Mental health is an important basic condition for college students to become adults. Educators gradually attach importance to strengthening the mental health education of college students. This paper makes a detailed analysis and research on college students’ mental health, expounds the development and application of clustering analysis algorithm, applies the distance formula and clustering criterion function commonly used in clustering analysis, and makes a specific description of some classic algorithms of clustering analysis. Based on expounding the advantages and disadvantages of (...) fast-clustering analysis algorithm and hierarchical clustering analysis algorithm, this paper introduces the concept of the two-step clustering algorithm, discusses the algorithm flow of clustering model in detail, and gives the algorithm flow chart. The main work of this paper is to analyze the clustering algorithm of students’ mental health database formed by mental health assessment tool test, establish a data mining model, mine the database, analyze the state characteristics of different college students’ mental health, and provide corresponding solutions. In order to meet the needs of the psychological management system based on the clustering analysis method, the clustering analysis algorithm is used to cluster the data. Based on the original database, this paper establishes the methods of selecting, cleaning, and transforming the data of students’ psychological archives. Finally, it expounds on the application of data mining in students’ psychological management system and summarizes and prospects the implementation of the system. (shrink)

In this essay I review four recent monographs on Chinese American history: Xiao-huang Yin's Chinese American Literature since the 1850s, Madeline Hsu's Dreaming of Gold, Dream of Home: Transnationalism and Migration Between the United States and South China, Young Chen's Chinese San Francisco 1850-1943: A Trans-Pacific Community, and Xiaojian Zhao's Remaking Chinese America: Immigration, Family, and Community, 1940-1965. Based on both English- and Chinese-language sources, the authors of these four books explore migration processes and the social origins of Chinese (...) immigrants from an international perspective and they reinterpret the cultural values of immigrants as fundamentally open, engaged, and cosmopolitan. Moreover, they characterize the Chinese American community as a dynamic, fluid, and flexible global network and place Chinese America in a larger historical context beyond that of a single nation. They have seriously challenged the American-centered and nation-based research paradigm and promoted a more transnational, transcultural, and multilingual approach to the history of Asian American experience. (shrink)

殷海光―― 臺灣自由主義的奠基者與啟迪者 他用他的筆，對抗一整個時代的黑暗； 更用他的生命，為知識分子留下最鮮明的形象。 臺大版《殷海光全集》蒐羅殷海光先生所有中英文著作、文章、譯作、書序、隨筆、書信，是殷先生所撰文字最完整的紀錄。殷海光畢生筆耕不輟，或以筆言志，或藉紙抒懷，他的眾多文字遺產，既是自身思想言行的展現，也是 後人理解探討他的生命思想的最主要依據。 正因為殷海光先生的撰述繁多，清查檢索，好似永無止境的學術工程。機緣巧合，編者從各種管道陸續發現殷海光的著述，尚未匯編，故特編印《殷海光全集‧補遺》，以彌補前此的闕失，履踐讓臺大版《殷海光全集》總匯殷海 光之一切著述的期望。我們更誠懇希望，學界方家繼續提供助力，讓臺大版《殷海光全集》愈趨理想之境。 本書分為三部分： 第一部分「補遺」。收錄新始發現之殷海光先生著作，包括十五篇中文著作、兩篇英文著作及三封殷海光致夏君璐之書信；整理編輯之原則，率皆依循前例。 第二部分「殷海光先生著述目錄」。依初次發表年排序，編錄殷海光先生生平著作。發表時間相同者，依文章篇名筆畫順序排列；僅知發表年代、未知月日者，置於該年最末；僅知發表年月、未知日者，置於該年該月最末；撰作 時間不詳者，置於本篇最末。 第三部分「《殷海光全集》簡目」。依序展列臺大版《殷海光全集》各卷目錄，以便查詢對照。.

Calibration errors are inevitable and should not be ignored during the estimation of item parameters. Items with calibration error can affect the measurement results of tests. One of the purposes of the current study is to investigate the impacts of the calibration errors during the estimation of item parameters on the measurement accuracy, average test length, and test efficiency for variable-length cognitive diagnostic computerized adaptive testing. The other purpose is to examine the methods for reducing the adverse effects of calibration (...) errors. Simulation results show that calibration error has negative effect on the measurement accuracy for the deterministic input, noisy “and” gate model, and the reduced reparameterized unified model; the average test lengths is shorter, and the test efficiency is overestimated for items with calibration errors; the compensatory reparameterized unified model is less affected by the calibration errors, and the classification accuracy, average test length, and test efficiency are slightly stable in the CRUM framework; methods such as improving the quality of items, using large calibration sample to calibrate the parameters of items, as well as using cross-validation method can reduce the adverse effects of calibration errors on CD-CAT. (shrink)

This study investigates the antecedents and mechanisms of consumers’ adoption of a public bicycle-sharing scheme as a form of shared sustainable consumption. Drawing on marketing ethics and sustainability literature, it argues that cultural and consumption values drive or deter the adoption of PBSS through the mediating mechanism of ethical evaluation. This study tests its hypotheses using a sample of 755 consumers from one of the largest PBSS programs in China. The results confirm the significance of collectivism, man–nature orientation, materialism, and (...) face-consciousness as key determinants of the adoption of PBSS. Interestingly, these values play mixed roles in influencing PBSS adoption. It also finds that such values and beliefs need to be effectively translated into ethical evaluations of PBSS adoption, and need to be addressed in the specific social context. Thus, ethical evaluation constitutes a cognitive strategy that allows consumers to justify and defend their adoption of sustainability practices. The results suggest that a desirable sustainability program needs to not only cater to the cultural and psychological motivations of consumers, but also reflect the social norms and social context in which the sustainability practices and consumers are embedded. (shrink)

di 1 juan. Zheng lun pian -- di 2 juan. Zhe xue pian -- di 3juan. Wen hua pian -- di 4 juan. Shu xin yu sui bi pian.

本书包含了英美基本逻辑教程中应该包含的全部题材,用对话的形式对逻辑的应用、纯逻辑的训练等方面的问题进行了讲解。.

The spatial organization of the genome is intimately linked to its biological function, yet our understanding of higher order genomic structure is coarse, fragmented and incomplete. In the nucleus of eukaryotic cells, interphase chromosomes occupy distinct.

This study develops an internal–external institutional framework that explains why firms act in socially responsible ways in the emerging country context of China. Utilizing a mixed method of in-depth interviews and a survey study of 225 Chinese firms, the author found that internal institutional factors, including ethical corporate culture and top management commitment, and external institutional factors, including globalization pressure, political embeddedness, and normative social pressure, will affect the likelihood of firms to act in socially responsible ways. In particular, implicit (...) ethical corporate culture plays a key role in predicting different aspects of corporate social responsibility, while external institutional mechanisms mainly predict market-oriented CSR initiatives. This study contributes to the research on CSR antecedents by showing that in the emerging economy of China, CSR toward nonmarket stakeholders is more closely intertwined with corporate tradition and values, while legitimacy-seeking CSR activities are still limitedly rewarded. (shrink)

殷海光向被公認為台灣自由主義知識人的典範。他以繼承與宏揚「五四」思想文化遺產為志業，提筆為劍，投注心力於鼓吹民主自由的實踐路向，對黨國威權體制製造的愚昧與壓迫，始終長鳴異議，非僅激盪人心，更可啟人深思 。 本書以殷海光闡釋自由主義理念的思想關懷為主題，以仍具現實意義並能激發讀者思考的原著為原則，收錄其著述精華十五篇，匯為一帙。編者潘光哲於每篇選文設計了「解題」與「延伸閱讀」兩個單元：前者摘述各文論說主旨 、解釋其時代或思想脈絡，期可有助於讀者掌握殷海光的論說要旨與背景；後者舉列相關主題的殷海光原著及研究成果，以便讀者按圖索驥，追查考究。本書並選刊相關圖片，以文圖並茂的方式，增加閱讀的興趣。初次「接觸」 、「閱讀」殷海光的讀者，本書應是打開殷海光的思想世界的第一扇窗。.

While business ethics has generated a great deal of research internationally over the last few decades, academic reviews of the business ethics literature remain limited. Moreover, there has been little attempt to date to analyze this literature specifically in the Greater China region, which has been experiencing rapid socioeconomic growth and dynamic evolution of business ethics in recent decades. This paper addresses this research gap by undertaking a comprehensive and critical appraisal of the business ethics literature on Greater China. In (...) particular, it maps out the existing research findings, identifies limitations in methodology, and suggests future directions for business ethics research in this region. The findings indicate that the scholarly interests cover 24 research themes, including corporate social responsibility and social performance; ethical beliefs, judgment, values, decision-making, and culture; workplace ethics and behavior; marketing ethics and consumer behavior; and sustainability. This review reveals a growing imbalance between empirical and conceptual/theoretical studies on business ethics. In addition, the published works covered in this review heavily rely on survey method and convenience sampling, with a predominant focus on a single individual level of analysis. Importantly, this study identifies four directions for future research: contextualized theoretical development, addressing multilevel research, developing research design tailored to the Chinese context, and ensuring more diversified and rigorous data collection. (shrink)

In recent years, alternative teacher preparation programmes are globally emerging to address teacher quality in ‘hard-to-staff’ schools. These programmes commonly attract graduates from prestigious...

The first two steps of the construction of motivic integration in the fundamental work of Hrushovski and Kazhdan [8] have been presented in Yin [12]. In this paper we present the final third step. As in Yin [12], we limit our attention to the theory of algebraically closed valued fields of pure characteristic 0 expanded by a -generated substructure S in the language . A canonical description of the kernel of the homomorphism is obtained.

We construct Hrushovski–Kazhdan style motivic integration in certain expansions of ACVF. Such an expansion is typically obtained by adding a full section or a cross-section from the RV-sort into the VF-sort and some extra structure in the RV-sort. The construction of integration, that is, the inverse of the lifting map , is rather straightforward. What is a bit surprising is that the kernel of is still generated by one element, exactly as in the case of integration in ACVF. The overall (...) construction is more or less parallel to the main construction of Hrushovski and Kazhdan , as presented in Yin and Yin . As an application, we show uniform rationality of Igusa zeta functions for non-archimedean local fields with unbounded ramification degrees. (shrink)

We find that agency problems are embedded in firm's excess and abnormal equity investments that are mainly dictated by controlling shareholder's motives and ethical choices manifested in ownership and board structure. The excess equity investment is gauged with respect to industry average. The abnormal equity investment is specifically referred to the number of nominal investment companies that are fully controlled by the controlling owners while subject to little governance. Our empirical evidences of 345 Taiwanese non-financial listed firms show that firm's (...) excess and abnormal equity investments are negatively correlated with controlling shareholder's cash flow rights while are positively correlated with the control-cash flow deviation, and board affiliation. The results are supportive of the positive incentive hypothesis and the negative entrenchment hypothesis put forth by La Porta et al. (2002, Journal of Finance 57, 1147-1171) and Claessen et al. (2002, Journal of Finance 57, 2741-2742). The negative relation between equity investment and firm's value further supports the agency postulation that corporate excess and abnormal equity investments represent a leeway for controlling shareholder to exploit wealth of minority shareholders. This study potentially contributes to the literature of business ethics by portraying an empirically testable linkage from controlling owner's ethical choices to his actions and therefore firm's value. (shrink)

Projections regarding future energy consumption and carbon emissions are crucial when the aim is to design policy for global emissions control. What is the different models’ take on the projections for global emissions and, in particular, China’s role in the global picture? Do they anticipate similar results? If not, why are the results different? What key parameters do they use, and how do they affect the final findings? This Article attempts to answer these questions and, starting from there, to further (...) analyze what it means for the challenge of China’s future emissions reduction potential and for the overall goal of global emissions reduction. (shrink)

Distinct from nominal metaphors, predicate metaphors entail metaphorical abstraction from concrete verbs, which generally involve more action and stronger motor simulation than nouns. It remains unclear whether and how the concrete, embodied aspects of verbs are connected with abstract, disembodied thinking in the brains of L2 learners. Since English predicate metaphors are unfamiliar to Chinese L2 learners, the study of embodiment effect on English predicate metaphor processing may provide new evidence for embodied cognition and categorization models that remain controversial, and (...) offer practical insights into L2 metaphor processing and pedagogy. Hence, we aim to investigate whether the embodiment of verbs, via the activation of sensorimotor information, influences two groups of L2 learners during their comprehension of conventional and novel predicate metaphors. The results show a significant effect of embodiment: a stronger facilitation for novel predicate metaphors in both higher-level and lower-level groups, and a weaker facilitation for conventional predicate metaphors in the lower-level group. The findings demonstrate preliminary evidence for a graded effect of embodiment on predicate metaphors processing, modulated by L2 proficiency and metaphor novelty. The study supports a hybrid view of embodied cognition and reveals that sensorimotor aspects of verbs may be the intermediate entity involved in the indirect categorization. (shrink)

We introduce a two-valued and a three-valued truth-valuational substitutional semantics for the Quantified Argument Calculus (Quarc). We then prove that the 2-valid arguments are identical to the 3-valid ones with strict-to-tolerant validity. Next, we introduce a Lemmon-style Natural Deduction system and prove the completeness of Quarc on both two- and three-valued versions, adapting Lindenbaum’s Lemma to truth-valuational semantics. We proceed to investigate the relations of three-valued Quarc and the Predicate Calculus (PC). Adding a logical predicate T to Quarc, true of (...) all singular arguments, allows us to represent PC quantification in Quarc and translate PC into Quarc, preserving validity. Introducing a weak existential quantifier into PC allows us to translate Quarc into PC, also preserving validity. However, unlike the translated systems, neither extended system can have a sound and complete proof system with Cut, supporting the claim that these are basically different calculi. (shrink)

An increasing body of institutional research has examined organizations’ response to conflicting institutional logics, but few studies have looked into how cross-sector organizational actors experiencing institutional complexity strategize their response mechanisms to create value in the context of corporate social responsibility (CSR). We conduct a comparative case study of nine social partnerships between multinational companies (MNCs) and nonprofits in China. We identify a partnership logic among the value-creating partnerships where partners guided by an either/and mindset take joint ownership of the (...) social or sustainability issue/cause and integrate it into their core set of activities and goals. By contrast, the less successful partnerships guided by an either/or mindset pursue a substitution logic in which the issue and project are kept separate and marginalized from core activities and goals. We contribute to an understanding of the value creation of cross-sector social partnerships by revealing the institutional embeddedness of such partnerships and deriving a process model of collaborative value creation through institutional works in social partnerships. (shrink)