scholarly journals Predicting the Future: Art and Algorithms

2020 ◽  
Vol 18 (3) ◽  
pp. 893-911
Author(s):  
Akos Rona-Tas

Abstract Predictive algorithms are replacing the art of human judgement in rapidly growing areas of social life. By offering pattern recognition as forecast, predictive algorithms mechanically project the past onto the future, embracing a peculiar notion of time where the future is different in no radical way from the past and present, and a peculiar world where human agency is absent. Yet, prediction is about agency, we predict the future to change it. At the individual level, the psychological literature has concluded that in the realm of predictions, human judgement is inferior to algorithmic methods. At the sociological level, however, human judgement is often preferred over algorthms. We show how human and algorithmic predictions work in three social contexts—consumer credit, college admissions and criminal justice—and why people have good reasons to rely on human judgement. We argue that mechanical and overly successful local predictions can result in self-fulfilling prophecies and, eventually, global polarization and chaos. Finally, we look at algorithmic prediction as a form of societal and political governance and discuss how it is currently being constructed as a wide net of control by market processes in the USA and by government fiat in China.

Mind ◽  
2019 ◽  
Vol 129 (515) ◽  
pp. 887-915 ◽  
Author(s):  
Neil Levy ◽  
Mark Alfano

Abstract In the past two decades, epistemologists have significantly expanded the focus of their field. To the traditional question that has dominated the debate — under what conditions does belief amount to knowledge? — they have added questions about testimony, epistemic virtues and vices, epistemic trust, and more. This broadening of the range of epistemic concern has coincided with an expansion in conceptions of epistemic agency beyond the individualism characteristic of most earlier epistemology. We believe that these developments have not gone far enough. While the weak anti-individualism we see in contemporary epistemology may be adequate for the kinds of cases it tends to focus on, a great deal of human knowledge production and transmission does not conform to these models. Furthermore, the dispositions and norms that are knowledge-conducive in the familiar cases may not be knowledge-conducive generally. In fact, dispositions that, at an individual level, count as epistemic vices may be epistemic virtues in common social contexts. We argue that this overlooked feature of human social life means that epistemology must become more deeply and pervasively social.


Author(s):  
Barbara J. Risman

This is the first data chapter. In this chapter, respondents who are described as true believers in the gender structure, and essentialist gender differences are introduced and their interviews analyzed. They are true believers because, at the macro level, they believe in a gender ideology where women and men should be different and accept rules and requirements that enforce gender differentiation and even sex segregation in social life. In addition, at the interactional level, these Millennials report having been shaped by their parent’s traditional expectations and they similarly feel justified to impose gendered expectations on those in their own social networks. At the individual level, they have internalized masculinity or femininity, and embody it in how they present themselves to the world. They try hard to “do gender” traditionally.


Author(s):  
Elizabeth Gaskell ◽  
Dinah Birch

A man … is so in the way in the house!’ A vivid and affectionate portrait of a provincial town in early Victorian England, Elizabeth Gaskell’s Cranford describes a community dominated by its independent and refined women. Undaunted by poverty, but dismayed by changes brought by the railway and by new commercial practices, the ladies of Cranford respond to disruption with both suspicion and courage. Miss Matty and her sister Deborah uphold standards and survive personal tragedy and everyday dramas; innovation may bring loss, but it also brings growth, and welcome freedoms. Cranford suggests that representatives of different and apparently hostile social worlds, their minds opened by sympathy and suffering, can learn from each other. Its social comedy develops into a study of generous reconciliation, of a kind that will value the past as it actively shapes the future. This edition includes two related short pieces by Gaskell, ‘The Last Generation in England’ and ‘The Cage at Cranford’, as well as a selection from the diverse literary and social contexts in which the Cranford tales take their place.


Author(s):  
Abbie J. Shipp

Temporal focus is the individual tendency to characteristically think more or less about the past, present, and future. Although originally rooted in early work from psychology, research on temporal focus has been steadily growing in a number of research areas, particularly since Zimbardo and Boyd’s (1999) influential article on the topic. This chapter will review temporal focus research from the past to the present, including how temporal focus has been conceptualized and measured, and which correlates and outcomes have been tested in terms of well-being and behavior. Based on this review, an agenda for research is created to direct temporal focus research in the future.


2021 ◽  
pp. 1-18
Author(s):  
Yu Zhang ◽  
Su-hua Wang ◽  
Shinchieh Duh

We provide a framework of analysis for Chinese ways of learning that extends beyond the individual level. The theoretical framework focuses on Confucian principles of <i>xiào</i> (孝, filial piety), <i>guăn</i> (管, to govern), and <i>dào dé guān</i> (道德觀, virtues), which leads us to argue that directive guidance as a cultural practice nourishes Chinese-heritage children’s learning as early as in infancy. To illustrate how directive guidance occurs in action for infants, we present an empirical study that examined the interaction of mother-infant dyads in Taipei, Taiwan, when they played with a challenging toy. The dyads co-enacted directive guidance more frequently than their European-American counterparts in the USA – through hand holding, intervening, and collaboration – while infants actively participate in the practice. We discuss the early development of strengths for learning that is fostered through culturally meaningful practices recurrent in parent-infant interaction.


Author(s):  
Md. Razib Alam ◽  
Bonwoo Koo ◽  
Brian Paul Cozzarin

Abstract Our objective is to study Canada’s patenting activity over time in aggregate terms by destination country, by assignee and destination country, and by diversification by country of destination. We collect bibliographic patent data from the Canadian Intellectual Property Office and the United States Patent and Trademark Office. We identify 19,957 matched Canada–US patents, 34,032 Canada-only patents, and 43,656 US-only patents from 1980 to 2014. Telecommunications dominates in terms of International Patent Classification technologies for US-only and Canada–US patents. At the firm level, the greatest number of matched Canada–US patents were granted in the field of telecommunications, at the university level in pharmaceuticals, at the government level in control and instrumentation technology, and at the individual level in civil engineering. We use entropy to quantify technological diversification and find that diversification indices decline over time for Canada and the USA; however, all US indices decline at a faster rate.


2017 ◽  
Vol 54 (6) ◽  
pp. 819-832 ◽  
Author(s):  
Efe Tokdemir

Foreign aid is a policy tool implemented with the purpose of fostering both hard and soft power abroad. Yet, previous research has not probed the effects of US foreign aid on public attitudes toward the US in the recipient countries. In this article, I argue that US foreign aid may actually feed anti-Americanism: aid indirectly creates winners and losers in the recipient countries, such that politically discontented people may blame the US for the survival of the prevailing regime. Drawing on Pew Research for Global Attitudes and on USAID Greenbook datasets, I focus on determining both the conditions under which foreign aid exacerbates anti-Americanism and the type of aid most likely to do this. The findings reveal that political losers of the recipient countries are more likely to express negative attitudes toward the USA as the amount of US aid increases, whereas political winners enjoy the results of US aid and view the USA positively accordingly. Moreover, the effect of US aid on attitudes toward the USA is also conditional on the regime type. While US aid increases the likelihood of anti-American attitudes among the losers in non-democratic countries, it decreases the likelihood of anti-Americanism among the losers in democratic ones. This article has important implications for policy in terms of determining how and to whom to provide aid in the context of the possible ramifications of providing aid at the individual level.


2018 ◽  
Vol 2 (1) ◽  
pp. 1-37
Author(s):  
F. Bocken ◽  
E. Brennan ◽  
N. Claessens ◽  
D. Claeys ◽  
S. Debeaussaert ◽  
...  

Abstract Contemporary society is plagued by a number of issues and inconsistencies on both an environmental and a socio-economic level. Reliance on bank loans forces debtors to seek means to repay their debts, thus facilitating the current boundless economic growth in which long-term, environmental considerations typically come second. On the individual level, since virtually nothing is free, everyone has to ensure his or her own livelihood, mostly in the form of wage labour. For fear of poverty, the unemployed must adjust to the needs of the job market and risk not being able to fully explore their potential. Other socio-economic groups also face stigmatisation, and inequality is rampant as a result of the pervasive market-based pricing mechanisms. In view of these issues, it seems unjustified to accept these terms and conditions in the future, especially since the West has to cater to its ageing population and the ensuing pressure this will exert on welfare systems. Therefore, as a transdisciplinary team assisted by various experts and armed with insights from a wide <target target-type="page-num" id="p-2"/>variety of sources, we propose an alternative model of society based on the values of fairness, inclusion and transparency, with the goal of developing a representative systems map for a future, resilient and equitable society. The exact workings of this society are captured by several building blocks, which together endeavour to cover the full range of functions and responsibilities associated with society today, and jointly promote democratisation while guaranteeing equal political representation for all members of society.


2002 ◽  
Vol 49 (2) ◽  
pp. 15-18
Author(s):  
J.A. Wils

Colorectal cancer is a leading cause of morbidity and mortality, with approximately 300,000 new cases and 200,000 related deaths in Europe and the USA each year. Adjuvant treatment of colorectal cancer is now widely accepted and can reduce mortality with approximately 10%. This can be considered as one of the major achievements in oncology from the past decade. Current results will be discussed and strategies for the future will be outlined, including on-going or planned large-scale trials with new drugs and approaches.


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