With the popularity of location-based social networks, location prediction has become an important task and has gained significant attention in recent years. However, how to use massive trajectory data and spatial-temporal context information effectively to mine the user’s mobility pattern and predict the users’ next location is still unresolved. In this paper, we propose a novel network named STSAN, which can integrate spatial-temporal information with the self-attention for location prediction. In STSAN, we design a trajectory attention module to learn users’ (...) dynamic trajectory representation, which includes three modules: location attention, which captures the location sequential transitions with self-attention; spatial attention, which captures user’s preference for geographic location; and temporal attention, which captures the user temporal activity preference. Finally, extensive experiments on four real-world check-ins datasets are designed to verify the effectiveness of our proposed method. Experimental results show that spatial-temporal information can effectively improve the performance of the model. Our method STSAN gains about 39.8% Acc@1 and 4.4% APR improvements against the strongest baseline on New York City dataset. (shrink)

ObjectiveThis study aimed to develop a diagnostic model of multi-kinematic parameters for patients with amnestic mild cognitive impairment (aMCI).MethodIn this cross-sectional study, 94 older adults were included (33 cognitively normal, CN; and 61 aMCI). We conducted neuropsychological battery tests, such as global cognition and cognitive domains, and collected gait parameters by an inertial-sensor gait analysis system. Multivariable regression models were used to identify the potential diagnostic variables for aMCI. Receiver operating characteristic (ROC) curves were applied to assess the diagnostic accuracy (...) of kinematic parameters in discriminating aMCI from healthy subjects.ResultsMultivariable regression showed that multi-kinematic parameters were the potential diagnostic variables for aMCI. The multi-kinematic parameter model, developed using Timed Up and Go (TUG) time, stride length, toe-off/heel stride angles, one-leg standing (OLS) time, and braking force, showed areas under ROC (AUC), 0.96 [95% confidence interval (CI), 0.905–0.857]; sensitivity, 0.90; and specificity, 0.91. In contrast, a single kinematic parameter’s sensitivity was 0.26–0.95 and specificity was 0.21–0.90. Notably, the separating capacity of multi-kinematic parameters was highly similar to Montreal Cognitive Assessment (MoCA; AUC: 0.96 vs. 0.95). Compared to cognitive domain tests, the separating ability was comparable to Auditory Verbal Learning Test (AVLT) and Boston Naming Test (BNT; AUC: 0.96 vs. 0.97; AUC: 0.96 vs. 0.94).ConclusionWe developed one diagnostic model of multi-kinematic parameters for patients with aMCI in Foshan. (shrink)

In recent years, attention to researchers’ scientific misconduct has increased dramatically. Although existing research reflects a shared value that occupational calling is an ethical good (i.e., being more likely to make ethical choices), no empirical study has yet examined the ethical outcomes of occupational calling. Drawing on the integrated ethical decision-making model (I-EDM), this study first investigated _whethe_r occupational calling inhibits researchers’ unethical decision-making. Secondly, it examined _why_ and _when_ occupational calling relates to researchers’ unethical decision-making. The findings from a (...) four-wave survey, with 257 researchers working in research roles in universities in China, reveal that occupational calling (time 1) inhibits researchers’ unethical decision-making (time 4). Moral disengagement (time 3) provides an explanation for the negative link between occupational calling (time 1) and unethical decision-making (time 4). The moderated mediation analysis further shows that the inhibitory effect of occupational calling (time 1) on researchers’ unethical decision-making (time 4) disappears when the work-unit structure (time 2) is perceived to be organic. These findings provide meaningful theoretical and practical implications for research and practice. (shrink)

本书从本体论、认识论和方法论的角度考察法官与规则的关系问题,对法律推理这一司法技术进行法理学的反思,以建立和谐的法律推理模式。.

Mankind’s research on marketing has a history of hundreds of years, and it has been fruitful in continuous summary and research. Now the theory of marketing has gradually penetrated into the minds of every company and even individual. A successful marketing strategy is the inevitable result of scientific planning and effective implementation. However, the current marketing strategy has gradually failed to meet the needs of corporates. In order to find the best solution for corporate marketing strategy, we built a simulation (...) environment based on mobile computing and machine learning and compared the differences by simulating several companies of the same size in this city. The results of the study found that intelligent marketing based on machine learning is more suitable for enterprises than general marketing strategies. The efficiency of enterprises has increased by about 20%, and the income of enterprises has increased by more than 30% compared with traditional marketing strategies. This shows that the intelligent marketing strategy based on mobile computing and machine learning to build a simulated environment plays an extremely important role in the peculiarities. (shrink)

本书从逻辑与历史相结合的思维原则出发,对人类历史上几种主要自然观的特征进行了深入的剖析,对“天人合一”的自然观提出了自己的看法,重点展示了产生这些迥异自然观的文化基因。.

This article elucidates Márkus’ new Marxist philosophy of language based on his critique of the paradigm of language represented by Popper, Wittgenstein, Lévi-Strauss, and Gadamer. His critique suggests that instrumental rationality, pure reason, alienated reason, and objective and idealistic rationality of the paradigm of language are elements that should be overcome. From his critical perspective, value rationality, practical reason, personal reason, and historical materialism are advocated instead. He not only critically develops the philosophy of language but also adds new levels (...) of meaning to Marxism. (shrink)

Based on its productionguideline, organic agriculture has set foritself the goals of minimizing all forms ofpollution and maintaining sustainability of thefarming system. By striving for these goals,organic farming meets the demands of anincreasing number of consumers who are criticalof conventional production methods. This papergives an overview of the present state of theart in the different issues. Possibilities ofand limitations in performing the self-aimedgoals under the basic standards of organicagriculture are discussed. Concerningenvironmental protection, in general, the riskof adverse environmental effects is (...) lower withorganic than with conventional farming methods,though not necessarily so; with reference tosoil fertility and nutrient management, organicfarming is suited to improve soil fertility andnutrient management markedly on the farm level;regarding biodiversity, comparison studies showthat organic farming has more positive effectson biodiversity conservation; in relation toproduct quality, under the basic standards oforganic farming, there is no sufficientevidence for a system-related effect on productquality due to the production method. (shrink)

The current WSN is vulnerable to a variety of malicious attacks, resulting in the decline of its comprehensive performance. Multihop routing involves a number of safety and privacy issues. Problems such as snooping, sinkhole, manipulation, cloning, wormhole, spoofing, and so on affect the integrity, availability, and confidentiality of the WSNs. Therefore, this paper mainly studies the mathematical modeling of WSN multiattack behavior discrimination based on the incidence matrix. The WSN node model is used to collect relevant data and mark and (...) map the disguised data, so as to determine the characteristics of multiattack behavior and establish the WSN multiattack behavior discrimination model based on the incidence matrix. The experimental results show that the designed multiattack behavior discrimination model can distinguish the attack type according to the characteristics, has high recognition ability, can spend a short time to effectively distinguish the attack behavior, has a low false positive rate, and can effectively improve the antiattack ability of the WSN. (shrink)

Following Smaldino's definition, we claim that language is also an emergent group-level trait, and propose two facets to verify this statement, both of which also provide a general framework to address the future work about group-level traits.

Individuals with high risk of internet gaming disorder showed abnormal psychological performances in response inhibition, impulse control, and emotion regulation, and are considered the high-risk stage of internet gaming disorder. The identification of this population mainly relies on clinical scales, which are less accurate. This study aimed to explore whether these performances have highly accurate for discriminating HIGD from low-risk ones. Eye tracking based anti-saccade task, Barratt impulsiveness scale, and Wong and Law emotional intelligence scale were used to evaluate psychological (...) performances in 57 individuals with HIGD and 52 matched low risk of internet gaming disorder. HIGD group showed significantly increased BIS total, attention, motor, and non-planning scores, but significantly decreased WLEIS emotion regulation score and correct rate of eye tracking anti-saccade task compared with LIGD group. BIS total score was negatively correlated with the WLEIS total and WLEIS emotion regulation scores. A combination of the WLEIS emotion regulation score and the correct rate of anti-saccade task could discriminate HIGD from LIGD with 91.23% sensitivity, 82.69% specificity, and 87.16% accuracy. Participants with higher gaming hours daily were 40 times more likely to be high risk than their counterparts. Hence, psychological performances were worse in HIGD. A combination of abnormal emotion regulation and response inhibition might be a potential marker to identify HIGD individuals. (shrink)

LANGUAGE NOTE | Document text in Chinese; abstract also in English. 譚傑志 (JosephTham) 教授在其〈生命倫理學：跨文化的探索〉一文中對宗教在生命倫理學研究中被邊緣化的學術現象表達不滿。他提出如下主張作為結論： (p)宗教可以為生命倫理學提出融貫的、實質性的和有意義的提議。(譚傑志 2022,33) 如果我對文章的論證結構沒有把握錯誤，這個命題的得出，首要地得益於如下3個命題的合取…… (撮要取自內文首段) This short commentary focuses on the argumentative structure of Joseph Tham's paper “Bioethics: Cross-Cultural Explorations” and argues against his central assertion that “religion can make a coherent, substantive, and significant proposal for bioethics.” I will first reconstruct Tham's argument on his central assertion, then borrow some key propositions from Tham himself and apply them against his own argument, after which I will provide (...) concluding remarks about his argument. (shrink)

本书是对中华传统思想文化的研究。主要包括:儒家的起源及其形成,百家争鸣中的儒家,儒家独尊地位的确立,佛教、道教与玄学、经学等内容。.

本书运用哲学诠释学之基本原理,对法律诠释现象作出了富有学理性的新诠释。全书从当代西方法学家的法律诠释观念入手,较为系统地总结和论述了法律诠释学的哲学基础、法律诠释学的性质与作用、法律诠释的方法等问题。 .

In this paper, we propose a method to design the pseudorandom number generator using three kinds of four-wing memristive hyperchaotic systems with different dimensions as multientropy sources. The principle of this method is to obtain pseudorandom numbers with good randomness by coupling XOR operation on the three kinds of FWMHSs with different dimensions. In order to prove its potential application in secure communication, the security of PRNG based on this scheme is analyzed from the perspective of cryptography. In addition, PRNG (...) has passed the NIST 800.22 and ENT test, which shows that PRNG has good statistical characteristics. Finally, an image encryption algorithm based on PRNG is adopted. In the encryption algorithm, the optimized Arnold matrix scrambling method and the diffusion processing based on XOR are used to obtain the final encrypted image. Through the evaluation of encryption performance, it is concluded that there is no direct relationship between the pristine image and encrypted image. The results show that the proposed image encryption scheme has good statistical output characteristics and security performance in line with cryptography. (shrink)

Healthcare workers in Pakistan are still fighting at the frontline to control the spread of severe acute respiratory syndrome coronavirus-2 and have been identified as the earliest beneficiaries for COVID-19 vaccination by the health authorities of the country. Besides, the high vaccination rates of frontline healthcare workers are essential to overcome the ongoing pandemic and reduce the vaccines hesitancy among the general population. The current research employed the theory of planned behavior to investigate the COVID-19 vaccination behavior among FHWs in (...) Pakistan as well as the predictors of such behavior. Following the epidemic control and prevention policies, a sample of 680 FHWs were accessed to fill in the questionnaire evaluating the components of the TPB. Moreover, the potential role of anticipated regret and perceived susceptibility on COVID-19 vaccination behavior was also assessed. The partial least square structural equation modeling results revealed that the TPB components, as well as the AR, have positive associations with the COVID-19 vaccination behavior. The results further confirmed that PS positively affects the anticipated regret, attitude, and subjective norm to vaccinate against SARS-CoV-2. The perceived susceptibility also has a positive association with COVID-19 vaccination behavior through the mediation of anticipated regret, ATT, and SN. Our findings highlighted the importance of COVID-19 vaccination among healthcare workers, which can be applied to reduce vaccine hesitancy among the general public. (shrink)

This paper studies the feature extraction and middle-level expression of Convolutional Neural Network convolutional layer glass broken and cracked at the scene of road traffic accident. The image pyramid is constructed and used as the input of the CNN model, and the convolutional layer road traffic accident scene glass breakage and crack characteristics at each scale in the pyramid are extracted separately, and then the depth descriptors at different image scales are extracted. In order to improve the discriminative power of (...) the depth descriptor, Hellinger kernel and Principal Component Analysis are used to perform nonlinear and linear transformations. Two aggregation strategies based on depth descriptors are proposed to form a global image representation. The classification experiment of the data set shows that Hellinger kernel, PCA transformation, and two aggregation strategies are all conducive to improving the classification accuracy. In addition, the convolutional layer road traffic accident scene glass breaking and crack feature coding can obtain better classification performance than the fully connected layer feature. We conducted dynamic impact tests on plate glass and Polyvinyl Butyral- laminated glass under different boundary conditions and studied the crack propagation and failure process of the glass under different impact speeds. The results show that there are radial cracks and circular cracks on the glass specimens under the impact load; the glass specimens show partial damage under high-speed impact and the characteristics of glass breaking and cracks at the scene of road traffic accidents; the four-frame plate glass is supported by sharp dagger-like fragments. This paper compares the energy absorption of glass specimens under different boundary conditions. The results show that the energy absorption effect of the four-point supporting glass specimen is generally stronger than that of the four-frame supporting glass. (shrink)

The impact of bilingual education and bilingual experience on working memory has been an important and controversial issue in the field of psycholinguistics. Taking Chinese-English bilinguals as an example, this study aims to investigate the differences in emotional working memory between proficient and non-proficient bilinguals by using delayed matching-to-sample task paradigm and more complex n-back task in the context of emotion. The results show that proficient bilinguals have better performance on both of the two working memory tasks than non-proficient bilinguals, (...) and the advantage effects were more apparent under high memory load conditions. Besides, the negative emotion context has a positive impact on complex n-back tasks. This study supports the notion that bilingual experience can promote the development of an individual’s cognitive ability and enable individuals to possess more advantages in working memory even in the presence of emotional distractions. (shrink)

本书是探讨马克思主义哲学的现代发展,比较马克思主义哲学和现代西方哲学的专著。对马克思主义哲学的对象、性质、当代使命、在世界哲学中的地位均富创见。.

In 1879, Wilhelm Marr coined the term ‘Antisemitismus’, which aroused extensive discussion in academic circles. With the deepening of research, scholars’ research on anti-Semitism gradually traced back to the ancient world. Texts with anti-Semitic thought appeared as early as Ptolemaic Egypt. Essentially, the main purpose of these words were self-justification, a response to the sinful image of the Egyptians in the narrative of Exodus. The early Ptolemaic Egyptian writers got rid of the charges against the Egyptians by rewriting the narrative (...) of Exodus and shifting responsibility for the entire event to the Jews. It is obvious that in the process, the image of the Jewish people has been severely vilified. Although the writers did not express a strong anti-Semitic tendency subjectively, they all expressed a certain degree of anti-Semitic thought objectively. The anti-Semitic thought was inherited by later writers in the Roman world and had a profound impact. This article focuses on the works of three Ptolemaic Egyptian writers and discusses their reasons and influences for rewriting the narrative of the Exodus in combination with their historical background. Contribution: This article discusses the origin and spread of anti-Semitic thought in the ancient world. It has important reference value for the study of ancient writers’ understanding of the Old Testament. At the same time, it has important academic value for the study of Jewish history. (shrink)

本书分三篇。主要阐述了道家学术开创者老子及其思想源头、老子思维的一个谱系学、老子政治思想与古代礼治、庄子和孔门幸福观的差异等问题。.

This essay attempts to compare Kant’s better man and the Confucian junzi in the Zhongyong, and argues that Kant’s idea of the better man, which expresses human self-improvement in ultimate freedom, is in fact a conception very similar to that of the Confucian junzi, which denotes an ideal human being in cheng. Kant attributes the lack of emphasis on self-improvement in Western culture to the Christian conception of grace, and demonstrates the possibility of self-improvement on the ground of ultimate freedom. (...) We may call this treatment “the Confucian solution” in Kant’s thought. My intention is to explicate the conceptual commonality between the better man and the junzi and demonstrate the Confucian element in Kant’s religious thought. (shrink)

The article is devoted to the analysis of the influence of the ancient Chinese philosophy of Taiji on artistic creativity and the development of the internal evolution of artistic culture. Taoist philosophy of nature and Confucian ethics synthesized the philosophical core of the traditional Chinese worldview with its emphasis on the simplicity and naturalness of the world order, and formed the fundamental principles of Taiji. Fundamental to Taiji, the concept of Yin and Yang emphasizes the dual nature of the existence (...) of movement and variability as a balance of opposing forces of development. The Taiji philosophy of dialectical development is supplemented by the idea of ​​the genesis of renewal energy - Qi. The main research method is the method of revitalizing traditional systems on a new intellectual basis. The method of diachronic analysis of the social situation that influenced the development of Chinese neorealism in art was used. As a result of the study, the functional significance of the influence of the principles and philosophical ideas of taiji on the evolution of neorealism is described. Using the example of the work of Chinese neorealist artists Xin Dongwan and Zheng Yi, the authors come to the conclusion that there are three driving factors of artistic motivation for creativity: internal, external and subjective. The basic principles of Taiji philosophy and ethics, such as: the naturalness of change without the use of force (Wu Wei), change as the only constant in the existence of the world and its stability, gentleness - help develop the creative power of renewal. The idea is shown that in the ancient Chinese philosophical heritage, Confucianism and Taoism became two full-fledged directions, functionally complementing each other in explaining differences in cultural, political, philosophical and social environments. (shrink)

The development of philosophy in contemporary China requires correct understanding and solving prominent practical problems in China’s process of social development, providing proper rational thinking, value ideal and life orientation for the Chinese, and playing its role of guiding, regulating and promoting social progress. To achieve the goal, philosophy needs to shift from “system consciousness” to “problem consciousness,” so as to fulfill a paradigm transformation; to shift from “local horizon” to “world horizon,” so as to expand the horizon of our (...) philosophy; and to shift from the tripartite division of Chinese, Western and Marxist philosophies to a “common horizon” for the three, so as to gradually establish the concept of “macro-philosophy.”. (shrink)