From the end of 2018 in China, the Big-data Driven Price Discrimination (BDPD) of online consumption raised public debate on social media. To study the consumers’ attitude about the BDPD, this study constructed a semantic recognition frame to deconstruct the Affection-Behavior-Cognition (ABC) consumer attitude theory using machine learning models inclusive of the Labeled Latent Dirichlet Allocation (LDA), Long Short-Term Memory (LSTM), and Snow Natural Language Processing (NLP), based on social media comments text dataset. Similar to the questionnaires published results, this (...) article verified that 61% of consumers expressed negative sentiment toward BDPD in general. Differently, on a finer scale, this study further measured the negative sentiments that differ significantly among different topics. The measurement results show that the topics “Regular Customers Priced High” (69%) and “Usage Intention” (67%) occupy the top two places of negative sentiment among consumers, and the topic “Precision Marketing” (42%) is at the bottom. Moreover, semantic recognition results that 49% of consumers’ comments involve multiple topics, indicating that consumers have a pretty clear cognition of the complex status of the BDPD. Importantly, this study found some topics that had not been focused on in previous studies, such as more than 8% of consumers calling for government and legal departments to regulate BDPD behavior, which indicates that quite enough consumers are losing confidence in the self-discipline of the platform enterprises. Another interesting result is that consumers who pursue solutions to the BDPD belong to two mutually exclusive groups: government protection and self-protection. The significance of this study is that it reminds the e-commerce platforms to pay attention to the potential harm for consumers’ psychology while bringing additional profits through the BDPD. Otherwise, the negative consumer attitudes may cause damage to brand image, business reputation, and the sustainable development of the platforms themselves. It also provides the government supervision departments an advanced analysis method reference for more effective administration to protect social fairness. (shrink)

ObjectiveThis study explores the relationship between physical exercise and school adaptation of junior middle school students and constructs a chain intermediary model through the intermediary role of psychological resilience and sports learning motivation.MethodsUsing the stratified cluster sampling method, 930 junior middle school students in Anhui Province were measured in group psychology by using the physical exercise rating scale, adolescent psychological resilience scale, physical learning motivation scale and school adaptation scale. The statistical software SPSS 23.0 and process plug-in were used for (...) statistical processing, and the common method deviation test was carried out by Harman single-factor control method. Finally, the bootstrap sampling test method and process plug-in were used to test the significance of intermediary effect.Results The direct prediction effect of physical exercise on school adaptation is remarkable ; psychological resilience and sports learning motivation are the intermediary variables of the relationship between physical exercise and school adaptation; psychological resilience and sports learning motivation play a chain mediation role in the relationship between physical exercise and school adaptation. The intermediary effect is composed of three indirect effects: physical exercise → psychological resilience → school adaptation, physical exercise → physical learning motivation → school adaptation, physical exercise → psychological resilience → physical learning motivation → school adaptation.ConclusionsPhysical exercise can directly improve the school adaptation of junior middle school students, which can also affect junior middle school students’ school adaptation indirectly through psychological resilience or sports learning motivation, and it can influence school adaptation through the chain mediation of psychological resilience and sports learning motivation. (shrink)

Emotion recognition plays an important part in human-computer interaction. Currently, the main challenge in electroencephalogram -based emotion recognition is the non-stationarity of EEG signals, which causes performance of the trained model decreasing over time. In this paper, we propose a two-level domain adaptation neural network to construct a transfer model for EEG-based emotion recognition. Specifically, deep features from the topological graph, which preserve topological information from EEG signals, are extracted using a deep neural network. These features are then passed through (...) TDANN for two-level domain confusion. The first level uses the maximum mean discrepancy to reduce the distribution discrepancy of deep features between source domain and target domain, and the second uses the domain adversarial neural network to force the deep features closer to their corresponding class centers. We evaluated the domain-transfer performance of the model on both our self-built data set and the public data set SEED. In the cross-day transfer experiment, the ability to accurately discriminate joy from other emotions was high: sadness, anger, and fear on the self-built data set. The accuracy reached 74.93% on the SEED data set. In the cross-subject transfer experiment, the ability to accurately discriminate joy from other emotions was equally high: sadness, anger, and fear on the self-built data set. The average accuracy reached 87.9% on the SEED data set, which was higher than WGAN-DA. The experimental results demonstrate that the proposed TDANN can effectively handle the domain transfer problem in EEG-based emotion recognition. (shrink)

Objective: This study aimed to contribute to understanding the mechanisms underlying the association between empowering motivational climate in physical education and social responsibility among high school students, and have important implications for interventions aimed at improving social responsibility among high school students.Methods: Through the quota sampling, 802 students that complied with the requirements were surveyed from Anhui Province in China. Empowering motivational climate in physical education, social responsibility, interpersonal disturbance, and general self-efficacy were assessed using standard scales. For data analysis, (...) Pearson’s correlation analysis, structural equation model test, and bias-corrected percentile Bootstrap method were carried out in turn.Results: Common method biases can be accepted in this study, and the correlation among empowering motivational climate in physical education, social responsibility, interpersonal disturbance, and general self-efficacy are all significant; Empowering motivational climate in physical education, interpersonal disturbance and general self-efficacy can all predict social responsibility significantly; Structural equation modeling indicates good fit: χ2/df = 2.86, RMESA = 0.068, CFI = 0.92, NNFI = 0.91, NFI = 0.90, GFI = 0.93. It indicates that interpersonal disturbance and general self-efficacy can play mediating roles between empowering motivational climate in physical education and social responsibility, respectively. After that, interpersonal disturbance as well as general self-efficacy in turn plays the chain mediating effect in the relationship between empowering motivational climate in physical education and social responsibility. The effect size of the mediating effect of interpersonal disturbance and general self-efficacy in the relationship between empowering motivational climate in physical education and social responsibility is 0.048 and 0.148, respectively, and the effect size of the chain mediating effect is 0.031.Conclusion: Empowering motivational climate in physical education not only has a direct effect on social responsibility among high school students, but also influences social responsibility by the chain mediating effect of interpersonal disturbance and general self-efficacy. (shrink)

This study aims to explore the relationship between physical exercise, self-control, physical exercise atmosphere, and mobile phone addiction tendency among Chinese university students. Through the quota sampling, 1,433 students complied with the requirements were surveyed from 10 universities in China. PE, SC, PEA, and MPAT were assessed using standard scales. For data analysis, common method deviation test, mean number, standard deviation, correlation analysis and structural equation model analysis were carried out in turn. The results showed PE and MPAT were negatively (...) related. The interaction item PEA and SC could significantly positively predict the tendency of MPAT. In the high PEA group, SC had a significant negative predictive effect on the tendency of MPAT ; However, in the low PEA group, the negative predictive effect was stronger. The present study shows that PE significantly negatively predicted the tendency of MPAT, and SC played a complete mediating role in the relationship between PE and MPAT; The second half of the indirect effect of PE and MPAT was regulated by the PEA. The PEA will enhance the influence of SC on MPAT, but the high PEA will increase the level of MPAT of individuals at a very high level of SC. (shrink)

Anxious major depressive disorder is a common subtype of major depressive disorder; however, its unique neural mechanism is not well-understood currently. Using multimodal MRI data, this study examined common and specific alterations of amygdala subregions between patients with and without anxiety. No alterations were observed in the gray matter volume or intra-region functional integration in either patient group. Compared with the controls, both patient groups showed decreased functional connectivity between the left superficial amygdala and the left putamen, and between the (...) right superficial amygdala and the bilateral anterior cingulate cortex and medial orbitofrontal cortex, while only patients with anxiety exhibited decreased activity in the bilateral laterobasal and superficial amygdala. Moreover, the decreased activity correlated negatively with the Hamilton depression scale scores in the patients with anxiety. These findings provided insights into the pathophysiologic processes of anxious major depressive disorder and may help to develop new and effective treatment programs. (shrink)

Di ka mi shi ou zhou jin dai li xing zhu yi zhe xue de chuang shi ren. ben shu li tu dui di ka mi di yi zhe xue de si xiang zuo yi quan mian yan jiu, dui ta de fang fa lun " wo si gu wo zai " wu fu guan nian lun, xin shen guan xi deng zhu yao li lun jin xing le xi tong yan jiu.

Ben shu xi tong jie shi le zhi jue lun si xiang zai zhong guo xian dai zhe xue fa zhan yan bian de gui ji, Fen xi le liang shu ming, Xiong shi li, Feng you lan, He lin, Mou zong san, Fang dong mei, Tang jun yi deng ren yun yong zhi jue fang fa lai jian gou ge zi zhe xue si xiang ti xi zhi de yu shi, Ji you zhuan ti yan jiu de shen du, (...) You jian gu le shi de guang du, Xian ming gou le chu zhi jue lun zai zhong guo xian dai zhe xue yan jiu zhong de du te lun kuo. (shrink)

本书分为“关于我军的治军方略”、“关于我军的作战艺术”两部分,内容包括:得民心、聚军心、造就军事人才、重视和改善物质条件、科学制定体制编制等.

「三教合一」的命題猶如一口古井， 看似陳舊， 往深處提煉， 又可伸觸潛藏於井底的水脈。 《君師道合：晚明儒者的三教合一論述》透過管志道、楊起元和周汝登，揭示晚明三教合流思維的演變，以及三教合一思想與君道、師道的關係。尤其值得思考的是，晚明儒者對明太祖的歷史記憶與政治認同，對政教統合的認可 ，試圖以「三教觀」來鞏固「君師道合」的想法，置於晚明的思想語境，到底說明了什麼？由此進一歩探索晚明三教思想的思維特色、三教的政治性意涵以及儒者對現實政教關懷等問題。 本書選擇管志道、楊起元和周汝登為本書論述主要對象，大致有以下幾個原因：（一）他們是廣義的陽明後學，在學承和個人學習經驗有所交錯，例如羅汝芳是楊起元的老師，但管志道和周汝登二人，亦深受羅汝芳啟發；（二） 三人皆有深刻的三教思想關懷，而其三教思想扣緊著當時的政治、社會與學術重要問題；（三）彼此有深刻的論學往來，其中以管志道和楊起元，以及楊起元和周汝登的情誼最深。不僅有書信來往，也常互贈詩歌；（四）三人活 動的時間，集中於隆慶、萬曆期間，並且都是南京學圈的重要儒者。最為關鍵是，三人獨特的三教觀和論述，有所交鋒又各有側重，因此適切成為理解晚明三教論述建構與發展的思想社群。值得留意的是，在《明儒學案》〈泰州 學案〉黃宗羲摘錄了楊起元和周汝登的學說，但管志道僅有一小段傳記。而在當代學界，周汝登在思想史上頗有「能見度」以外，管志道和楊起元的思想鮮少被注意，可說已長久成為哲學史或思想史的「失蹤者」。 《君師道合：晚明儒者的三教合一論述》主要的論題核心在於探索晚明的三教合一論述，探討「合一」觀背後的「思想世界」與「歷史脈絡」，找出合一思想的現實關懷，究竟和儒者所面對的時代和思想危機有什麼關聯，以此建 構晚明三教合一的論述場域。書中揭示中晚明三教合流思維的演變，以及儒者三教合一觀所包含的君道與師道的競爭關係。此外，追問三教合一論述又如何安頓政治權力與道德權威等問題。本書採取「論述」的概念，也是在前文 討論的反思基礎上，認為「三教合一」不僅只是一個思想概念，或者是一種思想整合的複雜形態，圍繞著三教合一的各種話語如「出世法」、「君師道」及「治教」等，是晚明儒者的共同關懷，彼此的討論和回應形成重要的論述 場域。 本書第一章為導論。首先提出本書的問題反思，同時檢視「三教合一」研究的多重視野，把握其研究脈絡，最後再從題目和人物選擇考量說明，進一步勾勒出本書主要問題意識。第二章為「明中葉三教合流之衍變」，主要提供三 教交涉的長時段演變背景，並且以王陽明作為主要分界點，探討其如何開拓包容性的三教觀，而後來學者在此思想基礎上，如何找到思想出路，以致跨出良知學話語，建立自己的思想關懷和立場。第三章探索管志道的「乾元統天 」之學。第四章以楊起元「孝弟慈」大成之學為討論主軸。第五章則論周汝登的「三教統體」之學。第六章為結論。從管志道、楊起元與周汝登三教合一論述的比較，總結其如何蘊含「政教化」傾向。.

Ben shu miao shu le ma ke si zhu yi jun shi zhe xue yan jin de guo cheng ji qi ji ben si xiang xian suo.

A translation of a Japanese text written by philosopher Tosaka Jun in 1935, at the moment the country had begun to embark upon a course of fascist authoritarianism that led to war and total destruction. Titled The Japan Ideology, the text purposely recalls its derivation and kinship with Marx and Engels's The German Ideology and expands on the role played by philosophic idealism in preparing the population for both the new politics of fascism and the demands of the eventual war (...) it brought. In its penetrating analysis of the relationship between philosophy and the formation of ideology in a politically critical and crucial historical time, this foundational work in the Japanese Marxist tradition remains accessible and timely, speaking forcibly to conditions that continue to persist in Japan and everywhere in today's world. (shrink)

Scientific conflicts often stem from differences in the conceptual framework through which scientists view and understand their own field. In this chapter, I analyze the ontological and methodological assumptions of three traditions in evolutionary biology, namely, Ernst Mayr’s population thinking, the gene-centered view of the Modern Syn thesis, and the Extended Evolutionary Synthesis. Each of these frameworks presupposes a different account of "evolutionary causes," and this discrepancy prevents mutual understanding and objective evaluation in the recent contention surrounding the EES. From (...) this perspective, the chapter characterizes the EES research program as an attempt to introduce causal structures beyond genes as additional units of evolution, and compares its research methodology and objectives with those of the traditional MS framework. (shrink)

Confucianism is an important theoretical support of the Chinese national spirit. It started with the Confucian school founded by Confucius, and after the continuous enrichment and creation of Confucianism, it gradually formed an important guiding ideology covering people, people and society, people and nature, etc., which had a far-reaching impact on politics, economy, literature, social life and other fields. In the 1980s, the stable social environment brought by the reform and opening up provided a good external condition for the development (...) of dulcimer art in China. The increasing communication between Chinese and western cultures and ideas has brought new ideas for the development of dulcimer art in China. Yangqin, in the form of "singing, dancing and telling stories", shows the living state and ideal pursuit of literati in Yuan Dynasty by shaping specific events and characters, thus being regarded as a "living fossil" that reflects the social outlook of Yuan Dynasty. There is no doubt that the culture of Chinese dulcimer is based on Chinese traditional culture. It has obvious characteristics of the cultural orientation of Confucianism and Taoism, and is also the result of the interaction between Chinese and Western cultural trends. This cultural orientation will definitely involve the future development trend of Chinese dulcimer culture and will have a profound impact on Chinese dulcimer culture in the 21st century. (shrink)

We study the computational content of various theorems with reverse mathematical strength around Arithmetical Transfinite Recursion (ATR_0) from the point of view of computability-theoretic reducibilities, in particular Weihrauch reducibility. Our main result states that it is equally hard to construct an embedding between two given well-orderings, as it is to construct a Turing jump hierarchy on a given well-ordering. This answers a question of Marcone. We obtain a similar result for Fraïssé's conjecture restricted to well-orderings.

This paper introduces a refined single-valued neutrosophic set (RSVNS) and presents a similarity measure of RSVNSs. Then a multicriteria decision-making method with RSVNS information is developed based on the similarity measure of RSVNSs. By the similarity measure between each alternative and the ideal solution (ideal alternative), all the alternatives can be ranked and the best one can be selected as well. Finally, an actual example on the selecting problems of construction projects demonstrates the application and effectiveness of the proposed method.

This paper examines the association between corporate philanthropy and tunneling by controlling shareholders. Using a unique dataset from China, the paper finds evidence that firms donating more are less likely to tunnel. The negative association between philanthropy and tunneling is stronger when firms are faced with more severe agency conflicts, as indicated by lower largest shareholding, fewer growth opportunities, lower state ownership, and weaker product market competition. The results suggest that companies engaging in philanthropy have incentives to enhance their reputations (...) and improve their relationships with stakeholders. (shrink)

The effect of emotion on memory often leads to the trade-off: enhanced memory for emotional items comes at the cost of memory for background information. Although this effect is usually attributed...

A clear account of the principles of fuzzy logic-based design, from a computer/electronics engineering perspective. This pedagogical work incorporates current fuzzy logic techniques, emphasizing hardware/software design for fuzzy systems and fuzzy logic development tools.

Over the past decade philosophers of biology have discussed whether evolutionary theory is a causal theory or a phenomenological study of evolution based solely on the statistical features of a population. This article reviews this controversy from three aspects, respectively concerning the assumptions, applications, and explanations of evolutionary theory, with a view to arriving at a definite conclusion in each contention. In so doing I also argue that an implicit methodological assumption shared by both sides of the debate, namely the (...) overconfidence in conceptual analysis as a tool to understand the scientific theory, is the real culprit that has both generated the problem and precluded its solution for such a long time. (shrink)