Whereas using artificial intelligence (AI) to predict natural hazards is promising, applying a predictive policing algorithm (PPA) to predict human threats to others continues to be debated. Whereas PPAs were reported to be initially successful in Germany and Japan, the killing of Black Americans by police in the US has sparked a call to dismantle AI in law enforcement. However, although PPAs may statistically associate suspects with economically disadvantaged classes and ethnic minorities, the targeted groups they aim to protect are (...) often vulnerable populations as well (e.g., victims of human trafficking, kidnapping, domestic violence, or drug abuse). Thus, determining how to enhance the benefits of PPA while reducing bias through better management is important. In this paper, we propose a policy schema to address this issue. First, after clarifying relevant concepts, we examine major criticisms of PPAs and argue that some of them should be addressed. If banning AI or making it taboo is an unrealistic solution, we must learn from our errors to improve AI. We next identify additional challenges of PPAs and offer recommendations from a policy viewpoint. We conclude that the employment of PPAs should be merged into broader governance of the social safety net and audited publicly by parliament and civic society so that the unjust social structure that breeds bias can be revised. (shrink)

This paper investigates the representation of authors with different linguistic backgrounds in academic publishing. We first review some common rebuttals of concerns about linguistic injustice. We then analyze 1039 authors of philosophy journals, primarily selected from the 2015 Leiter Report. While our data show that Anglophones dominate the output of philosophy papers, this unequal distribution cannot be solely attributed to language capacities. We also discover that ethics journals have more Anglophone authors than logic journals and that most authors are affiliated (...) with English-speaking universities, suggesting other factors may also play significant roles. Moreover, some interesting results are revealed when we combine the factor of sex with place of affiliation and linguistic background. It indicates that while certain linguistic injustice is inevitable in academic publishing, it may be more complex than thought. We next introduce Broadbent’s :457–476, 2012, Philosophy of epidemiology, Palgrave Macmillan, New York, 2013, Stud Hist Philos Biol Biomed Sci 48:250–257, 2014) contrastive account of causation to give a causal explanation of our findings. Broadbent’s account not only well characterizes the multifaceted causality in academic publishing but also provides a methodological guideline for further investigation. (shrink)

Should you be targeted by police for a crime that AI predicts you will commit? In this paper, we analyse when, and to what extent, the person-based predictive policing (PP) — using AI technology to identify and handle individuals who are likely to breach the law — could be justifiably employed. We first examine PP’s epistemological limits, and then argue that these defects by no means refrain from its usage; they are worse in humans. Next, based on major AI ethics (...) guidelines (IEEE, EU, and RIKEN, etc.), we refine three basic moral principles specific to person-based PP. We also derive further requirements from case studies, including debates in Chicago, New Orleans, San Francisco, Tokyo, and cities in China. Instead of rejecting PP programs, we analyse what necessary conditions should be met for using the tool to achieve social good. While acknowledging its risks, we conclude that the person-based PP could be beneficial in community policing, especially when merging into a larger governance framework of the social safety net. (shrink)

This paper examines racial discrimination and algorithmic bias in predictive policing algorithms (PPAs), an emerging technology designed to predict threats and suggest solutions in law enforcement. We first describe what discrimination is in a case study of Chicago’s PPA. We then explain their causes with Broadbent’s contrastive model of causation and causal diagrams. Based on the cognitive science literature, we also explain why fairness is not an objective truth discoverable in laboratories but has context-sensitive social meanings that need to be (...) negotiated through democratic processes. With the above analysis, we next predict why some recommendations given in the bias reduction literature are not as effective as expected. Unlike the cliché highlighting equal participation for all stakeholders in predictive policing, we emphasize power structures to avoid hermeneutical lacunae. Finally, we aim to control PPA discrimination by proposing a governance solution—a framework of a social safety net. (shrink)

Jerry Fodor and Ernest Lepore (1999/2002) frame the debate over meaning holism in terms of a distinction between meaning atomism and meaning anatomism. The former holds that the meaning of an expression E is determined by some relation between E and some extra-linguistic entity. The latter holds that the meaning of E is at least partly determined by some of E’s “inward” relations (IRs) with other expressions in the very language. They (1992) argue that meaning anatomism inevitably collapses into meaning (...) holism, which is the view that the meaning of E is determined by E’s IRs with every other expression in the very language because there is no principled distinction for the anatomist to divide the meaning-determining IRs from the non-meaning-determining ones. In response, the non-holistic anatomist urges that Fodor and Lepore’s no-principled-basis consideration is groundless because the lack of a generally accepted criterion for such a distinction does not undermine the viability of the distinction itself. While this point is well taken, I think that Fodor and Lepore are onto an important question here. That is, what does it make non-holistic anatomism distinctive from its holistic counterpart if without a principled basis for the distinction among IRs? I look into this question and give an alternative argument from Fodor and Lepore’s to suggest that non-holistic anatomism cannot bypass the no-principled-basis consideration. The non-holistic anatomist will need a principled distinction in kind between IRs to back her point. (shrink)

Ruyu HungNational Chiayi UniversityThis collective writing is intended to portray the contour of philosophy of education in contemporary Taiwan, resounding many beautiful counterparts in EPAT (Bies...

Higher education policy and manpower training fail to meet the requirement of rapidly-changing society and employers' expectation in Taiwan, resulting in the great gap between university education and employment. Students employability is also what all higher education institutions should focus whether a high degree of student learning outcomes can represent a high degree of students employability or not, this still unclarified. This study aims to explore the relationships among pedagogy for employability, problem-based teaching mode, absorptive capacity and student employability in (...) higher education institutions (HEIs). In terms of analyzing a total sample of 553 undergraduates from 12 Taiwanese HEIs by using structural equation model (SEM), the results show that the influences of pedagogy for employability and problem-based teaching mode on absorptive capacity and student employability are statistically positive significant. Based on the findings, specific suggestions and managerial implications for HEIs, curriculum and instruction planning, and future research are provided. (shrink)

The importance of organizational ambidexterity was stressed in different fields of management. This study was using a distinct method to measure the differences in the degree of ambidexterity to bridge the gap with the previous studies and to provide more insights in the successful management of exploitation and exploration. This study surveyed Taiwanese small and medium-sized enterprises to test the hypotheses. We issued 1000 questionnaires in total and received 234 valid ones. Results indicate exploitative and explorative capabilities exerting non-linear effect (...) on performance. Likewise, ambidexterity and its interaction with market orientation have positive influence on firm performance. This study used structural equation modeling to analyze data, as this approach is known to be particularly advantageous for the exploratory nature of this study. We also used hierarchical regression analysis to test interaction and moderating effects. The study contributes to the literature in two ways. First, we offer a clearer understanding of the complete concept of social capital, including inter-firm and intra-firm social capital, and how contributes to improving and extending existing exploitative capabilities. Second, this study outlines how market orientation can have different effects on an ambidextrous strategy that is adopted to improve Taiwanese SMEs performance. (shrink)

Do people with different views of what is fair attribute different intentions to actions? In a novel experimental design, participants were significantly more likely to attribute a no-redistribution vote to selfishness if they considered redistribution as being fair. I define this—attributing actions that do not adhere to one’s own fairness view to selfishness—as suspicious attribution. I develop a theory of intention attribution to show how suspicious attribution arises from two other findings from the experiment: the participants underestimate the number of (...) people with fairness views differing from their own and overestimate the selfishness of participants with other fairness views. I discuss how the findings can help explain political polarization. (shrink)

Huangdi Yin fu jing -- Tai bai yin jing -- Su shu --Tian shu -- Tong xun zhen jing.

The growing prevalence of health care ethics consultation (HCEC) services in the U.S. has been accompanied by an increase in calls for accountability and quality assurance, and for the debates surrounding why and how HCEC is evaluated. The objective of this study was to evaluate the effectiveness of HCEC as indicated by several novel outcome measurements in East Asian medical encounters.

The book offers an interdisciplinary perspective on finance, with a special focus on stock markets. It presents new methodologies for analyzing stock markets’ behavior and discusses theories and methods of finance from different angles, such as the mathematical, physical and philosophical ones. The book, which aims at philosophers and economists alike, represents a rare yet important attempt to unify the externalist with the internalist conceptions of finance.

本书以新旧全球化为历史平台,以交往实践观为哲学视界,重新梳理了马克思主义哲学的发展过程,并由此论述了邓小平理论,江泽民“三个代表”重要思想的哲学基础。.

本书分:绪论,肥沃而贫脊的土壤,传统戏曲审美系统的制导机制,传统戏曲审美系统的信息机制,传统戏曲审美系统的控制和机制,总体效应—泛喜剧化六章.

The book offers an interdisciplinary perspective on finance, with a special focus on stock markets. It presents new methodologies for analyzing stock markets' behavior and discusses theories and methods of finance from different angles, such as the mathematical, physical and philosophical ones. The book, which aims at philosophers and economists alike, represents a rare yet important attempt to unify the externalist with the internalist conceptions of finance.

The American Journal of Bioethics, Volume 11, Issue 8, Page 58-59, August 2011.

"Science and religion are often viewed as dichotomies. But although our contemporary society is often perceived as a rationalization process, we still need broad, metaphysical beliefs outside of what can be proven empirically. Rituals and symbols remain at the core of modern life. Do our concepts of science and religion require revitalization? Can science itself be considered a religion, a belief, or an ideology? Science's authority and prestige allows for little in the way of alternate approaches not founded in empirical (...) science. It is not unusual to believe that technology and science will solve the world's fundamental problems. Has truth been colonized by science? Have scientific disciplines become so specialized and "operationally closed" that they have constructed barriers to other disciplines as well as the general public? The writers of this book set out to investigate whether the symbols of academia may in some cases take on a quality of sacrality, whether the rule of experts can be said to have the character of a "priesthood of knowledge", whether religion has a place in scientific contexts, and a selection of other questions concerning science and its relations to religious belief."--P. [4] of cover. (shrink)

This paper describes Freud pioneered by Don • After the phenomenology of the growth process, the main problem after the phenomenology of phenomenology in the field and after the latest expansion of the current, after trying to have a general grasp of phenomenology, in order to promote domestic academic circles After the phenomenology of attention and in-depth research, serve. Phenomenology after the formation and Don • Freud and established technology research group closely linked. After the phenomenological analysis of the first (...) stage is based on a philosophy of rebellion, because all phenomena are the analytical philosophy of language; but also with Husserl's transcendental phenomenology distance, because too much emphasis on empty Husserl's transcendental self. After phenomenology and pragmatism in part the product of the combination of phenomenology and its application to scientific research, experience, their thoughts turned to the core. • Freud, after Don phenomenology has many followers in the current, they will expand into post-phenomenological medicine, economics, astronomy and other fields. In this sense one can say, after the phenomenological movement is in the ascendant. (shrink)

本书内容包括:超然物外随想;西方世界的超然思想;东方印度思想中的超然;宗教的超然;道教/因眷恋人生而超然;老子/超然的有道之人;庄子/逍遥游世的超然等。.

本书主要内容包括:泛观博览、止心圣学;投荒万里、龙场悟心;职事屡迁、门生广进;南赣戎机、矢石书影、翦除宁藩、教揭良知;讲学越城、心目俱醒;总督两广、恩威兼行;夫复何言、此心光明;哲人往矣、尔思曷兴.

本书围绕"春秋穀梁传"的政治哲学与伦理哲学, 通过对"穀梁传"思想研究之背景的天命信仰, 时间观念与宗法渊源的研究, 论析了"穀梁传"政治哲学之纵向演进的尊周与内鲁倾向,横向展开的华夷观和重民思想, 及作为"穀梁传"伦理哲学之典范的夫妇伦理与兄弟伦理; 并对中国哲学史中的先秦儒道思想, 魏晋有无之辩, 宋代东莱学与事功学等问题作了探讨.

The meaning of "community" in William Wordsworth's poems deserves further exploration. Recent studies have shown an increasing interest in Wordsworth's thoughts and feelings regarding community. Of all the ongoing debates, the most interesting is the one between Lucy Newlyn and Simon J. White. In an article whose subtitle is "Community in The Prelude," Newlyn argues that in writing The Prelude Wordsworth's "aim was nothing less than to show how the foundations of a benevolent society might be laid using 'the growth (...) of the poet's mind' as the starting point. Self, as he understood it, was best seen in terms of its responsibilities to community."1 This view is challenged by White who, on the one hand, acknowledges... (shrink)

The view from inside improves our understanding on market failure and regulation failure in financial market. The EMH fails to understand the causes of financial bubbles and crashes. Behavioral finance introduces insight from psychology. The heuristic and biases approach studied behavioral asymmetry in static environment that leads to market irrationality and information distortion. The fast and frugal thinking in decision-making further explore more complex situation under changing environment. They argue that soft-paternalistic regulation is needed under information overload. The most critical (...) issue is information uncertainty and complexity. Lacking information in frequency domain is the main barrier in managing business cycles. Data form inside reveals current limitations of financial data mainly in the short-term price changes. Microstructure studies show that pricing process is shaped by trading rules. Quantitative analysis reveals severe instability in high frequency trading and derivative market. Feasible regulation should aim to encourage new technology and sustainable growth, rather than protect obsolete technology and short-term speculation. The most fundamental challenge to sustainable economic order is the excessive size of the derivative markets that crowding out investment in real economy. This is a more severe issue than the climate change. (shrink)