Higher education policy and manpower training fail to meet the requirement of rapidly-changing society and employers' expectation in Taiwan, resulting in the great gap between university education and employment. Students employability is also what all higher education institutions should focus whether a high degree of student learning outcomes can represent a high degree of students employability or not, this still unclarified. This study aims to explore the relationships among pedagogy for employability, problem-based teaching mode, absorptive capacity and student employability in (...) higher education institutions (HEIs). In terms of analyzing a total sample of 553 undergraduates from 12 Taiwanese HEIs by using structural equation model (SEM), the results show that the influences of pedagogy for employability and problem-based teaching mode on absorptive capacity and student employability are statistically positive significant. Based on the findings, specific suggestions and managerial implications for HEIs, curriculum and instruction planning, and future research are provided. (shrink)

In this study, we tested a possible mechanism of the association between math anxiety and math achievement: the mediating role of math-specific grit. In Study 1, a sample of 10th grade students completed a battery of personality and attitude questionnaires, and math achievement was indexed by curriculum-based examination scores. Mediation analyses indicated that math-specific grit, but not domain-general grit, mediated the relationship between math anxiety and math achievement. In Study 2, we replicated and extended the above findings with another sample (...) of 11th grade students. Mediation analyses indicated that math-specific grit and math-specific procrastination played sequential mediating roles in the relationship between math anxiety and math achievement. That is, individuals with higher math anxiety were less gritty in math learning, possibly further leading them to be more procrastinated in performing math work, which may finally result in worse math achievement. In summary, the current study provides the first evidence that math-specific grit may mediate the relationship between math anxiety and math achievement. Furthermore, it also demonstrated the value of math-specific grit over domain-general grit in predicting math success, which invites a broader investigation on subject-specific grit. (shrink)

Preoperative diagnosis of gastric cancer and primary gastric lymphoma is challenging and has important clinical significance. Inspired by the inductive reasoning learning of the human brain, transfer learning can improve diagnosis performance of target task by utilizing the knowledge learned from the other domains (source domain). However, most studies focus on single-source transfer learning and may lead to model performance degradation when a large domain shift exists between the single-source domain and target domain. By simulating the multi-modal information learning and (...) transfer mechanism of human brain, this study designed a multisource transfer learning feature extraction and classification framework, which can enhance the prediction performance of the target model by using multisource medical data (domain). First, this manuscript designs a feature extraction network that takes the maximum mean difference based on the Wasserstein distance as an adaptive measure of probability distribution and extracts the domain-specific invariant representations between source and target domain data. Then, aiming at the random generation of parameters bringing uncertainties to prediction accuracy and generalization ability of extreme learning machine network, the 1-norm regularization is used to implement sparse constraints of the output weight matrix and improve the robustness of the model. Finally, some experiments are carried out on the data of two medical centers. The experimental results show that the area under curves (AUCs) of the method are 0.958 and 0.929 in the two validation cohorts, respectively. The method in this manuscript can provide doctors with a better diagnostic reference, which has certain practical significance. (shrink)

「人の心」を学ぶ。揺れ動き、変わりゆく宣長の思想を、積み重ねられた言葉のなかに探す。.

I approach the person in the context of ren and li in dialogue with role ethics and the issue of autonomy. The hypotheses are as follows: first, even if the person...

Knowledge graphs entity typing aims to predict the potential types to an entity, that is,. Recently, several embedding models are proposed for KG entity types prediction according to the existing typing information of the tuples in KGs. However, most of them unreasonably assume that all existing entity typing instances in KGs are completely correct, which ignore the nonnegligible entity type noises and may lead to potential errors for the downstream tasks. To address this problem, we propose ConfE, a novel confidence-aware (...) embedding approach for modeling the tuples, which takes tuple confidence into consideration for learning better embeddings. Specifically, we learn the embeddings of entities and entity types in separate entity space and entity type space since they are different objects in KGs. We utilize an asymmetric matrix to specify the interaction of their embeddings and incorporate the tuple confidence as well. To make the tuple confidence more universal, we consider only the internal structural information in existing KGs. We evaluate our model on two tasks, including entity type noise detection and entity type prediction. The extensive experimental results in two public benchmark datasets demonstrate that our proposed model outperforms all baselines on all tasks, which verify the effectiveness of ConfE in learning better embeddings on noisy KGs. The source code and data of this work can be obtained from https://github.com/swufenlp/ConfE. (shrink)

Community-Based Tourism (CBT) has been presented as an alternative to sustain tourism development in developing countries. This tourism model offers local residents an opportunity to manage natural and cultural resources in order to promote local economy and generate greater benefits. The objective of the study is to investigate the benefits, challenges of CBT and solution to address identified shortcomings by studying Muen Ngoen Kong community in Chiang Mai, Thailand. In order to achieve these objectives, qualitative methods; field observation and interview (...) were employed and qualitative data were analyzed by thematic analysis. The results of field observation and interview data from local residents were reported, analyzed, and discussed. To practice CBT, the findings indicated that several challenges; conflict over resource ownership and benefit leaking, financial issues, and problems of community participation had been experienced in implementation of CBT. However, abundance of tourism resources and security related concerns were identified as benefits of CBT in the area. In close collaboration with government agency, product development was recommended to create a unique condition for CBT and address shortcoming. It is crucial to involve local residents, empower the local community, conserve and cultivate cultural resources, and finally, maintain the sustainability of overall tourism resources. (shrink)

With the development of visual prostheses research from the engineering phase to clinical trials, volunteer recruitment for the early visual prosthesis trials needs to be carefully considered. In this article, we mainly discuss several issues related to volunteer recruitment that had posed serious challenges to the visual prosthesis trials, such as low rates of participants, high expectations and underlying motivations to participate in the visual prosthesis trials as well as the importance of informed consent. When recruiting volunteers for visual prosthesis (...) implants, it is critical that the visual prosthesis researchers should not only take into account the patient’s expectations and motivations, but also make the patients fully aware of the possible benefits and risks involved with their participation, and help patients establish realistic expectations for the early phase of visual prosthesis implantation. Based on these considerations to the challenges, eligible volunteers may be recruited in the preliminary stages of visual prosthesis trials. (shrink)

Public value facilitates the democratization of public policy making, it should be the common-sense and bottom-line for policymakers. However, it has not been paid enough attention by the practical and theoretical circles. How to realize the transformation from individual value to public value and make public policies be in line with citizens’ preferences, is vital for the democratic politics. How individual value becomes public value in the agenda-setting stage during the policy-making process? What are the key influencing factors? Using the (...) case of Yangzhou Chemical Co. Youjia Program and interview data, this paper studies the mechanisms that could make individual value be transformed to public value through deeply observing and measuring individuals’ attitudes, demands, motivations, beliefs, and preferences. We argue that (1) public value is an essential foundation for agenda setting and guidance to policy making, whereas individual value cannot naturally substitute value orientation in the public sphere. (2) Transferring individual value to public value can reduce divergence appearing in the subsequent stage in policy activities. (3) Factors that can influence this transformation are policy subjects, relations, rule and expression channels with various determinants and conditions. (4) Public value can terminate irrational and unreasonable policies or drag the policy issues back into the agenda-setting stage. This paper provides unique insights into why individual citizens enter the public sphere to take public actions so that the Chinese government can recognize additional public opinions, which makes cooperative governance be realized. (shrink)

Argues that during the late Imperial period, all three main religious strains in China embraced an ethic that everyone should engage in labor as a crucial component to their personal enlightenment and their duty to society. This is what brings together new Chan (Zen in Japanese) Buddhism; new religious Daoism; and new Confucianism. All three new religions had to overcome traditional elitist biases and moral concerns about working for individual material results. To overcome traditional assumptions and practices, as well as (...) to embrace the priority of working for one's livelihood, required the religious practitioners to resolve tensions within their own minds and often with precepts of earlier forms of their religious traditions. The final section of the book focuses on the changing social status of merchants, their enhanced self-confidence in their identity and profession, and their manifestation of the new work ethics in their mercantile activities, especially from 1500 to 1820. (shrink)

Previous studies only considered the impact of personal or environmental factors on intensive smartphone use separately, while largely ignoring the impact of person-environment fit on it. Drawing on the P-E fit theory, we proposed that perceived overqualification, an indicator of person-job misfit, positively affects intensive smartphone use via job boredom, and affective commitment moderates this indirect effect. We examined our hypotheses using four-wave time-lag data of 450 workers from 62 teams. The results revealed that POQ raised job boredom of an (...) individual and thus increased their intensive smartphone use. In addition, when the affective commitment was high, the indirect effect from POQ to intensive smartphone use via job boredom was weaker. The implications, limitations, and future directions of this research were discussed. (shrink)

Voluntary work behavior refers to spontaneous workplace behaviors that extend beyond role norms, including extra-role behaviors that benefit the organization and negative behaviors that may harm the organization. This study examined the relationship between self-control and VWB and the mediating role of job satisfaction. A total of 1,101 full-time employees from China completed a battery of self-report measures online. The results show that self-control positively predicts employees' OCB and negatively predicts employees' CWB. Moreover, job satisfaction significantly mediates the relationship between (...) self-control and OCB/CWB. The results confirm that employees with high self-control are more public-spirited, which previous studies have described as being “highly committed” or “less harmful”. This finding closely relates to the observation that employees with high self-control tend to have more satisfying work outcomes or higher workplace status than those with low self-control. (shrink)

Memristor is the fourth basic electronic element discovered in addition to resistor, capacitor, and inductor. It is a nonlinear gadget with memory features which can be used for realizing chaotic, memory, neural network, and other similar circuits and systems. In this paper, a novel memristor-based fractional-order chaotic system is presented, and this chaotic system is taken as an example to analyze its dynamic characteristics. First, we used Adomian algorithm to solve the proposed fractional-order chaotic system and yield a chaotic phase (...) diagram. Then, we examined the Lyapunov exponent spectrum, bifurcation, SE complexity, and basin of attraction of this system. We used the resulting Lyapunov exponent to describe the state of the basin of attraction of this fractional-order chaotic system. As the local minimum point of Lyapunov exponential function is the stable point in phase space, when this stable point in phase space comes into the lowest region of the basin of attraction, the solution of the chaotic system is yielded. In the analysis, we yielded the solution of the system equation with the same method used to solve the local minimum of Lyapunov exponential function. Our system analysis also revealed the multistability of this system. (shrink)

Changes between 1977 and 1985 in women's and men's attitudes toward women's familial roles were examined using National Opinion Research Center General Social Survey data. Despite speculation that a backlash against feminism occurred during the late 1970s and early 1980s, and evidence from past studies of a possible slowdown in gender-role attitude change, the data show a significant increase in profeminist views of the wife and mother roles among both women and men. More of this change occurred within cohorts than (...) through cohort succession. With the exception of college-graduate women, whose support for gender equality was high at both periods, the profeminist trend occurred about equally in all sociodemographic subgroups of the population, although even in 1985, men were less feminist in orientation than women. (shrink)

320年あまり続く不変不滅の「先用後利」は、いかに生まれ、いかに「富の山」を築いたか。仕事スタイルを一新する「完全な商人」の物語。.

The creation of new branch of chemistry is reported. The chemical research article was examined seriously and humorously from the pegniochemistry point of view.

Under the direction of the Party Central Committee led by Chairman Hua, the movement by the Party and the military rank and file and all the people of the nation to criticize and expose the "gang of four" is in full swing. It is very important to expose and criticize the fallacies of the "gang of four" politically, ideologically and theoretically in this struggle of great historical significance. Our sagacious leader Chairman Hua has pointed out: in the movement to criticize (...) and expose the "gang of four," we "must expose and criticize the ultrarightist nature of the ‘gang of four's’ counterrevolutionary revisionist line and the manifestation of this line in various aspects and make criticisms from the philosophical, political-economic and scientific socialist theoretical viewpoints. We must wipe out the harmful effects of the ‘gang of four’ on all front lines through exposure and criticism". (shrink)

Both Carnap and Quine made significant contributions to the philosophy of mathematics despite their diversedviews. Carnap endorsed the dichotomy between analytic and synthetic knowledge and classified certainmathematical questions as internal questions appealing to logic and convention. On the contrary, Quine wasopposed to the analytic-synthetic distinction and promoted a holistic view of scientific inquiry. The purpose of thispaper is to argue that in light of the recent advancement of experimental mathematics such as Monte Carlosimulations, limiting mathematical inquiry to the domain of (...) logic is unjustified. Robustness studies implemented inMonte Carlo Studies demonstrate that mathematics is on par with other experimental-based sciences. (shrink)

Name der Zeitschrift: Semiotica Jahrgang: 2016 Heft: 210 Seiten: 151-166.

Dynamic multiobjective optimization problems bring more challenges for multiobjective evolutionary algorithm due to its time-varying characteristic. To handle this kind of DMOPs, this paper presents a dynamic MOEA with multiple response strategies based on linear environment detection, called DMOEA-LEM. In this approach, different types of environmental changes are estimated and then the corresponding response strategies are activated to generate an efficient initial population for the new environment. DMOEA-LEM not only detects whether the environmental changes but also estimates the types of (...) linear changes so that different prediction models can be selected to initialize the population when the environmental changes. To study the performance of DMOEA-LEM, a large number of test DMOPs are adopted and the experiments validate the advantages of our algorithm when compared to three state-of-the-art dynamic MOEAs. (shrink)

In her elaboration of the distinction between connected knowing and separate knowing, Professor Clinchy addresses some conceptual relations that are central to Polanyi’s epistemology. I believe Polanyi would be happy to see the strong echoes ofhis thoughts in feminist epistemology, and the feminists will find substantial support from Polanyi’s philosophy.

The immediacy of feedback in media is emerging to enhance the interactivity of online experience for users. There is a gap in the study to explore the impacts of the immediacy of feedback on continuous intentions to use online learning from the student perspective. This study aims to fill the gap to investigate the impacts of the immediacy of feedback on students’ continuous intentions to use online learning. This study utilizes the technology acceptance model and expectation theory model to conceptualize (...) the effect of the immediacy of feedback on student continuous intentions to use online learning in terms of the mediation effect of Perceived Ease of Use, Perceived Usefulness, satisfaction, and attitude of students for continuous intentions to use online learning. An online survey of higher education students with experience in online learning is conducted to test the proposed hypothesis. The collected data are analyzed by using structural equation modeling to establish the proposed hypothesis. The findings reveal that the immediacy of feedback from the media has a strong association with PEOU, PU, students’ attitudes, students’ satisfaction, and ultimately toward the continuous intentions to use online line learning in future. The study set key theoretical and practical insights to pave the way for future research. (shrink)

In the second half of the 18th century, the naturalistically planted pleasure ground of England came to be known in France as le jardin anglo-chinois. What the French saw as the Oriental connection of the English landscaping revolution has been denied by English garden historians since Horace Walpole. By way of Matteo Ripa's 1724 visit to London, this paper takes a close look at the issues involved and tries to determine not only whether China was involved at all in the (...) initial change of English gardening taste, but also how specific and crucial that involvement was. (shrink)