Sentiment analysis has been widely used in text mining of social media to discover valuable information from user reviews. Sentiment lexicon is an essential tool for sentiment analysis. Recent research studies indicate that constructing sentiment lexicons for special domains can achieve better results in sentiment analysis. However, it is not easy to construct a sentiment lexicon for a specific domain because most current methods highly depend on general sentiment lexicons and complex linguistic rules. In this paper, the construction of sentiment (...) lexicon is transformed into a training-optimization process. In our scheme, the accuracy of sentiment classification is used as the optimization objective. The candidate sentiment lexicons are regarded as the individuals that need to be optimized. Then, two genetic algorithms are specially designed to adjust the values of sentiment words in lexicon. Finally, the best individual evolved in the presented genetic algorithms is selected as the sentiment lexicon. Our method only depends on some labelled texts and does not need any linguistic knowledge or prior knowledge. It provides a simple and easy way to construct a sentiment lexicon in a specific domain. Experiment results show that the proposed method has good flexibility and can generate high-quality sentiment lexicon in specific domains. (shrink)

In both political science and political theory, democratization has largely been considered a problem for non-liberal democratic countries. Drawing on Chinese political thinker Jiwei Ci’s writings on freedom, democracy, agency, plausibility, and legitimacy, I critically reconstruct Ci’s theory of democratization and his method of theorizing. I argue that a normative account of democratization is embedded in Ci’s political thought, which is based upon a philosophical anthropology of the modern man and focuses on broadening political possibilities in a given society. Ci’s (...) theory allows us to think about democratization beyond the binary of democracy and authoritarianism, as his theory places democratization as an inherent and persistent challenge for all political communities. (shrink)

Computer vision is widely used in manufacturing, sports, medical diagnosis, and other fields. In this article, a multifeature fusion error action expression method based on silhouette and optical flow information is proposed to overcome the shortcomings in the effectiveness of a single error action expression method based on the fusion of features for human body error action recognition. We analyse and discuss the human error action recognition method based on the idea of template matching to analyse the key issues that (...) affect the overall expression of the error action sequences, and then, we propose a motion energy model based on the direct motion energy decomposition of the video clips of human error actions in the 3 Deron action sequence space through the filter group. The method can avoid preprocessing operations such as target localization and segmentation; then, we use MET features and combine with SVM to test the human body error database and compare the experimental results obtained by using different feature reduction and classification methods, and the results show that the method has the obvious comparative advantage in the recognition rate and is suitable for other dynamic scenes. (shrink)

This article proposes an interpretation of the ‘Thesis that Things do not Shift’ (_Wu bu qian lun,_ 物不遷論) of the early Chinese Buddhist philosopher Sengzhao. We understand Sengzhao to be proposing a version of the philosophy of time found in Sarvāstivāda Abhidharma, and then interpreting statements about time from Mahāyāna texts in light of that account. But whatever his limitations as a cross-cultural interpreter, we find Sengzhao surprisingly impressive philosophically, as he proposes a view that is noticeably more advanced towards (...) a modern conception of time than the accounts found in South Asian Buddhist sources. Ironically, his earnest efforts to present his view as falling within the Mahāyāna may have functioned to conceal Sengzhao’s true philosophical achievement. (shrink)

What ultimately is the relationship of the development of scientific technology and the consequent raising of the material level of life to the development of morality? Today, as the realization of the Four Modernizations is accelerated, a thorough examination of this question is highly important and meaningful.

The mounting pollution burden has raised the need for renewable energy demand throughout the world. The study aims to explore the effect of public debt on renewable energy consumption for selected 23 Asian economies for the time period 1990–2019. Long-run empirical findings of the group-wise symmetric ARDL model reveal that increasing public debt results in declining renewable energy consumption. However, findings of the long-run group-wise asymmetric ARDL model reveal that positive shock in public debt reduces renewable energy consumption, and negative (...) shock in public debt results in increasing renewable energy consumption. The economy-wise empirical findings of the FMOLS model reveal that an increase in public debt results in increased renewable energy consumption in nine economies and decreased renewable energy consumption in six economies. The asymmetric FMOLS findings reveal that positive shock in public debt increases renewable energy consumption in nine economies and also decreases renewable energy consumption in nine economies. However, a negative shock in public debt increases renewable energy consumption in 12 economies and decreases renewable energy consumption in 5 economies. Additionally, this research provides numerous policy implications for renewable energy sources in Asian economies. Asian governments should use public debt for the consumption of renewable energy resources. (shrink)

Our fourteenth year of publication begins with an exceptional expansion of our sense of philosophy’s powers and resources. In our special featured article, Brian Schroeder’s groundbreaking essay, “...

In recent years, the translation of Debray’s writings and the study of his media thoughts have become increasingly popular in China, but the ‘medium’ in his media discourse has never been clarified. Debray pointed out that the focus of the media is ‘mediation’, which actually reveals a new way of thinking and reasoning. He then proposed four stages of mediological reasoning: Message, Medium, Milieu and Mediation. This article believes that based on this framework (i.e. 4M), Debray used McLuhan’s theory as (...) a hub for analysis and launched a set of research methods and tools aimed at exploring the multiple nature of medium and message on the sense of interaction between culture and technology, which also involved the utility of ‘mediasphere’ as an exploration principle to question the past and future of mankind and the media conditions. This approach provides an avenue for us to understand ourselves and transmissions in different space-time categories at both practical and theoretical levels. This article emphasizes that it is better not to interpret Debray’s thoughts as a theory parallel to the existing medium theories because its focus is on research approaches rather than arguments. Besides, although Debray’s medium theory is based on his experience and thinking in Europe and Latin America, there are reasons for the publicity of Debray’s ideology in China. From the perspective of history, culture and human geography, Chinese civilization can be said to contain rich ideological resources of mediation. This is of great significance to re-understand China’s history and reality in the new context of globalization, and to discover the global value of China’s experience. (shrink)

In the spirit of Von Neumann and Morgenstern (Theory of games and economic behavior, Princeton University Press, Princeton, 1944), we introduce a notion of network stability. We study the structure of stable economic networks and their associated stable payoff allocations by analyzing the conditions under which complete networks and star networks (both with desirable property of inclusiveness) are stable. We also address conditions for existence and uniqueness of stable set of networks.

Marx, "doctoral dissertation," appendix of the religious debate Plutarch, in his "Notes on the philosophy of Epicurus," 2-3 in a more specific and detailed to show. Plutarch refuted Marx on Epicurus and his anti-religious stance is certainly consistent. This paper aims to "notes" of the study, to figure out how Marx relevant text on Plutarch, Plutarch targeted to refute the doctrine of Epicurus particular religion to refute, how to highlight the philosophy of and religious opposition and overcome religious opposition and (...) reasonable basis. (shrink)

Pertinent to understand the role of fate in this world, issues of political wisdom. "Hamlet" raises a question: potential rulers encountered misfortune, should be how to deal with. Hamlet by showing an error on the fate of the two views, Shakespeare shows consistent with the classical philosopher: personal misfortune should not be attributed to fate or God, but should be attributed to their nature and choice. Hamlet and Homer's epic and drama links, to some extent, reveal the fate of his (...) misunderstanding of the reason. Although Hamlet's view is similar to the fate of Machiavelli, but he vowed to pursue justice, it shows the difference between him and Machiavelli. (shrink)

Purpose: Discuss the relationship among college students’ media internalized pressure, social physique anxiety, weight control self-efficacy, and sports participation in providing a reference for promoting college students to develop healthy and confident living habits.Methods: Take Southwest University in China as the object, select the subjects by stratified random sampling, and process the data with SPSS19.0 and AMOS21.0 statistical software.Results: Media internalized pressure is positively correlated with social physique anxiety, weight control self-efficacy, and sports participation; social physique anxiety is significantly positively (...) correlated with weight control self-efficacy and sports participation, and weight control self-efficacy is significantly positively correlated with sports participation; media internalized pressure has a direct effect on sports participation, and social physique anxiety and weight control self-efficacy play significant mediating roles in the relationship between media internalized pressure and sports participation, respectively; the chained mediating force of social physique anxiety and weight control self-efficacy also reaches a significant level.Conclusion: Media internalized pressure can influence college students’ sports participation through the direct path as well as indirect paths such as social physique anxiety, the intermediary effect of weight control self-efficacy, and chained intermediary effect of social physique anxiety–weight control self-efficacy, and social physique anxiety is another key factor affecting college students’ sports participation except media internalized pressure. (shrink)

A prefrontal control system that is less mature than the limbic reward system in adolescence is thought to impede self-regulatory abilities, which could contribute to poor dietary choices and obesity. We, therefore, aimed to examine whether structural morphology of the prefrontal cortex and the amygdala are associated with dietary decisions and obesity in children and adolescents. Seventy-one individuals between the ages of 8–22 years participated in this study; each participant completed a computer-based food choice task and a T1- and T2-weighted (...) structural brain scans. Two indices of obesity were assessed, including age- and sex-specific body mass index and waist-to-height ratio. The behavioral task included rating 60 food stimuli for tastiness, healthiness, and liking. Based on each participant’s self-ratings, 100 binary food choices were then made utilizing a computer mouse. Dietary “self-control” was calculated as the proportion of trials where the individual chose the healthier food item over the total number of trials. Cortical thickness and amygdala subnuclei volumes were quantified using FreeSurfer 6.0 and CIT168 atlas, respectively. We found that WHtR was negatively associated with the thickness of bilateral superior frontal, left superior temporal, right insula, and right inferior temporal regions. We also found WHtR to be positively associated with the volume of the central nucleus region of the amygdala, after adjusting for the hemisphere, age, sex, and intracranial volumes. A similar data pattern was observed when BMIz was used. Moreover, we found that across all participants, thinner right superior frontal cortex and larger left CEN volumes predicted lower dietary self-control. These results suggest that differential development of the PFC and amygdala relate to obesity and dietary self-control. Further longitudinal studies are merited to determine causal relationships among altered PFC to amygdala neural circuitry, dietary self-control, and obesity. (shrink)

Resumo: A China promove ativamente a prosperidade comum e resolve a contradição do desequilíbrio do desenvolvimento. A capitalização tornou-se o pano de fundo da prosperidade comum. Como entender as mudanças na conotação da prosperidade comum e seus fatores de influência, no contexto da capitalização, tornou-se o tema deste artigo. Acredita-se que o desequilíbrio entre ativos e renda do trabalho e a nova forma de geração de valor são as razões pelas quais a prosperidade comum é difícil de alcançar. A fim (...) de provar a racionalidade dessa conclusão, este artigo examina a questão da capitalização a partir da perspectiva crítica da economia política marxista e toma o caso de capitalização da China como um exemplo para explorar os desafios práticos e os desafios ideológicos enfrentados pela prosperidade comum. Este texto analisa uma nova forma de fetichismo - a essência do fetichismo financeiro introduz o conceito de valor narrativo e revela a distorção e a erosão do valor do fetichismo financeiro sobre os valores das pessoas e o mistério do valor narrativo. (shrink)

本书包括:宋代人学的丰沃土壤;群星灿烂,宋代人学探索者;理性之光;理性激荡;圣贤之象等内容。.

Bioethical debates on the use of human embryos and oocytes for stem cell research have often been criticized for the lack of empirical insights into the perceptions and experiences of the women and couples who are asked to donate these tissues in the IVF clinic. Empirical studies that have investigated the attitudes of IVF patients and citizens on the donation of their embryos and oocytes have been scarce and have focused predominantly on the situation in Europe and Australia. This article (...) examines the viewpoints on the donation of embryos for stem cell research among IVF patients and students in China. Research into the perceptions of patients is based on in-depth interviews with IVF patients and IVF clinicians. Research into the attitudes of students is based on a quantitative survey study. The empirical findings in this paper indicate that perceptions of the donation of human embryos for stem cell research in China are far more diverse and complex than has commonly been suggested. Claims that ethical concerns regarding the donation and use of embryos and oocytes for stem cell research are typical for Western societies but absent in China cannot be upheld. The article shows that research into the situated perceptions and cultural specificities of human tissue donation can play a crucial role in the deconstruction of politicized bioethical argumentation and the assumptions about “others” that underlie socio-ethical debates on the moral dilemmas of technology developments in the life sciences. (shrink)

Social exclusion has a significant impact on cognition, emotion, and behavior. Some behavioral studies investigated how social exclusion affects pain empathy. Conclusions were inconsistent, and there is a lack of clarity in identifying which component of pain empathy is more likely to be affected. To investigate these issues, we used a Cyberball task to manipulate feelings of social exclusion. Two groups participated in the same pain empathy task while we recorded event-related potentials when participants viewed static images of body parts (...) in painful and neutral situations. The results showed early N2 differentiation between painful and neutral pictures in the central regions in both groups. The pattern at the late controlled processing stage was different. Parietal P3 amplitudes for painful pictures were significantly smaller than those for neutral pictures in the social exclusion group; they did not differ in the social inclusion group. We observed a parietal late positive potential differentiation between painful and neutral pictures in both groups. LPP amplitudes were significantly smaller in the social exclusion group than those in the social inclusion group for painful stimuli. Our results indicate that social exclusion does not affect empathic responses during the early emotional sharing stage. However, it down-regulates empathic responses at the late cognitive controlled stage, and this modulation is attenuated gradually. The current study provides neuroscientific evidence of how social exclusion dynamically influences pain empathy. (shrink)

The prediction of the secondary structure of a protein from its amino acid sequence is an important step towards the prediction of its three-dimensional structure. However, the accuracy of ab initio secondary structure prediction from sequence is about 80 % currently, which is still far from satisfactory. In this study, we proposed a novel method that uses binomial distribution to optimize tetrapeptide structural words and increment of diversity with quadratic discriminant to perform prediction for protein three-state secondary structure. A benchmark (...) dataset including 2,640 proteins with sequence identity of less than 25 % was used to train and test the proposed method. The results indicate that overall accuracy of 87.8 % was achieved in secondary structure prediction by using ten-fold cross-validation. Moreover, the accuracy of predicted secondary structures ranges from 84 to 89 % at the level of residue. These results suggest that the feature selection technique can detect the optimized tetrapeptide structural words which affect the accuracy of predicted secondary structures. (shrink)

In the formal semantics based on modern type theories, common nouns are interpreted as types, rather than as predicates of entities as in Montague’s semantics. This brings about important advantages in linguistic interpretations but also leads to a limitation of expressive power because there are fewer operations on types as compared with those on predicates. The theory of coercive subtyping adequately extends the modern type theories and, as shown in this paper, plays a very useful role in making type theories (...) more expressive for formal semantics. It not only gives a satisfactory solution to the basic problem of ‘multiple categorisation’ caused by interpreting common nouns as types, but provides a powerful formal framework to model interesting linguistic phenomena such as copredication, whose formal treatment has been found difficult in a Montagovian setting. In particular, we show how to formally introduce dot-types in a type theory with coercive subtyping and study some type-theoretic constructs that provide useful representational tools for reference transfers and multiple word meanings in formal lexical semantics. (shrink)

Junzi (君子 gentleman) is the ideal personality for Confucius. To perform benevolence ( ren 仁) and righteousness ( yi 義) is the responsibility of a junzi. A junzi also esteems bravery, which takes benevolence and righteousness and the justification of the enterprise as its prerequisites. A junzi must do things properly and act in accordance with the mean ( zhongyong 中庸). How does one achieve the mean? The person concerned needs to be flexible with the principles and the circumstances of (...) the situation. A person is not born a junzi, but to become one. And to become a junzi, one needs to cultivate one’s character, which includes the cultivation of the inner spirit and the literature and arts. Confucius’ theory of junzi is still relevant in modern times, and modern society needs a new type of junzi. (shrink)

People often say with relish that the twentieth century is the American century, and what Americans themselves are particularly proud of are the terms "the American way" and "the American dream," which have specific, loaded meanings. Indeed, at least since the World War II, the American way has surely been in the limelight. The whole world seems to be vying to identify with this American way—everything from Coca Cola and jeans to American pop music has been scooped up by the (...) rest of the world, uncritically and entirely. (shrink)

People often say with relish that the twentieth century is the American century, and what Americans themselves are particularly proud of are the terms "the American way" and "the American dream," which have specific, loaded meanings. Indeed, at least since the World War II, the American way has surely been in the limelight. The whole world seems to be vying to identify with this American way—everything from Coca Cola and jeans to American pop music has been scooped up by the (...) rest of the world, uncritically and entirely. (shrink)

Junzi (君子 gentleman) is the ideal personality for Confucius. To perform benevolence ( ren 仁) and righteousness ( yi 義) is the responsibility of a junzi. A junzi also esteems bravery, which takes benevolence and righteousness and the justification of the enterprise as its prerequisites. A junzi must do things properly and act in accordance with the mean ( zhongyong 中庸). How does one achieve the mean? The person concerned needs to be flexible with the principles and the circumstances of (...) the situation. A person is not born a junzi, but to become one. And to become a junzi, one needs to cultivate one’s character, which includes the cultivation of the inner spirit and the literature and arts. Confucius’ theory of junzi is still relevant in modern times, and modern society needs a new type of junzi. (shrink)

This essay examines the classical Confucian perspective on the topic of happiness through the lens of three Western theories: hedonism, desire satisfaction theory, and objective list theory. My analysis of the two classical texts—the Analects and the Mencius —reveals that three salient aspects of the Confucian conception of happiness, namely ethical pleasure, ethical desire, and moral innocence, play the fundamental role in the guidance and evaluation of an individual’s life. According to Confucius and Mencius, happiness consists primarily not in pleasure, (...) but in ethical pleasure; the good life is not a life in which all or most of one’s desires are fulfilled, but a life in which the satisfaction of prudential desires is subject to the constraint of ethical desire; the source of the greatest happiness lies not in the attainment of the greatest political power, but rather in the cognizance of one’s moral innocence. For classical Confucian thinkers, the relationship between happiness and the good life is that happiness is a critically important constituent of the good life. However, happiness—defined in terms of pleasure, desire satisfaction, or a list of goods—needs to be tempered by moral constraints. In light of their views on happiness and the good life, I conclude that Confucius and Mencius each lived a good life that exemplified the three salient features of happiness, and to that extent they were happy. (shrink)

It is well-known that Husserl denies bodily behaviour as expressive in the I. Logical Investigation but he dramatically changes his view and holds that bodily behaviour is essentially expressive in...