Results for 'Exploration–exploitation'

986 found
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  1.  13
    Simple Threshold Rules Solve Explore/Exploit Trade‐offs in a Resource Accumulation Search Task.Ke Sang, Peter M. Todd, Robert L. Goldstone & Thomas T. Hills - 2020 - Cognitive Science 44 (2):e12817.
    How, and how well, do people switch between exploration and exploitation to search for and accumulate resources? We study the decision processes underlying such exploration/exploitation trade‐offs using a novel card selection task that captures the common situation of searching among multiple resources (e.g., jobs) that can be exploited without depleting. With experience, participants learn to switch appropriately between exploration and exploitation and approach optimal performance. We model participants' behavior on this task with random, threshold, and sampling strategies, and find that (...)
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  2.  15
    Motivated Reasoning in an Explore-Exploit Task.Zachary A. Caddick & Benjamin M. Rottman - 2021 - Cognitive Science 45 (8):e13018.
    The current research investigates how prior preferences affect causal learning. Participants were tasked with repeatedly choosing policies (e.g., increase vs. decrease border security funding) in order to maximize the economic output of an imaginary country and inferred the influence of the policies on the economy. The task was challenging and ambiguous, allowing participants to interpret the relations between the policies and the economy in multiple ways. In three studies, we found evidence of motivated reasoning despite financial incentives for accuracy. For (...)
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  3.  9
    Human Variability and the Explore–Exploit Trade‐Off in Recommendation.Scott Cheng-Hsin Yang, Chirag Rank, Jake A. Whritner, Olfa Nasraoui & Patrick Shafto - 2023 - Cognitive Science 47 (4):e13279.
    The enormous scale of the available information and products on the Internet has necessitated the development of algorithms that intermediate between options and human users. These algorithms attempt to provide the user with relevant information. In doing so, the algorithms may incur potential negative consequences stemming from the need to select items about which it is uncertain to obtain information about users versus the need to select items about which it is certain to secure high ratings. This tension is an (...)
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  4.  18
    Exploration-exploitation in multi-agent learning: Catastrophe theory meets game theory.Stefanos Leonardos & Georgios Piliouras - 2022 - Artificial Intelligence 304 (C):103653.
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  5.  11
    Finding the optimal exploration-exploitation trade-off online through Bayesian risk estimation and minimization.Stewart Jamieson, Jonathan P. How & Yogesh Girdhar - 2024 - Artificial Intelligence 330 (C):104096.
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  6.  10
    Humans adaptively resolve the explore-exploit dilemma under cognitive constraints: Evidence from a multi-armed bandit task.Vanessa M. Brown, Michael N. Hallquist, Michael J. Frank & Alexandre Y. Dombrovski - 2022 - Cognition 229 (C):105233.
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  7.  21
    Exploring and Exploiting Uncertainty: Statistical Learning Ability Affects How We Learn to Process Language Along Multiple Dimensions of Experience.Dagmar Divjak & Petar Milin - 2020 - Cognitive Science 44 (5):e12835.
    While the effects of pattern learning on language processing are well known, the way in which pattern learning shapes exploratory behavior has long gone unnoticed. We report on the way in which individual differences in statistical pattern learning affect performance in the domain of language along multiple dimensions. Analyzing data from healthy monolingual adults' performance on a serial reaction time task and a self‐paced reading task, we show how individual differences in statistical pattern learning are reflected in readers' knowledge of (...)
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  8.  20
    Selective maintenance of value information helps resolve the exploration/exploitation dilemma.Michael N. Hallquist & Alexandre Y. Dombrovski - 2019 - Cognition 183 (C):226-243.
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  9. Exploration and exploitation of Victorian science in Darwin’s reading notebooks.Jaimie Murdock, Colin Allen & Simon DeDeo - 2017 - Cognition 159 (C):117-126.
    Search in an environment with an uncertain distribution of resources involves a trade-off between exploitation of past discoveries and further exploration. This extends to information foraging, where a knowledge-seeker shifts between reading in depth and studying new domains. To study this decision-making process, we examine the reading choices made by one of the most celebrated scientists of the modern era: Charles Darwin. From the full-text of books listed in his chronologically-organized reading journals, we generate topic models to quantify his local (...)
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  10.  58
    Exploitation, altruism, and social welfare: An economic exploration.Matthias Doepke - 2013 - Politics, Philosophy and Economics 12 (4):375-391.
    Child labor is often condemned as a form of exploitation. I explore how the notion of exploitation, as used in everyday language, can be made precise in economic models of child labor. Exploitation is defined relative to a specific social welfare function. I first show that under the standard dynastic social welfare function, which is commonly applied to intergenerational models, child labor is never exploitative. In contrast, under an inclusive welfare function, which places additional weight on the welfare of children, (...)
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  11.  9
    Explore your experimental designs and theories before you exploit them!Marina Dubova, Sabina J. Sloman, Ben Andrew, Matthew R. Nassar & Sebastian Musslick - 2024 - Behavioral and Brain Sciences 47:e40.
    In many areas of the social and behavioral sciences, the nature of the experiments and theories that best capture the underlying constructs are themselves areas of active inquiry. Integrative experiment design risks being prematurely exploitative, hindering exploration of experimental paradigms and of diverse theoretical accounts for target phenomena.
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  12.  1
    Exploratory exploitation and exploitative exploration: The phenomenology of play and the computational dynamics of search.Mihnea Moldoveanu - 2024 - Behavioral and Brain Sciences 47:e108.
    I argue for a more complicated but nonetheless computationally feasible and algorithmically intelligible interplay between exploration and exploitation and for admitting into our conceptual toolkit regimes of exploitative exploration and exploratory exploitation that can enhance the novelty and usefulness of the results of either problemistic or serendipitous search.
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  13.  66
    Exploitation or choice? Exploring the relative attractiveness of employment in the maquiladoras.John Sargent & Linda Matthews - 1999 - Journal of Business Ethics 18 (2):213 - 227.
    This study investigates the relative attractiveness of production level jobs provided by multinational firms in Mexico's maquiladora industry. We take the position that workers themselves are an important and often overlooked source of information relevant to the controversy focusing on the responsibilities of multinational companies to their employees in the developing world. We conducted interviews with 59 maquila production level workers in the Mexican cities of Cd. Juárez and Chihuahua. Using a relative attractiveness framework that compared maquila jobs to other (...)
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  14.  28
    Exploration and Exploitation During Sequential Search.Gregory Dam & Konrad Körding - 2009 - Cognitive Science 33 (3):530-541.
    When we learn how to throw darts we adjust how we throw based on where the darts stick. Much of skill learning is computationally similar in that we learn using feedback obtained after the completion of individual actions. We can formalize such tasks as a search problem; among the set of all possible actions, find the action that leads to the highest reward. In such cases our actions have two objectives: we want to best utilize what we already know (exploitation), (...)
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  15.  6
    Explorative and Exploitative Learning in Teams: Unpacking the Antecedents and Consequences.Kai Zhao, Boqiang Zong & Lihua Zhang - 2020 - Frontiers in Psychology 11.
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  16.  23
    Simulating exploration versus exploitation in agent foraging under different environment uncertainties.Nader Chmait, David L. Dowe, David G. Green & Yuan-Fang Li - 2019 - Behavioral and Brain Sciences 42.
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  17. Epistemic Exploitation.Nora Berenstain - 2016 - Ergo: An Open Access Journal of Philosophy 3:569-590.
    Epistemic exploitation occurs when privileged persons compel marginalized persons to educate them about the nature of their oppression. I argue that epistemic exploitation is marked by unrecognized, uncompensated, emotionally taxing, coerced epistemic labor. The coercive and exploitative aspects of the phenomenon are exemplified by the unpaid nature of the educational labor and its associated opportunity costs, the double bind that marginalized persons must navigate when faced with the demand to educate, and the need for additional labor created by the default (...)
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  18.  14
    Technological strategies: influences of exploration and exploitation on relational capital.Juan G. Cegarra Navarro & Ramon Sabater Sanchez - 2005 - International Journal of Management Concepts and Philosophy 1 (2):99.
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  19.  5
    The placebo effect: To explore or to exploit?Kirsten Barnes, Benjamin Margolin Rottman & Ben Colagiuri - 2021 - Cognition 214 (C):104753.
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  20.  22
    It's not a bug, it's boredom: Effortful willpower balances exploitation and exploration.Maik Bieleke & Wanja Wolff - 2021 - Behavioral and Brain Sciences 44.
    The continuous revaluation of rewards lies at the core of Ainslie's account of willpower. Yet, he does not explicate the underlying experiential mechanisms. We draw upon theoretical, neuroscientific, and computational evidence to demonstrate that boredom evokes revaluation. By biasing behavior toward exploration, boredom necessitates effortful willpower to balance it against exploitation, thereby rendering suppression a highly adaptive function of willpower.
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  21. Exploitation, Solidarity, and Dignity.Pablo Gilabert - 2019 - Journal of Social Philosophy 50 (4):465-494.
    This paper offers a normative exploration of what exploitation is and of what is wrong with it. The focus is on the critical assessment of the exploitation of workers in capitalist societies. Such exploitation is wrongful when it involves a contra-solidaristic use of power to benefit oneself at the expense of others. Wrongful exploitation consists in using your greater power, and sometimes even in making other less powerful than you, in order to get them to benefit you more than they (...)
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  22. Exploitation.Alan Wertheimer - 1996 - Princeton University Press.
    In this book, Alan Wertheimer seeks to identify when a transaction or relationship can be properly regarded as exploitative--and not oppressive, manipulative, or morally deficient in some other way--and explores the moral weight of taking ...
  23.  25
    Exploitation.Alan Wertheimer - 1996 - Princeton University Press.
    What is the basis for arguing that a volunteer army exploits citizens who lack civilian career opportunities? How do we determine that a doctor who has sex with his patients is exploiting them? In this book, Alan Wertheimer seeks to identify when a transaction or relationship can be properly regarded as exploitative--and not oppressive, manipulative, or morally deficient in some other way--and explores the moral weight of taking unfair advantage. Among the first political philosophers to examine this important topic from (...)
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  24.  62
    Exploitation.Michael Gorr - 1998 - Philosophical Review 107 (2):296.
    Despite its title, Alan Wertheimer’s new book is not another tiresome exploration of Marxist economic theories. Indeed, there is virtually no extended discussion of Marxism at all, since Wertheimer believes that what is unique to that perspective is highly problematic, given that when Marxists simply assert that capitalists do exploit wage laborers they are appealing to “the ordinary notion that one party exploits another when it gets unfair and undeserved benefits from its transactions or relationships with others”. His goal is (...)
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  25. Exploitation.Alan Wertheimer & Matt Zwolinski - 1996 - Mind.
    What is the basis for arguing that a volunteer army exploits citizens who lack civilian career opportunities? How do we determine that a doctor who has sex with his patients is exploiting them? In this book, Alan Wertheimer seeks to identify when a transaction or relationship can be properly regarded as exploitative--and not oppressive, manipulative, or morally deficient in some other way--and explores the moral weight of taking unfair advantage. Among the first political philosophers to examine this important topic from (...)
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  26. Exploitation and Sweatshop Labor: Perspectives and Issues.Jeremy Snyder - 2010 - Business Ethics Quarterly 20 (2):187-213.
    In this review, I survey theoretical accounts of exploitation in business, chiefly through the example of low wage or sweatshop labor. This labor is associated with wages that fall below a living wage standard and include long working hours. Labor of this kind is often described as self-evidently exploitative and immoral (Van Natta 1995). But for those who defend sweatshop labor as the first rung on a ladder toward greater economic development, the charge that sweatshop labor is self-evidently exploitative fails (...)
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  27. Should I stay or should I go? How the human brain manages the trade-off between exploitation and exploration.Jonathan D. Cohen, Samuel M. McClure & Yu & J. Angela - 2008 - In Jon Driver, Patrick Haggard & Tim Shallice (eds.), Mental Processes in the Human Brain. Oxford University Press.
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  28.  6
    Consumer Decision-Making Creativity and Its Relation to Exploitation–Exploration Activities: Eye-Tracking Approach.Eunyoung Choi, Cheong Kim & Kun Chang Lee - 2021 - Frontiers in Psychology 11.
    Modern consumers face a dramatic rise in web-based technological advancements and have trouble making rational and proper decisions when they shop online. When they try to make decisions about products and services, they also feel pressured against time when sorting among all of the unnecessary items in the flood of information available on the web. In this sense, they need to use consumer decision-making creativity to make rational decisions. However, unexplored research questions on this subject remain. First, in what ways (...)
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  29. Exploring by Believing.Sara Aronowitz - 2021 - Philosophical Review 130 (3):339-383.
    Sometimes, we face choices between actions most likely to lead to valuable outcomes, and actions which put us in a better position to learn. These choices exemplify what is called the exploration/exploitation trade-off. In computer science and psychology, this trade-off has fruitfully been applied to modulating the way agents or systems make choices over time. This article extends the trade-off to belief. We can be torn between two ways of believing, one of which is expected to be more accurate in (...)
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  30.  20
    Cartographie de la controverse d’exploration et d’exploitation du gaz de schiste en Algérie.Neila Zerguini - 2016 - Éthique Publique 18 (1).
    En Algérie, la nouvelle loi sur les hydrocarbures autorise l’exploitation des hydrocarbures non conventionnels, incluant le gaz de schiste, dont les réserves ont récemment été réévaluées à la hausse. Ces rebondissements ont suscité autant l’intérêt que l’inquiétude de l’opinion publique. Très sommairement, le débat est perçu comme opposant les « pour » l’exploitation qui mettent en avant des gains économiques aux « contre », écologistes s’opposant à la fracturation hydraulique. Cette dualité ne rend pas justice à la complexité de la (...)
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  31.  39
    Exploiting disadvantage as causing harm.Siba Harb & R. J. Leland - 2019 - Ethics and Global Politics 12 (1):33-42.
    In Responding to Global Poverty, Christian Barry and Gerhard Øverland argue that, while exploitation is morally problematic, responsibilities not to exploit are characteristically less stringent than responsibilities not to harm. They even suggest that exploiters’ responsibilities to assist the exploited may be weaker than the responsibilities of culpable bystanders who are able to help the poor but fail to do so We think Barry and Øverland underestimate the prospects of the exploitation argument. In our paper, we suggest that exploitation can (...)
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  32.  48
    Exploitation: perspectives from philosophy, politics, and economics.Benjamin Ferguson & Matt Zwolinski (eds.) - 2023 - New York, NY: Oxford University Press.
    This book brings together recent work on the topic of exploitation from philosophy, political science, and economics in one volume, organised around three main questions: what is exploitation?, why is exploitation wrong?, and what should we do about it? These questions are increasingly relevant in public policy discussions. The past decade has witnessed the rise of populism and an increasing sense that politics is a game rigged to benefit certain classes of persons at the expense of others. Interestingly, this sense (...)
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  33. From Theory Choice to Theory Search: The Essential Tension Between Exploration and Exploitation in Science.Peter Rubbens & Rogier De Langhe - 2015 - In William J. Devlin & Alisa Bokulich (eds.), Kuhn’s Structure of Scientific Revolutions - 50 Years On. Cham: Boston Studies in the Philosophy and History of Science, vol. 311. Springer.
     
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  34.  42
    Exploiting Spatial and Temporal for Point of Interest Recommendation.Jinpeng Chen, Wen Zhang, Pei Zhang, Pinguang Ying, Kun Niu & Ming Zou - 2018 - Complexity 2018:1-16.
    An increasing number of users have been attracted by location-based social networks in recent years. Meanwhile, user-generated content in online LBSNs like spatial, temporal, and social information provides an ever-increasing chance to study the human behavior movement from their spatiotemporal mobility patterns and spawns a large number of location-based applications. For instance, one of such applications is to produce personalized point of interest recommendations that users are interested in. Different from traditional recommendation methods, the recommendations in LBSNs come with two (...)
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  35.  84
    The Right to Exploit: Parasitism, Scarcity, and Basic Income.Gijs Van Donselaar - 2009 - New York, US: Oup Usa.
    This book explores how traditional theories of economic justice, both from the libertarian right and the egalitarian left, have failed to appreciate the objection against exploitative behavior that would be possible through the exercise of property rights. This failure also underlies the recent plea for a so-called unconditional basic income.
  36.  23
    Re-engineering tertiary education for oil exploration and exploitation in the Niger Delta region of Nigeria: The Shell Petroleum Development Company intensive training programme 1998-2005.A. O. Gabriel - 2008 - Sophia: An African Journal of Philosophy 10 (1).
  37. Cognitive Distance in and Between CoP's and Firms: Where do exploitation and exploration Take Place, and How are They Connected?Bart Nooteboom - 2008 - In Ash Amin & Joanne Roberts (eds.), Community, Economic Creativity, and Organization. Oxford University Press.
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  38. Exploitation et obligation de travailler.Pierre-Étienne Vandamme - 2014 - Les ateliers de l'éthique/The Ethics Forum 9 (2):29-49.
    Cet article défend une définition de l’exploitation, restreinte aux relations de travail, en tentant d’une part d’expliciter une certaine compréhension de sens commun du concept (rémunération inéquitable en fonction du travail presté), et d’autre part d’échapper aux difficultés qui ont affecté la définition marxiste traditionnelle de l’exploitation comme extorsion de la plus-value (dans ses diverses variantes). Il explore ainsi le lien entre l’exploitation et l’obligation matérielle de travailler pour subvenir à ses besoins fondamentaux. Après avoir mis en garde contre les (...)
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  39.  33
    Exploiting the guilt aversion of others: do agents do it and is it effective?Eric Cardella - 2016 - Theory and Decision 80 (4):523-560.
    The general idea of guilt aversion is that agents may be motivated to avoid letting others down, even at the expense of their own material payoff. Several experimental studies have documented behavior that is consistent with agents exhibiting guilt averse motivations in social interactions. However, there are strategic implications of guilt aversion, which can impact economic outcomes in important ways, that have yet to be explored. I introduce a game that admits the possibility for agents to induce guilt upon others (...)
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  40.  6
    Sexual Exploitation of Children and Adolescents, Human Trafficking and Mega Sporting Events: A Case Study from Brazil.Ronald E. Neptune - 2016 - Transformation: An International Journal of Holistic Mission Studies 33 (3):218-224.
    The purpose of this article is to describe the operation of a four-year prevention and awareness campaign organized by an evangelical social action network that mobilized Brazilian local churches to confront the sexual exploitation of children and adolescents before and during the FIFA 2014 World Cup. The aspects explored in this article are: the birth of the campaign; the manner in which an evangelical network served as a catalyst to mobilize the church to confront sexual violence; and the lessons learned (...)
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  41.  33
    Exploiting Placebo Effects for Therapeutic Benefit.Colin Cheyne - 2005 - Health Care Analysis 13 (3):177-188.
    It is widely believed that medically inert treatments (“placebos”) can bring about therapeutic benefits. There is also evidence that medically active treatments may also have “placebo” effects. Since anything that has the potential to benefit patients ought to be exploited, subject to appropriate ethical standards, it has been suggested that more should be done to investigate and exploit the power of the placebo for therapeutic benefit. I explore the acute epistemic and ethical constraints that such exploitation is likely to face, (...)
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  42.  38
    Will AI avoid exploitation? Artificial general intelligence and expected utility theory.Adam Bales - forthcoming - Philosophical Studies:1-20.
    A simple argument suggests that we can fruitfully model advanced AI systems using expected utility theory. According to this argument, an agent will need to act as if maximising expected utility if they’re to avoid exploitation. Insofar as we should expect advanced AI to avoid exploitation, it follows that we should expected advanced AI to act as if maximising expected utility. I spell out this argument more carefully and demonstrate that it fails, but show that the manner of its failure (...)
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  43.  22
    The theory of exploitation as the unequal exchange of labour.Naoki Yoshihara & Roberto Veneziani - 2018 - Economics and Philosophy 34 (3):381-409.
    :This paper explores the foundations of the theory of exploitation as the unequal exchange of labour. The key intuitions behind all of the main approaches to UEL exploitation are explicitly analysed as a series of formal axioms in a general economic environment. Then, a single domain condition calledLabour Exploitationis formulated, which summarizes the foundations of UEL exploitation theory, defines the basic domain of all UEL exploitation forms, and identifies the formal and theoretical framework for the analysis of the appropriate definition (...)
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  44.  76
    Stopping the Exploitation of Workers: An Analysis of the Effective Application of Consumer or Socio-Political Pressure.Gina L. S. Pines & David G. Meyer - 2005 - Journal of Business Ethics 59 (1-2):155-162.
    Commodity chain analysis (Bair and Ramsay, 2003 Multinational Companies and Global Human Resource Strategies) is used to explore where economic pressure (from consumers) or socio-political pressure (from governments and NGOs) can be applied to reduce worker exploitation. Six paths are illustrated with examples of successful and unsuccessful application of pressure. Three conclusions are reached :Economic pressure on companies and brand owners is more likely to lead to improved workplace conditions than socio-political pressure; Brand owners are more likely to implement improved (...)
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  45.  35
    Exploiting human and mouse transcriptomic data: Identification of circadian genes and pathways influencing health.Emma E. Laing, Jonathan D. Johnston, Carla S. Möller-Levet, Giselda Bucca, Colin P. Smith, Derk-Jan Dijk & Simon N. Archer - 2015 - Bioessays 37 (5):544-556.
    The power of the application of bioinformatics across multiple publicly available transcriptomic data sets was explored. Using 19 human and mouse circadian transcriptomic data sets, we found that NR1D1 and NR1D2 which encode heme‐responsive nuclear receptors are the most rhythmic transcripts across sleep conditions and tissues suggesting that they are at the core of circadian rhythm generation. Analyzes of human transcriptomic data show that a core set of transcripts related to processes including immune function, glucocorticoid signalling, and lipid metabolism is (...)
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  46.  42
    Uncertainty and Exploration in a Restless Bandit Problem.Maarten Speekenbrink & Emmanouil Konstantinidis - 2015 - Topics in Cognitive Science 7 (2):351-367.
    Decision making in noisy and changing environments requires a fine balance between exploiting knowledge about good courses of action and exploring the environment in order to improve upon this knowledge. We present an experiment on a restless bandit task in which participants made repeated choices between options for which the average rewards changed over time. Comparing a number of computational models of participants’ behavior in this task, we find evidence that a substantial number of them balanced exploration and exploitation by (...)
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  47.  25
    Junior doctors and moral exploitation.Joshua Parker - 2019 - Journal of Medical Ethics 45 (9):571-574.
    In this paper I argue that junior doctors are morally exploited. Moral exploitation occurs where an individual’s vulnerability is used to compel them to take on additional moral burdens. These might include additional moral responsibility, making weighty moral decisions and shouldering the consequent emotions. Key to the concept of exploitation is vulnerability and here I build on Rosalind McDougall’s work on the key roles of junior doctors to show how these leave them open to moral exploitation by restricting their reasonable (...)
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  48.  12
    The Russians in the Arctic: Aspects of Soviet Exploration and Exploitation of the Far North 1937-1957 by Terence Armstrong. [REVIEW]Erwin Hiebert - 1963 - Isis 54:513-513.
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  49.  15
    Addressing labour exploitation in the data science pipeline: views of precarious US-based crowdworkers on adversarial and co-operative interventions.Jo Bates, Elli Gerakopoulou & Alessandro Checco - 2023 - Journal of Information, Communication and Ethics in Society 21 (3):342-357.
    Purpose Underlying much recent development in data science and artificial intelligence (AI) is a dependence on the labour of precarious crowdworkers via platforms such as Amazon Mechanical Turk. These platforms have been widely critiqued for their exploitative labour relations, and over recent years, there have been various efforts by academic researchers to develop interventions aimed at improving labour conditions. The aim of this paper is to explore US-based crowdworkers’ views on two proposed interventions: a browser plugin that detects automated quality (...)
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  50.  19
    Rebellion Under Exploitation: How and When Exploitative Leadership Evokes Employees’ Workplace Deviance.Yijing Lyu, Long-Zeng Wu, Yijiao Ye, Ho Kwong Kwan & Yuanyi Chen - 2023 - Journal of Business Ethics 185 (3):483-498.
    Drawing on the perspective of causal reasoning and the social cognitive theory of moral thought and action, this study explores the mechanisms underlying the association between exposure to exploitative leadership and employee workplace deviance. The results of a time-lagged survey conducted in China reveal that exposure to exploitative leadership can evoke a moral justification process that leads to increased employee organizational and interpersonal deviance. A tendency toward hostile attribution bias reinforces the direct link between exploitative leadership and moral justification and (...)
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