The interpretability of AI is just as important as its performance. In the LegalAI field, there have been efforts to enhance the interpretability of models, but a trade-off between interpretability and prediction accuracy remains inevitable. In this paper, we introduce a novel framework called LK-IB for compulsory measure prediction (CMP), one of the critical tasks in LegalAI. LK-IB leverages Legal Knowledge and combines an Interpretable model and a Black-box model to balance interpretability and prediction performance. Specifically, LK-IB involves three steps: (...) (1) inputting cases into the first module, where first-order logic (FOL) rules are used to make predictions and output them directly if possible; (2) sending cases to the second module if FOL rules are not applicable, where a case distributor categorizes them as either “simple” or “complex“; and (3) sending simple cases to an interpretable model with strong interpretability and complex cases to a black-box model with outstanding performance. Experimental results demonstrate that the LK-IB framework provides more interpretable and accurate predictions than other state-of-the-art models. Given that the majority of cases in LegalAI are simple, the idea of model combination has significant potential for practical applications. (shrink)

Transnational articulation programmes are one way China is attempting to advance its higher education system. We report a study of twelve Chinese students’ experiences in two China-Australia 2...

国家重点学科“985第1期”建设项目 “211工程第2期”项目广东省2004哲学社会科学规划项目中山大学马克思主义哲学与中国现代化研究所主持研究.

Social science researchers often definefilial pietyas a set of norms, values, and practices regarding how children should behave toward their parents. In this article, we trace the conceptual development of filial piety research in Chinese and other societies to highlight the assumptions underlying this traditional approach to filial piety research. We identify the limitations of these assumptions, including the problem of an evolving definition and lack of cross-cultural applicability. We then advocate an alternative framework that overcomes these limitations by focusing (...) on the deep structure of filial piety: the dual filial piety model (DFPM). The DFPM applies the concept of contextualized personality to reconceptualize filial piety in terms of authoritarian and reciprocal psychological motivations particular to the parent-child context. Because the focus is on a universal psychological mechanism rather than cultural norms, values, and behavior, the DFPM may be applied for investigation of filial piety at individual, social, and cultural levels within and across various societies. We discuss application of the DFPM in relation to existing filial piety and intergenerational relations research from several societies and conclude with a comparison to other recent proposals for measuring Chinese filial piety. (shrink)

In the field of psychology, filial piety is usually defined in terms of traditional Chinese culture-specific family traditions. The problem with this approach is that it tends to emphasize identification of behavioral rules or norms, which limits its potential for application in other cultural contexts. Due to the global trend of population aging, governments are searching for solutions to the accompanying financial burden so greater attention is being focused on the issue of elder care and its relevance to filial practices. (...) We contend that the psychological investigation of filial piety in Chinese societies has progressed to the point that it can now provide a solid structure for research targeting intergenerational relations in other cultures. We describe an indigenous psychology approach that integrated Chinese historical, philosophical, and social trends to construct a model of filial piety in terms of the dual reciprocal and authoritarian filial aspects underlying parent-child relations: the dual filial piety model (DFPM). We use this model to re-conceptualize filial piety from its usual definition as a set of Chinese culture-specific norms to a contextualized personality construct represented by a pair of culturally-sensitive psychological schemas of parent-child interaction. We then describe how the DFPM can provide a framework for research on filial relations on individual, structural, societal, and cross-cultural levels. We conclude with a discussion of how the model may be able to integrate and extend Western research on intergenerational relations and contribute to the issue of elder care beyond Chinese societies. (shrink)

This paper reports the results of a survey of 842 undergraduate business students in four nations - the United States of America, the Peoples' Republic of China, Japan, and the Republic of Korea. This survey asked students to respond to four scenarios with potentially unethical business behavior and a string of questions related to the importance of ethics in business strategy and in personal behaviors. Based on arguments related to differences in recent historical experiences, the authors suggest that student responses (...) may be as different within the East Asian environment as they are between this environment as a whole and the USA. Survey results indicate a greater perception of ethical problems and more importance placed on ethics per se in business practices, as well as less of an emphasis on social harmony on the part of USA students. At the same time, substantial national differences in response are also witnessed within the set of East Asian students. A priori expectations as to the manner in which these East Asian responses should vary based on differences in recent historical experiences are partially, but not fully, supported. The authors argue that the key value of the reported research rests on a demonstration that national differences within a common cultural area can be as great as differences across cultural areas and that practitioners of global business must fine-tune their expectations as to acceptable business and personal actions to accommodate specific national historical experiences to be effective. (shrink)

The rainwater system is an important part of the urban infrastructure as well as a key hub for maintaining the dynamic operation of the city and a clear indicator of the level of urban development. With the rapid development of urbanization, the hardened area of roads and residential areas has increased, and the construction of rainwater systems is so far insufficient, causing the urban waterlogging and water pollution problems to become increasingly serious. Accordingly, combined with the “sponge city” construction concept (...) of the six-character policy of “seepage, retention, storage, use, purification, and drainage,” we propose to adopt measures for the local conditions and to reasonably select sponge city engineering measures to increase rainwater utilization, effectively reduce rainwater runoff, and alleviate the city waterlogging and water pollution problems. We used the analytic hierarchy process to evaluate the effect of a sponge city “pocket park” rainwater system in Chaohu City before and after the transformation. The results showed that the pocket park after the renovation was well controlled, the waterlogging was basically eliminated, the water quality pollution was clearly improved, and the ecological environment was significantly improved. (shrink)

Long before Wittgenstein drew attention to its complexities, the concept of play had captured the interest of theorists for millennia. How do games contribute to our knowledge of the world? Wherein lies their universal appeal? Play is usually associated with a certain blitheness and buoyancy - could it nevertheless be argued that playfulness is not quite as innocent as it might seem? Bence Kun draws on Adorno's writings to explore the relation between philosophical play (understood here as imaginative thought as (...) well as experimental expression) and an experience of dread Adorno links to children's first encounter with death. By investigating his less familiar works, some of which have not yet been translated, Kun challenges the received view on Adorno's approach to metaphysics, the role of systematic inquiry and the modern condition. As he has Adorno say, the originary impression of shock at the heart of philosophical reflection can only be fully apprehended through an open-ended and defiantly creative intellectual practice. (shrink)

本书收入了31篇论文,涉及价值哲学研究领域的诸多方面,包括关于价值哲学研究的一般方法与价值哲学的范畴体系的讨论,关于价值存在范围与价值本质的商榷与争鸣等内容。.

Transportation cyber-physical systems are constrained by spatiality and real-time because of their high level of heterogeneity. Therefore, applications like traffic control generally manage moving objects in a single-machine multithreaded manner, whereas suffering from frequent locking operations. To address this problem and improve the throughput of moving object databases, we propose a GPU-accelerated indexing method, based on a grid data structure, combined with quad-trees. We count object movements and decide whether a particular node should be split or be merged on the (...) GPU. In this case, bottlenecked nodes can be translated to quad-tree without interfering with the CPU. Hence, waiting time of other threads caused by locking operations raised by object data updating can be reduced. The method is simple while more adaptive to scenarios where the distribution of moving objects is skewed. It also avoids shortcomings of existing methods with performance bottleneck on the hot area or spending plenty of calculation resources on structure balancing. Experiments suggest that our method shows higher throughput and lower response time than the existing indexing methods. The advantage is even more significant under the skewed distribution of moving objects. (shrink)

The author examines some Confucian-trained Tokugawa Japanese scholars who were concerned about the deleterious impact of Buddhism on native Shinto thought and practice. Several leading Confucian-tr...

In his 1987 article “Indeterminacy, Empiricism and the First Person”, John Searle argues that we actually know what we mean; therefore, W. V. O. Quine’s thesis of the indeterminacy of translation must be wrong. In this paper, I will try to identify the mistakes in Searle’s criticism of Quine’s story. I will argue that Quine’s indeterminacy thesis can be construed as containing two theses- that is, the immanent indeterminacy and the transcendent indeterminacy. With these two indeterminacies in mind, Quine’s indeterminacy (...) thesis will still remain tenable even if we actually know what we mean. (shrink)

In his 1987 article “Indeterminacy, Empiricism and the First Person”, John Searle argues that we actually know what we mean; therefore, W. V. O. Quine’s thesis of the indeterminacy of translation must be wrong. In this paper, I will try to identify the mistakes in Searle’s criticism of Quine’s story. I will argue that Quine’s indeterminacy thesis can be construed as containing two theses- that is, the immanent indeterminacy and the transcendent indeterminacy. With these two indeterminacies in mind, Quine’s indeterminacy (...) thesis will still remain tenable even if we actually know what we mean. (shrink)

We examine whether investors value the disclosure of first-time standalone corporate social responsibility reports, and whether market valuations differ between government-controlled and privately controlled firms. Using a matched sample of Chinese publicly listed firms, we find that CSR initiators have higher market valuations than matched CSR non-initiators, and CSR initiators controlled by the central and local governments have lower market valuations than CSR non-initiators and CSR initiators controlled by private shareholders. Additional analyses demonstrate that CSR initiators with high CSR reporting (...) quality and perceived credibility have higher market valuations than CSR initiators with low CSR reporting quality and medium or low perceived credibility of CSR reporting. We do not find convincing evidence that CSR mandate, litigation risk, and prior stock returns affect market reactions to CSR reporting. Overall, we find that the market values standalone CSR reports, and that CSR reporting quality and perceived credibility are important factors in market valuation. (shrink)

The financial crisis of 2007–2008 and the COVID-19 pandemic have caused many enterprises to suffer great losses. Thus, companies have to take measures such as pays cut, furloughs, or layoffs, which caused dissatisfaction among employees and triggered labor disputes. Therefore, this study explores the service-oriented organizational citizenship behavior based on the decomposed theory of planned behavior in order to understand the behavioral intentions of employees through their mental states, job attitudes, subjective norms, and perceived behavioral control. This study conducted questionnaire (...) surveys for employees in different industries, collected 281 valid questionnaires, and applied Structural Equation Model for the analysis. The results show: employees believe organizational justice in the organization is important, and when they feel treated fairly, their job attitudes and beliefs are enhanced. Employees’ job attitudes and beliefs support service-oriented organizational citizenship behavior, in other words, they have positive job attitudes and beliefs and will actively provide better service to customers. When employees are treated reasonably and fairly by the organization and have positive job attitudes and perceived behavior control, their spontaneous service-oriented organizational citizenship behavior is stimulated, thus increasing organizational development. (shrink)

Erratum to: Found Sci DOI 10.1007/s10699-014-9364-0The author, Kun Wu’s name, affiliation and biography have been incorrectly published in the original article. The correct affiliation and biography are provided below.

In 1859, Harvard botanist Asa Gray (1810–1888) published an essay of what he called “the abstract of Japan botany.” In it, he applied Charles Darwin’s evolutionary theory to explain why strong similarities could be found between the flora of Japan and that of eastern North America, which provoked his famous debate with Louis Agassiz (1807–1873) and initiated Gray’s efforts to secure a place for Darwinian biology in the American sciences. Notably, although the Gray–Agassiz debate has become one of the most (...) thoroughly studied scientific debates, historians of science remain unable to answer one critical question: How was Gray able to acquire specimens from Japan? Making use of previously unknown archival materials, this article scrutinizes the institutional, instrumental, financial, and military settings that enabled Gray’s collector, Charles Wright (1811–1885), to travel to Japan, as well as examine Wright’s collecting practices in Japan. I argue that it is necessary to examine Gray’s diagnosis of Japan’s flora and the subsequent debate about it from the viewpoint of field sciences. The field-centered approach not only unveils an array of historical significances that have been overshadowed by the analytical framework of the Darwinian revolution and the reception of Darwinism, but also places a seemingly domestic incident in a transnational context. (shrink)

Chinese delegates admitted at the Sixth Comintern Congress, on several occasions, that the CCP defeat in the past was partly through its own errors, notwithstanding objective circumstances. They also argued that the lack of actual support of fraternal Parties was another factor in their disfavor. Below is a statement by one "Tschen-Kuang" at the fourteenth session of the Congress.

Throughout the late 1840s and the early 1850s, Harvard botanist Asa Gray and his close friend George Engelmann of St. Louis engaged themselves with recruiting men who sought to make a living by natural history collecting, sending these men into the field, searching for institutions and individuals who would subscribe to incoming collections, compiling catalogs, and collecting subscription fees. Although several botanists have noted Gray and Engelmann’s bold experiment as having introduced America to a mode by which European naturalists had (...) devised to organize scientific expeditions, historians of science have not taken the “subscription mode” seriously. I argue that it was specifically by undertaking the labor of cataloging species and charging subscription fees for the cataloged species that Gray established himself as a metropolitan botanist. One crucial consequence of Gray’s rising profile was that he acquired sufficient “cataloging power” to secure his status as an authoritative cataloger of species, and as a kind of “mint” or “storehouse” :1–28, 2001a) who produced well-pruned lists of American species to enable transactions between American and European botanists. But this essay is not focused on the Europeanization of American taxonomy. Drawing on work by scholars who place emphasis on how new forms of knowledge get produced when knowledge travels, my focus here is the evolution of the subscription mode when Gray and Engelmann adapted it to American natural history. My conclusion examines what historian of science Vanessa Heggie :318–334, 2014) identifies as the “danger of category dominance” in today’s historiography of science and shows how a kind of “assemblage thinking” may help historians cope with this danger. (shrink)

Previous studies of the lexical psycholinguistic properties in second language production have assessed the degree of an LPP dimension of an L2 corpus by computing the mean ratings of unique content words in the corpus for that dimension, without considering the possibility that learners at different proficiency levels may perceive the degree of that dimension of the same words differently. This study extended a dynamic semantic similarity algorithm to estimate the degree of five different LPP dimensions of several sub-corpora of (...) the Education First-Cambridge Open Language Database representing L2 English learners at different proficiency levels. Our findings provide initial evidence for the validity of the algorithm for assessing the LPPs in L2 production and contribute useful insights into between-proficiency relationships and cross-proficiency differences in the LPPs in L2 production as well as the relationships among different LPP dimensions. (shrink)

Under the hit of the epidemic, an increasing number of young people exchange and purchase goods by watching and resorting to mobile short video advertisements. Therefore, it is of great significance to explore the influence mechanism of mobile short video advertising on the consumption behavior of young people. This study develops a theoretical framework including fashion, socialization, entertainment, personalization, brand, psychological needs, satisfaction, and consumption behavior using a stimulus–organism–response (SOR) theory. The data from 332 young people using mobile short video (...) advertising revealed that psychological needs exerted significant impacts on satisfaction, mediating the advertisements, and consumer satisfaction. The attributes of advertising, including fashion, socialization, entertainment, personalization, and branding, significantly promote young people’s psychological needs and satisfaction. In addition, satisfaction affects consumer behavior, and in the same manner, fashion and brand attribute directly impact consumer satisfaction. (shrink)

On fundamentals of Nyaya philosophy with Nūtanāloka autocommentary and Ālokaprakāśa commentary by disciples.