This paper presents a new method to recognize human activities based on weighted classification for the features extracted by human body. Towards this end, new features depend on weight taken from image or video used in proposed descriptor. Human pose plays an important role in extracted features; then these features are used as the weight input with classifier. We use machine learning during two steps of training and testing images of standard dataset that can be used during benchmarking the system. (...) Unlike previous methods that need size or length of shapes mainly to represent the cues when machine learning is used to recognize human activities, accurate experimental results coming from appropriate segments of the human body proved the worthiness of proposed method. Twelve activities are used in challenging of availability comparison with dataset to demonstrate our method. The results show that we achieved 87.3% in training set, while in testing set, we achieved 94% in terms of precision. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Reviewed by:Humans and the World: From the Perspective of Affairs by Yang GuorongHuanyou Li1 (bio)Ren yu Shijie: Yi Shi Guanzhi 人與世界：以事观之 (Humans and the World: From the Perspective of Affairs). By Yang Guorong 杨国荣. Beijing: Sanlian Press, 2021. Pp. xii+ 289. Paperback RMB55, isbn 9787108071217.Yang Guorong is not only a prominent scholar specializing in Chinese philosophy, but also a contemporary Chinese philosopher who has devoted himself to (...) creating his own philosophical system known as "concrete metaphysics" (juti xingershangxue 具体形而上学). In Humans and the World: From the Perspective of Affairs (hereafter Humans and the World), Yang delves into his philosophical system, with a primary focus on affairs (shi 事), which he sees as an embodiment of his ideas.According to Yang, "affairs" refers to actual human activities, encompassing both the act of "doing affairs" (zuoshi 作事) and its results. In essence, "affairs" or "doing affairs" represent humans' engagement in understanding and transforming the world while also striving for self-realization. "From the perspective of affairs" entails understanding humans and the world, as well as their correlation, in a primitive and fundamental manner. Yang aims to achieve the unification of "that which is antecedent to the material form" (xingershang 形而上) and "that which is subsequent to the material form" (xingerxia 形而下), which serves as the central theme and objective of his philosophical system.Humans and the World has six chapters in total. In Chapter 1, the author elucidates the intricate relationship between affairs and the actual world. From his perspective, the emergence of the actual world is rooted in the process of human activities that involve transforming things (wu 物) (p. 29). Thus, this chapter primarily delves into the distinction between things and affairs. Yang draws upon and examines various pertinent theories, including those from Confucianism, Daoism, Heidegger, and Wittgenstein. He argues that things possess their inherent and natural existence (benran cunzai 本然存在), but it is only through affairs that they can actively participate in the becoming of the actual world. Throughout the process of engaging in affairs, humans can grasp the underlying principles of things, which, in turn, continue to exist in manifold forms. Additionally, as these things serve human needs, their significance becomes manifest (pp. 30-42). Hence, doing affairs not only involves [End Page 1] understanding or recognizing things but also entails making value judgements. In the actual world, the unity of fact and value can be achieved through the medium of affairs. When humans are involved in doing affairs, things are no longer confined to their inherent nature or merely existing in themselves. Instead, they are transformed through the concrete and practical actions of humans, contributing to the construction of the actual world. It is through this dynamic interplay between things and humans that the certainty of the actual world is realized (p. 48).Chapter 2 further explores the correlation between human existence and affairs. The author asserts that affairs encompass the entire process of human existence (p. 51). Engaging in affairs involves transforming things, effecting changes in the world, accumulating empirical experiences, cultivating personal virtues, and actualizing social roles. This interplay with affairs reflects the structural manifestation of human existence in diverse forms (pp. 53-64). According to Yang, the concrete significance of human existence lies in the realization of the value of being human, which is to understand and transform the world. This necessitates that humans actively participate in creative activities, which, in essence, means they must be involved in doing affairs. From Yang's perspective, true freedom and fulfillment can only be attained when individuals immerse themselves in concrete affairs, utilizing their essential power and overcoming challenges. By doing so, they will avoid feelings of dullness or emptiness, because the fulfillment of doing affairs requires more than mere personal ability--it involves understanding objective realities and adapting to specific circumstances. Moreover, it demands a positive approach that unifies the principles of righteousness, goodness, and effectiveness. In this manner, humans can successfully navigate their engagement with affairs and realize their potential for freedom and self-fulfillment (pp. 67-69).Chapter 3 focuses on the relationship between "being" and "becoming" viewed from the perspective of affairs. Yang examines Whitehead's ideas and argues that the original world (benren shijie 本然世界) experiences change... (shrink)

In _On Human Action and Practical Wisdom_, Yang Guorong offers a description of wisdom and action based on his “concrete metaphysics.” Yang attempts to go beyond the excessively linguistic, logical, and abstract focus found in the American analytic tradition.

Teachers’ emotions are explicitly and conceptually presented as part of an educational system that affects and is affected by learner upshots, namely, learners’ self-emotions, behaviors, and cognition since educators and learners are involved in the outcomes of the school setting. English as a foreign language educators recurrently experience emotional damages during involvement in their profession as burnout, stress, boredom, and anxiety. EFL teachers need to regulate their emotions when facing a multivariate class environment that provides each learner with undeniable uniqueness. (...) The subject of the relationship between emotion regulation and the teacher’s emotions is receiving increasing attention in research. EFL teachers should be provided with an emotional regulation strategy to have a positive learning-instructing effect in the entire school community as fun learning activities, energetic students, enthusiastic educators, and strong relationships between the board of education. To focus on the role of teachers’ emotion on the one hand and the mediator role of emotional regulation, on the other hand, the current study endeavored to review the role of emotional regulation strategies more intensely to decrease negative emotions. Finally, some educational suggestions of the study regarding the educators’ behaviors are pinpointed. (shrink)

Perceptual attention is essential to both thought and agency, for there is arguably no demonstrative thought or bodily action without it. Psychologists and philosophers since William James have taken attention to be a ubiquitous and distinctive form of consciousness, one that leaves a characteristic mark on perceptual experience. As a process of selecting specific perceptual inputs, attention influences the way things perceptually appear. It may then seem that it is a specific feature of perceptual representation that constitutes what it is (...) like to consciously attend to an object. In fact conscious attention is more complicated. In what follows, I argue that the phenomenology of conscious attention to what is perceived involves not just a way of perceptually locking on to a specific object. It necessarily involves a way of cognitively locking on to it as well. (shrink)

This article provides a detailed overview of the neuroscience of consciousness.

I argue that when perception plays a guiding role in intentional bodily action, it is a necessary part of that action. The argument begins with a challenge that necessarily arises for embodied agents, what I call the Many-Many Problem. The Problem is named after its most common case where agents face too many perceptual inputs and too many possible behavioral outputs. Action requires a solution to the Many-Many Problem by selection of a specific linkage between input and output. In bodily (...) action the agent perceptually selects, and in this way perceptually attends to, relevant information so as to guide the execution of specific movements. Since perceptual attention is a necessary part of solving the Many-Many Problem, it is a necessary part of bodily action. Indeed, the process of implementing a solution to the Many-Many Problem, as constrained by the agent's motivational state, just is the agent's performing an intentional bodily action in the relevant way. (shrink)

This paper considers the connection between automaticity, control and agency. Indeed, recent philosophical and psychological works play up the incompatibility of automaticity and agency. Specifically, there is a threat of automaticity, for automaticity eliminates agency. Such conclusions stem from a tension between two thoughts: that automaticity pervades agency and yet automaticity rules out control. I provide an analysis of the notions of automaticity and control that maintains a simple connection: automaticity entails the absence of control. An appropriate analysis, however, shows (...) that actions are forms of control and pervasively automatic even if automaticity implies the absence of control. Consequences are drawn for the theory of mental agency and the psychological concepts of automaticity and control. (shrink)

In order to improve text reading ability, a human-computer interaction method based on artificial intelligence human-computer interaction is proposed. Firstly, the design of the AI human-computer interaction model is constructed, which includes the Stanford Question Answering Dataset and the designed baseline model. There are three components: the coding layer is based on a cyclic neural network, which aims to encode the problem and text into a hidden state; the interaction layer is used to integrate problems and text representation; the output (...) layer connects two independent soft Max layers after a fully connected layer, one is used to obtain the starting position of the answer in the text and the other is used to obtain the ending position. In the interaction layer of the model, this manuscript uses hierarchical attention and aggregation mechanism to improve text coding. The traditional model interaction layer has a simple structure, which leads to weak relevance between text and problems, and poor understanding ability of the model. Finally, the self-attention model is used to further enhance the feature representation of text. The experimental results show that the improved model in this manuscript is compared with the public AI human-computer interaction reading comprehension model. According to the data in the table, the accuracy of the model in this manuscript is better than that of the baseline model, in which the exact match value is increased by 1.4% and the F1 value is increased by 2.7%. However, compared with improvement point 2, the EM and F1 values of the model have decreased by 0.7%. It shows that the output layer has a certain impact on the effect of the model, and the improvement and optimization of the output layer can also improve the performance of the model. It is proved that AI human-computer interaction can effectively improve text reading ability. (shrink)

When relating genomic data to survival outcomes, there are three main challenges that are the censored survival outcomes, the high-dimensionality of the genomic data, and the non-normality of data. We propose a method to tackle these challenges simultaneously and obtain a robust estimation of detecting significant genes related to survival outcomes based on Accelerated Failure Time model. Specifically, we include a general loss function to the AFT model, adopt model regularization and shrinkage technique, cope with parameters tuning and model selection, (...) and develop an algorithm based on unified Expectation–Maximization approach for easy implementation. Simulation results demonstrate the advantages of the proposed method compared with existing methods when the data has heavy-tailed errors and correlated covariates. Two real case studies on patients are provided to illustrate the application of the proposed method. (shrink)

本书收《祖坟——叛逆与创作》、《绍兴闲话》、《寰宇觅知音》、《油画的联想》、《漓江》等百余篇文章。.

How might attention intersect with normative issues and the psychology surrounding them? I provide an empirically grounded framework integrating three attentional phenomena: salience, vigilance (or broadly attunement) and attentional character. Using this frame, I review recent philosophical work on attention and norms. -/- Section 1 establishes a common ground conception of attention no more controversial than the established experimental paradigms for attention. This conception explicates the concept of a bias, which explains core features of action and attention, one that intersects (...) biological, psychological and philosophical concerns. I emphasize historical biases associated with learning and experience. Section 2 presents an analysis of automaticity and control, concepts needed to fully characterize action. Historical biases are revealed as automatic. Specifically, the automatization of attention is central to acquiring skills and excellence in light of normative standards for a practice. Section 3 argues that salience involves the deployment of attention, while Section 4 characterizes vigilance not merely as a disposition but as an active orientation to attend. Vigilance is one type of attunement, and the set of attunements constitutes the agent’s varied orientations to deploy attention, part of their attentional character. As discussed in Section 5, shaping this character is a goal of a normatively sensitive upbringing where appropriate attention is automatized through proper practice. Section 6 examines a common epistemic bias in academia and subsequent attempts to debias. I conclude with an example of acquired epistemic skill to give hope that attentional excellence is achievable. (shrink)

Background The Patient Right to Autonomy Act (PRAA), implemented in Taiwan in 2019, enables the creation of advance decisions (AD) through advance care planning (ACP). This legal framework allows for the withholding and withdrawal of life-sustaining treatment (LST) or artificial nutrition and hydration (ANH) in situations like irreversible coma, vegetative state, severe dementia, or unbearable pain. This study aims to investigate preferences for LST or ANH across various clinical conditions, variations in participant preferences, and factors influencing these preferences among urban (...) residents. Methods Employing a survey of legally structured AD documents and convenience sampling for data collection, individuals were enlisted from Taipei City Hospital, serving as the primary trial and demonstration facility for ACP in Taiwan since the commencement of the PRAA in its inaugural year. The study examined ADs and ACP consultation records, documenting gender, age, welfare entitlement, disease conditions, family caregiving experience, location of ACP consultation, participation of second-degree relatives, and the intention to participate in ACP. Results Data from 2337 participants were extracted from electronic records. There was high consistency in the willingness to refuse LST and ANH, with significant differences noted between terminal diseases and extremely severe dementia. Additionally, ANH was widely accepted as a time-limited treatment, and there was a prevalent trend of authorizing a health care agent (HCA) to make decisions on behalf of participants. Gender differences were observed, with females more inclined to decline LST and ANH, while males tended towards accepting full or time-limited treatment. Age also played a role, with younger participants more open to treatment and authorizing HCA, and older participants more prone to refusal. Conclusion Diverse preferences in LST and ANH were shaped by the public’s current understanding of different clinical states, gender, age, and cultural factors. Our study reveals nuanced end-of-life preferences, evolving ADs, and socio-demographic influences. Further research could explore evolving preferences over time and healthcare professionals’ perspectives on LST and ANH decisions for neurological patients.. (shrink)

This article compares the use of Romantic metaphor with the Chinese literary device xiang 象 (which I translate as “thing-metaphor”) in regard to how they embody different metaphysical relations between humans and things. Whereas Romantic metaphor transports a physical thing to the immaterial realm of imagination, xiang is a literary device in which the material qualities of the thing, while creatively interpreted to generate human meaning, retain ontologically a strong physical presence. Xiang therefore epitomizes a theory of creation that challenges (...) the Western dualistic paradigm: that the poet creates not virtual copies of the thing, but meanings of the thing, and therefore our relationships with things. The article concludes with Heidegger’s discourses on metaphor to suggest that my discussion of thing-metaphor has universal applicability. (shrink)

The authors have retracted this article [1] because they found a fundamental mistake in the methodology that is not correctable at this time. This mistake is found in the methodology and the derivation of the model with Tukey and Huber’s losses. Because of the error, the findings in the article are not reliable. All authors agree to this retraction.

In the teaching process, teachers and students are under different psychological pressures. Especially under the influence of the epidemic, many teaching modes have been transformed from traditional classroom teaching to online teaching. Under the new teaching mode, especially the promotion and application of the blended teaching mode, classroom teaching is facing new challenges, and both students and teachers are facing new psychological pressures. If the psychological pressure is not resolved, the classroom effect will be even worse. Therefore, the purpose of (...) this paper is to analyze the source of the influencing factors of psychological stress under the new teaching mode, which is a rarely involved direction in the teaching field, and is of great significance for the promotion and application of the new teaching mode. Aiming at the blended teaching model, this paper focuses on the SPOC+PBL blended teaching model, designs a new teaching model of “English-Chinese translation and interpretation”, and studies the sources of pressure under the new model. Aiming at the influencing factors of psychological pressure, a psychological pressure model is established to explore the influence of six factors on psychological pressure. The experimental results of this paper show that the factor loadings of all variables are greater than 0.5, indicating that “self-esteem strength”, “self-efficacy”, “help-seeking experience”, “psychological counseling cognitive bias”, “counseling object positioning bias” and “psychological counseling” “Resources” and “availability” have a greater impact on psychological stress. (shrink)

本书分别论述了理学开创者周敦颐的濂溪学、邵雍的象数学、张载的关学、程颢、程颐的洛学、朱熹的闽学、陆九渊的心学、王守仁的阳明学及王夫之对中国理学和各种虚妄邪说的批判等。.

In this book, Xin Conan-Wu presents a radically revisionist analysis on Zhu Xi’s (1130–1200) Neo-Confucian philosophy of education. She argues that landscape and poems in twelfth-century academies bespeak his natural pedagogy and reveal unsuspected contributions to Chinese cultural sensibility by this emblematic figure of a stultifying orthodoxy.

Does context influence our appreciation of beauty? To answer this question, two experiments were conducted to determine the effect of contextual aesthetics on the recognition of moral behavior. Experiment 1 demonstrated that individuals in a high-aesthetic context had a quicker recognition time for moral behavior than those in a low-aesthetic context. In a low-aesthetic context, individuals recognize immoral behavior more quickly than in a high aesthetic context. Individuals showed greater recognition rates for moral behavior in a high aesthetic context and (...) higher recognition for immoral behaviors in a low aesthetic context for behavior with unclear information. Experiment 2 revealed that individual fixation counts were smaller under the conditions of high aesthetic context and moral behavior than under the conditions of low aesthetic context and moral behavior, indicating a correlation between low aesthetic context and immoral behavior. This study shows that high aesthetic context facilitates the recognition of moral behavior, which has implications for moral education. (shrink)

這部書論述的主題，是從歷史與思維活動兩個角度，對人的存在所牽涉的種種問題，進行探討。我們對本書主題的契入方式，是放在對人本身的兩個層次的瞭解之上。第一個層次是：由於人類是理性的動物，思考是隸屬於人性的 自然活動。我們是自然的思考者，我們也是歷史的思考者；第二層面則是：我們每天的生活中，牽涉到許多人和事，經由我們每天所接觸的人與事的累積而形成歷史，所以，歷史也是人性的自然。所以，人類是歷史與理性的動物 ，理性與歷史是人性中的兩個基本特點。這部書稿之所以訂名為《歷史與思考》，便是奠基於人性中這兩個基本特質之上。.

本书以专题的形式对哲学的一些基本理论、基本知识作了既有一定理论深度又有比较通俗易懂的阐述.