With a focus in the financial market, stock market dynamics forecasting has received much attention. Predicting stock market fluctuations is usually challenging due to the nonlinear and nonstationary time series of stock prices. The Elman recurrent network is renowned for its capability of dealing with dynamic information, which has made it a successful application to predicting. We developed a hybrid approach which combined Elman recurrent network with factorization machine technique, i.e., the FM-Elman neural network, to predict stock market volatility. In (...) this paper, the Standard & Poor’s 500 Composite Stock Price index, the Dow Jones industrial average index, the Shanghai Stock Exchange Composite index, and the Shenzhen Securities Component Index were used to demonstrate the validity of our proposed FM-Elman model in time-series prediction. The results were compared with predictions obtained from the other two models which are basic BP neural network and the Elman neural network. Some experiments showed that the FM-Elman model outperforms others through different accuracy measures. Furthermore, the effects of volatility degree on prediction performance from different stock indexes were investigated. An interesting phenomenon had been found through some numerical experiments on the effects of different user-specified dimensions on the proposed FM-Elman neural network. (shrink)

In this study, we sorted out the research hotspots in sports science by bibliometric method and also used social network analysis to explore the relationship between knowledge networks and their scientific performance. We found 38 high-frequency keywords with obvious curricular nature or classical direction of sports science research and 4 high-frequency research groups. The topics of hotspots covered the secondary disciplines of sports science: physical education and training, national traditional sports, sports human science, and sports humanities and sociology. However, sports (...) human science research is less; therefore, accelerating the research of sports human science is the focus of future research. Meanwhile, we use social network structure analysis to study the relationship between knowledge elements in knowledge networks and their scientific performance. In addition to betweenness centrality, the closeness centrality, clustering coefficient, and structural holes of knowledge elements are significantly and positively related to their influence. In the relationship between knowledge elements and productivity, betweenness centrality and closeness centrality show significant positive correlations, and clustering coefficient and structural hole show significant negative correlations. Therefore, knowledge networks can be used to predict the scientific performance of knowledge elements. (shrink)

This study chooses Chinese athletes as the research object and constructs the overall network of its social support network and discussion network. From the micro-, meso-, and macrolevels of the social network structure, the structure and characteristics of the athlete’s overall social network are analyzed. Through research, we found that there is embeddedness, that is, the relevance, between society support networks, between society discussion networks, and between society support networks and society discussion networks. At the same time, in the athletes’ (...) social support network and social discussion network, some athletes have no contact with other players; they have no “power” in the group as well, so it is difficult to obtain network resources. We also found that there are small-world characteristics in the social network of Chinese professional athletes. The above findings will provide a deeper understanding of the peculiarities of athlete groups and have certain practical significance for improving athletes’ daily training and life management conditions. (shrink)

The advent of artificial intelligence and the Internet of Things has revolutionized user experience with objects. Things can perform social roles and convey persuasive messages to users, posing an important research question for communication and human-computer interaction researchers: What are the factors and underlying mechanisms that shape persuasive effects of IoT? Bridging the reactance theory and the computers are social actors paradigm, this study focuses on how power dynamics are shaped in human-IoT interactions and its implications on persuasion. Specifically, the (...) study examines the effects of the social role assigned to the IoT mobile app agent and the scope of IoT controlled by the app on users’ perceived power and subsequent persuasive outcomes. The results reveal that when the mobile IoT app is for controlling a smart home, the servant agent elicits greater perceived power over IoT for users, leading to less threat-to-freedom and better persuasive outcomes, including attitude, intention, and actual behavior. However, such a difference is not observed when the mobile app is for controlling a single smart device. The study findings offer valuable implications for communication practitioners interested in using IoT as a persuasive tool. (shrink)

Person reidentification aims to recognize a specific pedestrian from uncrossed surveillance camera views. Most re-id methods perform the retrieval task by comparing the similarity of pedestrian features extracted from deep learning models. Therefore, learning a discriminative feature is critical for person reidentification. Many works supervise the model learning with one or more loss functions to obtain the discriminability of features. Softmax loss is one of the widely used loss functions in re-id. However, traditional softmax loss inherently focuses on the feature (...) separability and fails to consider the compactness of within-class features. To further improve the accuracy of re-id, many efforts are conducted to shrink within-class discrepancy as well as between-class similarity. In this paper, we propose a circle-based ratio loss for person re-identification. Concretely, we normalize the learned features and classification weights to map these vectors in the hypersphere. Then we take the ratio of the maximal intraclass distance and the minimal interclass distance as an objective loss, so the between-class separability and within-class compactness can be optimized simultaneously during the training stage. Finally, with the joint training of an improved softmax loss and the ratio loss, the deep model could mine discriminative pedestrian information and learn robust features for the re-id task. Comprehensive experiments on three re-id benchmark datasets are carried out to illustrate the effectiveness of the proposed method. Specially, 83.12% mAP on Market-1501, 71.66% mAP on DukeMTMC-reID, and 66.26%/63.24% mAP on CUHK03 labeled/detected are achieved, respectively. (shrink)

Ben shu jie shao le gong zi zhen, wei yuan, yan fu, kang you wei, tan si tong, liang qi chao, chen tian hua, zhang bing lin deng wan qing si xiang jia de zhe xue si xiang.

Previous researchers have found that head-down bed rest will affect the emotional state of individuals, and negative emotions such as anxiety are closely related to attention bias. The present study adopted the dot-probe task to evaluate the effects of 15-days of −6° HDBR on the attention bias of threatening stimulus in 17 young men, which was completed before, during, after the bed rest. In addition, self-report inventories were conducted to record emotional changes. The results showed that the participants’ negative affect (...) scores on HDBR-8 were significantly lower than the HDBR-1 in PANAS while there was no significant difference on positive affect scores and anxiety scores in SAI. And the results showed that at the Pre-HDBR, HDBT-1, HDBR-15, Post-HDBR, the response speed to threatening stimulus was faster than neutral stimulus, but no statistical significance. However, reaction time of threatening stimulus is significantly longer than neutral stimulus in the HDBR-8, indicating that HDBR may have an effect on the participants’ attention bias, and this effect is manifested as attention avoidance. (shrink)

AbstractIn many cultures, interactions between humans and plants are rooted in what is called “relational values”—values that derive from relationships and entail reciprocity. In Mexico, biocultural diversity is mirrored in the knowledge and use of some 6500 plant species and the domestication of over 250 Mesoamerican native crop species. This research explores how different sets of values are attributed to plants and how these influence management strategies to maintain plant resources in wild and anthropogenic environments. We ran workshops in two (...) communities in a highly biodiverse region in western Mexico, to ascertain the values and management activities related to important plant resources. The relationship between values attributed to plants and management activities was examined through redundancy analysis. A total of 180 plant resources were mentioned during the workshops, with a broad spectrum of values attributed to them, including material, non-material, and regulatory dimensions. We divided plant management strategies into three general categories of increasing intensity and complexity. We found that participants in the Indigenous community value and manage more wild plant resources than people in the non-Indigenous community. We also identified relationships between plant resource values and the type of management performed; for example, more intensive forms of management, such as sowing seeds, were used for seasonal plants that had a food value. By valuing and managing different sets of plant resources from forest, agricultural plots, and home gardens, people enabled multi-functional landscapes to form, illustrating a key feature of relational values in agroecosystems, which promotes both conservation and domestication of plants. (shrink)

本书着重研究惩罚的社会必要性和心理基础,并分析惩罚的客体、根据、内容和主体,进而构建惩罚的公正、人道和功利原则,并提醒人们注意正义的局限所在以及宽恕的意义。.

本书从法哲学角度对理性及由它而引申出来的法理性和法理念作了系统的研究,并进而对当代吕国法治实践的理念进行了探讨,提出了自己对相关的问题的一些思考.

本书是著者晚年耗费十年心血完成的一部巨著。它以晚清孙诒让《墨子闲诂》为底本,参考近百年学术界有关《墨子》校释的重要见解和发现,提出了许多新的见解。.

Spiritual leadership has gained much traction among researchers and practitioners for its value-laden approach as it engenders feelings and expressions of a leader’s spirituality at the workplace by intrinsically motivating the followers to envision work as a calling, thereupon culminating in greater organizational performance. However, despite the significant attempts to consolidate the literature, organizational scholarly knowledge on spiritual leadership seems fragmented and incohesive. This is because the extant reviews pertaining to this field often employ subjective approaches in encapsulating the literature. (...) It is due to these limitations, leadership researchers might find it difficult to appreciate the advances made in the realm of spiritual leadership, to grasp a holistic understanding of its objective insights, and to chart a course for future research. Therefore, through our study, we aim to provide a comprehensive understanding of the past, present, and future of spiritual leadership research. This study combines a bibliometric analysis with a literature review wherein we analyzed 337 papers published between 1980 and 2021. First, through bibliographic coupling, citation analysis, prestige analysis, and co-word analysis of extant studies, we highlight the prominent authors, influential works, leading organizations, countries, and journals in the realm of spiritual leadership. Second, through our content analysis of the leading articles obtained from clustering, we map the emergent core themes in spiritual leadership literature. Third, based on these emergent themes, we offer a comprehensive conceptual framework. Finally, we determine and present potential avenues for future research by employing the TCCM framework that could stimulate scholarly research in this domain and discuss theoretical and managerial implications. (shrink)

本书是浙江大学王元骧教授七十寿庆暨浙江大学文艺学研究所成立五周年纪念文集。全书分为王元骧先生的文艺学道路、文艺学思想的自由探索、文艺学思想的现代性解释三辑。.

This paper explores contemporary Jewish identity-formation and the centrality of official Holocaust memory and Zionism – understood as the ongoing settler-colonial project aiming at the formation and maintenance of a Jewish-exclusivist state in Palestine – to this process. It argues that identity politics within the Jewish community are based on an understanding of identity, which assumes it to be static and individual. In doing so, this political approach reproduces the essentialisation of Jewish communities under the banner of Zionism and official (...) state history. The paper aims to show how this process of identification between Judaism, official Holocaust memory and Zionism has been a state-led process, rooted in the historical development of antisemitism and European colonialism. In order to do so, it builds on a critique of classical Marxist analyses of the Jewish question. It finally proposes a more fluid approach to identity, which understands it as socially constructed, contested, and subject to political contestation. (shrink)

This essay begins a conversation between Bernard Williams and Confucius (of the Analects ) in response to the general question of whether individuals are internally motivated in adopting role-specific reasons for action. It is argued that certain social roles such as Father, Son, Husband, Wife, Minister or Ruler, and Citizen or Subject are thick ethical concepts operative in Confucian ethical communities, such that the application of these thick ethical concepts results in role-specific internal reasons for action. If so, the Confucian (...) emphasis on li 禮 constitutes ethical knowledge regarding the applicability of these thick ethical concepts, the practice of which actively offers individuals reasons to apply their social roles. This expands Williams' ethical theorizing to account for the ethical significance of social roles and relationships within Confucian ethical communities, as the collective practice of li within a Confucian ethical community serves as a background to the sort of ethical theorizing favored by Williams. (shrink)

This paper offers an account of xiao 孝, often translated as filial piety or familial deference, which is compatible with Bernard Williams’s insistence that ethical deliberation should be indeterminate and open-ended, rather than pre-established on the basis of one’s social relationships. Through a critical reading of Williams’s account of ethical knowledge localized to an advisor model, I suggest that we trust those who share similar experiences in social relationships to offer advice specific to our social roles. This trust exhibits itself (...) as xiao, which amounts to no more than the deference children have towards their parents as their guides on the ethical question of how we ought to live—‘we’, as individuals who share common experiences of being children, fathers, mothers, husbands, wives, and other such social roles. (shrink)

Divergences and controversies are inevitable in the discussion of freedoms and rights, especially in the matter of reproduction. The Chinese first social egg freezing lawsuit raises the question: is the freedom to freeze eggs for social reasons justified because it is an instance of reproductive rights? This paper accepts social egg freezing as desirable reproductive freedom, but following Harel's approach and considering two theories of rights, the choice and interest theories of rights, we argue that social egg freezing is not (...) a reproductive right because one cannot justify a right or an instance of rights via merely describing the function of those instances that have been justified as right, that is, the choice theory lacks justifying normativity. Since reserving fertility and a suspension from reproduction do not serve reproductive ends per se, the sufficient reason for demanding social egg freezing as a right should be found in other ends rather than in right‐to‐reproduce, that is, the interest theory denies the demand as a right‐to‐reproduce. Permitting it on any grounds without guaranteeing adequate and accessible resources, especially in light of cross‐border reproductive care, raises serious questions about reproductive equality and violates the idea of reproductive rights. Therefore, any ground for social egg freezing should be weighed against whether more pressing reproductive needs, specifically those that are justified as rights, have been met. It would be social progress to shoulder these burdens for the vulnerable and then allow social egg freezing—if right‐to‐reproduce were not the only privilege of the few. (shrink)

The purpose of this study was to examine the cross-cultural validity of the Organizational Stressor Indicator for Sport Performers scale by investigating its psychometric properties with Ghanaian footballers. The study particularly sought to assess in the Ghanaian context, 1, the convergence validity and reliability of the OSI-SP scale, 2, the discriminant validity of the OSI-SP scale to understand the applicability of its factor structure, and 3, whether the OSI-SP hypothesized model fits the data collected within the study context. The intensity (...) aspect of the OSI-SP questionnaire was administered to 424 Ghana Premier League male footballers who took part in the 2020/2021 season. Quality control strategies were put in place to ensure consistency across interpreters and as well improve the validity of the data. The results from a multi-factor first-order confirmatory factor analysis showed some level of convergence validity of the OSI-SP scale in the Ghanaian context using football players. Out of the 23 items on the original scale, 20 met the factor loadings criterion. In assessing the discriminant validity of the OSI-SP scale using Heterotrait-monotrait, 50% of the correlation ratios met the criterion for the original 23-item instrument. Comparing the new model with the original model using the Akaike Information Criterion value, the model fit indices for the modified model appeared better than the original model with 23-items. Generally, there was minimal support for the applicability of the OSI-SP instrument across the sample of Ghanaian footballers. The implications of these findings are discussed in detail. (shrink)

This book treats Chinese philosophy today as a global project, presenting the work of both Chinese and Western philosophers.

This book opens with the emergence and development of the discipline of aesthetics in western countries, specifically the history of Western Music Aesthetics, to study and delve into the development of Chinese Music Aesthetics. The book provides a clear timeline throughout the writing - from the history of Chinese Music Aesthetics, to the construction of a theoretical framework, and the intersections and conversations between Western and Chinese Music Aesthetics. This academic piece is fundamentally consistent with the developing field of Chinese (...) philosophical and literary research. This book also discusses important music aesthetic categories of Confucianism, Taoism, Mohism, and metaphysics, and uses critical thinking to analyse the relationship between these categories and relevant schools of thought, reflecting the author's academic vision and thought process. (shrink)

Transplant centers and physicians in the United States have limited guidance on the information which they can and cannot provide to transplant candidates regarding donors of potential organs. Patients may refuse organs for a variety of reasons ranging from pernicious requests including racism to misinformation about emerging medicine as with the COVID-19 vaccine and infection. Patient autonomy, organ stewardship, and equity are often at odds in these cases, but precedent indeed exists to help address these challenges. This work uses such (...) cases to highlight the urgent need for uniform, national policy prohibiting informational requests unrelated to well-established risks. (shrink)

This study evaluated the dimensionality and psychometric properties of the Brief Self-Control Scale (BSCS) using a sample of university students in mainland China. Nine hundred and three students from a Chinese university participated in this study. The internal consistency, criterion validity, factorial validity and construct validity of the scale were examined. The Chinese versions of the BSCS demonstrated good internal consistency. The BSCS also showed significant moderate correlations with other construct-related scales. Exploratory factor analysis and confirmatory factor analysis suggested that (...) only a modified 11-item BSCS with a four-factor structure was a good model fit in the sample of Chinese university students. The implications for research and theoretical development are discussed. (shrink)

The traditional view of cognition as detached from emotions is recently being questioned. This study aimed to investigate the influence of emotional valence on the accuracy and bias in the representation of numbers on the mental number line (MNL). The study included 164 participants who were randomly assigned into two groups with induced positive and negative emotional valence using matched arousal film clips. Participants performed a computerised number-to-position (CNP) task to estimate the position of numbers on a horizontal line. The (...) results showed that participants in the positive valence group exhibited a rightward bias, while those in the negative valence group showed an opposite pattern. The analysis of mean absolute error revealed that the negative valence group had higher error rates compared to the positive valence group. Furthermore, the MNL estimation pattern analysis indicated that a two-cycle cyclic power model (CPM) best explained the data for both groups. These findings suggest that emotional valence influences the spatial representation of numbers on the MNL and affects accuracy in numerical estimations. Our findings are finally discussed in terms of body-specificity and the Brain’s Asymmetric Frequency Tuning (BAFT) theories. The study provides new insights into the interplay between emotions and numerical cognition. (shrink)

Co-speech gestures are closely connected to speech, but little attention has been paid to the associations between gesture and L2 speech performance. This study explored the associations between four types of co-speech gestures and the meaning, form, and discourse dimensions of L2 speech performance. Gesture and speech data were collected by asking 61 lower-intermediate English learners whose first language is Chinese to retell a cartoon clip. Results showed that all the four types of co-speech gestures had positive associations with meaning (...) and discourse L2 speech measures but no association with form-related speech measures, except the positive association between metaphorics and the percentage of error-free clauses. The findings suggest that co-speech gestures may have a tighter connection with meaning construction in producing L2 speech. (shrink)