This study aimed to develop cross-domain deep learning courses of artificial intelligence in vocational senior high schools and explore its impact on students’ learning effects. It initially adopted a literature review to develop a cross-domain SPOC-AIoT Course with SPOC and the Double Diamond 4D model in vocational senior high schools. Afterward, it adopted participatory action research and a questionnaire survey and conducted analyses on the various aspects of the technology acceptance model by SmartPLS. Further, this study explored the impact on (...) the effects of deep learning and knowledge-ability learning of artificial intelligence after 16 weeks of course teaching among 36 Grade I students from the electrical and electronic group of a vocational senior high school. This study revealed that the four stages of the SPOC-AIoT Teaching Mode of the Double Diamond 4D model may effectively guide students to learn AIoT knowledge and skills. Based on the technology acceptance model, the analysis of learning and participation in SmartPLS indicated that this model conformed to the academic fitness requirements of the overall model. After learning with the SPOC-AIoT Teaching Mode, the learning effects of students in AIoT have been significantly improved to a positive aspect. Finally, some suggestions were put forward to promote the development of the SPOC-AIoT Teaching Mode Course in the future. (shrink)

Building on research that analyzes how social relations and networks shape the Chinese market, this article asks a less-studied question: How is the market changing guanxi? The authors trace the transformation of guanxi from communal, kin-based ties to a cultural metaphor with which diverse individuals build flexible social relationships in late-socialist China. As a “generalized particularism,” this cultural metaphor provides something analogous to the culture of civility in Western societies. The authors discuss the political potential of guanxi in terms of (...) its dual tendency toward the “publicization” and “privatization” of power. The development of guanxi civility suggests the diverse cultural origins of civility and serves as a reminder of the particularistic roots in the universalistic assumption of Western civility. (shrink)

Elite domination is recognized as a significant downside of “linking social capital,” but its remedies are under-theorized and scarcely documented. Addressing this gap, we argue that bonding or bridging ties characterized by strong reflexivity, awareness of the state’s symbolic violence, and rich cultural resources for cross-fertilization serve as countervailing mechanisms against unresponsive linking ties. If bonding and bridging ties lack these characteristics, even when those ties are numerous, they are unlikely to challenge unresponsive linking ties. Our theoretical argument is substantiated (...) through a three-village comparison in Taiwan during the post-Typhoon Morakot reconstruction period, where linking ties among most disaster areas, state agencies, and large NGOs were deployed to promote elite agendas. Based on forty-five in-depth interviews, our findings suggest that in Namaxia, where all three features identified in our framework were absent in bonding and bridging ties, grassroots resistance against unresponsive linking ties largely failed. In Jialan, bonding networks displayed strong social reflexivity, but neither bonding nor bridging ties cultivated awareness of the state’s symbolic violence or cultural resources for cross-fertilization. The village only partially succeeded in challenging unresponsive linking ties. In Ali, where local bonding and bridging networks developed all three features mentioned above, the village successfully transformed unresponsive linking ties. The conceptual delinking of network homogeneity/heterogeneity and exclusivity/inclusivity in this study bears broader implications for social capital theories. (shrink)

Scholars have established that cultural codes and styles of expression in civil society must be recognized as informal mechanisms of exclusion, calling into question the possibility of the Habermasian normative ideal of the public sphere. This article joins theoretical discussions of how to remedy this problem. Going beyond Alexander's model of "multicultural incorporation" and borrowing from Sewell's theory of the duality of structure, we develop a theoretical framework of code hybridization to conceptualize how civil society participants achieve civil solidarity amid (...) multiple, potentially contradictory cultural legacies. Code hybridization is a process whereby social actors not only incorporate the cultural codes of subordinate groups into the public sphere, but in doing so also potentially transform dominant codes. We conceptualize code hybridization in terms of three analytic steps: enlargement of the terrains of signification; reinterpretation of codes; and mixing of schemas. The resulting hybridized schemas and frameworks are particularly useful cultural tools for developing visions of civil inclusiveness for young, unstable civil societies. Using a brief comparative study of the representation of women in political cartoons in Hong Kong and Taiwan, we offer a concrete example of code hybridization—a process linking the codes of liberty and caring while producing alternative and more inclusive narratives during moments of political agitation. (shrink)

Anti-intellectualists claim that knowledge-how requires at least a corresponding ability or performance success that includes non-intellectual components. They argue that an insistence on the close relationship between knowledge-how and performance success is needed to account for our intuitions on the practical aspects of knowledge-how. In this paper, we examine three main anti-intellectualist proposals for what constitutes performance success, those of Hawley, Noë, and Kumar, and argue that all of them are non-informative in a practical manner. We further point out that (...) the problem of non-informativeness is dominant in anti-intellectualism. (shrink)

The hierarchically nested structure is widely observed in a broad range of real systems, encompassing ecological networks, economic and trade networks, communication networks, among many others. However, there remain statistical challenges of the prevalence of nestedness. In response to this problem, we focus on the effect of incomplete information and the inputted matrix size, the role of network density and degree sequences, and the relevance of degree-degree correlation to conduct systematic research on the significance of the nested structure according to (...) multiplex world trade networks. Firstly, the nested structure can observe significantly when suffering incomplete information and varying inputted matrix size. Secondly, to analyze the role of network density and degree sequences in nested structure, we use “swappable rows, swappable columns” null model which conserves the network size and density, and “fixed in-degree, fixed out-degree” null model which not only preserves the network size and density but also keeps node degree to do randomization tests of nestedness. The randomizations of two null models remark that most nested structures are not determined by network density and degree sequences but closely related to them. Finally, we investigate degree-degree correlation in nested networks, and the results show that the nested structure is negatively related with degree-degree correlation of the network. Following the empirical analysis train of thought, we argue that nestedness is still a unique feature of the network. (shrink)

Balancing Change and Tradition in Global Education Reform is an invaluable resource for policymakers, faculty, students, and anyone interested in how decisions made about the education system ultimately affect the quality of education, educational access, and social justice.

This cross-sectional study, which included men aged 20–40 years, aimed to determine the relationships among type D personality, depressive symptoms and lower urinary tract symptoms in young men. An internet-based questionnaire was administered, and General demographics, International Prostate Symptom Scores, Type D Scale-14 scores, and Depression and Somatic Symptom Scale scores were analyzed. A total of 3,127 men were included; of these, 762 reported moderate/severe lower urinary tract symptoms, and 1,565 met the criteria for type D personality. Men with type (...) D personality had significantly higher body mass index and total and sub-scores for the International Prostate Symptom Score and Depression and Somatic Symptom Scale. Furthermore, the type D personality group had a higher prevalence of lower urinary tract symptoms, particularly voiding symptoms. Univariate analysis revealed that all parameters, except for body mass index, were significant predictors of moderate/severe lower urinary tract symptoms. Multivariate analysis showed that age >30 years, type D personality, and depressive and somatic Depression and Somatic Symptom Scale sub-scores were independent predictors of moderate/severe lower urinary tract symptoms. Regarding Type D Scale-14 subscales, social inhibition, rather than negative affectivity, impacted moderate/severe lower urinary tract symptoms. Mediation analysis revealed that depressive symptoms mediated the relationship between type D personality and lower urinary tract symptoms. This study established correlations between type D personality, depressive symptoms, and lower urinary tract symptoms. As previous studies suggested that patients with type D personality are less likely to consult and adhere to treatment, and are at higher risk for depression, urologists should therefore actively recognize patients with TDP. (shrink)

In this paper, according to the perspective of customers and products, by using clustering analysis and association rule technology, this paper proposes a cross-marketing model based on an improved sequential pattern mining algorithm, where an improved algorithm AP is applied. The algorithm can reduce the time cost of constructing a projection database and the influence of the increase of support on the algorithm efficiency. The improved idea is that when the first partition is used to generate the projection database, the (...) number of itemsets in the projection database is sorted from small to large, and when the second partition is used, the sequence patterns are generated directly from the mined sequence patterns, so as to reduce the construction of the database. The experimental results show that this method can quickly mine the effective information in complex data sets, improve the accuracy and efficiency of data mining, and occupy less memory consumption, which has good theoretical value and application value. (shrink)

We have been using feather development as a model for understanding the molecular basis of pattern formation and to explore the roles of homeoproteins, retinoids and adhesion molecules in this process. Two kinds of homeobox (Hox) protein gradients in the skin have been identified: a ‘microgradient’ within a single feather bud and a ‘macrogradient’ across the feather tract. The asynchronous alignment of different Hox macrogradients establishes a unique repertoire of Hox expression patterns in skin appendages within the integument, designated here (...) as the ‘Hox codes of skin appendages’. It is hypothesized that these Hox codes contribute to the phenotypic determination of skin appendages. High doses of retinoic acid cause a morphological transformation between feather and scale, while low doses of retinoic acid cause an alteration of the axial orientation of skin appendages. We have tested the ability of molecules directly involved in the feather formation process to mediate the action of the Hox codes, and surmise that adhesion molecules are potential candidates. Using specific Fabs to suppress the activity of adhesion molecules, we have found that L‐CAM is involved in the formation of the hexagonal pattern, N‐CAM is involved in mediating dermal condensations, tenascin is involved in feather bud growth and elongation, and integrin β‐1 is essential for epithelial‐mesenchymal interactions. More work is in progress to fully understand the molecular pathways regulating the feather formation process. (shrink)

This paper argues against the continued practice of Confucian familism, even in its moderate form, in East Asian hospitals. According to moderate familism, a physician acting in concert with the patient's family may withhold diagnostic information from the patient, and may give it to the patient's family members without her prior approval. There are two main approaches to defend moderate familism: one argues that it can uphold patient's autonomy and protect her best interests; the other appeals to cultural relativism by (...) construing the principle of ‘family autonomy’ to be incommensurable with that of individual autonomy. We respond to the first approach by explaining how the familist arguments either depend on some unreasonable assumptions or simply fail to articulate. The critique of the second approach is based on our recent survey showing that there is no dichotomy of relevant values between the East and the West: we believe that the result can effectively block the familist's reliance on certain traditional or cultural values to explain their resistance to the incorporation of pluralist values. Despite our disagreement with familism, we consider the Eastern emphasis on the family to be conducive to the communication between patient, family members and medical personnel, which is indispensible to the patient's well being and autonomy. We conclude that respect for patient autonomy is perfectly consistent with the involvement of the family in making medical decision as long as the family plays a merely consultant role. (shrink)

This paper argues against the continued practice of Confucian familism, even in its moderate form, in East Asian hospitals. According to moderate familism, a physician acting in concert with the patient's family may withhold diagnostic information from the patient, and may give it to the patient's family members without her prior approval. There are two main approaches to defend moderate familism: one argues that it can uphold patient's autonomy and protect her best interests; the other appeals to cultural relativism by (...) construing the principle of ‘family autonomy’ to be incommensurable with that of individual autonomy. We respond to the first approach by explaining how the familist arguments either depend on some unreasonable assumptions or simply fail to articulate. The critique of the second approach is based on our recent survey showing that there is no dichotomy of relevant values between the East and the West: we believe that the result can effectively block the familist's reliance on certain traditional or cultural values to explain their resistance to the incorporation of pluralist values. Despite our disagreement with familism, we consider the Eastern emphasis on the family to be conducive to the communication between patient, family members and medical personnel, which is indispensible to the patient's well being and autonomy. We conclude that respect for patient autonomy is perfectly consistent with the involvement of the family in making medical decision as long as the family plays a merely consultant role. (shrink)

This study provides an overview of social media usage among researchers in Malaysia and examines factors affecting their use for science communication. The online questionnaire gathered the opinions of 425 researchers from over 20 science disciplines. The descriptive analysis highlighted usage preferences for 10 commonly used social media, while statistical analysis in particular MANOVA and correlation analysis, identified significant factors influencing researchers’ social media use. Up to 62% of respondents believe that social media is more effective in reaching the public, (...) compared to other media. WhatsApp, Facebook, YouTube, Google Scholar, and ResearchGate are routinely used or perceived as beneficial to use. However, Twitter, Instagram, WordPress, and LinkedIn are seldom used because they are less preferred for science communication. Seniority, perceived importance, and perceived credibility are significantly correlated with both intention and actual use. Meanwhile, age and experience are significantly correlated with actual use, but not the intention. Researchers are likely to post and share more on social media if they believe that science communication is important or if they are credible enough to present a scientific consensus. This study offered important insights into the perceptions, concerns, and factors influencing their use for science communication. By determining the perceptions, concerns and motivators affecting researchers, the findings shed light on effective ways to promote researchers’ use of social media to communicate scientific knowledge. (shrink)

In his 1987 article “Indeterminacy, Empiricism and the First Person”, John Searle argues that we actually know what we mean; therefore, W. V. O. Quine’s thesis of the indeterminacy of translation must be wrong. In this paper, I will try to identify the mistakes in Searle’s criticism of Quine’s story. I will argue that Quine’s indeterminacy thesis can be construed as containing two theses- that is, the immanent indeterminacy and the transcendent indeterminacy. With these two indeterminacies in mind, Quine’s indeterminacy (...) thesis will still remain tenable even if we actually know what we mean. (shrink)

In his 1987 article “Indeterminacy, Empiricism and the First Person”, John Searle argues that we actually know what we mean; therefore, W. V. O. Quine’s thesis of the indeterminacy of translation must be wrong. In this paper, I will try to identify the mistakes in Searle’s criticism of Quine’s story. I will argue that Quine’s indeterminacy thesis can be construed as containing two theses- that is, the immanent indeterminacy and the transcendent indeterminacy. With these two indeterminacies in mind, Quine’s indeterminacy (...) thesis will still remain tenable even if we actually know what we mean. (shrink)

This book's importance is derived from three sources: careful conceptualization of teacher induction from historical, methodological, and international perspectives; systematic reviews of research literature relevant to various aspects of teacher induction including its social, cultural, and political contexts, program components and forms, and the range of its effects; substantial empirical studies on the important issues of teacher induction with different kinds of methodologies that exemplify future directions and approaches to the research in teacher induction.

This paper re-examines the relevance of three academic norms to contemporary academic life – communism, universalism and disinterestedness – based on the work of Robert Merton. The results of a web-based survey elicited responses to a series of value statements and were analysed using the weighted average method and through cross-tabulation. Results indicate strong support for communism as an academic norm defined in relation to sharing research results and teaching materials as opposed to protecting intellectual copyright and withholding access. There (...) is more limited support for universalism based on the belief that academic knowledge should transcend national, political, or religious boundaries. Disinterestedness, defined in terms of personal detachment from truth claims, is the least popular contemporary academic norm. Here, the impact of a performative culture is linked to the need for a large number of academics to align their research interests with funding opportunities. The paper concludes by considering the claims of an alternate set of contemporary academic norms including capitalism, particularism and interestedness. (shrink)

An interesting phenomenon called “hidden opportunity cost of time effect” was detected in intertemporal choices. The majority of our participants preferred the smaller but sooner (SS) option to the larger but later (LL) option if opportunity cost was explicit. However, a higher proportion of participants preferred the LL to SS option if opportunity cost was hidden. This shift violates the invariance principle and opens a new way to encourage future-oriented behavior. By simply mentioning the ‘obvious’ opportunity cost of alternatives, decision (...) makers can be more informed in prioritizing their long-term goals rather than short-term goals. (shrink)

Photovoltaic power forecasting can provide strong support for the safe operation of the power system. Existing forecasting methods are ineffective for grid scheduling decisions or risk analysis. The novel multicluster interval prediction method is proposed to consider the volatility and randomness of PV power output. First, this method utilizes the sparse autoencoder and Bayesian regularized NARX network for point forecasting of PV power. Second, density peak clustering improved by kernel Mahalanobis distance is applied to classify the dataset into multiple clusters, (...) including forecasting error and meteorological factors. Finally, the joint probability density is established by multivariate kernel density estimation to accomplish the PV power interval prediction. The proposed hybrid method is applied for the interval prediction of PV power at Yulara, Australia. Comparative research of point forecasting is implemented to evaluate the machine learning and deep learning methods, with the proposed SAE-BRNARX under four different periods. Results shows that the average values of nRMSE, MRE, nMAE, and R2 for the four periods are 4.45%, 0.90%, −0.15%, 3.39%, and 95.93%, respectively. Moreover, the results of interval prediction obtained by the other interval prediction approaches are compared with the proposed KMDDPC-MKDE. It shows that the average values of PICP, PINAW, ACE, and nMPICD for four periods are 93.93%, 9.50%, 3.93%, and 7.10% at 90% confidence level, respectively. Outcomes demonstrate that the proposed method can obtain more accuracy, a higher coverage rate, narrower average bandwidth, and a closer distance between the middle of interval and actual value than other methods. (shrink)

The meshed control theory assumes that cognitive control and automatic processes work together in the natural attention of experts for superior performance. However, the methods adopted by previous studies limit their capacity to provide in-depth information on the neuromotor processes. This experiment tested the theory with an alternative approach. Twelve skilled golfers were recruited to perform a putting task under three conditions: (1) normal condition, with no focus instruction (NC), (2) external focus of attention condition (EC), and (3) internal focus (...) of attention condition (IC). Four blocks of 10 putts each were performed under each condition. The putting success rate and accuracy were measured and electroencephalographies (EEGs) were recorded. The behavioral results showed that the NC produced a higher putting success rate and accuracy than the EC and IC. The EEG data showed that the skilled golfers’ attentional processes in the NC initially resembled those in the EC and then moved toward those in the IC just before putting. This indicates a switch from more automatic processes to cognitive control processes while preparing to putt. The findings offer support for the meshed control theory and indicate the dynamic nature of neuromotor processes for the superior performance of athletes in challenging situations. (shrink)

Evidence suggests divergent thinking is the cognitive basis of creative thoughts. Neuroimaging literature using resting-state functional connectivity has revealed network reorganizations during divergent thinking. Recent studies have revealed the changes of network organizations when performing creativity tasks, but such brain reconfigurations may be prolonged after task and be modulated by the trait of creativity. To investigate the dynamic reconfiguration, 40 young participants were recruited to perform consecutive Alternative Uses Tasks for divergent thinking and two resting-state scans were used for mapping (...) the brain reorganizations after AUT. We split participants into high- and low-creative groups based on creative achievement questionnaire and targeted on reconfigurations of the two brain networks: default-mode network and the network seeded at the left inferior frontal gyrus because the between-group difference of AUT-induced brain activation located at the left IFG. The changes of post-AUT RSFCs indicated the prolonged effect of divergent thinking. More specifically, the alterations of RSFCIFG−AG and RSFCIFG−IPL in the high-creative group had positive relationship with their AUT performances, but not found in the low-creative group. Furthermore, the RSFC changes of DMN did not present significant relationships with AUT performances. The findings not only confirmed the possibility of brain dynamic reconfiguration following divergent thinking, but also suggested the distinct IFGN reconfiguration between individuals with different creativity levels. (shrink)

Prediction is one of the major challenges in complex systems. The prediction methods have shown to be effective predictors of the evolution of networks. These methods can help policy makers to solve practical problems successfully and make better strategy for the future. In this work, we focus on exporting countries’ data of the International Trade Network. A recommendation system is then used to identify the products that correspond to the production capacity of each individual country but are somehow overlooked by (...) the country. Then, we simulate the evolution of the country’s fitness if it would have followed the recommendations. The result of this work is the combination of these two methods to provide insights to countries on how to enhance the diversification of their exported products in a scientific way and improve national competitiveness significantly, especially for developing countries. (shrink)

The concept of rectifying names [cheng-ming] is a familiar one in the Confucian Analects. It occupies an important, if not central, position in the political philosophy of Confucius. Since, according to Confucius, the rectification of names is the basis of the establishment of social harmony and political order, one might suspect that later political theories of Confucian-ists should be traced back to the Confucian doctrine of rectifying names. It need not be added that the theory of rectifying names, (...) as developed by Hsün Tzu in the third century B. C., served the double purpose of strengthening his political doctrine of government on the one hand and repudiating doctrines of names on the other. (shrink)

本書旨在探討董仲舒如何藉由《春秋》詮釋，進而建構其獨特之春秋學體系。內容含攝董仲舒春秋學所賴以形成之傳承統緒、理論基礎、詮釋方法，以及董仲舒解會《春秋》所得之「義法」、「歷史」、「災異」、「經權」等相 關理論。【秀威資訊科技股份有限公司製作】.

_Tsai Ming-liang_ Jean-Pierre Rehm, Olivier Joyard and Daniele Riviere Paris: Dis Voir, 1999 ISBN: 2-906571-90-3 127 pps.