In The Philosophy of Change, the distinguished scholar of Chinese philosophy Chung-ying Cheng advances our understanding of the Yijing by analyzing its philosophy in comparison to Western philosophical traditions. Cheng focuses on critically comparing philosophies of science, religion, and metaphysics in Leibniz, Whitehead, Neville, and Cobb alongside classical Chinese views on reality, divinity, knowledge, and morality. The book begins and ends with questions related to the character of Chinese metaphysical traditions, which contrast with the mainline metaphysical traditions found (...) in Western Europe and North America. Cheng argues throughout the book that the philosophical underpinnings of basic concepts in Chinese culture are ultimately rooted in key claims found within the Yijing 易經 and one of its standard commentaries, the Yizhuan 易傳. The book serves as a complementary volume to the author's previous book, The Primary Way: Philosophy of the Yijing, which lays out a comprehensive and systematic philosophy based on the symbolism and text of the classical document and its traditional commentaries. (shrink)

Genre has been a critical issue in discourse analysis as well as in other disciplines. Based on a literature review of the concept of genre and taking judgments as one type of genre in legal settings, the present study provides a corpus-based insight into the nature of genre. The literature review per se reveals that genre has one typical feature of a sign, that is, being subject to multiple and alternative interpretations; in other words, genre as a sign may have (...) various interpretants. The present study unravels the actual generic structures, distinguishes different types of generic structures within the given genre, and then defines the dominant generic structure of judgments in Hong Kong, Taiwan, and Mainland China. This study also examines and contrasts the generic structure potential of judgments in each jurisdiction. In addition, the variation of Mainland China's judgments over time is briefly discussed. Comparing the generic structures of judgments among the three jurisdictions, as well as the structures of judgments in Mainland China over time, the paper argues that genre also has the essential features of a sign, that is, the characteristics of temporality and spatiality. (shrink)

The aim of this paper is to resolve the tension between Kant’s doctrine of the highest good and his entire philosophical system. The concept of the highest good is the first major ambiguity of the doctrine. There are three pairs of ambiguities: immanent-transcendent; justice-perfection; and individual-community. They are able to form eight combinations. Corresponding to the various combinations and conceptions of the highest good, interpreters also conceive different reasons for the necessity of the doctrine as well as various conditions of (...) its applicability. For example, some emphasize its religious dimension, whereas others understand it in the political sense. In this paper, I adopt a different approach in understanding the highest good’s systematic meaning as the moral confirmation, and suggest that only a transcendent, perfect and communal concept of the highest good can provide the most consistent doctrine. Additionally, it explains the importance of the different branches (such as philosophies of religion and of politics) of Kant’s system. (shrink)

Anti-intellectualists in epistemology argue for the thesis that knowing-how is not a species of knowing-that, and most of them tend to avoid any use of the notion “knowing-that” in their explanation of intelligent action on pain of inconsistency. Intellectualists tend to disprove anti-intellectualism by showing that the residues of knowing-that remain in the anti-intellectualist explanation of intelligent action. Outside the field of epistemology, some philosophers who try to highlight the nature of their explanation of intelligent action in certain fields, such (...) as ethics, tend to classify themselves as intellectualist simply because they appeal to the notion of knowing-that in their explanation. In a word, the idea of knowing-that is harmful to the anti-intellectualist explanation of intelligent action, whether from an insider or outsider perspective. In this paper, I argue that these tendencies are unjustified because they are based on an unclear conception of anti-intellectualism. I shall use Gilbert Ryle’s anti-intellectualism as a paradigm with which to describe anti-intellectualism and to illustrate why the notion of knowing-that is not harmful to but is, on the contrary, beneficial to the anti-intellectualist explanation of intelligent action. If my explication of Ryle’s anti-intellectualism is correct, then most anti-intellectualists in the literature blindly worry about the notion of knowing-that, most intellectualists fire into the wrong flock, and some philosophers outside epistemology mischaracterize their own position. (shrink)

Knowing-how is currently a hot topic in epistemology. But what is the proper subject matter of a study of knowing-how and in what sense can such a study be regarded as epistemological? The aim of this paper is to answer such metaepistemological questions. This paper offers a metaepistemology of knowing-how, including considerations of the subject matter, task, and nature of the epistemology of knowing-how. I will achieve this aim, first, by distinguishing varieties of knowing-how and, second, by introducing and elaborating (...) the concept of hybrid knowing-how, which entails a combination of a ground-level ability and a meta-level perspective on that ability. The stance I wish to advocate is that the epistemology of knowing-how is a normative discipline whose main task is to study the nature and value of human practical intelligence required to do things in a particular manner. (shrink)

In “Knowing How”, Jason Stanley and Timothy Williamson (2001) propose an intellectualist account of knowledge-how, according to which all knowledge-how is a type of propositional knowledge about ways to act. In this article, I examine this intellectualist account by applying it to the epistemology of language. I argue that (a) Stanley and Williamson mischaracterize the concept of knowledge-how in the epistemology of language, and (b) intellectualism about knowledge of language fails in its explanatory task. One lesson that can be drawn (...) from this case study is that Stanley and Williamson's intellectualism is limited in its explanatory scope and power insofar as it cannot explain the knowledge of language, which is usually conceived as knowledge-how and as non-propositional in character. Their intellectualist claim that all knowledge-how is knowledge-that should be withdrawn. (shrink)

Tennis champion Maria Sharapova has a habit of grunting when she plays on the court. Assume that she also has a habit of hitting the ball in a certain way in a certain situation. The habit of on-court grunting might be bad, but can the habit of hitting the ball in a certain way in a certain situation be classified as intelligent? The fundamental questions here are as follows: What is habit? What is the relation between habit and skill? Is (...) there such a thing as intelligent habit? In this paper I expound the nature of habit by developing and defending a Rylean conception of habit, according to which an acquired disposition is a habit if and only if the manifestation of the disposition is repeated, automatic, and uniform. One implication of this conception is that there is no such thing as intelligent habit. A practical application in athletic expertise is that sport coaches can help athletes go beyond repeated, automatic, and uniform dispositions in sport. (shrink)

Humans and other animals perceive with many different sensory modalities, includ- ing olfaction, touch, audition, vision, echolocation, proprioception, gustation, and some other senses, depending on different criteria and definitions. Given its broad range, it is not possible to give a comprehensive overview of all of the philosophi- cal, psychological, and neuroscientific studies about perception in one chapter, so what will be offered here is quite selective. In the introduction, we will discuss basic concepts such as figure-ground segregation and scene analysis. (...) Section 1.1 provides a historical overview of psychological theories of perception since the late 19th century. Section 1.2 discusses the information-processing approach and hierarchical explanations, while section 1.3 looks into the historical development of philosophical studies of perception. Sections 2.1–2.3 introduce contemporary issues, and 3.1–3.3 provide future directions. (shrink)

One of the main challenges in the philosophy of language is determining the form of knowledge of the rules of language. Michael Dummett has put forth the view that knowledge of the rules of language is a kind of implicit knowledge; some philosophers have mistakenly conceived of this type of knowledge as a kind of knowledge-that . In a recent paper in this journal, Patricia Hanna argues against Dummett’s knowledge-that view and proposes instead a knowledge-how view in which knowledge of (...) the rules of language is a kind of practical knowledge, like an agent’s non-propositional knowledge of counting. In this paper I argue, first, that Hanna misunderstands Dummett’s conception of knowledge of linguistic rules, and, second, that Dummett’s considerations of practical knowledge of language pose a problem for Hanna’s knowledge-how view. At the end of the paper, I briefly sketch an account of practical knowledge of language that meets the requirements set by Dummett. (shrink)

The Turing degrees of infinite levels of the Ershov hierarchy were studied by Liu and Peng [8]. In this paper, we continue the study of Turing degrees of infinite levels and lift the study of density property to the levels beyond ω2. In doing so, we rely on notations with some nice properties. We introduce the concept of normalizing notations and generate normalizing notations for higher levels. The generalizations of the weak density theorem and the nondensity theorem are proved for (...) higher levels in the Ershov hierarchy. Furthermore, we also investigate the minimal degrees in the infinite levels of the Ershov hierarchy. (shrink)

In his famous argument for the unreality of time, McTaggart claims that i) being past, being present, and being future are incompatible properties of an event, yet ii) every event admits all these three properties. In this paper, I examine two key concepts involved in the formulation of i) and ii), namely that of “validity” and that of “contradiction”, and for each concept I distinguish a static version and a dynamic version of it. I then arrive at three different ways (...) of formulating McTaggart’s claims that avoid the notorious McTaggart’s Paradox. So long as we demand that McTaggart make clear use/mention and token/type distinctions in his claims, we shall find that it is indeed very difficult for him to get a genuine contradiction from i) and ii). (shrink)

In the Xici Commentary on the Zhouyi, we witness the emergence of the two basic concepts characterizing the ultimate reality of human experience. These two basic concepts are, respectively, that of the great ultimate (taiji) and that of the way (dao). Both concepts are derived from human experience of the formation and transformation of things in nature, which are referred to as “bianyi” or ”bianhua” (change).

The concept of rectifying names [cheng-ming] is a familiar one in the Confucian Analects. It occupies an important, if not central, position in the political philosophy of Confucius. Since, according to Confucius, the rectification of names is the basis of the establishment of social harmony and political order, one might suspect that later political theories of Confucian-ists should be traced back to the Confucian doctrine of rectifying names. It need not be added that the theory of rectifying names, as (...) developed by Hsün Tzu in the third century B. C., served the double purpose of strengthening his political doctrine of government on the one hand and repudiating doctrines of names on the other. (shrink)

Mental timing studies may be influenced by powerful cognitive illusions that can produce an asymmetry in their rate of progress relative to neuronal timing studies. Both types of timing research are also governed by a temporal asymmetry, expressed by the fact that the direction of causation must follow time's arrow. Here we refresh our earlier suggestion that the temporal asymmetry offers promise as a means of timing mental activities. We update our earlier analysis of Libet's data within this framework. Then (...) we consider the surprises which often occur on those rare occasions when neural timing experiments parallel mental timing work exactly. Together, these surprises and asymmetries prescribe a relentlessly meticulous and fully transparent exposition of timing methods, terms, and concepts which shuns plausible narratives, even when buttressed by rigorous formal models, unless guided by apposite empirical evidence. (shrink)

This thesis addresses one of the central questions in political philosophy, the question of political obligation why people have a duty to support the political institutions of their countries. The traditional and dominant answer to this question is voluntarism, which claims that people have such a duty because they have consented to the ruling of their states. The thesis systematically refutes this voluntarist approach, criticizes some of today's leading non-voluntarist alternatives to the voluntarist one, and advances a new way of (...) looking at the problem, which is derived from a transcendental argument. (shrink)

To avoid the one-sidedness and abuse of the rule of xieju 絜矩, Zhang Taiyan 章太炎 redefines zhong-shu 忠恕, the Confucian golden rule, as two separate yet complementary principles, the idea of which is most manifestly drawn from Zhuangzi’s 莊子 “Qiwulun 齊物論”. Zhang’s association of zhong-shu and qiwu 齊物 is based upon his vision of equality premised on recognition of and respect for differences. In Zhang’s reading of the Zhuangzi in light of Yogācāra, the crucial “concept matching” is the explanation of (...) cheng xin 成心 as seeds in the ālaya consciousness. Cheng xin in this sense not only refers to the natural pattern of things and so is the basis for inference and deduction, but also serves as the means to deal with the diversity of opinions. In moral practice, Zhang proposes the liang xing 兩行 approach of his qiwu philosophy: to recognize the equal worth of all beings on one hand, and to take the particular characteristics and desires of individuals into account on the other. Thus, it requires the dual practice of zhong and shu: to acquire firsthand observation through personal experience, and to imagine oneself in the position of the other. (shrink)

Mathematics is an important foundation for the development of science education. In the past, when instructors taught mathematical concepts of geometry shapes, they usually used traditional textbooks and aids to conduct teaching activities, which resulted in students not being able to understand the principles completely. Nowadays, it has become a trend to integrate emerging technologies into mathematics courses and to use digital instructional aids. Emerging technologies can effectively enhance students’ sensory experience while strengthening their impressions and understandings of subject concepts. (...) In this paper, we apply virtual reality immersive technologies to develop a “virtual reality immersive learning mathematics geometry system,” which is used to teach mathematical geometry concepts. Teachers use the system to develop three basic mathematical geometry learning materials: “Triangular pyramid volume = 1/3 prism volume,” “Cone volume calculation,” and “Triangle center of gravity derivation.” In the experimental activity, the teacher uses virtual reality teaching aids to guide students to learn mathematical geometry concepts in a fun way so that they can achieve the effectiveness of immersive learning. This study explores the impact of using the virtual reality immersive learning mathematics geometry system on students’ technology acceptance, learning motivations, and learning performance. The experimental result showed that using the virtual reality immersive learning mathematics geometry system can improve the learning motivation and learning performance of students. The findings indicated that the experimental group had better learning outcomes after completing the learning tasks of three geometric units. The experimental group used the virtual reality immersive learning mathematics geometry system which can lead to better learning outcomes. According to the ARCS questionnaire, students in the experimental group were confident to understand new subjects. At the same time, the mode of completing the game can effectively give students a sense of accomplishment. The use of emerging technologies in the classroom can be an attractive learning mode for students. (shrink)

Although legal terms are conventionally considered to have self-referential, self-closed meaning independent of context, a legal term only acquires its meaning within a given context. As long as the context varies, the meaning of the same legal term as a signifier may change correspondingly. Based on case studies by applying semiotics, we argue that a legal term is just a sign within its sign system; a legal term as an individual sign does not have any inherent meaning, and its meaning (...) can only exist in the relationship with other signs or sign systems. In other words, a legal term only denotes in a particular temporal and spatial context. Through this study, we conclude four propositions about a legal term as a sign: first, the connection of a legal term with a legal concept is relatively arbitrary; second, the meaning of a legal term exists in a sign system; third, a legal term can be subject to multiple interpretations; fourth, the defining of a legal term may be affected by other sign systems. (shrink)

The distinction between judgments of perception and judgments of experience in Kant’s Prolegomena has long been a controversial issue in Kantian studies. On the one hand, this distinction challenges the close connection between the synthetic unity of self-consciousness and the categories. On the other hand, a distinction between the subjective and the objective is unavoidable in our cognitive life. I will show in this paper that the interpretive difficulties arise from the ambiguity of Kant’s use of the concept of perception (...) and his misleading formulation of the judgments of perception. After clarifying these problems and adopting the regulative use of the concept of the I in Kant’s theory of perception, the place of judgments of perception in his transcendental cognitive theory can be clarified, and the consistency of his system can be observed. (shrink)

In ‘Zones of Indeterminacy: Art, Body and Politics in Daoist Thought’, Peng Yu foregrounds the concept of Xu from Zhuangzi’s philosophical writings, and relates this to questions about the political body. Xu refers to a Daoist notion of ambiguity, though it remains unclear as to how to fully define the term. The article explores its meaning through reference to debates of the body, but also liubai painting, which refers to the idea of ‘leaving blankness’, associated with Chinese ink painting. For (...) Peng Yu, the notion of Xu can help us to consider a ‘politics of indeterminacy’ – a means of redefining the status of subject within power structures, or rather a radical re-articulation of how we refer to power relations in the first place. In this interview, with Sunil Manghani and Cheng-Chu Weng, Peng Yu outlines and elaborates upon the main themes of the article. (shrink)

This paper examines Aristotle’s vocabulary of pain, that is the differences and relations of the concepts of pain expressed by synonyms in the same semantic field. It investigates what is particularly Aristotelian in the selection of the pain-words in comparison with earlier authors and specifies the special semantic scope of each word-cluster. The result not only aims to pin down the exact way these terms converge with and diverge from each other, but also serves as a basis for further understanding (...) Aristotle’s philosophical conception of pain. (shrink)

In order to develop environmental aesthetics, Berleant takes environment as an aesthetic paradigm. His understanding of the nature of environment decides the nature of his aesthetics of engagement, which emphasizes experiential continuity and rejects the separation between subject and object. Based on these ideas, he criticizes Kant’s core idea of disinterestedness in his series of books. Berleant’s environmental aesthetics has a significant impact on ecoaesthetics in China. However, Berleant’s criticism of Kant’s core idea of disinterestedness is a misunderstanding and his (...) conception of environment is not fundamentally sound. The future of ecoaesthetics is taking ecosystem not environment as a new aesthetic paradigm. (shrink)

Gender role congruity theory emphasizes the ubiquity of male-typed leadership schemas as barriers to female leaders’ career development (i.e., descriptive stereotypes); however, the expectation of female leaders’ fulfilling their gender role (i.e., prescriptive stereotypes) has received limited attention. Extending this line of research, we propose the concept of female-typed leadership schemas and suggest that the (mis)match between female CEOs’ gender-stereotyped behavioral differences (agentic vs. communal) and female-typed leadership stereotypes helps explain the prescriptive gender stereotypes that women face in the CEO (...) post-succession stage. Using data from 251 female CEO succession events at publicly listed firms on the Shanghai and Shenzhen Stock Exchanges from 2007 to 2017 in China, we found that the risk-taking behaviors of new female CEOs may lead to a perceived mismatch between prescriptive gender-stereotyped expectations and the actual behaviors of female CEOs as top leaders, increasing their likelihood of being dismissed during the post-succession process. Moreover, gender inequality beliefs in local contexts and adverse selection at the time of succession amplify the gender-stereotyped attribution. This study contributes to the female leadership and ethics literature by developing a comprehensive theoretical framework to test how female-typed leadership stereotypes hinder the career development of women in top executive positions. (shrink)

The concept of rectifying names [cheng-ming] is a familiar one in the Confucian Analects. It occupies an important, if not central, position in the political philosophy of Confucius. Since, according to Confucius, the rectification of names is the basis of the establishment of social harmony and political order, one might suspect that later political theories of Confucian-ists should be traced back to the Confucian doctrine of rectifying names. It need not be added that the theory of rectifying names, as (...) developed by Hsün Tzu in the third century B. C., served the double purpose of strengthening his political doctrine of government on the one hand and repudiating doctrines of names on the other. (shrink)

abstract: Anaxagoras is notorious for his view that every perception is accompanied by pain but that not all concurrent pains are distinctly felt by the perceiving subject. This thesis is reported and criticized by Aristotle's heir Theophrastus in his De Sensibus. Traditionally, scholars believe that Theophrastus rejects Anaxagoras's thesis of the ubiquity of pain as counterintuitive, with the appeal to unfelt pain looking like a desperate category mistake given that pain is nothing but a feeling. Contra the traditional view, this (...) paper argues that Theophrastus neither aims to defend ordinary phenomenology nor is bothered by the concept of unfelt pain; instead, he develops a series of new Aristotelian arguments to defend a controversial, optimistic picture about the distribution of affective qualities in animal life. More than a supplement to Aristotle's psychology, his engagement with Anaxagoras reveals an important yet often ignored ethical concern behind the Peripatetic philosophy of perception. (shrink)

Six characteristics of effective representational systems for conceptual learning in complex domains have been identified. Such representations should: (1) integrate levels of abstraction; (2) combine globally homogeneous with locally heterogeneous representation of concepts; (3) integrate alternative perspectives of the domain; (4) support malleable manipulation of expressions; (5) possess compact procedures; and (6) have uniform procedures. The characteristics were discovered by analysing and evaluating a novel diagrammatic representation that has been invented to support students' comprehension of electricity—AVOW diagrams (Amps, Volts, Ohms, (...) Watts). A task analysis is presented that demonstrates that problem solving using a conventional algebraic approach demands more effort than AVOW diagrams. In an experiment comparing two groups of learners using the alternative approaches, the group using AVOW diagrams learned more than the group using equations and were better able to solve complex transfer problems and questions involving multiple constraints. Analysis of verbal protocols and work scratchings showed that the AVOW diagram group, in contrast to the equations group, acquired a coherently organised network of concepts, learnt effective problem solving procedures, and experienced more positive learning events. The six principles of effective representations were proposed on the basis of these findings. AVOW diagrams are Law Encoding Diagrams, a general class of representations that have been shown to support learning in other scientific domains. (shrink)

With the rapid development of information age, various social groups and corresponding institutions are producing a large amount of information data every day. For such huge data storage and identification, in order to manage such data more efficiently and reasonably, traditional semantic similarity algorithm emerges. However, the accuracy of the traditional semantic similarity algorithm is relatively low, and the convergence of corresponding algorithm is poor. Based on this problem, this paper starts with the conceptual structure of language, analyzes the depth (...) of language structure and the distance between nodes, and analyzes the two levels as the starting point. For the information of a specific data resource description frame type, the weight of interconnected edges is used for impact analysis so as to realize the semantic similarity impact analysis of all information data. Based on the above improvements, this paper also systematically establishes the data information modeling process based on language conceptual structure and establishes the corresponding model. In the experimental part, the improved algorithm is simulated and analyzed. The simulation results show that compared with the traditional algorithm, the algorithm has obvious accuracy improvement. (shrink)

Translation of western philosophical concept into Chinese is often considered to be challenging. This is attributed to both linguistic and cultural differences. This article discusses these challenges under four categories, namely terminology, semantic understanding and context, philosophical disputes, and language reconstruction and combination. For each category, one or two examples are presented to illustrate the challenges. How each of these challenges is resolved is also discussed so as to provide the readers with some guidelines if they encounter similar challenges in (...) their work. (shrink)

In the study of Chinese philosophy, whether looking at its historical development or comparing different schools of one particular period, the question of categories inevitably appears. The question of categories, in simple terms, may be understood as the question of those concepts concerned with basic thinking. Analyzed more closely, the question of Chinese philosophical categories can be divided into the following topics: the types and content of categories; standards for defining categories; the special characteristics of categories; category changes and their (...) functions; comparing categories; and judging categories. (shrink)

In this paper I will investigate Nāgārjuna's approach to the problem of the existence of God. Nāgārjuna lived in the second century A.D. and founded Mādhyamika Buddhism. 1 He is considered to be one of the greatest thinkers of India 2 and his philosophy, ‘the central philosophy of Buddhism’. 3 Although there have been some systematic studies and presentations of Nāgārjuna's writings among Eastern and Western scholars during the past six or seven decades, 4 many aspects of his teachings have (...) not been adequately treated. One of these aspects is his examination of the concept of God or deity. (shrink)

The practice of critical care medicine has long been a difficult task for most critical care physicians in the densely populated city of Hong Kong, where we face limited resources and a limited number of intensive care beds. Our triage decisions are largely based on the potential of functional reversibility of the patients. Provision of graded care beds may help to relieve some of the demands on the intensive care beds. Decisions to forego futile medical treatment are frequently physician-guided family-based (...) decisions, which is quite contrary to the Western focus on patient autonomy. However, as people acquire knowledge about health care and they become more aware of individual rights, our critical care doctors will be able to narrow the gaps between the dif ferent concepts of medical ethics among our professionals as well as in our society. An open and caring attitude from our intensivists will be important in minimizing the cross-cultural conflict on the complex issue of medical futility. (shrink)

The ideas of face consciousness, group conformity, extended family concept, and crisis consciousness in Confucian culture have a subtle and far-reaching impact on housing consumption decision among the Chinese public, forming a housing consumption model of “preferring to own a house rather than rent one.” The poor interaction between the housing rental market and the sales market caused by the shortage of rental demand and irrational purchasing behaviors has led to soaring house prices and imbalance between supply and demand that (...) prevail in major cities in China. To gain a deeper understanding of public cognitive attitude toward decisions on owning and renting a house, this study divided the subjects into high and low impact groups based on the overall Confucian culture and four subdimensions. It attempts to take a cognitive neuroscience approach for assessing public stereotypes of housing consumption decision with different types based on the analysis of event-related potentials. The results are as follows. First, overall, there is an obvious implicit stereotype of renting a house and explicit stereotype of owning a house among the public. Second, ERPs data show that descriptions of renting a house with positive adjectives could evoke more significant N400 responses. In other words, in the heuristic system, the public perceive that renting a house is restrictive, stressful, unhappy, and crisis. Data from subjective reports show that, after processing information in the analytic system, the public tend to think that owning a house is self-contained, restful, warm, and comfortable. Third, a more negative stereotype of renting a house exists in the high Confucian culture influence group Group than in the low Confucian culture influence group Group, and is more inclined to own a home. Fourth, under the Confucian culture sub-dimension, there are differences in housing consumption stereotypes between high and low groups in terms of extended family concept, group conformity, and crisis consciousness. Fifth, the moderating effect analysis found that perceived usefulness, trust in the rental market, and policy perception can be important factors in guiding public housing consumption stereotypes. (shrink)

The purpose of this study was to apply deep learning to music perception education. Music perception therapy for autistic children using gesture interactive robots based on the concept of educational psychology and deep learning technology is proposed. First, the experimental problems are defined and explained based on the relevant theories of pedagogy. Next, gesture interactive robots and music perception education classrooms are studied based on recurrent neural networks. Then, autistic children are treated by music perception, and an electroencephalogram is used (...) to collect the music perception effect and disease diagnosis results of children. Due to significant advantages of signal feature extraction and classification, RNN is used to analyze the EEG of autistic children receiving different music perception treatments to improve classification accuracy. The experimental results are as follows. The analysis of EEG signals proves that different people have different perceptions of music, but this difference fluctuates in a certain range. The classification accuracy of the designed model is about 72–94%, and the average classification accuracy is about 85%. The average accuracy of the model for EEG classification of autistic children is 85%, and that of healthy children is 84%. The test results with similar models also prove the excellent performance of the design model. This exploration provides a reference for applying the artificial intelligence technology in music perception education to diagnose and treat autistic children. (shrink)

Maker education mainly involves “hands-on” as the core concept and combines various educational theories to redefine interactions between learners and teachers in a learning environment. Identification of meaningful “hands-on” behaviors is crucial to evaluate students’ learning performance, although an instructor’s observation of every student is not feasible. However, such observation is possible with the aid of the artificial intelligence image processing technique; the AI learning behavior recognition system can serve as the second eyes of teachers, thus accounting for individual differences. (...) However, in previous studies, learning behavior recognition was applied to the traditional or static classroom. A behavior recognition system for identifying “hands-on” actions in the learning context has still not been developed. Therefore, this study designed a human posture evaluation system, obtained human articulation node information from learning field images, and built a learning behavior recognition model suitable for maker education based on the AI convolutional neural network. A learning behavior model was defined, along with a number of student behavior indexes. Subsequently, the effectiveness of the model and behavior indexes was verified through practical learning activities. The model evaluation results indicated that the proposed model achieved a training accuracy of 0.99 and a model accuracy of 0.83. Thus, the model can be applied to dynamic maker activity learning environments. (shrink)

At present, with the continuous rise in public consumption level, the pressure on college students’ entrepreneurship or employment is increasingly severe. Under the concept of positive psychological intervention, the present work aims to alleviate the entrepreneurial pressure of college students and improve college students’ entrepreneurial education through the analysis of enterprise management elements. A 3-month intervention experiment, including the pre-test, preventive curriculum intervention, post-test, and delayed test, is conducted on a control group and an experimental group, to investigate entrepreneurial intention, (...) emotional management ability, and ability to deal with entrepreneurial pressure of college students. In addition, based on a complex adaptive system, the enterprise management elements are analyzed, and a three-layer network model is constructed. Meanwhile, new diversified elements of enterprise management are defined to discuss the effectiveness and psychological impact of diversified management, proving that psychological security plays an intermediary role in the cross-layer relationship chain in the three-layer CAS network. The experimental results indicate that on the whole, the positive psychological intervention reduces the pressure of students in the experimental group, significantly ameliorates depression and anxiety, and promotes the positive personality in all directions. Besides, in the delayed test after 3 months, the experimental group can maintain a relatively better state than the control group. By exploring the role effectiveness and characteristics of diversified management, this experiment confirms that the improvement of psychological security under positive psychological intervention has a positive impact on the effectiveness of diversified management. The present work discusses the hierarchical construction in enterprise management and puts forward reasonable suggestions and theoretical development for the influence of the entrepreneurial practice of college students. (shrink)

In a recent Opinion article, Sui and Humphreys [1] argue that experimental findings suggest self is ‘special’, in that self-reference serves a binding function within human cognitive economy. Contrasting their view with other functionalist positions, chiefly Dennett's [2], they deny that self is a convenient fiction and adduce findings to show that a ‘core self representation’ serves as an ‘integrative glue’ helping to bind distinct types of information as well as distinct stages of psycho- logical processing. In other words, where (...) Dennett regards self as analogous to a center of gravity, a simplification posited by observers, Sui and Humphreys regard self as a function that modulates mental processes. In practice, however, the concept of ‘self’ they employ is not unlike Dennett's. We side with Sui and Humphreys in hold- ing that self-reference modulates mental processes: reference to self during a task can bind memory to source, increase perceptual integration, and link attention to decision making, among other things. What is more, these functions are not reducible to other factors such as semantic coding, familiarity, or reward [3]. But whereas Sui and Humphreys contribute important empirical detail, the binding functions they describe are compatible with Dennett's version of functionalism, which treats self as an artifact of social process. (shrink)

Six characteristics of effective representational systems for conceptual learning in complex domains have been identified. Such representations should: (1) integrate levels of abstraction; (2) combine globally homogeneous with locally heterogeneous representation of concepts; (3) integrate alternative perspectives of the domain; (4) support malleable manipulation of expressions; (5) possess compact procedures; and (6) have uniform procedures. The characteristics were discovered by analysing and evaluating a novel diagrammatic representation that has been invented to support students' comprehension of electricity—AVOW diagrams (Amps, Volts, Ohms, (...) Watts). A task analysis is presented that demonstrates that problem solving using a conventional algebraic approach demands more effort than AVOW diagrams. In an experiment comparing two groups of learners using the alternative approaches, the group using AVOW diagrams learned more than the group using equations and were better able to solve complex transfer problems and questions involving multiple constraints. Analysis of verbal protocols and work scratchings showed that the AVOW diagram group, in contrast to the equations group, acquired a coherently organised network of concepts, learnt effective problem solving procedures, and experienced more positive learning events. The six principles of effective representations were proposed on the basis of these findings. AVOW diagrams are Law Encoding Diagrams, a general class of representations that have been shown to support learning in other scientific domains. (shrink)

Increasingly, taxonomies are being developed and used by industry practitioners to facilitate information interoperability and retrieval. Within a single industrial domain, there exist many taxonomies that are intended for different applications. Industry specific taxonomies often represent the vocabularies that are commonly used by the practitioners. Their jobs are multi-faceted, which include checking for code and regulatory compliance. As such, it will be very desirable if industry practitioners are able to easily locate and browse regulations of interest. In practice, multiple sources (...) of government regulations exist and they are often organized and classified by the needs of the issuing agencies that enforce them rather than the needs of the communities that use them. One way to bridge these two distinct needs is to develop methods and tools that enable practitioners to browse and retrieve government regulations using their own terms and vocabularies, for example, via existing industry taxonomies. The mapping from a single taxonomy to a single regulation is a trivial keyword matching task. We examine a relatedness analysis approach for mapping a single taxonomy to multiple regulations. We then present an approach for mapping multiple taxonomies to a single regulation by measuring the relatedness of concepts. Cosine similarity, Jaccard coefficient and market basket analysis are used to measure the semantic relatedness between concepts from two different taxonomies. Preliminary evaluations of the three relatedness analysis measures are performed using examples from the civil engineering and building industry. These examples illustrate the potential benefits of regulatory usage from the mapping between various taxonomies and regulations. (shrink)

Visual phenomenology is highly elusive. One attempt to operationalize or to measure it is to use ‘cognitive accessibility’ to track its degrees. However, if Ned Block is right about the overflow phenomenon, then this way of operationalizing visual phenomenology is bound to fail. This thesis does not directly challenge Block’s view; rather it motivates a notion of cognitive accessibility different from Block’s one, and argues that given this notion, degrees of visual phenomenology can be tracked by degrees of cognitive accessibility. (...) Block points out that in the psychology literature, ‘cognitive accessibility’ is often regarded as either all or nothing. However, the notion motivated in the thesis captures the important fact that accessibility comes in degrees (consider the visual field from fovea the periphery). Different legitimate notions of accessibility might be adopted for different purposes. The notion of accessibility motivated here is weaker than Block’s ‘identification’ (2007) but is stronger than Tye’s ‘demonstration’ (2007). The moral drawn from the discussion of Block can be applied to the debate between Dretske and Tye on the speckled-hen style examples. Dretske’s view is even stronger than Block’s, but his arguments from various figures he provides do not support his conclusion since he does not have right ideas about fixation and attention. Tye’s picture is more plausible but his notion of accessibility is so weak that he reaches the excessive conclusion that accessibility overflows phenomenology. Three ramifications might be considered in the final part of the thesis. The first is the relation between this debate and the one concerning higher-order/same-order theories of consciousness. The second is about John McDowell’s early proposal about demonstrative concepts in visual experiences. The third is the relation between the interpretation of the Sperling case proposed here and McDowell new view of experiential contents, i.e., his story about how we carve out conceptual contents out of intuitional contents without falling pray to the Myth of the Given. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:@ @ Notes and Dlscussaons A NOTE ON CHARLES PEIRCE'S THEORY OF INDUCTION By "Peirce's theory of induction," I refer to a system or collection of ideas which Peirce formulated about the nature and validity of inductive inference or inductive reasoning. This system or collection of ideas covers Peirce's writings from 1867 to 1905.1 During this period of his long philosophical career from 1857 to 1914, Peirce wrote his (...) most important papers on the logic of science and probability. ~ These papers, though only a minor portion of Peirce's philosophical works, constitute a self-explanatory unit of study, simply because they deal with one single subject: the validity of synthetic inference. In the year 1867, Peirce wrote his paper "On the Natural Classification of Arguments," which provides a natural introduction to his treatment of inference and its validity in syllogistic terms and to his trichotomy of inference into deduction, induction, and hypothesis. Through the year 1877 to 1878, Peirce wrote a series of papers on "Illustrations of the Logic of Science." Beside the well-known "The Fixation of Belief" and "How to Make our Ideas Clear," there are four other important but comparatively little discussed papers which are essentially concerned with the logic of science and probability. They are in the following order: "Doctrine of Chances" (with corrections, 1893 and notes, 1910), "The Probability of Induction" (with corrections, 1893), "Deduction, Induction, and Hypothesis" (with corrections, 1893), and "The Order of Nature." In these papers, Peirce laid out his rationale for the validity of ampliative or synthetic inference and indicated a justification of induction in terms of probability. He also made explicit his conception of probabilty in terms of empirical frequency. But very often his ideas concerning the validity of synthetic inference appear disconnected and do not fit into a consistent, not to say wellorganized, whole. It was not until 1883 that Peirce wrote a comparatively systematic treatise on his general theory concerning the validity of ampliative or synthetic inference. This is his "A Theory of Probable inference," in which we find Peirce's statement of what a probable inference is and his argument that inductive inference is valid on account of its being a probable inference. After the year 1883, Peirce's philosophical writings appear to bear little upon his earlier problems in logic of science and probubility. But here and there we find a variety of topics under which Peirce touched the problem of justifying kinds of inference. One significant feature among these is Peirce's recurrent distinction between kinds of induction, a distinction which he had never made in his earlier writings. The distinction is between a "crude induction" (or "pooh-pooh" argument ), a "quantitative induction," and a "qualitative induction." This distinc1See the "Chronological Listing of Peirce's Papers Directly Bearing upon Induction and Probability" in the appendix. 2The earfiest of his papers which we have is dated 1857,and his philosophical activity continued until his death in 1914. [361] 362 HISTORY OF PHILOSOPHY tion is found in the following three short papers: "Three Kinds of Induction" (from "The Logic of Drawing History from Ancient Documents," 1901), "Kinds of Induction" (1903), and "The Varieties and Validity of Induction," (c. 1905). What Peiree calls a "crude induction" is an inference which concludes a universal generalization from what has been found in common in a group of instances. It is induction by simple enumeration. A quantitative induction is an inference from our knowledge of a statistical proportion of individual things having a certain character in a given sample to a conclusion regarding that in the population, from which the sample is chosen. ~ A qualitative induction, on the other hand, is a method of ascertaining factual truths by postulating hypotheses and confirming them on the basis of relevant evidences. That all these three forms of inference are considered induction by Peirce is due to the fact that they do not usually have the form of deduction, and they usually give rise to generalizations which are not deductively warranted by their premises. They differ, nevertheless, because they have different bases for generalizations and their generalizations have different contents. 4 In the light of Peirce's distinction between these three forms... (shrink)

A mathematician and scientist in residence at the School of the Art Institute of Chicago helps readers explore the concept of infinity through unique concepts including chessboards, a chicken-sandwich sandwich and the creation of infinite cookies from an infinite dough ball.