As an imitation of the biological nervous systems, neural networks, which have been characterized as powerful learning tools, are employed in a wide range of applications, such as control of complex nonlinear systems, optimization, system identification, and patterns recognition. This article aims to bring a brief review of the state-of-the-art NNs for the complex nonlinear systems by summarizing recent progress of NNs in both theory and practical applications. Specifically, this survey also reviews a number of NN based robot control algorithms, (...) including NN based manipulator control, NN based human-robot interaction, and NN based cognitive control. (shrink)

A growing number of philosophers are bringing interventionism into the field of supervenient causation. Many argue that interventionist supervenient causation is exempted from the fixability condition. However, this approach looks ad hoc, inconsistent with the general interventionist requirement on fixation. Moreover, it leads to false judgments about the causal efficacy of supervenient/subvenient properties. This article aims to develop a novel interventionist account of supervenient causation that respects the fixability requirement. The treatment of intervention and fixation that I propose can accommodate (...) some theoretical constraints on causation and deliver correct causal verdicts in classic examples. It is also worth noting that this interventionist account offers a promising defense of mental causation without postulating mental-physical overdetermination. (shrink)

The dominant way to define physical entities is by appeal to ideal physics (as opposed to current physics). However, it has been worried that physicalism understood in terms of ideal physics would be too liberal to rule out “psychism”, the view that mentality exists at the fundamental metaphysical level. In this article, I argue that whereas physicalism is incompatible with some psychist cases, such as the case of “phenomenalism” in which ideal physics adopts mental concepts to denote fundamental entities, physicalism (...) should accommodate a certain type of psychist case in which fundamental mental entities are denoted by non-mental concepts in ideal physics. In so doing, I propose a distinctive account of physical entities, which asserts that physical entities are entities denoted by non-mental natural concepts in ideal physics. Physicalism thus understood is expected to be neither too liberal nor too demanding. (shrink)

It is widely accepted that supervenience is a minimal commitment of physicalism. In this article, however, I aim to argue that physicalism should be exempted from the supervenience requirement. My arguments rely on a parallel between ontological dependence and causal dependence. Since causal dependence does not require causal determination, ontological dependence should not require ontological determination either. Moreover, my approach has a significant theoretical advantage: if physicalism is not committed to supervenience, then the metaphysical possibility of zombies—which is still wide (...) open after all these years—would pose no challenge to physicalism. (shrink)

Business Ethics, the Environment & Responsibility, EarlyView.

Research based on the behavioral theory of the firm (BTOF) argues that firms will actively adopt strategic actions to respond to performance that falls below aspirations, that is performance shortfalls. However, most previous studies have focused on market-related strategic actions, paying less attention to the impact of performance shortfalls on non-market-related strategic actions, especially corporate social responsibility (CSR) and corporate social irresponsibility (CSI). In this study, we propose that firms facing performance shortfalls are likely to reduce CSR levels and increase (...) CSI levels. In addition, we also propose that board characteristics (board size, board age and board tenure) have a significant moderating effect on the above relationship. Empirical analyses based on an unbalanced panel data of China's listed firms from 2010 to 2018 show that our arguments are largely supported. (shrink)

From the Hilbert space formalism we note that five simple conditions are satisfied by the orthogonality relation between the (pure) states of a quantum system. We argue, by proving a mathematical theorem, that they capture the essentials of this relation. Based on this, we investigate the rationale behind these conditions in the form of six physical hypotheses. Along the way, we reveal an implicit theoretical assumption in theories of physics and prove a theorem which formalizes the idea that the Superposition (...) Principle makes quantum physics different from classical physics. The work follows the paradigm of mathematical foundations of quantum theory, which I will argue by methodological reflection that it exemplifies a formal approach to analysing concepts in theories. (shrink)

以严复的中西文化观为核心,将中国与西欧这两大思想文化体系,在历史的纵向发展与时代的横向座标这一大背景下,作宏观与微观的对比分析。.

Semantic normativism, which is the view that semantic properties/concepts are some kind of normative properties/concepts, has become increasingly influential in contemporary meta-semantics. In this paper, I aim to argue that semantic normativism has difficulty accommodating the causal efficacy of semantic properties. In specific, I raise an exclusion problem for semantic normativism, inspired by the exclusion problem in the philosophy of mind. Moreover, I attempt to show that the exclusion problem for semantic normativism is peculiarly troublesome: while we can solve mental-physical (...) exclusion by adopting the so-called ‘autonomy approach’, a similar autonomy solution to semantic exclusion is implausible if semantic properties are understood as normative properties. (shrink)

Contemporary virtue ethicists have attempted to offer a virtue-based account of right action. However, such an account is faced by a daunting challenge, the ‘supererogation problem’ as it may be called. Since what a virtuous person would characteristically do is often beyond the scope of moral duty, virtue ethics seems to have difficulty in accommodating the distinction between obligation and supererogation. This essay aims to meet this challenge by recommending a Confucian virtue theory of supererogation.

Business Ethics, the Environment & Responsibility, Volume 31, Issue 1, Page 17-32, January 2022.

For understanding and controlling spreading in complex networks, identifying the most influential nodes, which can be applied to disease control, viral marketing, air traffic control, and many other fields, is of great importance. By taking the effect of the spreading rate on information entropy into account, we proposed an improved information entropy method. Compared to the benchmark methods in the six different empirical networks, the IIE method has been found with a better performance on Kendall’s Tau and imprecision function under (...) the Susceptible Infected Recovered model. Especially in the Facebook network, Kendall’s Tau can grow by 120% as compared with the original IE method. And, there is also an equally good performance in the comparative analysis of imprecise functions. The imprecise functions’ value of the IIE method is smaller than the benchmark methods in six networks. (shrink)

The systems approach is a widely accepted method for addressing healthcare adverse events. However, when adverse events are behavioral in nature, such as self‐injury or aggression, a systems approach can restrict patient autonomy. We propose guidelines for balancing safety and autonomy considerations when developing systems for behavioral adverse events: interventions that do not limit patient liberty, or that therapeutically address the root causes of behavioral adverse events, should be fully utilized. Clinicians should collaborate with patients when designing systems that may (...) restrict patient liberty. And clinicians should be supported in managing the stress that accrues from working in hazardous environments. (shrink)

Understanding the influencing factors of cyberbullying is key to effectively curbing cyberbullying. Among the various factors, this study focused on the personal level of individual students and categorized the influencing factors of cyberbullying among college students into five sublevels, i.e., background, Internet use and social network habits, personality, emotion, and literacy related to digital citizenship. Then a questionnaire survey was applied to 947 Chinese college students. The results show that cyberbullying among Chinese college students are generally at a low level. (...) There are many factors influence cyberbullying. Specifically, at the personal background level, gender has a significant impact on cyberbullying and being cyberbullied. In terms of personal Internet use and social network habits, students’ average daily online time has no significant correlation with cyberbullying and being cyberbullied; however, the proportion of online non-learning time has a significantly positive correlation with cyberbullying, and the proportion of online learning/work time has a significant impact on being cyberbullied. At the personality level, the Big Five personality traits have varying degrees of correlation with and influence on cyberbullying and being cyberbullied. At the personal emotions level, students’ life satisfaction has a significantly negative correlation with cyberbullying and being cyberbullied while it only has a significant impact on being cyberbullied; the personal stress and empathetic concern aspects of empathy have a significantly positive correlation with cyberbullying and being cyberbullied among female students. At the literacy related to digital citizenship level, students’ understanding of and compliance with Internet etiquette have significantly negative impacts on cyberbullying; the ability to communicate and collaborate online and Internet addiction have significantly positive impacts on cyberbullying and being cyberbullied; the understanding of and compliance with relevant digital laws and regulations have significantly negative correlations with cyberbullying and being cyberbullied. Overall, college students’ digital citizenship level has a significantly negative correlation with cyberbullying but no significant correlation with being cyberbullied. Finally, analysis and suggestions were provided according to these statistical results and the effects of these factors on cyberbullying and being cyberbullied among college students, so as to help solve this problem and provide a new perspective for research in this field. (shrink)

本书以著名的“索卡尔事件”为线索,展现了后现代反科学思潮出现的历史背景,突出讨论了“索卡尔事件”所引发的科学卫士与后现代思想家之间的“科学大战”。分析批判了“强纲领”的科学知识社会学。.

Restricted and repetitive behavior is a core symptom of autism spectrum disorder characterized by features of restrictedness, repetition, rigidity, and invariance. Few studies have investigated how restrictedness is manifested in motor behavior. This study aimed to address this question by instructing participants to perform the utmost complex movement. Twenty children with ASD and 23 children with typical development performed one-dimensional, left-right arm oscillations by demonstrating varying amplitudes and frequencies. The entropy of amplitude and velocity was calculated as an index of (...) kinematic complexity. Results showed that the velocity entropy, but not the amplitude entropy, was significantly lower in ASD than in TD, suggesting restricted kinematics. Further analysis demonstrated that a significantly higher proportion of the velocity values was allocated at a low-speed level in the children with ASD. A qualitative comparison of the complex movement with movement at preferred frequency suggested that the children with ASD might be less likely to shift away from the preferred movement. However, our study can be improved in terms of recruiting a larger sample of participants, measuring the level of motivation, and collecting both complex and preferred movements of the same participant. (shrink)

In contemporary metaethics, functionalist theories of moral properties are dominantly naturalistic. This article, however, aims to develop a nonnaturalistic form of moral functionalism. Specifically, I propose a Holistic, Intuitional, and Second-order version of moral functionalism (call it 'HIS Moral Functionalism' for short). The major goal of this article is to show that HIS Moral Functionalism is more plausible than competing functionalist accounts. Moreover, I propose an epistemic formulation of moral naturalism/nonnaturalism, and then argue that HIS Moral Functionalism is a particular (...) brand of moral nonnaturalism. (shrink)

作為中華文化主幹並深深楔入中華民族生命形態塑造的儒學，在經歷了近代的跌宕起伏後也隨著時代變遷恢復生機回歸社會。中國大陸儒學傳承者們則開始從儒家文化系統與吾土吾民的精神生活、與國家國族建構的內在關係出發 來理解把握其意義，探索其當代功能及實現形式，在問題意識、學術範式和經典譜系等方面都形成了具有自己時代特徵的成果，並引起方方面面的關注。儒家網不僅是對這一成果集中展示的平臺，也是這一文化復興運動的重要參 與者。本書詳細介紹了儒家網在當下儒家復興中所處的位置和所起的作用，意在通過瞭解儒家網的發展歷程，推動傳統文化創造性轉化，促進儒家復興與中華民族復興的同頻共振，以對今後儒學的良性發展起到推動作用。.

The consumption of meat is a topic of concern because of its environmental and ethical implications. Consequently, plant-based meat alternatives have gained popularity. However, the consumption of these alternatives remains limited and understanding the factors that influence consumers’ intentions to consume them is vital. Current study aims to examine the crucial factors (i.e., knowledge of sustainable food production, problem awareness, outcome efficacy, descriptive social norms, injunctive social norms, and personal norms) that affect consumers’ intentions to consume plant-based meat alternatives, promoting (...) sustainable and ethical food choices. For this purpose, an online survey was conducted and data from 397 participants in China were analyzed using partial least squares structural equation modeling. The findings revealed that knowledge of sustainable food production, problem awareness, outcome efficacy, descriptive social norms, injunctive social norms, and personal norms had significant positive influences on the intention to consume plant-based meat alternatives. Findings can assist policymakers and practitioners in developing targeted strategies to promote sustainable and ethical food choices among consumers, such as improving their knowledge of sustainable food production, raising awareness of problems, promoting social norms, and fostering personal norms related to plant-based meat alternatives consumption. (shrink)

Although physicalism is a dominant position in contemporary philosophy of mind and metaphysics, there are surprisingly very few serious arguments for physicalism, which may contribute to the revival of anti-physicalism in recent decades. In this article, I develop a causal argument for physicalism in general, inspired by the causal argument for reductive physicalism. By comparing each pair of premises, I argue that, while the causal argument for reductive physicalism is controversial, the causal argument for physicalism simpliciter is promising.

As cyberspace has become an important factor in modern-day life, the impact of the Internet on residents has also attracted more attention. Based on the data of China Family Panel Studies, this study empirically examines the impact of Internet use on Chinese residents’ subjective well-being from a multi-dimensional perspective. The research found that Internet use had a significant impact on residents’ SWB, which was mainly reflected in job satisfaction, happiness, social ties, and future confidence. The impacts of the Internet’s different (...) application fields are not consistent. Applying its use more in studying, working, socialize and commercial activities has a stronger effect, but has no significant impact on entertainment. Further heterogeneity tests also found that the marginal effect of Internet use increases with age, male and low-income groups can obtain greater benefit from the Internet, and there is almost no difference between urban and rural areas. This research provides micro evidence of the social effects of Internet use and provides enlightenment for how to further promote the quality of Internet use to better benefit people. (shrink)

The China-Pakistan Economic Corridor vision and mission are to improve the people's living standards of Pakistan and China through bilateral investments, trade, cultural exchanges, and economic activities. To achieve this envisioned dream, Pakistan established the China-Pakistan Economic Corridor Authority to further its completion, but Covid-19 slowed it down. This situation compelled the digitalization of CPEC. This article reviews the best practices and success stories of various digitalization and e-governance programs and, in this light, advises the implementation of the Ajman Digital (...) Governance model as a theoretical framework for CPEC digitalization. This article concludes that the Pakistani government needs to transform CPEC digitalization by setting up the CPEC Digitalization and Transformation Center at the CPECA office to attract more investors and businesses. (shrink)

Many philosophers insist that moral facts or properties play no role in explaining (non-normative) natural phenomena. The problem of moral explanation has raised metaphysical, semantic and epistemic challenges to contemporary moral realism. In my dissertation, I attempt to vindicate the explanatory efficacy of moral properties, while at the same time respecting the autonomy and normativity of morality. In doing so, I will advocate a sort of non-reductive ethical naturalism, according to which moral properties are natural properties (in the sense that (...) they are open to empirical investigation), and yet remain irreducible to non-normative natural properties, such as psychological, biological, and sociological properties. More specifically, I develop a form of moral functionalism to vindicate moral explanation. Moral functionalism understands moral properties as second-order, functional properties, the natures of which are characterized in terms of functional roles. My version of moral functionalism has two particular features. First, it is a form of a posteriori moral functionalism. The moral theory used to characterize the functional roles of moral properties can only be discovered by appeal to empirical investigation (for this reason, my a posteriori version of moral functionalism is a sort of ethical naturalism). Second, it is a holistic version of moral functionalism. The functional role of a moral property cannot be identified solely in terms of non-normative properties; rather, it essentially involves a network of connections to both non-normative and normative properties (for this reason, my holistic version of moral functionalism is a sort of ethical anti-reductionism). It is important to note that the question of whether moral properties have explanatory power bears on the question of what explanation or explanatoriness is. In my dissertation, I attempt to show that my vindication of moral explanation presupposes a plausible account of explanation. Obviously I cannot discuss all theories of explanation; my dissertation will rather focus on two influential accounts of explanation: the causalist model and the unificationist model. Then I argue that moral properties understood as functional properties of the kind I have described can do causal-explanatory work and play a distinctive unifying role. (shrink)

v. 1. Chapters I, 1-XI, 34, and XX, 64-XXI, 65-66 --.

In the chapter on quantum logic in Volume 6 of Handbook of Philosophical Logic, Dalla Chiara and Giuntini make an interesting observation that there is a unified relational semantics underlying both the {¬,∧}\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$\{ {\lnot }, {\wedge } \}$$\end{document}-fragment of intuitionistic logic and ortho-logic. In this paper, we contribute to a systematic investigation of this relational semantics by providing an axiomatization of its logic.

With the rapid growth of online product reviews, many users refer to others’ opinions before deciding to purchase any product. However, unfortunately, this fact has promoted the constant use of fake reviews, resulting in many wrong purchase decisions. The effective identification of deceptive reviews becomes a crucial yet challenging task in this research field. The existing supervised learning methods require a large number of labeled examples of deceptive and truthful opinions by domain experts, while the available unsupervised learning methods are (...) inefficient because they depend on the features of reviewers to detect each fake review. Therefore, by focusing on the detection efficiency problem and the limitation of large amount of labeled examples dependence, in this paper, we proposed an effective semisupervised learning approach for detecting spam reviews. Firstly, a time series model of all the reviews of a product is constructed, and then the suspected time intervals are captured based on the burst review increases in these intervals. Secondly, a co-training two-view semisupervised learning algorithm was performed in each captured interval, in which linguistic cues, metadata, and user purchase behaviors were synthetically employed to classify the reviews and check whether they are spam ones or not. A series of numerical experiments on a real dataset acquired from Taobao.com have confirmed the effectiveness of the proposed model, not only reaping benefits in terms of time efficiency and high accuracy but also overcoming the shortcomings of supervised learning methods, which depend on large amounts of labeled examples. And a trade-off balance was obtained between accuracy and efficiency. (shrink)

Relying on social capital to promote farmers’ adoption of green control technology is of great significance for the governance of rural environment and the realization of sustainable agricultural development. Based on the survey data of 754 farmers in Shandong Province, this paper uses the Probit model and the instrumental variable method to empirically analyze the impact of social capital on farmers’ green control technology adoption behavior. The results show that: social capital has a promoting influence on farmers’ green control technology (...) adoption behavior; the influence of the three dimensions of social capital on farmers’ green control technology adoption behavior is in turn social norms, social networks, and social trust; social networks play an enhanced moderating role in the process of social trust and social norms promoting farmers’ green control technology adoption behavior; education level, the number of family labor force and annual family income level have a significant positive impact on farmers’ green control technology adoption behavior, while age has a significant negative impact. Therefore, the government should make full use of social capital to promote farmers to adopt green control technology. (shrink)

The Exclusion Argument has been regarded as the most powerful challenge to non-reductive physicalism. This argument presupposes a crucial thesis, Causal Closure of the Physical, which asserts that every physical effect has a sufficient physical cause. Although this thesis is widely accepted in contemporary philosophy of mind, philosophers say surprisingly little about what notion of physical entities should be adopted in the context. In this article, the author distinguishes between three versions of Closure that appeal to a narrow, a moderate, (...) and a wide notion of the physical, respectively. The author then argues that none of the three versions can challenge non-reductive physicalism. (shrink)