Fourteen subjects were tape‐recorded while they undertook to find a law to summarize numerical data they were given. The source of the data was not identified, nor were the variables labeled semantically. Unknown to the subjects, the data were measurements of the distances of the planets from the sun and the periods of their revolutions about it—equivalent to the data used by Johannes Kepler to discover his third law of planetary motion.Four of the 14 subjects discovered the same law as (...) Kepler did (the period varies as the 3/2 power of the distance), and a fifth came very close to the answer. The subiects' protocols provide a detailed picture of the problem‐solving searches they engaged in, which were mainly, but not exclusively, in the space of possible functions for fitting the data, and provide explanations as to why some succeeded and the others failed.The search heuristics used by the subjects are similar to those embodied in the BACON program, computer simulation of certain scientific discovery processes. The experiment demonstrates the feasibility of examining some of the processes of scientific discovery by recreating, in the laboratory, discovery situations of substantial historical relevance. It demonstrates also, that under conditions rather similar to those of the original discoverer, a law can be rediscovered by persons of ordinary intelligence (i.e., the intelligence needed for academic success in a good university). The data for the successful subjects reveal no “creative” processes in this kind of a discovery situation different from those that are regularly observed in all kinds of problem‐solving settings. (shrink)

Students and teachers of Chinese history and philosophy will not want to miss Daniel Gardner's accessible translation of the teachings of Chu Hsi —a luminary of the Confucian tradition who dominated Chinese intellectual life for centuries. Homing in on a primary concern of our own time, Gardner focuses on Chu Hsi's passionate interest in education and its importance to individual development. For hundreds of years, every literate person in China was familiar with Chu Hsi's teachings. They informed the curricula of (...) private academies and public schools and became the basis of the state's prestigious civil service examinations. Nor was Chu's influence limited to China. In Korea and Japan as well, his teachings defined the terms of scholarly debate and served as the foundation for state ideology. Chu Hsi was convinced that through education anyone could learn to be fully moral and thus travel the road to sagehood. Throughout his life, he struggled with the philosophical questions underlying education: What should people learn? How should they go about learning? What enables them to learn? What are the aims and the effects of learning? Part One of _Learning to Be a Sage_ examines Chu Hsi's views on learning and how he arrived at them. Part Two presents a translation of the chapters devoted to learning in the _Conversations of Master Chu_. (shrink)

Evidences are important proofs to support judicial trials. Automatically extracting evidences from judgement documents can be used to assess the trial quality and support “Intelligent Court”. Current evidence extraction is primarily depended on sequence labelling models. Despite their success, they can only assign a label to a token, which is difficult to recognize nested evidence entities in judgment documents, where a token may belong to several evidences at the same time. In this paper, we present a novel evidence extraction architecture (...) called ATT-MRC, in which extracting evidence entities is formalized as a question answer problem, where all evidence spans are screened out as possible correct answers. Furthermore, to address the data imbalance problem in the judgement documents, we revised the loss function and combined it with a data enhancement technique. Experimental results demonstrate that our model has better performance than related works in evidence extraction. (shrink)

Traditional research on emotion-face processing has primarily focused on the expression of basic emotions using adult emotional face stimuli. Stimulus sets featuring child faces or emotions other than basic emotions are rare. The current study describes the acquisition and evaluation of the Qingdao Preschooler Facial Expression set, a facial stimulus set with images featuring 54 Chinese preschoolers’ emotion expressions. The set includes 712 standardized color photographs of six basic emotions, five discrete positive emotions, and a neutral expression. The validity of (...) the pictures was examined based on 43 adult raters’ online evaluation, including agreement between designated emotions and raters’ labels, as well as intensity and representativeness scores. Overall, these data should contribute to the developmental and cross-cultural research on children’s emotion expressions and provide insights for future research on positive emotions. (shrink)

Augmented reality-based brain–computer interface (AR–BCI) has a low signal-to-noise ratio (SNR) and high real-time requirements. Classical machine learning algorithms that improve the recognition accuracy through multiple averaging significantly affect the information transfer rate (ITR) of the AR–SSVEP system. In this study, a fast recognition method based on a separable convolutional neural network (SepCNN) was developed for an AR-based P300 component (AR–P300). SepCNN achieved single extraction of AR–P300 features and improved the recognition speed. A nine-target AR–P300 single-stimulus paradigm was designed to (...) be administered with AR holographic glasses to verify the effectiveness of SepCNN. Compared with four classical algorithms, SepCNN significantly improved the average target recognition accuracy (81.1%) and information transmission rate (57.90 bits/min) of AR–P300 single extraction. SepCNN with single extraction also attained better results than classical algorithms with multiple averaging. (shrink)

"Whenever one intends to overturn a political power, one must first create a general view and begin working from an ideological basis. The revolutionaries are like this. The counterrevolutionaries are also like this." [1] During the Spring and Autumn period and the Warring States period, the Legalists, who represented the newly rising landlord class, and the Confucianists, who represented the slave-owning class, engaged in an intense ideological struggle around the central issue of seizing or opposing the seizure of power, restoring (...) or opposing the restoration of the ancient ways. The field of the study of history, which is an organic part of ideology, became an important line of struggle for the Confucianists and the Legalists. (shrink)

The picture-word interference paradigm has been used to investigate the time course of processes involved in word retrieval, but is challenging to implement online due to dependence on measurements of vocal reaction time. We performed a series of four experiments to examine picture-word interference and facilitation effects in a form of covert picture naming, with and without gamification. A target picture was accompanied by an audio word distractor that was either unrelated, phonologically-related, associatively-related, or categorically-related to the picture. Participants were (...) instructed to judge whether the name of the target picture ended in the phoneme assigned to the block by pressing corresponding keys as quickly and accurately as possible. Experiments 1 and 2 successfully replicated categorical interference and phonological facilitation effects at different optimal stimulus-onset-asynchronies between words and pictures. Experiment 3 demonstrated that a key gamification feature motivated faster speed at the expense of accuracy in the gamified vs. experimental format of the task. Experiment 4 adopted the optimal SOAs and verified that the gamification reveals expected interference and facilitation effects despite the speed-accuracy tradeoff. These studies confirmed that categorical interference occurs earlier than phonological facilitation, while both processes are independent from articulation and inherent to word retrieval itself. The covert PWI paradigm and its gamification have methodological value for neuroimaging studies in which articulatory artifacts obscure word retrieval processes, and may be developed into potential online word-finding assessments that can reveal word retrieval difficulties with greater sensitivity. (shrink)

近年來關於賽伯格與後人類主義的論述在西方世界方興未艾，論者紛紛從科學、醫學、宗教、哲學、倫理學、社會學、文學與文化研究等各個不同面向思考人們正在經歷的後人類世界。但對一般中文讀者而言，這兩個新詞彙所指 涉的意義仍相當模糊。本書收錄了國內外關於賽伯格與後人類主義的重要論文，嘗試探討人與科技、身體與環境、精神與物質兩者界線逐漸消弭的後人類社會裡的危機與轉機。本書討論之內容相當廣泛，除了探討大眾文化所透露 出的哲學內涵，也從生態文學談到科幻小說，本身即為一部賽伯格文本，不但充斥著許多有意思的矛盾或裂縫，也跨越了各個不同的學門界線，多元豐富的內容相信能夠給予中文讀者提供一個從文學、文化研究角度思索賽伯格與 後人類的獨特視野。.

This study aims to explore the role of informal leader–member interactions in managing counterproductive work behavior in a non-Western context. We propose that under the Chinese background, guanxi with supervisor increases employees’ job satisfaction, which further reduces their CWB. Partial least square structural equation modeling with a sample of 272 Chinese employees confirms this mediating effect of job satisfaction. However, we also find that job satisfaction passes the effect of guanxi with supervisor on to CWB targeting people, but not to (...) CWB targeting the organization. Implications for research on CWB and guanxi with supervisor are discussed. (shrink)

Specific extracellular interaction between glycophosphatidylinositol (GPI)‐anchored proteins and adhesion G protein‐coupled receptors (aGPCRs) plays an important role in unique biological functions. GPI‐anchored proteins are derived from a novel post‐translational modification of single‐span membrane molecules, while aGPCRs are bona fide seven‐span transmembrane proteins with a long extracellular domain. Although various members of the two structurally‐distinct protein families are known to be involved in a wide range of biological processes, many remain as orphans. Interestingly, accumulating evidence has pointed to a complex interaction (...) and functional synergy between these two protein families. I discuss herein current understanding of specific functional partnerships between GPI‐anchored proteins and aGPCRs. (shrink)

Despite the growing number of studies on supervisor–subordinate guanxi in Chinese society, there is a paucity of research on its antecedents. The purpose of this study was to determine Chinese people’s motives for building supervisor–subordinate guanxi. We interviewed 60 Chinese employees and found evidence that most of the respondents attached importance to building supervisor–subordinate guanxi. Their motives for building this guanxi spanned a wide range of issues, from personal benefits to other-oriented and organizational concerns. From the data we collected, we (...) developed a preliminary model of the decision to build supervisor–subordinate guanxi. (shrink)

I am a worker. Not long ago I began to study Marxism-Leninism and Chairman Mao's works. In order to meet my needs in study and to follow lectures, I read several articles carried in Philosophical Research. I think I have been somewhat enlightened with regard to philosophy. Several articles on the identity between thinking and existence were carried in the latest issues of this journal. Issues Nos. 4 and 5 carried Comrade Chiang Li-ch'ün's article "Is There Identity Between Erroneous Thinking (...) and Existence?" After reading this article, I remembered many past events in work and production activity and then formed my views on this subject. Now I place my views before my comrades. As my cultural level is low, my views may be erroneous. I hope that they will spare no criticism of my views. In the following paragraphs I will take issue with Comrade Chiang Li-ch'ün primarily on the question of whether there is identity between erroneous thinking and existence. (shrink)

This essay examines constructions of deafness in medieval culture, exploring how deaf experience disrupts authoritative discourses in three textual genres: medical treatise, literary fiction, and autobiographical writing. Medical manuals often present deafness as a physical defect, yet they also suggest how social conditions for deaf people can be transformed in lieu of treatment protocols. Fictional narratives tend to associate deafness with sin or social stigma, but they can also imagine deaf experience with a remarkable degree of sympathy and nuance. Autobiographical (...) writing by deaf authors most vividly challenges diagnostic models of disability, exploring generative forms of perception that deafness can foster. In tracing the disruptive force that deaf experience exerts on perceived notions of textual authority, this essay reveals how medieval culture critiqued the diagnostic power of medical practitioners. Deafness does not simply function as a symptom of an individual problem or a metaphor for a spiritual or social condition; rather, deafness is a transformative capacity affording new modes of knowing self and other. (shrink)

This article investigates the potential of fMRI to test assumptions about different components in models of complex cognitive tasks. If the components of a model can be associated with specific brain regions, one can make predictions for the temporal course of the BOLD response in these regions. An event‐locked procedure is described for dealing with temporal variability and bringing model runs and individual data trials into alignment. Statistical methods for testing the model are described that deal with the scan‐to‐scan correlations (...) in the errors of measurement of the BOLD signal. This approach is illustrated using a “sacrificial” ACT‐R model that involves mapping 6 modules onto 6 brain regions in an experiment from Ravizza, Anderson, and Carter (in press) concerned with equation solving. The model's visual encoding predicted the BOLD response in the fusiform gyrus, its controlled retrieval predicted the BOLD response in the lateral inferior prefrontal cortex, and its subgoal setting predicted the BOLD response in the anterior cingulate cortex. On the other hand, its motor programming failed to predict anticipatory activation in the motor cortex, its representational changes failed to predicted the pattern of activity in the posterior parietal cortex, and its procedural component failed to predict an initial spike in caudate. The results illustrate the power of such data to direct the development of a theory of complex problem solving, both at the level of a specific task model as well as at the level of the cognitive architecture. (shrink)

ABSTRACTFilm clips are widely used in emotion research due to their relatively high ecological validity. Although researchers have established various film clip sets for different cultures, the few that exist related to Chinese culture do not adequately address positive emotions. The main purposes of the present study were to establish a standardised database of Chinese emotional film clips that could elicit more categories of reported positive emotions compared to the existing databases and to expand the available film clips that can (...) be used as neutral materials. Two experiments were conducted to construct the database. In experiment 1, 111 film clips were selected from more than one thousand Chinese movies for preliminary screening. After 315 participants viewed and evaluated these film clips, 39 excerpts were selected for further validation. In experiment 2, 147 participants watched and rated these 39 film clips, as well as another 8 excerpts chosen from the existing databases, to compare their validit... (shrink)