ethics Of Quantification
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Ethics Of Quantification
Ethics of quantification is the study of the ethical issues associated to different forms of visible or invisible forms of quantification. These could include algorithms, metrics/indicators, statistical and mathematical modelling, as noted in a review of various aspects of sociology of quantification. According to Espeland and StevensW. N. Espeland and M. L. Stevens“A sociology of quantification,” Eur. J. Sociol., vol. 49, no. 3, pp. 401–436, 2008 an ethics of quantification would naturally descend from a sociology of quantification, especially at an age where democracy, merit, participation, accountability and even ‘‘fairness’’ are assumed to be best discovered and appreciated via numbers. In his classic work Trust in Numbers Theodore M. PorterT. M. Porter, Trust in Numbers: The Pursuit of Objectivity in Science and Public Life. Princeton University Press, 1995. notes how numbers meet a demand for quantified objectivity, and may for this be by used by bureaucracies ...
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Ethics
Ethics or moral philosophy is a branch of philosophy that "involves systematizing, defending, and recommending concepts of right and wrong behavior".''Internet Encyclopedia of Philosophy'' The field of ethics, along with aesthetics, concerns matters of value; these fields comprise the branch of philosophy called axiology. Ethics seeks to resolve questions of human morality by defining concepts such as good and evil, right and wrong, virtue and vice, justice and crime. As a field of intellectual inquiry, moral philosophy is related to the fields of moral psychology, descriptive ethics, and value theory. Three major areas of study within ethics recognized today are: # Meta-ethics, concerning the theoretical meaning and reference of moral propositions, and how their truth values (if any) can be determined; # Normative ethics, concerning the practical means of determining a moral course of action; # Applied ethics, concerning what a person is obligated (or permitted) to do ...
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Hubris
Hubris (; ), or less frequently hybris (), describes a personality quality of extreme or excessive pride or dangerous overconfidence, often in combination with (or synonymous with) arrogance. The term ''arrogance'' comes from the Latin ', meaning "to feel that one has a right to demand certain attitudes and behaviors from other people". To ''arrogate'' means "to claim or seize without justification... To make undue claims to having", or "to claim or seize without right... to ascribe or attribute without reason". The term ''pretension'' is also associated with the term ''hubris'', but is not synonymous with it. According to studies, hubris, arrogance, and pretension are related to the need for victory (even if it does not always mean winning) instead of reconciliation, which "friendly" groups might promote. Hubris is usually perceived as a characteristic of an individual rather than a group, although the group the offender belongs to may suffer collateral consequences from wrong ...
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Ethics In Mathematics
Ethics in mathematics is an emerging field of applied ethics, the inquiry into ethical aspects of the practice and applications of mathematics. It deals with the professional responsibilities of mathematicians whose work influences decisions with major consequences, such as in law, finance, the military, and environmental science. Although many research mathematicians see no ethical implications in their pure research, assumptions made in mathematical approaches can have real consequences. A very instrumental interpretation of the impact of mathematics makes it difficult to see ethical consequences, but it is easier to see how all branches of mathematics serve to structure and conceptualise solutions to real problems. These structures can set up perverse incentives, where targets can be met without improving services, or league table positions are gamed. While the assumptions written into metrics often reflect the world view of the groups who are responsible for designing them, the ...
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Sociology Of Quantification
Sociology of quantification can be defined as the investigation of quantification as a sociological phenomenon in its own right.W. N. Espeland and M. L. Stevens“A sociology of quantification,” Eur. J. Sociol., vol. 49, no. 3, pp. 401–436, 2008 Content According to a review published in 2018E. Popp Berman and D. Hirschman“The Sociology of Quantification: Where Are We Now?,” Contemp. Sociol., vol. 47, no. 3, pp. 257–266, 2018 ''Sociology of quantification'' is an expanding fields which includes the literature on the quantified self, that on algorithms,C. O’Neil, Weapons of math destruction : how big data increases inequality and threatens democracy. Random House Publishing Group, 2016. and on various forms of metrics and indicators.W. N. Espeland and M. Sauder, Engines of anxiety : academic rankings, reputation, and accountability. Russell Sage Foundation, 2016.J. Z. Muller, The tyranny of metrics. Princeton University Press , 2018. Older works which can be classifi ...
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Leiden University
Leiden University (abbreviated as ''LEI''; nl, Universiteit Leiden) is a Public university, public research university in Leiden, Netherlands. The university was founded as a Protestant university in 1575 by William the Silent, William, Prince of Orange, as a reward to the city of Leiden for its Siege of Leiden, defence against Spanish attacks during the Eighty Years' War. As the oldest institution of higher education in the Netherlands, it enjoys a reputation across Europe and the world. Known for its historic foundations and emphasis on the social sciences, the university came into particular prominence during the Dutch Golden Age, when scholars from around Europe were attracted to the Dutch Republic due to its climate of intellectual tolerance and Leiden's international reputation. During this time, Leiden became the home to individuals such as René Descartes, Rembrandt, Christiaan Huygens, Hugo Grotius, Baruch Spinoza and Baron d'Holbach. The university has seven academic f ...
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An Anti-fascist Approach To Artificial Intelligence
An, AN, aN, or an may refer to: Businesses and organizations * Airlinair (IATA airline code AN) * Alleanza Nazionale, a former political party in Italy * AnimeNEXT, an annual anime convention located in New Jersey * Anime North, a Canadian anime convention * Ansett Australia, a major Australian airline group that is now defunct (IATA designator AN) * Apalachicola Northern Railroad (reporting mark AN) 1903–2002 ** AN Railway, a successor company, 2002– * Aryan Nations, a white supremacist religious organization * Australian National Railways Commission, an Australian rail operator from 1975 until 1987 * Antonov, a Ukrainian (formerly Soviet) aircraft manufacturing and services company, as a model prefix Entertainment and media * Antv, an Indonesian television network * ''Astronomische Nachrichten'', or ''Astronomical Notes'', an international astronomy journal * ''Avisa Nordland'', a Norwegian newspaper * '' Sweet Bean'' (あん), a 2015 Japanese film also known as ''A ...
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Shoshana Zuboff
Shoshana Zuboff (born 18 November 1951) is an American author, Harvard professor, social psychologist, philosopher, and scholar. Zuboff is the author of the books ''In the Age of the Smart Machine: The Future of Work and Power'' and ''The Support Economy: Why Corporations Are Failing Individuals and the Next Episode of Capitalism'', co-authored with James Maxmin. ''The Age of Surveillance Capitalism: The Fight for a Human Future at the New Frontier of Power'', integrates core themes of her research: the Digital Revolution, the evolution of capitalism, the historical emergence of psychological individuality, and the conditions for human development. Zuboff's work is the source of many original concepts including "surveillance capitalism", "instrumentarian power", "the division of learning in society", "economies of action", "the means of behavior modification", "information civilization", "computer-mediated work", the "automate/ informate" dialectic, "abstraction of work", "indi ...
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Surveillance Capitalism
Surveillance capitalism is a concept in political economics which denotes the widespread collection and commodification of personal data by corporations. This phenomenon is distinct from government surveillance, though the two can reinforce each other. The concept of surveillance capitalism, as described by Shoshana Zuboff, is driven by a profit-making incentive, and arose as advertising companies, led by Google's AdWords, saw the possibilities of using personal data to target consumers more precisely. Increased data collection may have various advantages for individuals and society such as self-optimization (Quantified Self), societal optimizations (such as by smart cities) and optimized services (including various web applications). However, as Capitalism has become focused on expanding the proportion of social life that is open to data collection and data processing, there may come with significant implications for vulnerability and control of society as well as for privacy. ...
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Cathy O'Neil
Catherine ("Cathy") Helen O'Neil is an American mathematician, data scientist, and author. She is the author of the ''New York Times'' best-seller ''Weapons of Math Destruction'', and opinion columns in Bloomberg View. O'Neil was active in the Occupy movement. Education and career O'Neil attended UC Berkeley as an undergraduate, received a Ph.D. in mathematics from Harvard University in 1999, and afterward held positions in the mathematics departments of MIT and Barnard College,. She left academia in 2007, and worked for four years in the finance industry. After becoming disenchanted with the world of finance, O'Neil became involved with the Occupy Wall Street movement, participating in its Alternative Banking Group. O'Neil operates the blog mathbabe.org and is a contributor to Bloomberg View. Her first book, ''Doing Data Science'', was written with Rachel Schutt and published in 2013. In 2016, her second book, ''Weapons of Math Destruction'' was published, long-listed fo ...
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Weapons Of Math Destruction
''Weapons of Math Destruction'' is a 2016 American book about the societal impact of algorithms, written by Cathy O'Neil. It explores how some big data algorithms are increasingly used in ways that reinforce preexisting inequality. It was longlisted for the 2016 National Book Award for Nonfiction but did not make it through the shortlist. The book has been widely reviewed, and won the Euler Book Prize. Overview O'Neil, a mathematician, analyses how the use of big data and algorithms in a variety of fields, including insurance, advertising, education, and policing, can lead to decisions that harm the poor, reinforce racism, and amplify inequality. According to National Book Foundation: She posits that these problematic mathematical tools share three key features: they are opaque, unregulated, and difficult to contest. They are also scalable, thereby amplifying any inherent biases to affect increasingly larger populations. WMDs, or Weapons of Math Destruction, are mathematical ...
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Ethics Of 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 predi ...
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Sex Trafficking
Sex trafficking is human trafficking for the purpose of sexual exploitation. It has been called a form of modern slavery because of the way victims are forced into sexual acts non-consensually, in a form of sexual slavery. Perpetrators of the crime are called sex traffickers or pimps—people who manipulate victims to engage in various forms of commercial sex with paying customers. Sex traffickers use force, fraud, and coercion as they recruit, transport, and provide their victims as prostitutes. Sometimes victims are brought into a situation of dependency on their trafficker(s), financially or emotionally. Every aspect of sex trafficking is considered a crime, from acquisition to transportation and exploitation of victims. This includes any sexual exploitation of adults or minors, including child sex tourism (CST) and domestic minor sex trafficking (DMST). In 2012, the International Labour Organization (ILO) reported 20.9 million people were subjected to forced labor, a ...
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