The integration of machine learning algorithms into the legal recommendation system marks a burgeoning area of research, with a particular focus on enhancing the accuracy and efficiency of judicial decision-making processes. The application of Bayesian Network (BN) emerges as a potent tool in this context, promising to address the inherent complexities and unique nuances of legal texts and individual case subtleties. However, the challenge of achieving high accuracy in BN parameter learning, especially under conditions of limited data, remains a significant (...) hurdle. This study proposes an Enhanced Maximum Parameter Learning (EMPL) algorithm, tailored for BN parameter optimization in scenarios characterized by small sample sizes. The EMPL algorithm, innovatively incorporating the Synthetic Minority Over-sampling Technique (SMOTE), begins with the formulation of inequality constraints derived from domain expertise. It establishes a minimal dataset threshold necessary for effective parameter learning. Through the introduction of an index weighting factor function that dynamically adjusts according to the sample size, the algorithm facilitates the derivation of refined BN parameters. The core innovation of the EMPL algorithm lies in its use of an exponentially weighted factor function, designed to be responsive to variations in sample size, and its capacity to expand the parameter space using SMOTE to align with qualitative constraints from expert insights. This approach enables the integration of data-derived parameters with those obtained through expert experience in an exponentially weighted manner, culminating in the optimization of BN parameters. Comparative analysis reveals that the EMPL algorithm achieves superior learning accuracy over traditional Maximum Likelihood Estimation (MLE) and qualitative maximum a posteriori (QMAP) approach, particularly in contexts of sparse data. Furthermore, it demonstrates enhanced performance relative to variable weight learning algorithms, underscoring its potential to significantly improve decision-making processes in the legal domain through advanced BN parameter learning. (shrink)

A fresh, graceful translation of one of the most important and timeless classics-the foundational work of Daoism-by award-winning novelist Ken Liu, who contextualizes and demystifies this famously enigmatic text. Laozi's Dao De Jing was written around 400 BC by a compassionate soul in a world torn by hatred and ambition, dominated by those that yearned for apocalyptic confrontations and prized ideology over experience. By speaking out against the cleverness of elites and the arrogance of the learned, Laozi upheld the wisdom (...) of the concrete, the humble, the quotidian, the everyday individual dismissed by the great powers of the world. Earthy, playful, and defiant, Laozi's words gave solace to souls back then, and offer comfort today. Now, this beautifully designed new edition serves as both an accessible new translation of an ancient Chinese classic and a fascinating account of renowned novelist Ken Liu's transformative experience while wrestling with the classic text. Throughout this translation, Liu takes us through his own struggles to capture the meaning in Laozi's text in a series of thoughtful and provocative interstitial entries. Unlike traditional notes that purport to be objective, these entries are explicitly personal and unapologetically subjective. Gradually, as Liu learns that true wisdom cannot be pinned down in words, the notes grow sparser until they fade away entirely. His journey suggests the only way out of struggle is to engage with texts that have survived the millennia, wrestling with ideas that gesture at something eternal, in hopes that we might eventually reach that moment of transcendent joy. Liu's translation, by eschewing cleverness, paradoxically reveals the slipperiness of Laozi's original. The Dao De Jing has been translated countless times and will be translated countless times in the future. In that constant change and flow, we finally find our home in Dao, the eternal principle that allows us, finite beings in time and space, to reckon and reconcile with the infinite. (shrink)

Phase transitions are well-understood phenomena in thermodynamics (TD), but it turns out that they are mathematically impossible in finite SM systems. Hence, phase transitions are truly emergent properties. They appear again at the thermodynamic limit (TL), i.e., in infinite systems. However, most, if not all, systems in which they occur are finite, so whence comes the justification for taking TL? The problem is then traced back to the TD characterization of phase transitions, and it turns out that the characterization is (...) the result of serious idealizations which under suitable circumstances approximate actual conditions. (shrink)

: Confucianism is often valued as a doctrine that highlights both the individual and social dimensions of the ideal person, for it indeed puts special emphasis on such lofty goals as loving all humanity and cultivating the self. Through a close and critical analysis of the texts of the Analects and the Mencius, however, it is attempted to demonstrate that because Confucius and Mencius always take filial piety, or, more generally, consanguineous affection, as not only the foundation but also the (...) supreme principle of human life, the individual and social dimensions are inevitably subordinated to and substantially negated by the filial precisely within the Confucian framework, with the result that Confucianism in essence is neither collectivism nor individualism, but "consanguinitism.". (shrink)

This study aimed to investigate how visual–spatial ability predicted academic achievement through arithmetic and reading abilities. Four hundred and ninety-nine Chinese children aged from 10.1 to 11.2 years were recruited and measured visual–spatial, arithmetic, and reading abilities. Their mathematical and Chinese language academic achievements were collected for two consecutive school years, respectively, during the same year as cognitive tests and 1 year after the cognitive tests. Correlation analysis indicated that visual–spatial, arithmetic, and reading abilities and academic achievements were significantly correlated (...) with each other. The structural equation modelling analyses showed that there were two paths from visual–spatial ability to academic achievement: a major path mediated by arithmetic ability and a minor serial mediation path from visual–spatial ability to arithmetic ability to reading ability, then to academic achievement. Results shed light on the importance of visual–spatial ability in education. (shrink)

Ernst Brücke’s 1861 essay Die Elementarorganismen has often been cited as a watershed in the history of physiology as well as in the history of cell theory. In its time it was widely read as a reform of animal cell theory, shifting the concept of the cell away from Schleiden and Schwann’s original cell schema of a membranous vesicle with a nucleus, and towards the protoplasm theory that had developed in botany, centered on the cell’s living contents. It was also (...) notorious for its arguments against the necessity of both the nucleus and the cell membrane. An English translation of “The Elementary Organisms” is presented for the first time in this journal issue, with annotations and illustrations, doi:10.1007/s10739-024-09773-9. Brücke’s essay was not only an intervention into cell theory: historians can read it as a continuation of debates on the nature of the organism and theories of organization, and as an epistemological meditation on the microscope. In addition, although Brücke was known as a founder of the Berlin school of organic physics, “The Elementary Organisms” shows how he combined an avant-garde physicalist physiology with a much older tradition of comparative anatomy and physiology. The following introductory essay will provide a scientific biography of Ernst Brücke up to 1863, with background on debates on biological organization, cell theory, and muscle histology. (shrink)

What is feminist philosophy? A difficult question for feminist scholars in China. Women's studies in the Chinese mainland are characteristically policy‐oriented, geared to practical concerns and moral urgency. Empirical research projects engage many pressing social issues related to the changing situation of women in a rapid marketification of society and commercialization of culture since the post‐1978 reform movement. Here are some examples: migrant female workers and their working conditions in the urban centers; the impact of rural industrialization on women in (...) the countryside: discrimination against women in employment as well as in other aspects of social life; marriage and sexual relations. What follows in this article however, represents an effort to identify and categorize trends in emerging feminist theories. The main questions that might be seen as in one way or another philosophical are located in the historical context of the transformation of Chinese socialism. As we have only very limited access to publications in Hong Kong and Taiwan, to avoid mispresentation we regret that we cannot discuss the feminist work developed in these areas. (shrink)

Essentialist legal theorists, represented by Raz, have depicted legal theory as a project of seeking necessary truths about law. They have, however, left the notion of necessity in their conception of legal theory largely unexplained. This paper explores four different notions of necessity in the philosophical literature and investigates two issues: first, what kind of necessity best fits the notion of necessity implicit in the essentialist conception of legal theory, and secondly, whether that notion of necessity is a coherent one (...) that withstands philosophical challenges. I argue that the Putnamian notion of quasi-necessity best fits essentialist legal theorists’ self-understanding, but the notion of quasi-necessity does not withstand Ebbs’s two challenges. Meanwhile, although Plunkett’s theory of metalinguistic negotiation can be used to preserve a coherent notion of necessity that circumvents Ebbs’s two challenges, due to its broadly anti-essentialist underpinnings such a notion is unlikely to be congenial to essentialist legal theorists. (shrink)

With the increasing attention to climate change, air pollution, and related public health issues, China’s new energy vehicles industry has developed rapidly. However, few studies investigated the evolution of interorganizational collaborative innovation networks in the sector domain of NEVs and the influence of different drivers on the establishment of innovation relationships. In this context, this paper uses the joint invention patent of Shenzhen, a low-carbon pilot city of China, to investigate the dynamics of network influencing factors. The social network analysis (...) shows that the scale of coinvention network of NEVs is constantly increasing, which is featured with diversified cooperative entities, and collaboration depth is also expanding. The empirical results from the Exponential Random Graph Model demonstrate that, with the deepening of collaborative innovation, technological upgrading caused by knowledge exchange makes organizations in the network more inclined to cognitive proximity and less dependent on geographical proximity. In addition, organizational proximity and triadic closure contribute positively to the collaborative network, with their relevance remaining nearly the same, while the impeding effect of cultural/language difference is slightly decreasing with time. (shrink)

As a way of human-computer interaction, game-based assessment is more suitable for young children because it is situational, interesting, and effective. National identity is an important factor affecting the overall development of young children and the future development of a country, which has attracted extensive attention from researchers. Nevertheless, the assessment of young children's national identity is still based on traditional evaluation, including questionnaires and interviews, which have the limitations of being inaccurate, dull, and time-consuming. To understand the characteristics of (...) children's national identity, it is necessary to use scientific and interactive assessment methods. The present study investigated whether the game-based assessment we developed specifically would be an appropriate tool to measure young children's national identity. The results show that the game-based assessment had good item discrimination. Exploratory factor analysis demonstrated the game covered three aspects: national cognition mastery, national emotion engagement, and national behavior tendency. The confirmatory factor analysis suggested that the model with three factors fit the data well. The internal consistency, the split-half reliability, and the test-retest reliability meet standards. Overall, the results indicated that this game can be successfully used to assess young children's national identity with acceptable validity and reliability. Our study provides strong evidence for the use of human-computer interaction in child measurement. These findings are the first to demonstrate the promise of game-based assessment in assessing children's national identity reliably and effectively. (shrink)

The rapid worldwide spread of COVID-19 forced many countries to enforce complete lockdown and strict quarantine policies. The strict lockdown and quarantine affect the psychological state of people toward cryptocurrency. The current research aims to examine the effect of COVID-19 on Bitcoin prices concerning cumulative deaths and confirmed cases. The research comprises daily data from January 20, 2020, to April 30, 2020, during the initial worldwide breakout of COVID-19. This research employed the augmented Dickey-Fuller test to check the stationarity of (...) data, the co-integration test for the interdependency of variables, and the vector error correction model for identifying the direction and long or short-run relationship between Bitcoin prices and COVID-19. The research results show that Bitcoin prices are negatively significant and related to COVID-19 in the short-run. A unidirectional relationship between Bitcoin prices and cumulative deaths is also observed. Investors and the public’s psychological state were positively significant to Bitcoin prices in the long-term because of cashless transactions, unbanked, and less risky virus traveling. The second reason behind the positive psychological relation is un-centralization and easy-to-make payments by Bitcoin. This study’s finding provides timely evidence to decision-makers on Bitcoin price volatility and its impacts on the public’s psychological states regarding COVID-19. (shrink)

Mandala drawing was first practiced by Tibetan buddhists and then developed by Carl Gustav Jung, who felt certain that mandala drawing has the function of integrating psychological division, enhancing psychological harmony, and preserving personality integrity. Previous studies on mandala drawing have mainly focused on alleviating people’s negative emotions, such as anxiety and depression. Therefore, this study explored the effect and mechanism of mandala drawing on the improvement of subjective well-being (SWB), mindfulness, and spirituality from positive psychology’s viewpoint and compared the (...) different effects of cooperative mandala drawing (CMD) and individual mandala drawing (IMD) on mindfulness, spirituality, and SWB. A total of 76 students were recruited from Chang Gung University, and the aforementioned three main variables were measured before and after the coloring experiment. The results indicated that both CMD and IMD significantly enhanced the subjects’ spirituality. Compared with IMD, CMD has a more significant improvement and promotion effect on SWB of subjects by affecting PA, while IMD had no significant effect on PA, and the enhancement effect of SWB was weaker than that of CMD. Mindfulness, spirituality, and SWB all positively correlated with each other. This study highlights the mechanism of mandala drawing and the theoretical understanding of the relationship between mindfulness and SWB. Mandala drawing especially CMD has a positive effect on spirituality and SWB, which may provide individuals with a simple and easy method to improve their happiness. (shrink)

This study aims to investigate the worldview characteristics of current systems of artificial intelligence generated content (AIGC). Eight representative AIGC systems is selected as research objects and elicited responses and ratings to the viewpoints in Devlin’s CWQ worldview scale through a unified questioning approach. Based on the item-by-item ratings provided by the systems, the worldviews reflected from the AIGC systems were analyzed from three aspects: stability, tendency, and polarity. The research found that AIGC systems demonstrate general stability and relatively consistent (...) tendency but notable inter-system differences in polarization. By analyzing and categorizing differences in these characteristics, this paper outlines several potential types of worldviews held by AIGC systems. (shrink)

Consensus of fractional-order multiagent systems with single integral has been wildly studied. However, the dynamics with multiple integral also exist in FOMASs, and they are rarely studied at present. In this paper, consensus problems for multi-integral fractional-order multiagent systems with nonuniform time-delays are addressed. The consensus conditions for MIFOMASs are obtained by a novel frequency-domain method which properly eliminates consensus problems of the systems associated with nonuniform time-delays. Besides, the method revealed in this paper is applicable to classical high-order multiagent (...) systems which is a special case of MIFOMASs. Finally, several numerical simulations with different parameters are performed to validate the correctness of the results. (shrink)

Graphical AbstractWhereas clathrin-mediated endocytosis (CME) exists in all eukaryotic cells, we first detect classical dynamin in Ichthyosporid, a single-cell, metazoan precursor. Based on a key functional residue in its pleckstrin homology domain, we speculate that the evolution of metazoan dynamin coincided with the specialized need for regulated CME during neurotransmission.

Husserl’s thesis of absolute individuation consists of two ideas: (1) unlike experiences and mundane entities, which are individuated via spatiotemporal position, the subject has its own principle of individuation and (2) even for non-subjects, the ultimate principle of individuation is their relationship with the subject. Absolute individuation is sometimes qualitatively interpreted (even by Husserl): owing to habituation, a subject’s personal character cannot be reinstantiated elsewhere. I argue against the qualitative interpretation for two reasons. The first is its inconsistency with Husserl’s (...) account of the individuation of non-subjects. Maximally specific universals cannot individuate a non-subject because they can be multiply instantiated, at least in different phantasies. If multiple instantiation is also possible for personal characters, then this poses a problem for the qualitative interpretation. The second reason is that the qualitative interpretation cannot explain the subjective contribution to the individuation of non-subjects. I consequently propose an extra-qualitative interpretation: The relevant subject should be defined as one-off sic et simpliciter. It has no other determinations than one-offness and is, thus, pre-spatiotemporal. This can explain what individuates instances of maximally specific spatiotemporal universals, thereby addressing (2) above. It also highlights the need to recognize the respective contributions made by multiple notions of the subject. Husserl’s context-dependent distinction between constitutive determinations and principia individuationis may shed light on the qualitative/non-qualitative difference in contemporary metaphysics. The hierarchical model of individuation can also illuminate the debate around possible worlds and haecceitism. (shrink)

Background With the deepening trend of global aging, the issue of dignity of older adults has received widespread attention. The research on the dignity of older adults in nursing homes in China has only just begun, and it is necessary to further explore the dignity experience of older adults in nursing homes. Research Objective To investigate the thematic features of dignity experiences of older adults residing in nursing homes in mainland China. Furthermore, it may serve as a starting point for (...) further research that formulates intervention strategies. Research Design This is a qualitative descriptive study. Twenty older adults living in one of two private nursing homes between September and November 2022 were selected as participants. For each patient, we conducted semi-structured interviews, from which we extracted and assessed information using qualitative content analysis method. SRQR reporting guidelines were used. Ethical considerations ‘Ethical considerations' with information regarding ethical review, informed consent process and confidentiality. Results Five themes and eight subthemes emerged from the transcripts: (1) self-esteem (sense of self-worth and becoming a burden), (2) perceived value to society (being respected and belonging), (3) interpersonal relationships (relationships with others and respectful behavior toward others), (4) autonomy (control of daily life and participation in decision-making), and (5) acceptance and adaptation. Conclusion Dignity in older adults can be preserved by realizing self-worth, relieving the burden of self-perceived, promoting belonging, strengthening social ties, enhancing autonomy, and engaging in activities. (shrink)

A prominent phenomenon in contemporary philosophy of science has been the unexpected rise of alternative philosophers of science. This article analyses in depth such alternative philosophers of science as Paul Feyerabend, Richard Rorty, and Michel Foucault, summarizing the similarities and differences between alternative philosophies of science and traditional philosophy of science so as to unveil the trends in contemporary philosophy of science. With its different principles and foundation, alternative philosophy of science has made breakthroughs in terms of its field of (...) vision, scope, and methodology, and its relationship with science has become more humanistic and pluralistic. Attention should be given to alternative perspectives in the contemporary philosophy of science, and research should be expanded into the fields of the epistemology of science and cognitive science, the sociology of scientific knowledge and scientific anthropology, the scientific cultural philosophy, and scientific ethics. (shrink)

A series of our experimental studies show that some actions which consequentialists would treat as morally right or wrong were not regarded by ordinary people as a matter of morality. These results...

The early Sino-Western contact was through the way in which religion and language interact to produce language contact. However, research on this contact is relatively limited to date, particularly in the realm of English language materials. In fact, there is a paucity of research on Western religions in English Language Teaching textbooks. By applying corpus linguistics as a tool and the Critical Discourse Analysis as the theoretical framework, this manuscript critically investigates the significant semantic domains in ten English language textbook (...) series that are officially approved and are widely used in Chinese universities. The findings suggest that various Western religious beliefs, which are the highly unusual topics in previous Chinese ELT textbooks, are represented in the textbook corpus. The results also show that when presenting the views and attitudes toward Western religious beliefs, these textbooks have adopted an eclectic approach to the material selection. Surprisingly, positive semantic prosody surrounding the concept of religion is evident and no consistent negative authorial stance toward religion is captured. Atheism has been assumed to be in the center of Chinese intellectual traditions and the essence of the Constitution of the Chinese Communist Party. Interestingly, the findings from this study provide a new understanding of Chinese foreign language textbooks in the new era, and its addition to the literature on the study of ELT textbooks, as well as its development worldwide. (shrink)

Tianzhu Shiyi is the single most important proselytizing work of Matteo Ricci, the legendary founder of the early modern Jesuit China mission. Controversial since the early seventeenth century, it has been both praised and condemned for Ricci’s claim of a monotheistic affinity between Catholicism and Confucianism. Ricci’s gesture of friendship to Confucianism won him many Chinese friends and posthumously made him famous or notorious in Europe, but as this essay contends, it was never more than a tactical cover for him (...) during his lifetime. Since the real purpose of his cultural adaptation was his unobtrusive engagement with the ancient Chinese philosophical idea of tianren heyi, what is ultimately so instructive about Tianzhu Shiyi is the light cast on Ricci’s intricate relationship with his Chinese friends and on the ironic twists and turns of his complex legacy. (shrink)

Since digital forensics becomes more and more popular, more and more attention has been paid to the originality and validity of data, and data preservation technology emerges as the times require. However, the current data preservation models and technologies are only the combination of cryptography technology, and there is a risk of being attacked and cracked. And in the process of data preservation, human participation is also needed, which may lead to data tampering. To solve problems given, this paper presents (...) a data preservation model based on blockchain and multidimensional hash. With the decentralization and smart contract characteristics of blockchain, data can be automatically preserved without human participation to form a branch chain of custody in the unit of case, and blockchain has good antiattack performance, which is the so-called 51% attack. Meanwhile, in order to solve the problem of data confusion and hard to query caused by the excessive number of cases, hash, cryptography, and timestamps are used to form a serialized main chain of custody. Because of the confliction problem of hash and judicial trial needs to absolutely guarantee the authenticity and validity of data, multidimensional hash is used to replace regular hash. In this way, the data preservation becomes an automatic, nonhuman-interventional process. Experiments have been carried out to show the security and effectiveness of the proposed model. (shrink)

The purpose of this study was to observe whether aerobic exercise is able to alleviate the impairment of cognitive control ability in college students by sleep deprivation through cognitive control and blood-based markers. Taking 30 healthy college students as participants, using a random cross-over design within groups, respectively perform one night of sleep deprivation and one night of normal sleep. The exercise intervention modality was to complete a 30-min session of moderate-intensity aerobic exercise on a power bicycle. Change in cognitive (...) control was assessed using the Go/NoGo task paradigm; 5-ht and blood glucose contentwere determined by enzyme-linked immuno sorbent assay and glucose oxidase electrode Measurement, respectively. The results showed that sleep deprivation could significantly reduce the response inhibition ability and response execution ability, and significantly reduce the blood 5-ht content. Thirty minutes of moderate intensity aerobic exercise intervention significantly increased response inhibition ability and response execution ability, significantly increased blood 5-ht content, and did not change serum glucose levels. Conclusion: An acute aerobic exercise can alleviate the cognitive control impairment caused by sleep deprivation, and 5-ht may be one of the possible mechanisms by which aerobic exercise alleviates the cognitive control impairment caused by sleep deprivation. (shrink)

User intent classification is a vital component of a question-answering system or a task-based dialogue system. In order to understand the goals of users’ questions or discourses, the system categorizes user text into a set of pre-defined user intent categories. User questions or discourses are usually short in length and lack sufficient context; thus, it is difficult to extract deep semantic information from these types of text and the accuracy of user intent classification may be affected. To better identify user (...) intents, this paper proposes a BERT-Cap hybrid neural network model with focal loss for user intent classification to capture user intents in dialogue. The model uses multiple transformer encoder blocks to encode user utterances and initializes encoder parameters with a pre-trained BERT. Then, it extracts essential features using a capsule network with dynamic routing after utterances encoding. Experiment results on four publicly available datasets show that our model BERT-Cap achieves a F1 score of 0.967 and an accuracy of 0.967, outperforming a number of baseline methods, indicating its effectiveness in user intent classification. (shrink)