In this study, we focus on the problem of information expiration when using the traditional collaborative filtering algorithm and propose a new collaborative filtering algorithm by integrating the time factor. This algorithm considers information influence attenuation over time, introduces an information retention period based on the information half-value period, and proposes a time-weighted function, which is applied to the nearest neighbor selection and score prediction to assign different time weights to the scores. In addition, to further improve the quality of (...) the nearest neighbor selection and alleviate the problem of data sparsity, a method of calculating users’ sentiment tendency by analysis of user review features is proposed to mine users’ attitudes about the reviewed items, which expands the score matrix. The time factor and sentiment tendency are then integrated into the K-means clustering algorithm to select the nearest neighbor. A hybrid collaborative filtering model based on the improved K-means clustering algorithm is then proposed, by combining item-based and user-based collaborative filtering. Finally, the experimental results show that the proposed algorithm can address the time effect and sentiment analysis in recommendations and improve the predictive performance of the model. (shrink)

温振宇(1934~ ),号方无隅,辽宁辽阳人,河南大学副教授,开封华夏文化书院教授兼副院长.

Many scholars consider Avicenna’s theory of cognitive forms a theory of representation, which raises two questions. First, why does a cognitive form represent a particular object instead of another? This issue is known as the determination problem. Second, what is the nature of intentionality of the cognitive form? This is known as the nature problem. This paper examines Avicenna’s theory of cognitive forms and focuses on how he would address the two problems. I argue that Avicenna offers a pluralistic approach (...) to the determination problem: depending on the type of representation, the object of representation is determined differently. Additionally, Avicenna views the nature of intentionality as a referential relation towards the object that can be attributed to the representation in virtue of the object somehow existing in the subject immaterially. (shrink)

With the continuous development of the era of big data, community management plays an important role in people’s mental health. Improve people’s mental health through the use of big data to improve governance of the community. To solve the problem, sequence segmentation is used in feature extraction, histogram absolute difference calculation and K-means intelligent algorithm, to analyze the existing problems one by one. Research shows that it is possible to systematically govern the community through big data and intelligent computing, so (...) that community residents can live a higher quality of life. In order to get rid of psychological problems, it can be solved by establishing special psychological support institutions in the community and strengthening the role of the government in community management. With the continuous development of big data, the application of big data and intelligence in community governance and mental health community is a trend. With the continuous progress of society, it also brings pressure to people, which leads to the decline of people’s mental health quality. We need to do something to improve community governance and people’s mental health. (shrink)

Subjective well-being is defined as how happy and satisfied a person is in his life. To date, among the significant determinants of subjective well-being, national income is considered an important one. However, not much focus has been paid to other determinants of subjective well-being, such as education and information and communication technologies. Therefore, this study aims to investigate the short- and long-run impact of education and ICTs on subjective well-being in China over the period 1996–2020. To empirically investigate the nexus, (...) we have employed bounds testing approach to cointegration and error correction modeling. The long-run estimates attached to education are positive and significant, implying that a rise in average years of schooling help increases the level of happiness. However, the long-run estimate attached to the internet is significant and positive in the happiness model. As far as the interaction term between education and the internet is concerned, the estimate is positive and significant. In short-run, the estimates of education, ICTs, and an interaction term between them are also significantly positive. (shrink)

Recently, we found that the Pseudomonas aeruginosa type II secreted protease IV functions as a unique Arabidopsis innate immunity elicitor. The protease IV‐activated pathway involves G protein signaling and raises the question of how protease elicitation leads to the activation of G protein‐mediated signaling, because plants do not appear to have metazoan‐like G protein‐coupled receptors. Importantly, our data suggest that Arabidopsis has evolved a mechanism to detect the proteolytic activity of a pathogen‐encoded protease, supporting the host‐pathogen arms race model. In (...) the case of opportunistic multi‐host pathogens like P. aeruginosa, however, it is not plausible that P. aeruginosa is simultaneously co‐evolving in a gene‐for‐gene manner with all of its potential hosts, which include plants, nematodes, insects, and mammals. This prompts us to ask what is the driving force for co‐evolution of defense response in Arabidopsis and pathogenesis of P. aeruginosa, which might not have been subject to iterative cycles of evolutionary selections. (shrink)

The existing numerous adaptive variants of differential evolution have been improved the search ability of classic DE to certain extent. Nevertheless, those variants of DE do not obtain the promising performance in solving black box problems with unknown features, which is mainly because the adaptive rules of those variants are designed according to their designers’ cognition on the problem features. To enhance the optimization ability of DE in optimizing black box problems with unknown features, a differential evolution with autonomous selection (...) of mutation strategies and control parameters is proposed in this paper, inspired by autonomous decision-making mechanism of reinforcement learning. In ASDE, a historical experience archive with population features is utilized to preserve accumulated historical experience of the combination of mutation strategies and control parameters. Furthermore, the accumulated historical experience can be autonomously mapped into rules repository, and the individuals can choose the combination of mutation strategies and control parameters according to those rules. Additionally, an updating and utilization mechanism of the historical experience is designed to assure that the historical experience can be effectively accumulated and utilized efficiently. Compared with some state-of-the-art intelligence algorithms on 15 functions of CEC2015, 28 functions of CEC2017, and parameter extraction problems of the photovoltaic model, ASDE has the advantages of solution accuracy, convergence speed, and robustness in solving black box problems with unknown features. (shrink)

The social, ethical and legal implications of discoveries in the neurosciences.

The past three years have seen a steady growth of interest in researching and practicing Philosophy for Children in educational settings in China because many educators and administrators consider it as a coherent curriculum for developing student critical, creative, caring and collaborative thinking. Excited and gratified with children’s philosophical sensitivity and enthusiasm, three representative Elementary Schools in mainland China, namely South Station Elementary School from Yunnan Province, Shanghai Liuyi Elementary School, and Washi Elementary school from Zhejiang Province, started to practice (...) P4C in the late 1990s and the early twenty-first century. Without succumbing to the aggravated uniformity of the educational system, the three schools demonstrated innovative ways to reform their educational practice, which helped to develop a different form of Chinese educational praxis. This study provides a review on three schools’ P4C practice from the perspective of motivation, development of school-based curricula, the mode and effect of P4C. The three schools found Lipman’s P4C curriculum inspiring but, for the most part, culturally and contextually inappropriate, thus developed their own P4C textbooks, pedagogy and conceptual framework. The study further offers glimpses of P4C historical development in the past thirty years in the model schools, and discusses the challenges, opportunities, existing methodological approaches, theoretical and practical tensions that Chinese P4Cers experienced when P4C being practiced. Then it proposes methodological advancements and possibilities of future P4C practice and research in mainland China. (shrink)

Every philosophical mode has a unique conceptual system. Qi has consistently been a fundamental part of ancient Chinese philosophy, and its significance is obvious. Guided by the idea of re-evaluating all values, Yan Fu, who was deeply influenced by Western philosophy and logic, used reverse analogical interpretation to present a new explanation of the traditional Chinese concept of qi. Qi thus evolved into basic physical particles. Yan’s philosophical effort has great significance: The logical ambiguity that had haunted qi was overcome. (...) However, qi gradually evolved into a particular existence as it was Westernized. It completely lost its internal flavor as indigenous Chinese philosophy. Its previous philosophical abstraction and universality diminished and at the same time it was not Westernized into the pure concept of Hegel’s philosophy. (shrink)

EDITOR’S ABSTRACTThis article gives an overview of Shang Yang portrayals in four stages: from Han Fei’s sympathetic yet balanced assessment, passing over a variety of conflicting Han views, skipping through “the two millennia of vilification” to Zhang Taiyan’s rediscovery of Shang Yang, and ending up at the Shang Yang fervor of the 1970s. Zeng shows how the figure of Shang Yang keeps popping up with a certain regularity, inciting conflicts about his legacy. He also argues that at each flare of (...) the debate, what was really at stake was not a mere assessment of the long gone Warring States-period Qin reformer, but of the then current policies that needed to be indirectly addressed. (shrink)

Typically, fair machine learning research focuses on a single decision maker and assumes that the underlying population is stationary. However, many of the critical domains motivating this work are characterized by competitive marketplaces with many decision makers. Realistically, we might expect only a subset of them to adopt any non-compulsory fairness-conscious policy, a situation that political philosophers call partial compliance. This possibility raises important questions: how does partial compliance and the consequent strategic behavior of decision subjects affect the allocation outcomes? (...) If k% of employers were to voluntarily adopt a fairness-promoting intervention, should we expect k% progress (in aggregate) towards the benefits of universal adoption, or will the dynamics of partial compliance wash out the hoped-for benefits? How might adopting a global (versus local) perspective impact the conclusions of an auditor? In this paper, we propose a simple model of an employment market, leveraging simulation as a tool to explore the impact of both interaction effects and incentive effects on outcomes and auditing metrics. Our key findings are that at equilibrium: (1) partial compliance by k% of employers can result in far less than proportional (k%) progress towards the full compliance outcomes; (2) the gap is more severe when fair employers match global (vs local) statistics; (3) choices of local vs global statistics can paint dramatically different pictures of the performance vis-a-vis fairness desiderata of compliant versus non-compliant employers; (4) partial compliance based on local parity measures can induce extreme segregation. Finally, we discuss implications for auditors and insights concerning the design of regulatory frameworks. (shrink)

本书介绍了管理伦理思想的产生、西方管理伦理研究的进展、我国管理伦理研究的现状、管理伦理研究的主题等内容。.

What role does our knowledge about the ideal society play in guiding policymaking in the real world? One intuitive answer is to approximate. Namely, we have a duty to approximate the ideal within the relevant constraints of feasibility. However, political philosophers seem to have what might be called ‘approximatophobia'. Many philosophers, including idealists such as David Estlund, warn against approximation. Their criticism is chiefly motivated by ‘the problem of second best’, which points out that your second-best option may not be (...) closest to your best option. This paper aims to dispel ‘approximatophobia'. The difficulty posed by the problem of second best is often overstated. More positively, I present a novel defence of approximation, arguing that approximation of an ideal can be a reasonably reliable default strategy of action guidance in the real world. Difficulties that may afflict the project of approximation can be mitigated by sophistication of the project of approximation. After showing that critics of approximation overstep their mark in issuing the strong or moderate warning against approximation, I propose an account of sophisticated approximation. It seeks a series of reforms that make existing social institutions closer to the ideal based on careful selection of frame of analysis. Three virtuous correlations are identified as indicators for successful project of approximation, linking descriptive similarity to desirability, feasibility and knowledge of the ideal. I also explain a two-staged strategy of sophisticating the way you approximate the ideal, with an expected positive feedback effect. (shrink)

The service failure of online shopping has always plagued online stores, but the current academic circles still need to explore the service recovery of online shopping from the perspective of empathy and consumer forgiveness. Based on the service failure cases of real online shopping, this article uses the method of situational experiment to carry out empirical research, discusses the impact mechanism of service recovery effect from the perspective of empathy and consumer forgiveness, and tests the moderating role of online store (...) reputation. The results show that in the online shopping service recovery scenario, empathy has a positive impact on consumer forgiveness, consumer forgiveness has a positive impact on consumer repurchase intention, and consumer forgiveness plays a mediating effect between empathy and consumer repurchase intention. Online store reputation plays a moderating role in the relationship between consumer forgiveness and consumer repurchase intention. The research conclusion of this article will help to expand the application of empathy and consumer forgiveness in the research of service recovery, enrich the theory of online shopping service recovery, improve the effect of online shopping service recovery, and promote the healthy development of online shopping business models. (shrink)

Kant’s published arguments for the non-spatiotemporality of things in themselves have not been well received. I argue that Kant has available to himself an argument for the non-spatiotemporality of things in themselves that is premised upon a disparity between the compositional structure of the intelligible world and the structure of space and time. I argue that Kant was unwaveringly committed to the premises of this argument throughout his career and that he was aware of their idealistic implications. I also argue (...) that this argument is consistent with Kant’s restrictive mature epistemology. If my argument is successful, then even if Kant’s published arguments for transcendental idealism fail, we need not regard his ambitious metaphysical project as a failure. (shrink)

Kant rejects the ontological argument on the grounds that the ontological argument inescapably must assume that existence is a “determination” or “real predicate,” which it is not. Most understand Kant’s argument for this claim to be premised upon his distinctive proto-Fregean theory of existence. But this leaves Kant dialectically vulnerable: the defender of the ontological argument can easily reject this as question-begging. I show that Kant relies upon two distinct arguments, both of which contend that the claim that existence is (...) a determination is inconsistent with bedrock ontological set pieces assumed by rationalist defenders of the ontological argument. (shrink)

The past three years have seen a steady growth of interest in researching and practicing Philosophy for Children (P4C) in educational settings in China because many educators and administrators consider it as a coherent curriculum for developing student critical, creative, caring and collaborative thinking. Excited and gratified with children’s philosophical sensitivity and enthusiasm, three representative Elementary Schools in mainland China, namely South Station Elementary School from Yunnan Province, Shanghai Liuyi Elementary School, and Washi Elementary school from Zhejiang Province, started to (...) practice P4C in the late 1990s and the early twenty-first century. Without succumbing to the aggravated uniformity of the educational system, the three schools demonstrated innovative ways to reform their educational practice, which helped to develop a different form of Chinese educational praxis. This study provides a review on three schools’ P4C practice from the perspective of motivation, development of school-based curricula, the mode and effect of P4C. The three schools found Lipman’s P4C curriculum inspiring but, for the most part, culturally and contextually inappropriate, thus developed their own P4C textbooks, pedagogy and conceptual framework. The study further offers glimpses of P4C historical development in the past thirty years in the model schools, and discusses the challenges, opportunities, existing methodological approaches, theoretical and practical tensions that Chinese P4Cers experienced when P4C being practiced. Then it proposes methodological advancements and possibilities of future P4C practice and research in mainland China. (shrink)

This study adds to the theory of family business management by exploring the effects of family ownership on the corporate misconduct of small firms in the United States. The empirical findings indicate that small family-owned firms are less likely to commit misconduct than small non-family-owned firms. We interpret this finding as family firms aiming to achieve the trans-generational succession of moral capital. Further investigation shows a nonlinear family-ownership–misconduct relationship. A negative relationship between them only appears in mature firms. We further (...) show that for relatively mature firms, only family firms with older owners are less likely to commit corporate misconduct. (shrink)

(2001). Preconception Sex Selection: The Perspective of a Person of the Undesired Gender. The American Journal of Bioethics: Vol. 1, No. 1, pp. 37-38.

The Iowa Gambling Task (IGT) and the Soochow Gambling Task (SGT) are two experience-based risky decision-making tasks for examining decision-making deficits in clinical populations. Several cognitive models, including the expectancy-valence learning model (EVL) and the prospect valence learning model (PVL), have been developed to disentangle the motivational, cognitive, and response processes underlying the explicit choices in these tasks. The purpose of the current study was to develop an improved model that can fit empirical data better than the EVL and PVL (...) models and, in addition, produce more consistent parameter estimates across the IGT and SGT. Twenty-six opiate users (mean age 34.23; SD 8.79) and 27 control participants (mean age 35; SD 10.44) completed both tasks. Eighteen cognitive models varying in evaluation, updating, and choice rules were fit to individual data and their performances were compared to that of a statistical baseline model to find a best fitting model. The results showed that the model combining the prospect utility function treating gains and losses separately, the decay-reinforcement updating rule, and the trial-independent choice rule performed the best in both tasks. Furthermore, the winning model produced more consistent individual parameter estimates across the two tasks than any of the other models. (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...

Abstract:The haptic sense is an essential component of aesthetic evaluation that is often overlooked in today’s mobile internet age. Unlike hearing and vision, the sense of touch is less widely transmitted. Unfortunately, most aesthetic theories and explanations have focused solely on the visual and auditory senses, with minimal attention given to tactile evaluation. To address this gap in knowledge, we have collected studies on tactile aesthetics within the framework of experimental aesthetics from 2000 to 2022. After statistical generalization, our findings (...) suggest the following: The criteria for evaluating tactile aesthetics were mostly dichotomous, that is, positive (like/appreciation/pleasure) and negative (dislike/disgust/unpleasant). Tactile aesthetics predominantly involved the toucher dimension (synesthesia/need for touch/touch pattern) and the touch sample dimension (shape/type/texture), with the commonly overlooked factors of “need for touch” and “touch pattern.” Some studies did not restrict the shape and material of the touch samples. Based on our findings, we have systematically summarized and concluded what tactile factors influence aesthetic evaluation and have analyzed future research trends. (shrink)

Recently, decomposition-based multiobjective evolutionary algorithms have good performances in the field of multiobjective optimization problems and have been paid attention by many scholars. Generally, a MOP is decomposed into a number of subproblems through a set of weight vectors with good uniformly and aggregate functions. The main role of weight vectors is to ensure the diversity and convergence of obtained solutions. However, these algorithms with uniformity of weight vectors cannot obtain a set of solutions with good diversity on some MOPs (...) with complex Pareto optimal fronts. To deal with this problem, an improved decomposition-based multiobjective evolutionary algorithm with adaptive weight adjustment is proposed. Firstly, a new method based on uniform design and crowding distance is used to generate a set of weight vectors with good uniformly. Secondly, according to the distances of obtained nondominated solutions, an adaptive weight vector adjustment strategy is proposed to redistribute the weight vectors of subobjective spaces. Thirdly, a selection strategy is used to help each subobjective space to obtain a nondominated solution. Comparing with six efficient state-of-the-art algorithms, for example, NSGAII, MOEA/D, MOEA/D-AWA, EMOSA, RVEA, and KnEA on some benchmark functions, the proposed algorithm is able to find a set of solutions with better diversity and convergence. (shrink)