As the medium of human-computer interaction, it is crucial to correctly and quickly interpret the motion information of surface electromyography. Deep learning can recognize a variety of sEMG actions by end-to-end training. However, most of the existing deep learning approaches have complex structures and numerous parameters, which make the network optimization problem difficult to realize. In this paper, a novel PSO-based optimized lightweight convolution neural network is designed to improve the accuracy and optimize the model with applications in sEMG signal (...) movement recognition. With the purpose of reducing the structural complexity of the deep neural network, the designed convolution neural network model is mainly composed of three convolution layers and two full connection layers. Meanwhile, the particle swarm optimization is used to optimize hyperparameters and improve the autoadaptive ability of the designed sEMG pattern recognition model. To further indicate the potential application, three experiments are designed according to the progressive process of body movements with respect to the Ninapro standard data set. Experiment results demonstrate that the proposed PLCNN recognition method is superior to the four other popular classification methods. (shrink)

中国近代思想界在传统的文化价值观念方面发生了许多重大的转变,其中影响最为深远的是科学观的变革。作为西学东渐排头兵的科学,不仅为国人带来了一幅更为清晰和真实的宇宙图景,也给专制下的愚昧带来了理性的启蒙, 成为近代文化革命的动力、改造社会人生的救国利器。.

As the national awareness of health keeps deepening, online health communities have achieved rapid development. Users’ participation is critically important to the sustainable development of OHCs. Nevertheless, users usually lack the motive for participation. Based on the social capital theory, this research examines factors influencing users’ participation in OHCs. The purpose of this research is to find out decisive factors that influence users’ participation in OHCs, enrich the understanding of users’ participation in OHCs, and help OHCs address the issue of (...) sustainable development. The research model was empirically tested using 1277 responses from an online survey conducted in China. Data was analyzed using the structural equation modeling. We found informational support and emotional support to have significant direct effects over the structural capital, relational capital and cognitive capital of OHCs. Meanwhile, it is observed that relational capital and cognitive capital degree have a significant influence on knowledge acquisition and knowledge contribution of OHCs. For researchers this study provides a basis for further refinement of individual models of users’ participation. For practitioners, understanding the social capital is crucial to users’ knowledge acquisition and knowledge contribution that achieve high participation in OHCs. (shrink)

While an increasing number of organizations have introduced artificial intelligence as an important facilitating tool for learning online, the application of artificial intelligence in e-learning has become a hot topic for research in recent years. Over the past few decades, the importance of online learning has also been a concern in many fields, such as technological education, STEAM, AR/VR apps, online learning, amongst others. To effectively explore research trends in this area, the current state of online learning should be understood. (...) Systematic bibliometric analysis can address this problem by providing information on publishing trends and their relevance in various topics. In this study, the literary application of artificial intelligence combined with online learning from 2010 to 2021 was analyzed. In total, 64 articles were collected to analyze the most productive countries, universities, authors, journals and publications in the field of artificial intelligence combined with online learning using VOSviewer through WOS data collection. In addition, the mapping of co-citation and co-occurrence was explored by analyzing a knowledge map. The main objective of this study is to provide an overview of the trends and pathways in artificial intelligence and online learning to help researchers understand global trends and future research directions. (shrink)

Treatise, with three Sanskrit commentaries, on the basic tenets of the Vaiśeṣika school in Hindu philosophy.

In an effort to build on the current knowledge of ethical behaviour in Asia this paper proposes to replicate existing ethical research and to investigate specific questions relating to intra-cultural differences in Hong Kong. Four major conclusions were derived from this descriptive empirical study. A statistically significant correlation exists between age and ethical beliefs, with older employees less likely to express agreement to an unethical action than younger employees. In contrast to many previous studies no statistically significant differences in ethical (...) beliefs were found in relation to gender, level in the organisation, company size, and whether the respondent worked in a multinational or local company. Significant differences in responses to ethical dilemmas were identified between local and expatriate personnel with expatriate respondents indicating a lower level of agreement to unethical actions. For local respondents, of Hong Kong origin, there was no significant correlation between level of education, religiosity, years of business experience, functional origin and their ethical responses. (shrink)

On the philosophy of word, with special reference to Sikhim.

A special supplement [of Kuang-ming Daily] published an article by Comrade Chu-ko Yin-t'ung entitled "Can the Law of Contradiction Be Contravened?"; in it he maintains that the law of contradiction, as well as the other laws of formal logic, must be observed in every situation. "When thinking dialectically, the laws of formal logic must always be observed." His chief argument is that "we have still not found an example in which the law of contradiction has been contravened." In addition to (...) explaining the three generally accepted judgments resulting from dialectical thinking on the definitions, etc., of mechanical motion, he asserts that they actually contain no "logical contradictions." There are, however, other arguments; and since, after the article was published, there were some who opposed it and some who agreed with it, I thought I would contribute to the discussion. (shrink)

In Nos. 105 and 121 of the Kuang-ming Daily "Philosophical Supplement," there were two articles by Ch'ieh Ta-yu: "Some Opinions on the Problem of Determining the Object of Dialectical Logic" and "The Marxist Dialectical Method and Dialectical Logic." The first is quite general, while the second "elucidates the connections and differences" between dialectics and dialectical logic discussed in the first article. Almost all the basic points in both articles are erroneous. Actually, the author waves the banner of antidogmatism and expounds (...) a revisionist point of view. We will now refute his contentions. (shrink)

Contractualist work in business ethics as well as in economic organization theory views opportunistic behaviors as problematic since they create economic harm and are often considered to violate ethical norms. Yet, much of the empirical literature on opportunism has adopted a rather simplistic definition of opportunistic behaviors as behaviors that violate formal and/or relational contracts and assumed that instances of opportunism can be unequivocally defined by simply referring to the content of contracts. The consequence of this assumption has been a (...) disregard for factors other than the content of contracts that may influence whether exchange partners judge an unexpected behavior they face during exchange relationships as opportunistic or not. The present investigation explores the factors that shape exchange partners’ subjective opportunism judgments through two vignette-based laboratory experiments. Results from the first experiment, where subjects were asked to take the perspective of a harmed party, show that opportunism judgments are influenced by the type of the behavior, type of the causal account provided for the behavior, perceived type of the exchange, and personality traits of the actor making the judgment. The second experiment, in which subjects were asked to take the perspective of the transgressor, demonstrates the influence of perspective. In particular, victims are more likely to assess a given unexpected behavior as opportunistic than transgressors, and their judgments do not relate to the underlying factors in the same way as the victims’ judgments. I discuss implications in terms of the governance of interfirm exchange relationships. (shrink)

يضم هذا الكتاب، الصادر عن المركز العربي للأبحاث ودراسة السياسات، البحوث والمناقشات التي قُدّمت في ندوة تعارض المصالح في الدولة والمجتمع التي عقدتها المنظمة العربية لمكافحة الفساد في بيروت، يومي 15-16/09/2015. وشارك فيها عدد من المسؤولين والناشطين المهتمين بالشأن العام، إضافة إلى بعض الفاعليات البحثية والأكاديمية ممن يمثل الاتجاهات السياسية والاقتصادية والفكرية والثقافية المهتمة بقضايا التنمية والحوكمة ومكافحة الفساد في الأقطار العربية.

Basic work, with commentaries, of the Vaiśeṣika school in Hindu philosophy.

世界に日本文化として「禅の思想」を広めた鈴木大拙。彼の無二の親友であり近代日本が生み出した最大の哲学者といわれている、西田幾多郎。その、難解といわれる西田の思想を「普段の生活の中から掴み出し現実化し、 具体的な経験と結びつけて解き明かした」画期的入門書。.

Critical study on the contribution of Swami Vivekananda, 1863-1902 to modern Indian philosophy.

Machine generated contents note: Dialectic of Praxis -- I. Philosophy of Subjectivity and -- Historical Materialism 7 -- A. What is the "Toposical Tachiba"? 7 -- B. The Present and Past of Umemoto's Theory of Subjectivity 17 -- C. The Basis and Structure of Degeneration 36 -- II. Confused 'Dialectic of the Subject of Cognition' 48 -- A. Destruction of the Logic of Origo 48 -- 1. Summary of Umemoto's Epistemology 49 -- 2. Umemoto's Defect in Epistemology 56 -- 3. (...) Reversed Hegelianism 60 -- B. Objective Cognition and the Logic of Self-Awareness 68 -- 1. Ontology and Epistemology 68 -- 2. Negation of "Two Circular Structures" 76 -- 3. Objective Cognition and Value Consciousness 82 -- C. Evaporation of Praxiology 89 -- 1. Alienation and Self-Awareness 89 -- 2. Objectivization of Praxis 96 -- 3. Strained Interpretation of Uno's Theory 99 -- 4. Political Economy, Materialist Outlook of History, -- and Praxiology 107 -- 5. A Domain Proper to the Theory of -- Revolutionizing Praxis 116 -- III. Defects in Criticism of Uno's Economics 131 -- A. Problem Awareness 132 -- B. Fall into a "View that the Principles are Lost -- in the Historical Process" 137 -- C. Historicistic Remedy for the Theory of the -- Circulation Form 155 -- 1. Beautification of a Distorting Tendency to -- Emphasize the Circulation Form 156 -- 2. Complementation of the 'Theory of Form -- without the Logic of Substance' 169 -- 3. On the Trans-Historicization of the -- 'Dual Character of Labour' 178 -- IV. Political Economy and -- Materialist Outlook of History 195 -- A. 'Anatomy of Bourgeois Society' and -- 'Anatomy of History' 195 -- B. Consolidation with Reversed Hegelianism 202 -- C. 'Logic of Circularity' and 'Logic of History' 218 -- V, Political Economy and the -- Logic of Revolutionization 231 -- A. Defects in the Understanding of Political Economy 232 -- B. Distortion of 'Labour-Power Commodity' 255 -- 1. On the Dialectic: Commodity Market and the -- Production Process 255 -- 2. Private Property and Capitalist Property 261 -- 3. Negation of the Negation: Sublation of the -- Commoditization of Labour-Power 268 -- C. Capitalist Thingivation and the -- Logic of its Revolutionization 282 -- Afterword 301 -- Supplementary Notes to the English Edition 303 -- Index 309. (shrink)