Discovering high-utility itemsets (HUIs) consists of finding sets of items that yield a high profit in customer transaction databases. An important limitation of traditional high-utility itemset mining (HUIM) is that only the utility measure is used for assessing the interestingness of patterns. This leads to finding several itemsets that have a high profit but contain items that are weakly correlated. To address this issue, this paper proposes to integrate the concept of correlation in HUIM to find profitable itemsets that are (...) highly correlated, using the all-confidence and bond measures. An efficient algorithm named FCHM (fast correlated high-utility itemset miner) is proposed to efficiently discover correlated high-utility itemsets (CHIs). Two versions of the algorithm are proposed: FCHM|$_{all\text{-}confidence}$| and FCHM|$_{bond}$|⁠, which are based on the all-confidence and bond measures, respectively. An experimental evaluation was done using four real-life benchmark datasets from the HUIM literature: mushroom, retail, kosarak and foodmart. Results show that FCHM is efficient and can prune a huge amount of weakly CHIs. (shrink)

In order to usurp the Party, seize power and restore capitalism, the Wang-Chang-Chiang-Yao anti-Party clique has turned out counterrevolutionary opinions in the ideological realm. They have tried in every way to distort and revise history and have fabricated the "struggle between the Confucianists and the Legalists" in history. They have confounded different social contradictions and have replaced the class struggle with the "struggle between the Confucianists and the Legalists" and the antagonism within the landlord class with the "line struggle." To (...) them, Legalists were always "progressive" and "innovative" while Confucianists always "represented the forces of restoration." They have tried their best to glorify emperors, kings, generals and ministers in history, to praise Legalists as "saviors," to cover up the Legalists' nature as an exploiting class, to call for metaphysics and the idealist viewpoint of history, and to turn out revisionist fallacies. Because important changes took place in the Confucian and Legalist schools during the periods of the Western and Eastern Han dynasties, the "Gang of Four" and the writers in its service have showed a great interest in histories of the dynasties and have published a series of articles on the so-called "struggle between the Confucianists and the Legalists." In the current struggle against the "Gang of Four," it is of great practical significance to review the changes in the Confucian and Legalist schools and their roles and class nature during the Han dynasties, to criticize and expose the criminal clique's counterrevolutionary political intrigues and plots, and to clarify the historical facts confused by the "Gang of Four.". (shrink)

Buddhists see life and death as a whole with death as the beginning of another new life. Death is a fact of life for the Chinese, as it is for all people. When they think about death, many Chinese immediately call to mind the terms J ing Tu Zhong or, in recent times, Nian Fo. These Chinese terms are interchangeable and have been translated literally into English using the two words, "Pure Land". Because Jing Tu Zhong, "Pure Land" has been (...) imbedded in the Chinese point of view for thousands of years, most Chinese only think of Jing Tu in terms of saving people after they have died, so that they will go to the Pure Land. Most people forget the other, more important religious aspect of this concept, which is to prepare the living to enter the Pure Land after death. In fact, Nian Fo is an extremely important and worthy school of philosophy, which not only guides the living to prepare for death but also to guide the dying as they face and pass through the fear of death. This paper discusses the Chinese peoples' conception and meaning of the Pure Land by following the original history of the concept of the "Pure Land" and the related sutras. Additionally, this paper addresses the contemporary chanting ceremony of Amitabha's name, how chanting practices in the Pure Land School deals with concerns about dying and the human spirit, and the Pure Land ceremonies used in conjunction with chant before and after death. (shrink)

Confucianism has usually been regarded as a secular moral philosophy with no religious import at all. In china, However, Confucianism has been mentioned along with buddhism and taoism as one of the three religions (the so-Called san-Chiao) for centuries. This means that we must revise and broaden our traditional concept of religion. The confucian tradition certainly has its unique way of expressing its ultimate and therefore religious concern. The present essay is an attempt to uncover the religious import in (...) confucian philosophy and to ascertain its meaning in contemporary discussions of theology and philosophy of religion. In this article, First, The development of the confucian religious attitude has been traced; second, This attitude has been compared with the christian attitude; third, Its contemporary significance with reference to the current development of theology and religious philosophy in the west has been discussed; finally, Some general remarks upon the relevance of religious message to today's situation have been made. (shrink)

Some of the authors of the essays on Chinese philosophers prefer the pin yin system of romanization for Chinese names and words, while others prefer the Wade‐Giles system. Given that both systems are in wide use today, important names and words are given in both their pin yin and Wade‐Giles formulations. The author's preference is printed first, followed by the alternative romanization within brackets.

To solve the problem of user privacy disclosure caused by attacks on anonymous areas in spatial generalization privacy protection methods, a K and P Dirichlet Retrieval method based on k-anonymity mechanism is proposed. First, the Dirichlet graph model is introduced, the same kind of information points is analyzed by using the characteristics of Dirichlet graph, and the anonymous set of users is generated and sent to LBS server. Second, the relationship matrix is generated, and the proximity relationship between the user (...) position and the target information point is obtained by calculation. Then, the private information retrieval model is applied to ensure the privacy of users’ target information points. Finally, the experimental results show that the KPDR method not only satisfies the diversity of l 3 / 4, but also increases the anonymous space, reduces the communication overhead, ensures the anonymous success rate of users, and effectively prevents the disclosure of user privacy. (shrink)

The most fundamental proposition of Hegel's philosophy is that there is an inherent identity between thinking and existence. This proposition reveals in capsule form the idealistic system and dialectical contradiction of Hegel's philosophy. It is precisely through this proposition that in his most extremely conservative philosophy Hegel conceals revolution and reflects the just emerging demands of the capitalist class in early nineteenth century Germany.

Using Reidenbach and Robin’s Multidimensional Ethics Scale, this study designs three scenarios related to academic dishonesty dilemmas to explore students’ moral philosophies, behavioral intentions, and ethical judgments and further examines whether students with different individual factors have differences in the above variables. A total of 605 students from two areas, Taiwan and Mainland China, participated in this study. The results indicated that Taiwanese students had stricter moral equity, relativism, and contractualism philosophies in the duplicate submission scenario than Mainland China students. (...) They also had stricter moral equity and relativism philosophies in the incomplete citation scenario. Similarly, relatively harsh relativism and contractualism philosophies accompanied by a low level of willingness to be a perpetrator in the failure to cite research published in other countries scenario were found. In addition, females applied relatively harsh moral equity and utilitarianism to all scenarios, reporting that they and their peers were less likely to engage in all AD activities. Graduates had a stricter egoism attitude toward duplicate submission and had stricter moral equity, relativism, and contractualism philosophies toward the behavior of incomplete citation. Graduate students also had strict moral equity, relativism, egoism, and contractualism beliefs in the failure to cite the foreign research scenario. Finally, regression analysis showed that moral equity, contractualism, and self-behavioral intention are significant predictors of students’ ethical evaluations in the three scenarios. (shrink)

Recent studies on the effects of mandatory online teaching, resulting from the COVID-19 pandemic, have widely reported low levels of satisfaction, unwillingness to continue online teaching, and negative impacts on the psychological well-being of teachers. Emerging research has highlighted the potential role of psychological need thwarting, in terms of autonomy, competence, and relatedness thwarting, resulting from online teaching. The aim of this study was to evaluate the immediate and delayed effects of PNT of online teaching on teachers’ well-being, intention to (...) continue online teaching, and job satisfaction. Moreover, data collected from both cross-sectional and longitudinal surveys allowed for a systematic validation of an important instrument in the field of teacher psychology, the Psychological Need Thwarting Scale of Online Teaching, in terms of longitudinal reliability and validity. The data reveal the usefulness of the construct of PNT in terms predicting and explaining teachers’ willingness to continue using online teaching as well as the degree of burnout after a period of 2 months, such that PNT is positively associated with burnout and negatively associated with willingness to continue online teaching. As such, the PNTSOT is recommended for future research evaluating the long-term psychological, affective, and intentional outcomes stemming from teachers’ PNT. Moreover, based on our findings that the impact from PNT of online teaching is persistent and long-term, we suggest that school leaders provide flexible and sustained professional development, model respectful and adaptive leadership, and create opportunities for mastery for the development of community of practice that can mitigate the thwarting of teachers’ autonomy, competence, and relatedness during times of uncertainty. Additionally, in terms of the psychometric properties of the PNTSOT instrument, our empirical findings demonstrate internal reliability, test–retest reliability, measurement invariance, and criterion validity based on cross-sectional and longitudinal data. (shrink)

Precision medicine is an emerging approach to treatment and disease prevention that relies on linkages between very large datasets of health information that is shared amongst researchers and health professionals. While studies suggest broad support for sharing precision medicine data with researchers at publicly funded institutions, there is reluctance to share health information with private industry for research and development. As the private sector is likely to play an important role in generating public benefits from precision medicine initiatives, it is (...) important to understand what the concerns are and how they might be mitigated. This study reports outcomes of a deliberative method of citizen engagement in Singapore that asked whether sharing precision medicine data with private industry would be permissible, and if so, under what circumstances. Findings from this citizens’ jury suggest sharing with industry would be permissible under certain conditions that are set out in nine recommendations. Implications of the recommendations and their underlying assumptions for policy decision makers are discussed. This study aligns with prior international studies which found conditional acceptance for data sharing with private industry, a public benefit requirement, specific reluctance to share with insurance companies and an emphasis on accountability and transparency to demonstrate trustworthiness. However, our results differ from prior studies in that opt-in consent did not dominate the deliberations as jurors were able to set it aside as an assumed prerequisite for participation in a precision medicine programme. (shrink)

First published in 1958. This volume translates one of the major works of modern Chinese philosophy and in so doing makes a major contribution to the study of comparative philosophy. The volume contains an extensive introduction structured as follows: 1. Biographical Sketch of K'ang Yu-wei 2. Ta T'ung Shu: The Book 3. A General Discussion of the One-World Philosophy of K'ang Yu-wei.