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)

Machine learning algorithms bring out an under-appreciated puzzle of discrimination, namely figuring out when a decision made on the basis of a factor correlated with race is a decision made on the basis of race. I argue that prevailing approaches, which are based on identifying and then distinguishing among causal effects of race, in their metaphysical timidity, fail to get off the ground. I suggest, instead, that adopting a constructivist theory of race answers this puzzle in a principled manner. On (...) what I call a “thick constructivist” account of race, to be raced is to be socially positioned in the way indicated by a certain set of statistical regularities on the basis of particular phenotypical traits. A thick constructivist sees that acting on the basis of correlations that constitute race qua social position just is acting on the basis of race, because races just are social positions that subject their member individuals to a particular matrix of social relations that define the raced position. This conclusion has considerable ramifications for our understanding of discrimination, algorithms and beyond. (shrink)

Case law retrieval is the task of locating truly relevant legal cases given an input query case. Unlike information retrieval for general texts, this task is more complex with two phases (legal case retrieval and legal case entailment) and much harder due to a number of reasons. First, both the query and candidate cases are long documents consisting of several paragraphs. This makes it difficult to model with representation learning that usually has restriction on input length. Second, the concept of (...) relevancy in this domain is defined based on the legal relation that goes beyond the lexical or topical relevance. This is a real challenge because normal text matching will not work. Third, building a large and accurate legal case dataset requires a lot of effort and expertise. This is obviously an obstacle to creating enough data for training deep retrieval models. In this paper, we propose a novel approach called supporting model that can deal with both phases. The underlying idea is the case–case supporting relation and the paragraph–paragraph as well as the decision-paragraph matching strategy. In addition, we propose a method to automatically create a large weak-labeling dataset to overcome the lack of data. The experiments showed that our solution has achieved the state-of-the-art results for both case retrieval and case entailment phases. (shrink)

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.

University students having high entrepreneurial intention while not transferring into actual entrepreneurial behavior is a contradictory issue in need of in-depth research. To explore the successive development mechanism of the entrepreneurial process, this study constructed a moderated mediation model to examine whether entrepreneurial commitment from three dimensions mediated the relationship between entrepreneurial intention and behavior, and whether this mediating process was moderated by family support. A survey was conducted among university students from six major universities in south China using the (...) snowball sampling approach. A total of 469 valid responses were obtained. Structural equation modeling was adopted for data analysis. According to the results of the confirmatory factor analysis, it was found that entrepreneurial intention had both direct and indirect positive effects on entrepreneurial behavior, while entrepreneurial commitment worked as the mediator, and family support moderated the relationship between entrepreneurial intention and behavior. Results indicated that entrepreneurial commitment bridged the path from entrepreneurial intention to behavior, and family support created the boundary effect. This finding highlights the importance of guiding students through entrepreneurial commitment toward entrepreneurial behavior, and pays special attention to the crucial role of family support under the national strategy. (shrink)

"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)

The study reported here considers the relationship between emotional state and cooperation. An experiment is conducted in which the emotions of fear, happiness, and disgust are induced using 360-degree videos, shown in virtual reality. There is also a control condition in which a neutral state is induced. Under the Fear, Happiness, and Disgust conditions, the cooperation level is lower than under the Neutral condition. Furthermore, cooperation declines over time in the three emotion conditions, while it does not under Neutral. The (...) findings suggest that emotions are associated with the dynamic pattern of declining cooperation over time. (shrink)

本卷收入胡适哲学与文化方面的论文、函牍、讲演、札记80余篇。其中包括实验主义、我们对于西洋近代文明的态度等重要文章。所收文章全面反映了胡适哲学思想、学术主张和对于中西文化的态度,对于了解和研究胡适本人 以及现代中国学术史、现代中国启蒙运动等内容。.

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)

In this paper I test major analytic theories of interpretation, including anti-intentionalism, the value-maximizing theory, actual intentionalism, and hypothetical intentionalism, against Li Shang-yin’s poem ‘The Ornamented Zither’. I argue that, based on the results of the test, all of these theories face grave difficulties. If their supporters want their accounts to be sustained in the debate over interpretation, they need to address the worries I raise.

We study whether changes in analyst recommendation ratings systems encouraged by the implementation of NASD 2711 in 2002 are associated with improved objectivity and independence in analyst recommendations. Using recommendations issued during windows surrounding major investment banking events, we show that reductions in analyst optimism following the reforms concentrate in the recommendations of analysts whose employer adopted a three-tier rating system at the time of the reforms, and that this effect is generally stronger for analysts whom the underlying incentives to (...) engage in unethical behaviour is greatest. We also find evidence that adoption of the three-tier system improved the market’s perception of the objectivity of analyst recommendations issued after SEOs, and that for hold and sell-type recommendations this effect was stronger for analysts subject to the greatest potential ethical conflicts. While we find some evidence of a general post-reform increase in the profitability of recommendations issued following equity transactions, this improvement was only conditioned by changes to the rating system in our IPO sample. (shrink)

Modelling data in applied areas particularly in reliability engineering is a prominent research topic. Statistical models play a vital role in modelling reliability data and are useful for further decision-making policies. In this paper, we study a new class of distributions with one additional shape parameter, called a new generalized exponential-X family. Some of its properties are taken into account. The maximum likelihood approach is adopted to obtain the estimates of the model parameters. For assessing the performance of these estimators, (...) a comprehensive Monte Carlo simulation study is carried out. The usefulness of the proposed family is demonstrated by means of a real-life application representing the failure times of electronic components. The fitted results show that the new generalized exponential-X family provides a close fit to data. Finally, considering the failure times data, the Bayesian analysis and performance of Gibbs sampling are discussed. The diagnostics measures such as the Raftery–Lewis, Geweke, and Gelman–Rubin are applied to check the convergence of the algorithm. (shrink)

In the early 2000s, some scholars suggested integrative ethical education as an approach to reconcile the gap between cognitive-development education, based on rule ethics, and traditional character-ethics education, inspired by character ethics in Western ethical education. Darcia Narvaez also tried to establish a comprehensive and systematic model. Nonetheless, she has indicated four questions that need further research. This paper aims to respond to Narvaez’s project and its questions from the angle of Xunzi’s ritual education. It argues that Xunzi’s thought may (...) provide some insights for Narvaez’s approach. To present this, it begins its discussion with an introduction of the main ideas of Xunzi’s thought. Later, it tries to show the insights from certain notions and elements, such as Junzi, reasoned judgment, of Xunzi’s ritual education for Narvaez’s project of integrative ethical education. Some relevant questions are also discussed. (shrink)

That a symbolic object or work of art participates in what it signifies, as a part within a whole, was a controversial claim discussed with particular intensity in the wake of Immanuel Kant's Critique of Judgment. It informed the aesthetic theories of a constellation of writers in Jena and Weimar around 1800, including Moritz, Goethe, Schelling and Hegel. Yet the twin concepts of symbol and intuition were not only tools of literary and mythological criticism: they were integral even to questions (...) of epistemology and methodology in the fields of theology, metaphysics, history and natural philosophy. The international contributors to this volume further explore how both the explanatory potential and peculiar dissatisfactions of the symbol entered the Anglo-American discourse, focusing on Coleridge, Crabb Robinson and Emerson. Contemporary debates about the claims of symbolic as opposed to allegorical art are kept in view throughout. (shrink)

An extensive account of China's comprehensive private ownership reforms from 1978 to 2008. User-friendly and approachable, this specialist book combines rich research knowledge with examples and academic theories, plus quotations, anecdotes, idioms, and Chinese sayings to outline and present the sequence and difficulties of China's monumental ownership reforms.

胡適（1891-1962），安徽績溪人。原名嗣穈，後改名胡適，字適之，曾用筆名希彊、臧暉等。新文化運動的奠基人與領袖之一，倡導約翰・杜威的實用主義。1917年回國任教北大，參與編輯《新青年》《努力周報 》《獨立評論》等雜誌，先後擔任中華民國駐美大使、國立北京大學校長、台北「中央研究院」院長等職，著有《中國哲學史大綱》《嘗試集》《胡適文存》等書，並獲諾貝爾文學獎提名。.