To explore the change of brain connectivity in schizophrenics, the resting-state EEG source functional connections of SCZ and healthy control were investigated in this paper. Different band single-layer networks, multilayer networks, and improved multilayer networks were constructed and their topological attributes were extracted. The topological attributes of SCZ and HC were automatically distinguished using ensemble learning methods called Ensemble Learning based on Trees and Soft voting method, and the effectiveness of different network construction methods was compared based on the classification (...) accuracy. The results showed that the classification accuracy was 89.38% for α band network, 82.5% for multilayer network, and 86.88% for improved multilayer network. Comparing patients with SCZ to those with Alzheimer’s disease, the classification accuracy of improved multilayer network was the highest, which was 88.12%. The power spectrum in the α band of SCZ was significantly lower than HC, whereas there was no significant difference between SCZ and AD. This indicated that the improved multilayer network can effectively distinguish SCZ and other groups not only when their power spectrum was significantly different. The results also suggested that the improved multilayer topological attributes were regarded as biological markers in the clinical diagnosis of patients with schizophrenia and even other mental disorders. (shrink)

Labels provide a quick and effective solution to obtain people interesting content from large-scale social network information. The current interest label extraction method based on the subgraph stream proves the feasibility of the subgraph stream for user label extraction. However, it is extremely time-consuming for constructing subgraphs. As an effective mathematical method to deal with fuzzy and uncertain information, rough set-based representations for subgraph stream construction are capable of capturing the uncertainties of the social network. Therefore, we propose an effective (...) approach called RS_UNITE_SS, which is suitable for large-scale social network user interest label extraction. Specifically, we first propose the subgraph division algorithm to construct a subgraph stream by incorporating a rough set. Then, the algorithm for user real-time interest label extraction based on upper approximation is proposed by using sequentially characteristics of the subgraph. Empirically, we evaluate RS_UNITE_SS over real-world datasets, and experimental results demonstrate that our proposed approach is more computationally efficient than existing methods while achieving higher precision value and MRR value. (shrink)

ICAP is a theory of active learning that differentiates students’ engagement based on their behaviors. ICAP postulates that Interactive engagement, demonstrated by co‐generative collaborative behaviors, is superior for learning to Constructive engagement, indicated by generative behaviors. Both kinds of engagement exceed the benefits of Active or Passive engagement, marked by manipulative and attentive behaviors, respectively. This paper discusses a 5‐year project that attempted to translate ICAP into a theory of instruction using five successive measures: (a) teachers’ understanding of ICAP after (...) completing an online module, (b) their success at designing lesson plans using different ICAP modes, (c) fidelity of teachers’ classroom implementation, (d) modes of students’ enacted behaviors, and (e) students’ learning outcomes. Although teachers had minimal success in designing Constructive and Interactive activities, students nevertheless learned significantly more in the context of Constructive than Active activities. We discuss reasons for teachers’ overall difficulty in designing and eliciting Interactive engagement. (shrink)

With the awakening of people's health consciousness, the concept and practice of health promotion has become the main target of health policies throughout the world. In this study, the relationship between physical education and health promotion was examined. Art students from a university in Taoyuan were selected for research, and a total of 320 questionnaires were issued. Invalid and incomplete questionnaires were eliminated, with a total of 227 valid questionnaires. Finally, the LISREL model was used to analyze the correlation between (...) various factors and health promotion. The results of the model analysis show that in terms of basic fit, the three factors of physical education have a high correlation with the influence of physical education, reaching a significant level. In terms of overall mode fit, the overall mode fit standard χ2/Df was 1.344, less than the standard value of 3 or less, and the RMR value was 0.007, indicating that the χ2/DF and RMR result standards were appropriate, and the chi-square value was very sensitive to the sample size. Therefore, there was a positive correlation among physical education, sports participation, and health promotion. In conclusion, physical activities can improve the human body's immune function, reduce the symptoms of chronic diseases, and positively promote health. The research result is important for emphasizing the benefit of sports to art students, and provides reference for improving the quality of school physical education, and the physical and mental health level of people in Taiwan. (shrink)

This paper presents a generalization of Fine’s completeness theorem for transitive logics of finite width, and proves the Kripke completeness of transitive logics of finite “suc-eq-width”. The frame condition for each finite suc-eq-width axiom requires, in rooted transitive frames, a finite upper bound of cardinality for antichains of points with different proper successors. The paper also presents a generalization of Rybakov’s completeness theorem for transitive logics of prefinite width, and proves the Kripke completeness of transitive logics of prefinite “suc-eq-width”. The (...) frame condition for each prefinite suc-eq-width axiom requires, in rooted transitive frames, a finite upper bound of cardinality for antichains of points that have a finite lower bound of depth and have different proper successors. We will construct continuums of transitive logics of finite suc-eq-width but not of finite width, and continuums of those of prefinite suc-eq-width but not of prefinite width. This shows that our new completeness results cover uncountably many more logics than Fine’s theorem and Rybakov’s theorem respectively. (shrink)

Time theft is a prevalent, costly, and generally discreet employee activity in firms; nonetheless, very limited research is available on it. To explore why, how, and when employees exhibit time theft, we investigate the influence mechanism of work-related use of information and communication technologies after hours (W_ICTs) on time theft from the perspective of resource gain and loss. Our study found that W_ICTs significantly promotes employee time theft. Emotional exhaustion and moral disengagement play a mediating role in the relationship between (...) W_ICTs and time theft, respectively, and these two variables have a chain-mediating role in the relationship above. Perceived organizational support moderates this chain mediation by moderating the positive effect of W_ICTs on emotional exhaustion. Overall, the findings have important theoretical and managerial implications for research on W_ICTs and time theft. (shrink)

The field of eSports is undergoing a process of developing and evolving with irresistible forces. The process witnesses the ever-refreshing and hybrid meanings and definitions of Sports and eSports in the digital era of technology empowerment and advancing artificial intelligence. This paper calls us to re-construct the meanings and sporting values of eSports, re-evaluate the eSports landscape, going beyond the debate ‘Are eSports Sports?’ and move to re-examine the contextual nature and values of Sports and eSports, as well as their (...) interweaving relationships in contemporary society. It is of significance to explore the way in which the intelligent embodiment of eSports and the virtualisation of traditional sports integrate with each other, offering the potential for fitness and physical exercises and practices in real and virtual spaces. Meanwhile, crucial digital ethics issues are emerging in the field of eSports, potentially challenging and alerting the eSports industry to take timely measurements to maintain the Sport’s integrity. (shrink)

With the increasing volume of web services in the cloud environment, Collaborative Filtering- based service recommendation has become one of the most effective techniques to alleviate the heavy burden on the service selection decisions of a target user. However, the service recommendation bases, that is, historical service usage data, are often distributed in different cloud platforms. Two challenges are present in such a cross-cloud service recommendation scenario. First, a cloud platform is often not willing to share its data to other (...) cloud platforms due to privacy concerns, which decreases the feasibility of cross-cloud service recommendation severely. Second, the historical service usage data recorded in each cloud platform may update over time, which reduces the recommendation scalability significantly. In view of these two challenges, a novel privacy-preserving and scalable service recommendation approach based on SimHash, named SerRecSimHash, is proposed in this paper. Finally, through a set of experiments deployed on a real distributed service quality dataset WS-DREAM, we validate the feasibility of our proposal in terms of recommendation accuracy and efficiency while guaranteeing privacy-preservation. (shrink)

When large-scale common land is taken from villagers by investors with little compensation, their labour unneeded, villagers’ livelihoods tend to be largely destroyed. This implies a tendency to focus on what has been taken from villagers during the land-based change, which has valid and has far-reaching social relevance. But as the rise of the industrial tree plantation (ITP) sector in Guangxi shows, some villagers are capable of having their livelihoods maintained and even expanded when big investors come and acquire massive (...) amounts of land. This seems to be an anomaly at a first glance, considering what has been taken from villagers, but these unexpected and positive livelihood changes can be explained when one closely examines the dynamic of what is taken and what has been left to villagers. During this ITP boom, although large-scale collectively owned forestland is taken by investors and few work opportunities are created to incorporate those affected, villagers’ control over farmland plots and their access to off-farm work opportunities remain (including the land system and labour dynamics). This paper highlights the importance of analysing “taken-left” dynamics to more fully capture diverse livelihood changes. (shrink)

This paper provides a systematic and critical review of the existing literature on the phenomenon of ‘commercial contract cheating’ (CCC). Unlike some existing systematic reviews _generally_ on CCC, this paper focuses on the potential causes and suggested preventative measures specifically, intending to develop effective interventions on the basis of empirical insights. We reviewed primary studies with empirical data and systematic reviews focusing on higher education published between 2012 and 2020. A logic model is developed to graphically indicate the complex and (...) dynamic interplay between a variety of factors identified. Our inquiry reveals a highly specified, uncoordinated and fragmented research landscape that urgently needs integrated, holistic and critical reflection. It shows that the current research is still far from establishing causal relationships as the scholarship opts to reveal an abundance of contextual factors identified only, without probing the relational dynamics or striving for causality. A range of broad and tentative recommendations are proposed on that basis but are barely empirically examined. We also attend to lack of conceptual clarity and work towards a more inclusive and future-proof definition of CCC beyond assignment-based conceptualisation. It is argued that CCC should never be reduced to plagiarism (a natural inclination inspired by the plagiarism research tradition) nor neutralised as a legitimate business (a potential risk revealed mostly by the supply side research). As an interdisciplinary field, CCC should move beyond student perceptions of education cheating and affordability, while including more inquiries into the exploitative, predatory nature of the industry. (shrink)

Resumo: Yang Naimei (杨耐梅) é uma estrela de cinema chinesa da primeira metade do século XX. O estudo discute a prática de vida e o significado de Yang Naimei como uma flapper chinesa. Flapper se refere à garota moderna que cresceu na Europa e na América, na década de 1920, e desafia o estilo de vida tradicional. Yang Naimei é boa em atuar como uma mulher indisciplinada, na tela. Ela teve muitos relacionamentos em sua vida. Ela acumulou riqueza e reputação (...) com sua carreira de atriz, que incorpora totalmente as características da flapper. No entanto, a sociedade da época não oferecia espaço suficiente para o desenvolvimento sustentável da geração de mulheres, como Yang Naimei, na vida econômica, política e pessoal. Com a sua juventude passada, ela foi eliminada pela indústria cinematográfica e sofreu com a pobreza e a doença, na segunda metade de sua vida. Tomando Yang Naimei como uma silhueta dos tempos, pode-se refletir sobre as voltas e reviravoltas do caminho de desenvolvimento das mulheres chinesas. (shrink)

This research focuses on the influence of COVID-19 on entrepreneurs' psychological well-being in China. A start-up's performance is believed to play an important moderating role. This study uses 2 years of tracking data of 303 entrepreneurs from Shandong Providence, China. Based on conservation of resources theory, this study found that COVID-19 will significantly decrease entrepreneurs' PWB. A start-up's past performance will enhance the negative influence of COVID-19 on entrepreneurs' PWB. This study contributes to the literature on entrepreneurship, COR, and PWB. (...) The findings can also guide entrepreneurs to maintain well-being during the pandemic and post-pandemic era. (shrink)

This study focuses on a traditional business ethics question and aims to use advanced techniques to improve the performance of corporate fraud prediction. Based on the GONE framework, we adopt the machine learning model to predict the occurrence of corporate fraud in China. We first identify a comprehensive set of fraud-related variables and organize them into each category (i.e., Greed, Opportunity, Need, and Exposure) of the GONE framework. Among the six machine learning models tested, the Random Forest (RF) model outperforms (...) the other five models in corporate fraud prediction. Based on the RF model, we show that Exposure variables play a more important role in predicting corporate fraud than other input variables. These results highlight the importance of Exposure variables in corporate fraud prediction and promote the practical use of the machine learning model in solving business ethics questions. (shrink)

Artificial intelligence (AI) technology has brought new opportunities and challenges to the judicial field, which dramatically improves judicial efficiency and may even change the judiciary's way. The concept of judicial justice in the information age has a natural affinity with artificial intelligence. As artificial intelligence continues to make breakthroughs in judicial data sorting and deep learning knowledge, judicial artificial intelligence has gradually become a reality. Artificial intelligence can conduct legal argumentation, interpret calculation results, human–computer collaboration, and judicial judgment. At the (...) same time, the development of artificial intelligence technology also has potential risks, such as algorithm black boxes, algorithm discrimination, etc., to help judges achieve judicial justice, the value of judicial justice should be pursued to the limit of its judicial application. Therefore, artificial intelligence justice should be constrained by social relations, legal rationality, and code operation. (shrink)

This study aims to examine how the relationship between intellectual capital and bank profitability changed during COVID-19. Based on the data of 34 Chinese banks and 39 Pakistani banks, this study uses ordinary least squares to examine this relationship during the COVID-19 era. Profitability is measured by return on assets and return on equity, and IC is measured by the value added intellectual coefficient model. The findings show that, even during the COVID-19 pandemic, IC has managed to sustain its positive (...) influence on bank profitability in China and Pakistan. Among IC components, our study reports that human capital is the only IC resource that continues to enhance ROA and ROE of Chinese and Pakistani banks during the pandemic period. Our study suggests that policymakers should pay more attention to IC resources, which has the potential to improve banks’ profitability even during crisis times. (shrink)

As many philosophers agree, the frame problem is concerned with how an agent may efficiently filter out irrelevant information in the process of problem-solving. Hence, how to solve this problem hinges on how to properly handle semantic relevance in cognitive modeling, which is an area of cognitive science that deals with simulating human's cognitive processes in a computerized model. By "semantic relevance", we mean certain inferential relations among acquired beliefs which may facilitate information retrieval and practical reasoning under certain epistemic (...) constraints, e. g., the insufficiency of knowledge, the limitation of time budget, etc. However, traditional approaches to relevance—as for example, relevance logic, the Bayesian approach, as well as Description Logic—have failed to do justice to the foregoing constraints, and in this sense, they are not proper tools for solving the frame problem/relevance problem. As we will argue in this paper, Non-Axiomatic Reasoning System (NARS) can handle the frame problem in a more proper manner, because the resulting solution seriously takes epistemic constraints on cognition as a fundamental theoretical principle. (shrink)

In this paper, I provide a framework for accounting for the self, based on a reconstruction of Galen Strawson’s “theory of SESMETs,” or the Pearl view, with Barry Dainton’s continuous consciousness thesis. I argue that the framework I provide adequately accounts for the self and is preferable to solely adopting either Strawson’s or Dainton’s theory. I call my reconstruction the “Necklace” view of the self.

Incentives for improving research productivity at universities prevail in global academia. However, the rationale, methodology, and impact of such incentives and consequent evaluation regimes are in need of scrutinization. This paper explores the influences of financial and career-related publishing incentive schemes on research cultures. It draws on an analysis of 75 interviews with academics, senior university administrators, and journal editors from China, a country that has seen widespread reliance on international publication counts in research evaluation and reward systems. The study (...) focuses on humanities and social sciences as disciplinary sites, which embody distinct characteristics and have experienced the introduction of incentive schemes in China since the early 2000s. Findings reveal tensions between internationalization and indigenization, quality and quantity, integrity and instrumentalism, equity and inequity in Chinese academia. In particular, we argue that a blanket incentive scheme could reinforce a managerial culture in higher education, encourage performative objectification of academics, and jeopardize their agency. We thereby challenge ‘one-size-fits-all’ policymaking, and suggest instead that institutions should have the opportunity to adopt an ethical and ‘human-oriented’ approach when developing their research incentives and evaluation mechanisms. (shrink)

The existing scholarship has developed six main explanations to account for the success of the Chinese Revolution, which has been anomalous for major paradigms derived from cross-national comparisons. Methodologically, we use a social geographical approach to test these existing explanations systematically by constructing and analyzing a unique dataset of Communist growth in 93 counties in the three most contested provinces during its most pivotal period of ascendence. Theoretically, we advance and test an alternative perspective, based on the groundwork of Tocqueville (...) and Fei Xiaotong, that integrates the state-centric theory, elite theory, and cultural analysis. Our perspective emphasizes the interplay between state centralization and local elite structure, which leads to intensified state extraction and local elite fracturing, thus creating favorable conditions for revolution. The quantitative analysis strongly supports the importance of the Japanese invasion but provides limited support for many other conventional explanations. The analysis largely confirms the Tocqueville-Fei perspective on state centralization, elite fracturing, cultural change, and revolution. The findings are buttressed by a detailed case study of Lianshui County. The study unveils a common structural challenge that a modernizing state faces in an agrarian status society, to recreate its political legitimacy while disrupting local elite structure. It also sheds historical light on the evolution of state-society relationship through the Chinese Revolution. (shrink)

This paper shows that the basic logic induced by the parallel recurrence $\hspace {-2pt}\mbox {\raisebox {-0.01pt}{\@setfontsize \small {7}{8}$\wedge$}\hspace {-3.55pt}\raisebox {4.5pt}{\tiny $\mid$}\hspace {2pt}}$ of computability logic (i.e., the one in the signature $\{\neg,$\wedge$,\vee,\hspace {-2pt}\mbox {\raisebox {-0.01pt}{\@setfontsize \small {7}{8}$\wedge$}\hspace {-3.55pt}\raisebox {4.5pt}{\tiny $\mid$}\hspace {2pt}},\hspace {-2pt}\mbox {\raisebox {0.12cm}{\@setfontsize \small {7}{8}$\vee$}\hspace {-3.6pt}\raisebox {0.02cm}{\tiny $\mid$}\hspace {2pt}}\}$ ) is a proper superset of the basic logic induced by the branching recurrence $\mbox {\raisebox {-0.05cm}{$\circ$}\hspace {-0.11cm}\raisebox {3.1pt}{\tiny $\mid$}\hspace {2pt}}$ (i.e., the one in the signature $\{\neg,$\wedge$,\vee,\mbox {\raisebox {-0.05cm}{$\circ$}\hspace {-0.11cm}\raisebox (...) {3.1pt}{\tiny $\mid$}\hspace {2pt}},\mbox {\raisebox {0.12cm}{$\circ$}\hspace {-0.115cm}\raisebox {0.02cm}{\tiny $\mid$}\hspace {2pt}}\}$ ). The latter is known to be precisely captured by the cirquent calculus system CL15 , conjectured by Japaridze to remain sound—but not complete—with $\hspace {-2pt}\mbox {\raisebox {-0.01pt}{\@setfontsize \small {7}{8}$\wedge$}\hspace {-3.55pt}\raisebox {4.5pt}{\tiny $\mid$}\hspace {2pt}}$ instead of $\mbox {\raisebox {-0.05cm}{$\circ$}\hspace {-0.11cm}\raisebox {3.1pt}{\tiny $\mid$}\hspace {2pt}}$ . The present result is obtained by positively verifying that conjecture. A secondary result of the paper is showing that $\hspace {-2pt}\mbox {\raisebox {-0.01pt}{\@setfontsize \small {7}{8}$\wedge$}\hspace {-3.55pt}\raisebox {4.5pt}{\tiny $\mid$}\hspace {2pt}}$ is strictly weaker than $\mbox {\raisebox {-0.05cm}{$\circ$}\hspace {-0.11cm}\raisebox {3.1pt}{\tiny $\mid$}\hspace {2pt}}$ in the sense that, while $\mbox {\raisebox {-0.05cm}{$\circ$}\hspace {-0.11cm}\raisebox {3.1pt}{\tiny $\mid$}\hspace {2pt}}F$ logically implies $\hspace {-2pt}\mbox {\raisebox {-0.01pt}{\@setfontsize \small {7}{8}$\wedge$}\hspace {-3.55pt}\raisebox {4.5pt}{\tiny $\mid$}\hspace {2pt}}F$ , the reverse does not hold. (shrink)

Bertrand Russell was one of the most prominent figures in the formation and development of mathematical logic. It is widely acknowledged that his work in this field exerted tremendous influence in the West, especially in the first three decades of the twentieth century. The important role he played in inspiring Chinese interest in this subject, however, is virtually unknown. This paper describes Russell's contributions to the introduction of mathematical logic in China through a discussion of his lectures in Beijing in (...) March of 1921, and the subsequent Chinese translations of his Introduction to Mathematical Philosophy and Principia Mathematica. (shrink)

Thomas Aquinas has argued that the passion of hope is the movement of the sensitive appetite and the first of the irascible passion. The first part of the article aims to explore the cause and the mechanism of the passion of hope, and tries to clarify the relationship between the passion of hope and the perception. In human beings, it is possible that the passion of hope is caused by false judgement of the perception, which will lead to the result (...) of false hope. In Aquinas’s argument, the problem of false hope could be solved through the moral virtue and the prudence. In the second part of this article, the aim is to analyse how the virtue of magnanimity, humility and the prudence work impact on the passion of hope and perfect it.Contribution: This research concentrates on the topic of the passion of hope of Thomas Aquinas, and provides a new perspective on the understanding of the relationship between the passion and the virtue. (shrink)

Intending to have a constructive dialogue with the combination of evolutionary theory (E) and metaphysical naturalism (N), Alvin Plantinga’s evolutionary argument against naturalism (EAAN) takes the reliability of human cognition (in normal environments) as a purported explanandum and E&N as a purported explanans. Then, he considers whether E&N can offer a good explanans for this explanandum, and his answer is negative (an answer employed by him to produce a defeater for N). But I will argue that the whole EAAN goes (...) wrong by assuming that R is a qualified explanandum crying out for scientific explanations, since it cannot meet either of the two criteria for any scientifically qualified explanandum: Realizability Criterion and Informativeness Criterion. Hence, EAAN is simply setting a task that E&N, as a scientific theory, will not care at all. Therefore, EAAN cannot substantially shake E&N. (shrink)

This article is a literature review on the development of elderly care courses for undergraduate students in Sichuan Province's music teacher profession. Through a review of relevant literature, the study finds that music education positively impacts the mental health and social participation of elderly individuals. However, there are shortcomings in curriculum design, personalized teaching, and interdisciplinary integration. This paper aims to explore how to effectively integrate music education with elderly care knowledge, optimize curriculum design, and establish scientific assessment mechanisms to (...) enhance the practical effectiveness of the courses. This study provides theoretical support and practical guidance for developing elderly care courses for music teacher undergraduates in Sichuan Province. This paper draws its content from the doctoral thesis, "The Development of Subject Curriculum for Caring for the Elderly Among Music Teacher Profession Students at the Undergraduate Level in Sichuan Province, China.". (shrink)

The subject of this work is the worldview of subculture and its complex interaction with the elements and structure of these groups. To do this, various types of subcultures are analyzed in detail in order to identify their unique ideological features and characteristics. The main purpose of the research is to find links between the worldview of subcultures and their structural elements, as well as to understand the impact of these links on socio-cultural processes. By analyzing these issues, the study (...) seeks to expand our understanding of subcultural dynamics and their place in the modern sociocultural context. The results of this work can be useful for further research in the field of anthropology, sociology, cultural studies, as well as for the development of practical strategies for managing and supporting subcultural communities. To achieve the goals of the study, an anthropological analysis of subcultures is used, which includes an analysis of synchronous and diachronic aspects of the subcultural worldview, as well as comparative analysis. The scientific novelty of this work is manifested in a deep and comprehensive analysis of the diversity of types of worldview representation in various subcultures and their impact on a wide range of socio-cultural processes. The analysis presented in the study reveals unique aspects of the subcultural worldview and its diverse manifestations, which not only contributes to a deeper understanding of the socio-cultural dynamics of modern society, but also expands our knowledge of the mechanisms of formation and functioning of subcultural communities. The conclusions of this work are important both for academic research in the field of anthropology and sociology, and for practical applications, for example, those aimed at effective management and support of subcultural groups in modern society, including the development of policies and programs that promote inclusivity, cultural diversity and socio-cultural harmony. (shrink)

A number of existing researches agree that digitalization would facility firms to launch ambidextrous innovations. Digitalization is not only about technological change, but more importantly, the reshaping of the firms’ knowledge structure and routines to percept and integrate knowledge. Thus, some researchers suggest that whether firms could benefit from digitalization varies across firms and industries, since innovation in different firms and industries relies on differentiated level of cognitive and reasoning of knowledge. However, existing studies mainly focus on exploring the firm-level (...) differences, and leave the industry-level difference underdeveloped. In response, this study integrates knowledge-based view to examine how a firm’s digitalization affects ambidextrous innovation, and further explore the conjoint effect of industrial knowledge bases—the knowledge base of the industry the firm is located in—on the relationship between firm digitalization level and ambidextrous innovation. This study uses Python to conduct text mining of firms’ annual reports, and obtains data of 394 listed companies from the year 2014 to 2020. The empirical results show that digitalization level has positive effect on both exploratory innovation and exploitative innovation, and the effect on exploitative innovation is stronger than on exploratory innovation. Moreover, the moderating effect of industrial knowledge base is significant on “digitalization–exploratory innovation” but not on “digitalization–exploitative innovation” relationship. By doing so, this study refines the research on the relationship between digitalization and firm innovation, and confirms that the usage of digitalization may lead to achieve an ambidextrous situation. This study also provides a theoretical basis for industrial differences of the effectiveness of digitalization, suggesting firms considering industrial characteristics to implement digitalization-assisted innovation practices. (shrink)

Positive psychology has received increasing attention in the field of education. Therefore, it would be of utmost importance to analyze the relationship between the constructs falling under the category of positive psychology and other constructs to pave the way for both educational authorities and teachers themselves. Reviewing the previous studies, it turned out that there have been no studies to discuss the interplay between teachers’ psychological capital and their job commitment and academic optimism particularly in the context of China. To (...) fill this gap, the current study set out to inspect the function of Chinese English as a Foreign language teachers’ psychological capital in promoting their job commitment and academic optimism. To accomplish this, 316 Chinese teachers were asked to complete “Psychological Capital Scale,” “Job Commitment Scale,” and “Academic Optimism Scale.” The results of regression analyses revealed that Chinese EFL teachers’ psychological capital can strongly predict their job commitment and academic optimism. The conclusion and implications of the results are finally discussed and it is mentioned that both educational authorities and teachers can benefit from this study and make the experience of teaching much more productive. (shrink)

Bowers et al. bring forward critical issues in the current use of deep neural networks (DNNs) to model primate vision. Our own research further reveals fundamentally different algorithms utilized by DNNs for visual processing compared to the brain. It is time to reemphasize the value of basic vision research and put more resources and effort on understanding the primate brain itself.

Resumo: Com o rápido desenvolvimento da sociedade da informação moderna, o Big Data (BD) trouxe grande comodidade à vida dos residentes. No contexto do BD, a aplicação da tecnologia da informação em diversas áreas tornou-se uma tendência. Através da transformação da filosofia educacional, a Gestão do Ensino Superior também assumiu novas características e gerou novos rumos de desenvolvimento. Este artigo explora as deficiências e razões do trabalho tradicional de Gestão de Esino Superior, aponta problemas atuais e explica a necessidade de (...) sua inovação. Também analisa as vantagens e o desenvolvimento da tecnologia BD no trabalho de gestão. Através das novas ideias, métodos e ferramentas trazidas pela tecnologia Big Data para a Gestão do Ensino Superior, foi demonstrado que a tecnologia BD apoiou o desenvolvimento de modalidades de ensino inovadoras, proporcionou um ambiente de aprendizagem positivo e reduziu os custos de gestão. Com base nas características do trabalho da Gestão e nas vantagens da tecnologia BD, foram realizadas pesquisas inovadoras para analisar a eficiência e o entusiasmo da aprendizagem dos alunos para ilustrar o efeito inovador desse trabalho. Os autres defendem que a tecnologia BD, incluindo Inteligência Artificial e gestão precisa e flexível, traz novas ideias, métodos e ferramentas para a GEstão, melhorando efetivamente a eficiência, aumentando a felicidade dos alunos e reduzindo os custos de gestão laboral. Ademais, apoiam o desenvolvimento de modelos de ensino inovadores, oferecem aos estudantes universitários um ambiente de aprendizagem positivo e reduzem os custos de gestão. (shrink)

Instigated by the incident of the chained woman in Feng County, Jiang Su Province, this paper offers a phenomenological argument on the workhorses legitimizing and sustaining women trafficking in China. Specifically, I leverage the Imperial Man and the Paradigm of War by Nelson Maldonado-Torres and construct a pair of paralleled concepts: the Patriarchal Man and the Paradigm of Family. In analyzing the social media coverage of the chained woman and government responses, I argue that the Patriarchal Man and the Paradigm (...) of Family create and perpetuate a common understanding that enables and normalizes women trafficking within a broader circuit. This circuit includes both state actors such as government officials and local actors who are not directly involved in trafficking, in addition to the traffickers, buyers and sellers. To combat women trafficking, we need law reforms as well as a phenomenological reduction of the Patriarchal man. I suggest three potential ways for the phenomenological reduction. (shrink)

To solve a series of pension problems caused by aging, based on the emotional recognition of the Internet of Things, the control method and system research of smart homes are proposed. This article makes a detailed analysis and research on the necessity, feasibility, and how to realize speech emotion recognition technology in smart families, introduces the definition and classification of emotion, and puts forward five main emotions to be recognized in speech emotion recognition based on smart family environment. Then, based (...) on this, it analyses the acquisition methods of emotional speech data. On this premise, this article discusses and analyses the related problems of voice data acquisition in smart homes, such as the voice characteristics and acquisition methods, puts forward three rules for voice text design, and determines the relatively suitable hybrid recording acquisition method applied in a smart home environment. At the same time, the design and establishment process of intelligent family emotional speech database is described in detail. The related problems of feature extraction in speech emotion recognition are studied. Starting from the definition of feature extraction, this article expounds on the necessity of feature extraction in the process of recognition and analyses the characteristics of the speech signals. For the specific environment of the smart family, the speech signal required to be processed needs to be close to the auditory characteristics of the human ears, and the speech signal contains enough information. Finally, the Mel frequency cepstrum coefficient is selected as the feature parameter applied in this article, and the extraction process of MFCC is introduced in detail. (shrink)