Presently, the State Grid Corporation of China has accumulated a large amount of maintenance records for power primary equipment. Unfortunately, most of these records are unstructured data which lead to difficultly analyze and utilize them. The emergence of natural language processing technology and deep learning methods provide a solution for unstructured text data. This paper proposes a progressive multitype feature fusion model to recognize Chinese named entity of unstructured maintenance records for power primary equipment. Firstly, the textual characteristics and word (...) separation difficulties of maintenance records are analyzed, then 7 main entity categories of power technical terms from unstructured maintenance records are chosen, and 3452 maintenance records are labeled by these categories, which is so called EPE-MR training dataset. Secondly, the standard test reports, standard maintenance, and fault analysis reports for three types of power primary equipment are employed as corpus to train character embedding in order to obtain certain words representation ability of maintenance records. After that, progressive multilevel radicals feature extraction module is designed to get detailed and fine semantic information in a hierarchical manner. Further, radicals feature representation and character embedding are concatenated and sent to BiLSTM module to extract contextual information in order to improve Chinese entity recognition ability. Moreover, CRF is introduced to handle the dependencies among prediction labels and to output the optimal prediction sequence, which can easily obtain structured data of maintenance records. Finally, comparative experiments on public MSRA dataset, China People’s Daily corpus, and EPE-MR dataset are implemented, respectively, which show the effectiveness of the proposed method. (shrink)

Multi-person pose estimation is a challenging problem. Bottom-up methods have been greatly studied because the prediction speed of top-down methods is related to the number of people in the input image, making these methods difficult to apply in real-time environments. To solve the problems of scale sensitivity and quantization error in bottom-up methods, it is necessary to have a model that can predict multi-scale keypoints and refine quantization error. To achieve this, we propose context feature and refined network for multi-person (...) pose estimation (CRNet), which can effectively solve the problems of scale sensitivity and quantization error in bottom-up methods. We use a multi-scale feature pyramid and context feature to achieve scale invariance of the network. We extract global and local features and then fuse them by attentional feature fusion (AFF) to obtain context feature that adapt to multi-scale keypoints. In addition, we propose an efficient refined network to solve the problem of quantization error and use multi-resolution supervised learning to further improve the prediction accuracy of CRNet. Comprehensive experiments are conducted on two benchmarks: COCO and MPII datasets. The average precision of CRNet reached 72.1 and 80.2%, respectively, surpassing most state-of-the-art methods. (shrink)

Existing image enhancement methods have problems of a slow data transmission and poor conversion effect, resulting in a low image-recognition rate and recognition efficiency. To solve these problems and improve the recognition accuracy and recognition efficiency of image features, this study proposes an edge detail enhancement algorithm for a high-dynamic range image. The original image is transformed by Fourier transform, and the low-frequency and high-frequency images are obtained by the frequency-domain Gaussian filtering and inverse Fourier transform. The low-frequency image is (...) processed by the contrast limited adaptive histogram equalization, and the high-frequency image is obtained by the nonsharpening masking and gray transformation. The low-frequency enhanced and the high-frequency enhanced images are weighted and fused to enhance the edge details of the image. Finally, the experimental results show that the proposed high-dynamic range image edge detail enhancement algorithm maintains the image recognition rate of more than 80% during the practical application, and the recognition time is within 1,200 min, which enhances the image effect, improves the recognition accuracy and recognition efficiency of image characteristics, and fully meets the research requirements. (shrink)

A social network image denoising algorithm based on multifeature fusion is proposed. Based on the multifeature fusion theory, the process of social network image denoising is regarded as the fitting process of neural network, and a simple and efficient convolution neural structure of multifeature fusion is constructed for image denoising. The gray features of social network image are collected, and the gray values are denoising and cleaning. Based on the image features, multiple denoising is carried out to ensure the accuracy (...) of social network image denoising algorithm and improve the accuracy of image processing. Experiments show that the average noise of the image processed by the algorithm designed in this study is reduced by 8.6905 dB, which is much larger than that of other methods, and the signal-to-noise ratio of the output image is high, which is maintained at about 30 dB, which has a high effect in the process of practical application. (shrink)

本书包括:在京西宾馆的报告;我读懂了马克思,因而反对伪科学;经验不等于实践;我的科学观与人文观等内容。.

本书收录的16篇文章分为两个部分:第一部分属于哲学伦理学部分,包括政治哲学、应用伦理,也涉及到宗教与形而上学;第二部分是社会史部分,解释近三千年中国社会历史方面的初步探讨。.

Contemporary scholarships on various accounts of the concept of harmony in Chinese philosophy have produced fruitful outcomes by examining the term he. A standard use of he to account for harmony comes from the Analects, and this account sets up disjunctions not just between he and tong but also between harmony and tong. Such disjunctions are even more conspicuous in the political discourses from the Zuozhuan and Guoyu, and hence, has led scholars to overlook the more nuanced resonances between tong, (...) he, and harmony that can be identified from other canonical texts, such as in shangtong of the Mozi, in hetong of the Guanzi, and in datong of the Liji. This article aims to present nuanced relations between harmony, he, and tong, and proposes tong as another viable option to express harmony, thereby correcting the imbalance that the predominant scholarships recognize he and neglect tong. (shrink)

Contemporary scholarships on various accounts of the concept of harmony in Chinese philosophy have produced fruitful outcomes by examining the term he. A standard use of he to account for harmony comes from the Analects, and this account sets up disjunctions not just between he and tong but also between harmony and tong. Such disjunctions are even more conspicuous in the political discourses from the Zuozhuan and Guoyu, and hence, has led scholars to overlook the more nuanced resonances between tong, (...) he, and harmony that can be identified from other canonical texts, such as in shangtong of the Mozi, in hetong of the Guanzi, and in datong of the Liji. This article aims to present nuanced relations between harmony, he, and tong, and proposes tong as another viable option to express harmony, thereby correcting the imbalance that the predominant scholarships recognize he and neglect tong. (shrink)

何定生是顧頡剛在廣州中山大學任教時的學生，早年即已有文章收錄於《古史辨》中，而享有古史辨學者的光環。一九四九年隨國民政府來臺，任教於臺大中文系。生前出版有《詩經今論》一書，收錄三篇《詩經》研究論文，為 臺灣學界所仰重。一九七○去世後，其弟子何寄澎、曾志雄整理遺稿，出版《定生論學集──詩經與孔學研究》，收錄四篇論著。《何定生著作集》即在此二書的基礎上，復廣泛蒐求其論著、書信與相關資料，編為二冊。第一冊 為《何定生著作集一：詩經、孔學及其他》，第二冊為《何定生著作集二：尚書與文法》，雖尚未能將何氏著作網羅殆盡，但已足將何氏學術的主要面向及研究精華充分展現出來。 何定生深受五四以來新文化運動的影響，繼承顧頡剛及古史辨的學風，將此學風在戰後的臺灣學界持續發皇。何定生的學問主要表現在《詩經》，強調復古解放的精神，他呼籲今日的《詩經》研究，應從清學的漢學壁壘中出來， 以復於原始的樂歌地位。他認為惟有站在《儀禮》的樂歌地位來讀《詩經》，從人性的同類意識來接觸人性，才有碰到詩人靈感的可能。.

Shang ce. Ru xue yu si xiang -- xia ce. Qing dai xue shu si chao.

本书收录何兆武先生的读书心得,通过回忆与师友一起读书,交流,工作的岁月,从一个侧面回顾了20世纪上半叶中国历史上一代学者的思想成就,桥接了新旧两个时代的思想与历史,触摸到一个历史时代的灵魂.

本书厘清了何谓历史,何谓历史学,何谓历史学家等基本概念;认为历史的发展有其必然性与偶然性,而人类的历史是由自由人的自由意志作用的结果;历史学家对过去所构思出来的那幅历史图像,乃是他自己思想的外烁.

法律文化,是各民族、各国家和各地区法律善的整体表现,涉及法制建设和法律发展的整体水平,如立法、执法、司法和守法,以及法律教育、法律职业,民众的法律意识和法律观念等的发展状态。.

The information in the working environment of industrial Internet is characterized by diversity, semantics, hierarchy, and relevance. However, the existing representation methods of environmental information mostly emphasize the concepts and relationships in the environment and have an insufficient understanding of the items and relationships at the instance level. There are also some problems such as low visualization of knowledge representation, poor human-machine interaction ability, insufficient knowledge reasoning ability, and slow knowledge search speed, which cannot meet the needs of intelligent and (...) personalized service. Based on this, this paper designs a cognitive information representation model based on a knowledge graph, which combines the perceptual information of industrial robot ontology with semantic description information such as functional attributes obtained from the Internet to form a structured and logically reasoned cognitive knowledge graph including perception layer and cognition layer. Aiming at the problem that the data sources of the knowledge base for constructing the cognitive knowledge graph are wide and heterogeneous, and there are entity semantic differences and knowledge system differences among different data sources, a multimodal entity semantic fusion model based on vector features and a system fusion framework based on HowNet are designed, and the environment description information such as object semantics, attributes, relations, spatial location, and context acquired by industrial robots and their own state information are unified and standardized. The automatic representation of robot perceived information is realized, and the universality, systematicness, and intuition of robot cognitive information representation are enhanced, so that the cognition reasoning ability and knowledge retrieval efficiency of robots in the industrial Internet environment can be effectively improved. (shrink)

Previous studies have reported abnormal amplitude of low-frequency fluctuation and regional homogeneity in patients with migraine without aura using resting-state functional magnetic resonance imaging. However, how whole brain functional connectivity pattern homogeneity and its corresponding functional connectivity changes in patients with migraine without aura is unknown. In the current study, we employed a recently developed whole brain functional connectivity homogeneity method to identify the voxel-wise changes of functional connectivity patterns in 21 patients with migraine without aura and 21 gender and (...) age matched healthy controls. Moreover, resting-state functional connectivity analysis was used to reveal the changes of corresponding functional connectivities. FcHo analyses identified significantly decreased FcHo values in the posterior cingulate cortex, thalamus, and left anterior insula in patients with migraine without aura compared to healthy controls. Functional connectivity analyses further found decreased functional connectivities between PCC and medial prefrontal cortex, between AI and anterior cingulate cortex, and between THA and left precentral gyrus. The functional connectivities between THA and PCG were negatively correlated with pain intensity. Our findings indicated that whole brain FcHo and connectivity abnormalities of these regions may be associated with functional impairments in pain processing in patients with migraine without aura. (shrink)

本书收集的文章包括“人与社会的全面发展是和谐社会的本质”、“和谐社会的义利观”、“论人的物性与人的人性”、“坚持‘领导就是服务’的执政价值观”等。.

Driven by the use cases of PubChemRDF and SCAIView, we have developed a first community-based clinical trial ontology (CTO) by following the OBO Foundry principles. CTO uses the Basic Formal Ontology (BFO) as the top level ontology and reuses many terms from existing ontologies. CTO has also defined many clinical trial-specific terms. The general CTO design pattern is based on the PICO framework together with two applications. First, the PubChemRDF use case demonstrates how a drug Gleevec is linked to multiple (...) clinical trials investigating Gleevec’s related chemical compounds. Second, the SCAIView text mining engine shows how the use of CTO terms in its search algorithm can identify publications referring to COVID-19-related clinical trials. Future opportunities and challenges are discussed. (shrink)

As an important influencing factor of construction workers' safety performance, safety stressor has received increasing attention. However, no consensus has been reached on the relationship between different types of safety stressors and the subdimensions of safety performance, and the mechanism by which safety stressors influence safety performance remains unclear. This study proposed a multiple mediation model with ego depletion and self-efficacy as mediators between safety stressors and workers' safety performance. Data were collected from 335 construction workers in China. Results demonstrated (...) that: the three types of safety stressors all had negative effects on workers' safety performance ; self-efficacy mediated all the relationships between the three safety stressors and safety performance; ego depletion only mediated part of the relationships between the three safety stressors and safety performance; and only part of the multiple-step mediating effects through ego depletion and self-efficacy were supported. This study made contributions by shedding light on the mechanism by which safety stressors influence workers' safety performance and providing more empirical evidence for the relationship between various safety stressors and the subdimensions of safety performance. Additionally, targeted strategies for improving workers' safety performance were proposed according to the findings. (shrink)

Background: Individuals’ information processing includes automatic and effortful processes and the latter require sustained concentration or attention and larger amounts of cognitive “capacity.” Event-related potentials reflect all neural activities that are related to a certain stimulus. Investigating ERP characteristics of effortful cognitive processing in people with schizophrenia would be helpful in further understanding the neural mechanism of schizophrenia.Methods: Both schizophrenia patients and health controls completed ERP measurements during the performance of the basic facial emotion identification test and the face-vignette task. (...) Data of ERP components, BFEIT and FVT performances were analyzed.Results: Schizophrenia patients’ accuracies of face emotion detection in the BFEIT and vignette emotion detection in the FVT were both significantly worse than the performance of the HC group. Repeated-measures ANOVAs performed on mean amplitudes and latencies revealed that the interaction effect for group × experiment × site was significant for N250 amplitude. In FVT experiment, N250 amplitudes at prefrontal and frontal sites in schizophrenia group were larger than those of HC group; the maximum N250 amplitude was present at the prefrontal site in both the groups. For N250 latency, the interaction effect for group × experiment was significant; N250 latencies in the schizophrenia group were longer than those of the HC group.Conclusion: Schizophrenia patients present effortful cognitive processing dysfunctions which reflect in abnormal ERP components, especially N250 at prefrontal cortex and frontal cortex sites. These findings have important implications for further clarifying the neural mechanism of effortful cognitive processing deficits in schizophrenia. (shrink)

Kant’s Dreams of a Spirit Seer has puzzled most of its readers since its publication in 1766. Herder complained in general terms about the lack of unity and coherence of the book as well as Kant’s dialectical method of presenting both sides of a problem without offering his own solution. Mendelssohn was in doubt about whether Kant wanted to ridicule metaphysics or make a case for Swedenborg’s visions. Another exegetical puzzle has not been noted yet: Dreams discusses not one, but (...) three different versions of a ‘metaphysics of spirits’. All of them are mutually incompatible. In other words, the two versions of a metaphysics of spirits that Kant criticises in the first part of the book are both of them different from Swedenborg’s own claims, as they are discussed in the second part. And the two versions discussed within the first part are not homogeneous, either: the metaphysics discussed in the first chapter of the first part (the ‘tangled knot’) and those that seem to form the foundation for the second chapter of the first part (the ‘fragment of occult philosophy’) are again incompatible. And neither of them fits with what Kant analyses as Swedenborg’s metaphysical position in the second part: The position of the ‘tangled knot’ can tentatively be labelled as ‘crypto-materialist’. Swedenborg’s own position is characterised in the text as ‘idealist’. The ‘fragment of occult philosophy’ in contrast is probably best described as ‘dualist’. If this diagnosis is correct, it reinforces Herder’s complaints about the lack of coherence of Dreams as well as Mendelssohn’s worry about its targets. And it adds the additional challenge to explain how there can be a ‘crypto-materialist’ metaphysics of spirit-seeing. I propose to weaken the impact of these problems by identifying a second target of Kant’s scorn in Dreams – a metaphysical position Kant could be sympathetic with as far as its fundamental intentions are concerned, but that draws his ire because of an equally comprehensive failure in the realisation of these intentions. (shrink)

Safeguarding public interest was vital to early modern state legitimacy in Western Europe and East Asia. Wenkai He identifies similar patterns in state-society interactions surrounding public goods provision and explores how conflicts over public interest led to calls for fundamental political change and to modern representative politics.

本书为作者近年最新论述的结集，主要论域为西方思想与历史哲学。收入论文30余篇，分为四辑：康德历史思想研究之专题；历史哲学之探讨；中西文化之交流；中国现代思想史之雪泥鸿爪。.

Das Heilige hat Konjunktur: Im Zuge des religious turn der Kulturwissenschaften erscheint es nicht mehr als Gegensatz zu einer säkularisierten Moderne, sondern als eines ihrer konstitutiven Momente. Die Beiträge dieses Bandes untersuchen Denkfiguren des Sakralen im 20. Jahrhundert - von Nietzsches Diagnose des ”Todes Gottes“ über geschichtsphilosophische Aneignungen jüdisch-christlicher Glaubensinhalte bis hin zu sprachphilosophischen Reflexionen über das Heilige. Sie arbeiten heraus, wie sich die ästhetische Moderne in Auseinandersetzung mit dem Traditionsbestand sakraler Erfahrungen bildet.

In lieu of an abstract, here is a brief excerpt of the content:Reviewed by:Liberating Sexuality: Justice Between the Sheets by Miguel A. De La TorreSimeiqi HeLiberating Sexuality: Justice Between the Sheets Miguel A. De La Torre SAINT LOUIS: CHALICE PRESS, 2016. 232 pp. $27.99What lies at the heart of Miguel De La Torre's provocative and refreshing collection of essays Liberating Sexuality is his lifelong commitment to a justice-based society. He is deeply concerned with "how oppressive social structures, [End Page 191] (...) rooted in a two-thousand-year-old misunderstanding of Christian sexuality, prevent us from a more just social order" (vii).De La Torre rigorously engages with the biblical literature and considers it a vital ground for ethical reflection. He first returns to Genesis and successfully argues that "God blesses sex and declares it good" (4). He closely examines the story of the first man and woman and proposes the concept of "cleave to" in Genesis 2:24–25 as the guiding definition for a healthy marriage in our modern society. By revisiting and creatively retelling the stories of women in the Bible—Lot's wife, Sarah, Dinah, Rebekah, and Tamar—he restores the humanity and dignity of women and calls for our responsibility to dismantle the patriarchal structures that foster sexual abuse. He also provides alternative interpretations of the troubling biblical texts for LGBTQ communities to consider. After thoroughly surveying the biblical justification of patriarchy and the subjugation of women in the Hebrew Bible, he proposes that "the entire Bible should be read through the lens of the Gospel message, specifically passages like John 10:10" (13). Though a creative attempt to liberate the sacred text from oppression, this approach requires caution, as there may be possible anti-Semitic ramifications for reading the Hebrew Bible through a New Testament lens.One of the major contributions of De La Torre to the field of sexual ethics is the proposal of "orthoeros" through a liberative method that seriously considers liberation theology and goes beyond the inadequate approaches of both conservatives' sexual legalism and liberals' permissiveness toward sexual ethics. "Orthoeros" promotes a "familial relationship based on mutual giving and vulnerability" (21) and is made up of five biblically based principles: safe, consensual, faithful, mutually pleasing, and intimate.As an ethicist who is invested in the public discourse, De La Torre actively and boldly engages with issues of various sexual practices. He critiques Fifty Shades of Grey and envisions an ethical, Christian-based sadomasochism by employing "orthoeros" principles. He also examines the historical reasons against masturbation and argues for its constructive role in the sexuality of Christians.Deeply disturbed by the prevailing injustice that corrupts our society, De La Torre focuses much of the volume on exposing the sources and the detrimental effects of sexism, heterosexism, and racism. He reveals misogynist legislation by mapping out the "war on women," specifically the issues of equal pay, rape, reproduction rights, and global sexism. He reflects on his own "sin of heterosexuality" of being a macho man, conquering, and celebrating cojones. He also examines the Euro-American history of owning black bodies and critiques the stereotyping of Latino bodies in Hollywood.Another major contribution of De La Torre is the indecent approach to justice-based praxis—an ethics para joder—that "screws" with the prevailing power structures by utilizing a nonviolent survival strategy based on love, designed to liberate the abused and the abusers from the death-dealing social structure. [End Page 192]Liberating Sexuality, situated at the intersection between Christian ethics, biblical hermeneutics, and cultural studies, is a successful interdisciplinary endeavor. The essays gathered here remain highly engaged with the public reality and should benefit both general readers and scholars. Furthermore, this volume provides much-needed guidance on how a sexual ethics should be implemented and is, hence, a vital resource for those engaged in the practices of ministry.Simeiqi HeDrew UniversityCopyright © 2018 Society of Christian Ethics... (shrink)

Drawing on his extensive experience as both a medical practitioner and a patient, acclaimed author, award-winning physician, and ethicist Philip Hébert creates a brave and intimate portrait of the complex ethical questions raised by revolutionary advances in medical diagnosis and treatment. Philip Hébert addresses the complex ethical questions raised by revolutionary advances in medical treatment. This work expands upon Hébert's previous book, "Doing Right," and extends his knowledge of the field beyond medical professionals to reach the patients they treat.

The graph tong同and its associated concepts, such as da-tong (Great tong大同) and xuan-tong (mystic or dark tong玄同), have played important roles in the development of Chinese philosophy. Yet tong has received scant attention from either western or eastern scholarships. This paper is a first attempt to remedy such regret. Unlike usual understandings of tong as sameness or unity, this paper presents a nuanced account from early China, that is, ‘difference to one,’ a definition from the Mozi墨子. This definition can be (...) supported from etymological, textual, and lexical evidence. ‘Difference to one’ should not be solely attributed to a Mohist understanding; it in fact represents a common understanding of tong across philosophical streams in early China. This nuanced account provides new insights into the concept of tong in early philosophical texts, and furthermore breaks solid grounds for further studies of tong and its associated concepts. (shrink)