This paper focuses on the potential of “equitech”—AI technology that improves equity. Recently, interventions have been developed to reduce the harm of implicit bias, the automatic form of stereotype or prejudice that contributes to injustice. However, these interventions—some of which are assisted by AI-related technology—have significant limitations, including unintended negative consequences and general inefficacy. To overcome these limitations, we propose a two-dimensional framework to assess current AI-assisted interventions and explore promising new ones. We begin by using the case of human (...) resource recruitment as a focal point to show that existing approaches have exploited only a subset of the available solution space. We then demonstrate how our framework facilitates the discovery of new approaches. The first dimension of this framework helps us systematically consider the analytic information, intervention implementation, and modes of human-machine interaction made available by advancements in AI-related technology. The second dimension enables the identification and incorporation of insights from recent research on implicit bias intervention. We argue that a design strategy that combines complementary interventions can further enhance the effectiveness of interventions by targeting the various interacting cognitive systems that underlie implicit bias. We end with a discussion of how our cognitive interventions framework can have positive downstream effects for structural problems. (shrink)

Artificial intelligence (AI) systems are increasingly adopted to make decisions in domains such as business, education, health care, and criminal justice. However, such algorithmic decision systems can have prevalent biases against marginalized social groups and undermine social justice. Explainable artificial intelligence (XAI) is a recent development aiming to make an AI system’s decision processes less opaque and to expose its problematic biases. This paper argues against technical XAI, according to which the detection and interpretation of algorithmic bias can be handled (...) more or less independently by technical experts who specialize in XAI methods. Drawing on resources from feminist epistemology, we show why technical XAI is mistaken. Specifically, we demonstrate that the proper detection of algorithmic bias requires relevant interpretive resources, which can only be made available, in practice, by actively involving a diverse group of stakeholders. Finally, we suggest how feminist theories can help shape integrated XAI: an inclusive social-epistemic process that facilitates the amelioration of algorithmic bias. (shrink)

Commentary on Vijñānavidyuta, work on cosmology and five fundamentals (Pañcamahābhūta) in Hindu philosophy by Madhusudana Ojha.

Semantychnyĭ prostir movy -- Odvichni zapytanni︠a︡ -- Pereklady. Martin Haĭdegger. Hans Georg Gadamer. Gabrielʹ Marselʹ.

Hồ Mạnh Tùng và Hồ Mạnh Toàn đều là các nhà nghiên cứu trẻ trong lĩnh vực khoa học xã hội ở độ tuổi dưới 30. Mặc dù mới tham gia nghiên cứu khoa học chưa lâu, nhưng 2 anh em nhà họ Hồ đã có thành tích khoa học ấn tượng.

In lieu of an abstract, here is a brief excerpt of the content:Philosophy and Rhetoric 34.3 (2001) 245-259 [Access article in PDF] Virtue in Aristotle's Rhetoric: A Metaphysical and Ethical Capacity Susan K. Allard-Nelson It has been argued that Aristotle's description of excellence (aretê) as a capacity (dynamis) in Rhetoric 1.9 is inconsistent with his treatment of excellence in Nicomachean Ethics 2.5, where he specifically argues that aretê is not a dynamis, but a hexis (i.e., a state or condition). 1 (...) Certainly, the word that Aristotle uses throughout the Nicomachean Ethics to both describe and categorize aretê is hexis, and he uses this word at Rhetoric 1.6.1362b13, where he says that several of the virtues, and all other such states (kai hai allai hai toiautai hexeis), are excellences of the soul. However, as part of his discussion of the ethical aspects of oratory, Aristotle states that aretê is "a capacity (dynamis) of providing and preserving good things, and a capacity of conferring many great benefits (euergetikê)" (Rh. 1.9.1366a36-1366b1). 2 This discussion is set in language similar to that used to discuss excellence and goodness in Rhetoric 1362b2-4 and 1361a28-30; this suggests that Aristotle intentionally identifies aretê with dynamis in this text, and, to some degree at least, with the dynamis to benefit others. In the former passage, Aristotle claims that "the excellences, too, must be a good thing, for those who possess them are in a good condition, and they are productive of good things and good actions" (Rh. 1.6.1362b2-4). In the latter passage, Aristotle states that honor (timê) can be paid, not only to those who have already done good, but also to those who have the capacity to do good (dynamenos euergetein) in the future. Indeed, in the Rhetoric 1.9.1366b3-7, Aristotle further unites the concepts of excellence, capacity, and beneficence by stating, "If excellence is the capacity of conferring benefits (dynamis euergetikê), then the greatest virtues must be those which are the most useful to others, and, for this reason, justice and courage are the most honored; for the latter is useful to others in war, and the former both in war and in peace" (1366b3-7). [End Page 245]Based on an understanding of this apparent inconsistency in terminology as intentional on Aristotle's part, I intend to argue here that Aristotle's identification of aretê with dynamis in Rhetoric can be understood within the highly specific context of rhetoric as an art as more appropriate, both metaphysically and ethically, than would have been an identification of aretê with hexis. I also intend to argue that, while certain tensions and difficulties are created by the classification of aretê as a dynamis in the Rhetoric and as a hexis in the Nicomachean Ethics, 3 Aristotle can be defended against the charge of inconsistency.To this end, then, I begin by examining the implications of defining rhetoric as an art (technê) that has persuasion (pistis) as its end (telos) and function (ergon). 1. Rhetoric is an art, and, as we know from EN 6.4, art is identical to a state of reasoned capacity to make, and all art is concerned with the coming into being of something that is capable of either being or not being, and whose origin is in the maker (1140a1-23). Art is a rational capacity, or a potency that moves according to, and involves, a rational formula (kai ta men kata logon dynatai kinein kai hai dynameis auton meta logou), and, as such, it is capable of producing contrary effects (Met. 9.5.1047b31-1048a24). For this reason, and to negate the impossibility of contrary effects being produced simultaneously, Aristotle states that a rational capacity involves not only the elements of agent and patient, but also a desire or choice on the part of the agent that moves her 4 to act (Met. 9.5.1048a10). This necessary desire or choice, in fact, explains why an inference in the case of the arts (or of any rational capacity) can be made in one direction... (shrink)

Ben shu tong guo dui yu Li Zhuowu he Yangming xue de chan shi, dui yu Zhongguo qian jin dai bu tong yu xi fang de lu xiang jin xing le bian xi, ren wei"zai Zhongguo si xiang zhong cun zai zhe bu tong yu Ouzhou si xiang shi de zhan kai de Zhongguo du zi de si xiang shi de zhan kai", fan dui yi ban chang jian de, yi Ouzhou de li shi zhan kai he jia zhi guan (...) wei ji zhun de xi fang zhong xin lun li shi guan, cong er zai Zhongguo nei zai de si xiang li lu zhong xun zhao Zhongguo de"jin dai"ji qi"qu she yu fa zhan"; ta hai da po le zai Riben tong xing de dui yu Li Zhuowu tong xin shuo shi ge ren zhu yi biao xian de fu qian shuo fa, ba Li Zhuowu wan qi de fu za si xiang, te bie shi fo jiao si xiang zai ta shen shang de du te ti xian tui xiang dui yu ming dai si xiang ben shen de jie shi. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Philosophy and Rhetoric 34.3 (2001) 245-259 [Access article in PDF] Virtue in Aristotle's Rhetoric: A Metaphysical and Ethical Capacity Susan K. Allard-Nelson It has been argued that Aristotle's description of excellence (aretê) as a capacity (dynamis) in Rhetoric 1.9 is inconsistent with his treatment of excellence in Nicomachean Ethics 2.5, where he specifically argues that aretê is not a dynamis, but a hexis (i.e., a state or condition). 1 (...) Certainly, the word that Aristotle uses throughout the Nicomachean Ethics to both describe and categorize aretê is hexis, and he uses this word at Rhetoric 1.6.1362b13, where he says that several of the virtues, and all other such states (kai hai allai hai toiautai hexeis), are excellences of the soul. However, as part of his discussion of the ethical aspects of oratory, Aristotle states that aretê is "a capacity (dynamis) of providing and preserving good things, and a capacity of conferring many great benefits (euergetikê)" (Rh. 1.9.1366a36-1366b1). 2 This discussion is set in language similar to that used to discuss excellence and goodness in Rhetoric 1362b2-4 and 1361a28-30; this suggests that Aristotle intentionally identifies aretê with dynamis in this text, and, to some degree at least, with the dynamis to benefit others. In the former passage, Aristotle claims that "the excellences, too, must be a good thing, for those who possess them are in a good condition, and they are productive of good things and good actions" (Rh. 1.6.1362b2-4). In the latter passage, Aristotle states that honor (timê) can be paid, not only to those who have already done good, but also to those who have the capacity to do good (dynamenos euergetein) in the future. Indeed, in the Rhetoric 1.9.1366b3-7, Aristotle further unites the concepts of excellence, capacity, and beneficence by stating, "If excellence is the capacity of conferring benefits (dynamis euergetikê), then the greatest virtues must be those which are the most useful to others, and, for this reason, justice and courage are the most honored; for the latter is useful to others in war, and the former both in war and in peace" (1366b3-7). [End Page 245]Based on an understanding of this apparent inconsistency in terminology as intentional on Aristotle's part, I intend to argue here that Aristotle's identification of aretê with dynamis in Rhetoric can be understood within the highly specific context of rhetoric as an art as more appropriate, both metaphysically and ethically, than would have been an identification of aretê with hexis. I also intend to argue that, while certain tensions and difficulties are created by the classification of aretê as a dynamis in the Rhetoric and as a hexis in the Nicomachean Ethics, 3 Aristotle can be defended against the charge of inconsistency.To this end, then, I begin by examining the implications of defining rhetoric as an art (technê) that has persuasion (pistis) as its end (telos) and function (ergon). 1. Rhetoric is an art, and, as we know from EN 6.4, art is identical to a state of reasoned capacity to make, and all art is concerned with the coming into being of something that is capable of either being or not being, and whose origin is in the maker (1140a1-23). Art is a rational capacity, or a potency that moves according to, and involves, a rational formula (kai ta men kata logon dynatai kinein kai hai dynameis auton meta logou), and, as such, it is capable of producing contrary effects (Met. 9.5.1047b31-1048a24). For this reason, and to negate the impossibility of contrary effects being produced simultaneously, Aristotle states that a rational capacity involves not only the elements of agent and patient, but also a desire or choice on the part of the agent that moves her 4 to act (Met. 9.5.1048a10). This necessary desire or choice, in fact, explains why an inference in the case of the arts (or of any rational capacity) can be made in one direction... (shrink)

Introduction: Confucianism as humanism. Confucianism as a religion. The spirit of Confucianism.--Confucius.--Mencius.--Hsün Tzu.--Ta hsüeh (The great learning)--Chung yung (The doctrine of the mean)--Hsiao ching (The classic of filial piety)--Li chi (The book of rites)--Tung chung-shu.

di 1 juan. Lun yu bie cai -- di 2 juan. Laozi ta shuo, Mengzi pang tong -- di 3 juan. Yi jing za shuo, Yi jing xi zhuan bie jiang -- di 4 juan. Chan zong yu dao jia, Dao jia, Mi zong yu dong fang shen mi xue, Jing zuo xiu dao yu chang sheng bu lao -- di 5 juan. Chan hai li ce, Chan hua, Zhongguo fo jiao fa zhan shi lüe, Zhongguo dao jiao fa zhan (...) shi lüe -- di 6 juan. Li shi de jing yan, Yi xin yi jiu de yi dai, Zhongguo wen hua fan yan -- di 7 juan. Ru he xiu zheng fo fa, Yao shi jing de ji shi guan, Xue fo zhe de ji ben xin nian -- di 8 juan. Jin gang jing shuo shen mo, Leng yan da yi jin shi -- di 9 juan. Yuan jue jing lüe shuo, Ding hui chu xiu, Leng qie da yi jin shi -- di 10 juan. Yuan ben da xue wei yan. (shrink)

Du Weiming xian sheng shi dang dai yan jiu he chuan bo ru jia wen hua de zhong yao si xiang jia. Ta 1940 nian chu sheng yu Kunming, xian hou qiu xue yu Taiwan dong hai da xue he Meiguo Hafo da xue, ren jiao yu Pulinsidun da xue, Bokeli Jiazhou da xue. Zi 1981 nian, Du Weiming xian sheng yi zhi zai Hafo da xue Dong Ya xi dan ren li shi ji zhe xue jiao shou,qi jian huo (...) xuan Meiguo ren wen she hui ke xue yuan yuan shi, hai ceng dan ren Hafo Yanjing xue she she zhang. Chang qi yi lai, Du Weiming xian sheng zhi li yu ru xue di 3 qi fa zhan, quan shi Zhongguo wen hua, fan si xian dai jing shen, chang dao wen ming dui hua, zai hai nei wai xiang you hen gao de xue shu sheng yu. Du xian sheng fei chang re xin Zhongguo you xiu chuan tong wen hua zai ben tu de chuan bo, duo ci hui guo can jia jiao yu he xue shu jiao liu huo dong. Ta yu Beijing da xue you zhe te shu de yuan fen,zao zai 1985 nian jiu lai Beijing da xue jiang shou ru jia zhe xue. Zui jin Du Weiming xian sheng yi zheng shi shou pin wei Beijing da xue gao deng ren wen yan jiu yuan yuan zhang. (shrink)

Mengzi dui yu ru jia si xiang he Zhonghua wen ming de gong xian ju gong zhi wei, xue xi ru jia si xiang, chuan cheng Zhonghua wen ming, yang cheng du li ping deng de ren ge, bu neng bu du"Mengzi". "Mengzi" shi yi bu zheng zhi shu ji, jiang de shi wei jun zhi dao. Yi ci wei xian suo, ben shu zai shu li Mengzi qi ren de ji chu shang, zhuo zhong cong xing shan lun, ren (...) zheng lun he ren ge lun san ge fang mian chan shu liao Mengzi de si xiang ti xi. (shrink)

Bloch is the most original of Germany after World War II, Marxist philosopher and Marxist tradition to make innovative character. His understanding of materialism, his interpretation of Hegel, his religious philosophy, his views on heritage, his theory of socialism is the Marxist tradition he made ​​a major innovation. Ernst Bloch is a Marxist philosopher, who is most rich in originality and a person of figures, who makes innovation in tradition of Marxism after the Second World War in Germany. His understanding (...) of materialism, his interpretation of Hegel, his viewpoint of legacy, his theory of socialism, etc. all are great innovation, that are engaged he in tradition of Marxism. (shrink)

An effective approach is introduced to predict the magnitude of reservoir-triggered earthquake, based on support vector machines and fuzzy support vector machines methods. The main influence factors on RTE, including lithology, rock mass integrity, fault features, tectonic stress state, and seismic activity background in reservoir area, are categorized into 11 parameters and quantified by using analytical hierarchy process. Dataset on 100 reservoirs in China, including the 48 well-documented cases of RTE, are collected and used to train and validate the prediction (...) models established with SVM and FSVM, respectively. Through numerical tests, it is found that both the SVM and FSVM models are effective in the prediction of the magnitude of RTE with high accuracy, provided that sufficient samples are collected. While the results of FSVM which is extended from SVM by introducing a fuzzy membership to reduce the influence of noises or outliers are found to be slightly less accurate than those of SVM in the current analysis of RTE cases. The reason might be attributed to the high discreteness of the sample data in the current study. (shrink)

Biometric technologies are becoming more pervasive in the workplace, augmenting managerial processes such as hiring, monitoring and terminating employees. Until recently, these devices consisted mainly of GPS tools that track location, software that scrutinizes browser activity and keyboard strokes, and heat/motion sensors that monitor workstation presence. Today, however, a new generation of biometric devices has emerged that can sense, read, monitor and evaluate the affective state of a worker. More popularly known by its commercial moniker, Emotional AI, the technology stems (...) from advancements in affective computing. But whereas previous generations of biometric monitoring targeted the exterior physical body of the worker, concurrent with the writings of Foucault and Hardt, we argue that emotion-recognition tools signal a far more invasive disciplinary gaze that exposes and makes vulnerable the inner regions of the worker-self. Our paper explores attitudes towards empathic surveillance by analyzing a survey of 1015 responses of future job-seekers from 48 countries with Bayesian statistics. Our findings reveal affect tools, left unregulated in the workplace, may lead to heightened stress and anxiety among disadvantaged ethnicities, gender and income class. We also discuss a stark cross-cultural discrepancy whereby East Asians, compared to Western subjects, are more likely to profess a trusting attitude toward EAI-enabled automated management. While this emerging technology is driven by neoliberal incentives to optimize the worksite and increase productivity, ultimately, empathic surveillance may create more problems in terms of algorithmic bias, opaque decisionism, and the erosion of employment relations. Thus, this paper nuances and extends emerging literature on emotion-sensing technologies in the workplace, particularly through its highly original cross-cultural study. (shrink)

How do we theorize the Chinese state, a state both transforming itself rapidly through economic rationalism and yet standing firmly through governmental authoritarianism? Where and how is the figure of the middle class situated in this Chinese state? How does a critical understanding of the Chinese situation offer insights into problems of risks associated with the middle class in the current global economic crisis/recession? To address these questions, I look at both the politics of the Chinese state and its transformative (...) relations to the people, the subject of the Chinese nation. More specifically, I examine the evolving relationship between the…. (shrink)

Since the "Book of Changes" began, the ancient philosopher has been pursuing the mastery of mind and the world changes, trying to grasp the mind and the world of the intersection of the germinal "few." Therefore, the pursuit of traditional Chinese metaphysics of mind and matter can be regarded as homologous to the heart through heterogeneous material theory. Revealed through the things on the mind from the "copulative" metaphysical implication began to study the real mind and matter blend of process (...) and ideas with the world as a blend of man and the world of geo-environmental health point of integration. Thrust through the heart of the matter is one on the transport world, of which the world of transportation and not for the world of technology being transported. People's ideas are always materialized in the face of difficulties, it must be "real meaning" to make your mind strong, but not from his own from the material. Operation of the heart through the world of matter theory, have to reveal the nature of the territorial boundaries of intent, which is associated with mood as a blend of environmental significance. Ever since the Book of Changes , ancient Chinese philosophers have tried to pursue the prevalence of intentionality throughout the many changes of the world, hoping to grasp the complex relation between one s original intention and the world itself. In this regard, Chinese metaphysics may be seen as pursuing "the concretization of intentionality", that is, exploring the connection between mind and the things or events which are causally connected. Hence, the Confucian theory of concretizing intentionality was meant to stress the metaphysical significance of the Great Zhouyi commentaries. The theory researches the way in which human intentionality relates to the world. It takes the original mind-world relation as the origin of mind-world continuity. One main purpose of this theory is to stimulate change in the world, to single out our own intention as a primary mover, rather than allow ourselves to be slaves to our own devices. In short, this Confucian theory of concretizing intentionality highlights the significance of the mind-world relation. (shrink)

Responses to the COVID-19 pandemic have been widely criticized for being too delayed and indecisive. As a result, the precautionary principle has been endorsed, applauded, and proposed to guide future responses to global public health emergencies. Drawing from controversial issues in response to COVID-19, especially in Vietnam, this paper critically discusses some key ethical and legal issues of employing the precautionary principle in public health emergencies. Engaging with discussions concerning this principle, especially in environmental law where the precautionary principle first (...) appeared as a guiding principle with objective content(s), this paper formulates the precautionary principle as ‘in dubio pro salus’, which is about advising, justifying and demanding states to proactively prepare for scenarios arising out of any public health emergency. It distinguishes the precautionary principle into moderate and hard versions. A moderate version largely takes a holistic approach and fulfils a series of criteria specified in this paper, while a hard version either permits restrictive measures to be deployed primarily on a hypothetic basis or expresses an instrumental mentality. The hard version should be rejected because of the ethical and legal problems it raises, including risk-risk tradeoffs, internal paradoxes, unjustified causing of fear and unreasonable presupposition. Ultimately, this paper defends the moderate version. (shrink)

We have examined the attitude and moral perception of 228 college students towards artificial intelligence in an international university in Japan. The students were asked to select a single most significant ethical issue associated with AI in the future from a list of nine ethical issues suggested by the World Economic Forum, and to explain why they believed that their chosen issues were most important. The majority of students chose unemployment as the major ethical issue related to AI. The second (...) largest group of students were concerned with ethical issues related to emotional AI, including the impact of AI on human behavior and emotion. The paper discusses the results in detail and concludes that, while policymakers must consider how to ameliorate the impact of AI on employment, AI engineers need to consider the emotional aspects of AI in research and development, as well. (shrink)

The interventionist theory of causation has been advertised as an empirically informed and more nuanced approach to causality than the competing theories. However, previous literature has not yet analyzed the regression discontinuity (hereafter, RD) and the difference-in-differences (hereafter, DD) within an interventionist framework. In this paper, I point out several drawbacks of using the interventionist methodology for justifying the DD and RD designs. However, I argue that the first step towards enhancing our understanding of the DD and RD designs from (...) an interventionist perspective is to take advantage of the assumptions of common trend and continuity. (shrink)

Judging an act’s causal efficacy plays a crucial role in causal decision theory. A recent development appeals to the causal modeling framework with an emphasis on the analysis of intervention based on the causal Bayes net for clarifying what causally depends on our acts. However, few writers have focused on exploring the usefulness of extending structural causal models to decision problems that are not ideal for intervention analysis. The thesis concludes that structural models provide a more general framework for rational (...) decision makers. (shrink)

The Coronavirus disease pandemic of 2019 is a vast worldwide public health hazard, impacting people of all ages and socioeconomic statuses. Vaccination is one of the most effective methods of controlling a pandemic like COVID-19. This study aims to investigate the relationship between the number of vaccination injections and fear of COVID-19 and test whether beliefs benefit from vaccination COVID-19 mediate the effect of fear of COVID-19 on the number of vaccination injections. A total of 649 Vietnamese adults were enrolled (...) online to finish answering, including scales The Health Belief Model (HBM) and The Fear of COVID-19 (FCV-19S), consisting of 340 (52.4%) males and 309 (47.6%) females. The data were analyzed using variance, regression, and a simple mediation model. The total score of COVID-19 fear wasM= 22.26,SD= 5.49. Vietnamese fear of COVID-19 was at a medium level. Our results suggest that 18- to 20-year-olds are more fearful of COVID-19 than others. People who received the first dosage exhibited a greater fear of COVID-19 than those who received the second dose and were not inoculated. Additionally, the beliefs benefit of vaccination COVID-19 has a role in the relationship between the number of vaccination injections and fear of COVID-19. During the pandemic, adults in Vietnam are more afraid of COVID-19 than during prior outbreaks. Besides, the Vietnamese populace demonstrated a considerable demand for and high acceptability of the COVID-19 vaccine. The current study indicates that psychological counselors and therapists should counsel clients on the value of vaccination and address the fear of COVID-19 as public understanding of the benefits of vaccines increases. To further clarify the effect of this issue on the correlation between fear of COVID-19 and the number of vaccinations, the results of this study indicate that the existing vaccine communication factor for COVID-19 vaccination should be modified to increase confidence in the benefits of immunization. (shrink)