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The Epistemology of Machine Learning 机器学习的认识论
IF 0.3 4区 社会学 Q2 Arts and Humanities Pub Date : 2022-02-18 DOI: 10.6001/fil-soc.v33i1.4668
Huiren Bai
This paper argues that machine learning is a knowledge-producing enterprise, since we are increasingly relying on artificial intelligence. But the knowledge discovered by machine is completely beyond human experience and human reason, becoming almost incomprehensible to humans. I argue that standard calls for interpretability that focus on the epistemic inscrutability of black-box machine learning may be misplaced. The problems of transparency and interpretability of machine learning stem from how we perceive the possibility of ‘machine knowledge’. In other words, the justification for machine knowledge does not need to include transparency and interpretability. Therefore, I am going to examine some sort of machine learning epistemology and provide three possible justifications for machine knowledge, which are formal justification, model justification and practical justification.
本文认为机器学习是一种知识生产企业,因为我们越来越依赖人工智能。但是机器所发现的知识完全超出了人类的经验和理性,变得几乎是人类无法理解的。我认为,把重点放在黑箱机器学习的认知不可知性上的可解释性的标准呼吁可能是错误的。机器学习的透明度和可解释性问题源于我们如何看待“机器知识”的可能性。换句话说,机器知识的理由不需要包括透明度和可解释性。因此,我将考察某种机器学习认识论,并为机器知识提供三种可能的论证,即形式论证、模型论证和实践论证。
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引用次数: 2
Visual Representation of the Intellectuals and Philosophers in the Hungarian Reform Era (1825–1848) 匈牙利改革时期知识分子和哲学家的视觉表现(1825-1848)
IF 0.3 4区 社会学 Q2 Arts and Humanities Pub Date : 2022-02-18 DOI: 10.6001/fil-soc.v33i1.4672
Béla Mester
In the modern cultural industry, visual representation acquired a special role. In East-Central Europe, portraits made in this crucial epoch created a solid visual canon of the national classics. Another sign of this cultural transformation is the new structure of the public realms, because of the functional transformation of the usage of urban places. In the case of the topic of this paper, the Hungarian Reform Era (1825–1848) was this crucial epoch. In the present paper, an overview of the appearance of the portraits of the known intellectuals will be offered. In the non-censored press of the revolutionary period, the genre of caricature appeared as a counterpart of these ‘star-portraits’, as it will be shown in the next section. In the last section, a tension of these highly individualised portraits will be analysed both in the idealistic form of ‘star-portraits’ and the caricatures, and the appearance of the same figures within the visual representation of the revolutionary mass-scenes. The most emblematic location from this point of view is the place around the Hungarian National Museum. In the history of the European philosophy, this transformation of the visual representation and the usage of public realms is connected with the subsequent waves of the common sense philosophy from its Scottish roots through the philosophy to its special role in the Hungarian intellectual life.
在现代文化产业中,视觉表现获得了特殊的作用。在中东欧,这一关键时期的肖像画创造了民族经典的坚实视觉经典。这种文化转型的另一个标志是公共领域的新结构,因为城市场所的使用功能发生了转变。在本文主题的情况下,匈牙利改革时代(1825-1848)是这个关键的时代。在本论文中,将提供已知知识分子肖像外观的概述。在革命时期不受审查的报刊中,漫画这一流派作为这些“明星肖像”的对应物出现,这将在下一节中展示。在最后一节,这些高度个性化的肖像的张力将在“明星肖像”和漫画的理想主义形式中进行分析,并在革命群众场景的视觉表现中出现相同的人物。从这个角度来看,最具代表性的地方是匈牙利国家博物馆周围的地方。在欧洲哲学史上,这种视觉表现和公共领域使用的转变与随后的常识哲学浪潮有关,从苏格兰的根源到匈牙利知识分子生活中的特殊角色。
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引用次数: 1
I–Thou Communication in Distant Education from the Perspective of Martin Buber’s Philosophy 从马丁·布伯的哲学视角看远程教育中的“我-你”交流
IF 0.3 4区 社会学 Q2 Arts and Humanities Pub Date : 2022-02-18 DOI: 10.6001/fil-soc.v33i1.4666
Vaida Asakavičiūtė, Živilė Sederevičiūtė-Pačiauskienė, Ilona Valantinaitė
The internet space has become one of the essential tools for ensuring continuity of higher education studies during the COVID-19 pandemic. Established distance learning is based on virtual communication, which, by replacing the experience of interpersonal communication, raises many discussions about the possibilities of ensuring efficiency and improvement of distance education. The article deals with Martin Buber’s dialogue education attitudes, which have become especially relevant in the current era of the internet when the absolutisation of technologies and media poses many threats to developing interpersonal relationships and spiritual values. In the first part of the article, the relationship is discussed as the basic foundation of education. It is revealed that Buber emphasises the importance and priority of I–Thou relationship over theoretical knowledge in developing a young person. In the context of Buber’s philosophy, the second part of the article examines the problems of exclusion and alienation that arise in distance learning during virtual communication. Thus, the analysis of the article reveals the possibilities of improving distance learning in order to raise the objective, formal and instrumental I–It relationship of teachers and students to the subjective plane of I–Thou communication.
互联网空间已成为新冠肺炎大流行期间确保高等教育学习连续性的重要工具之一。现有的远程教育以虚拟交流为基础,虚拟交流取代了人际交流的经验,引发了许多关于确保远程教育效率和改进可能性的讨论。这篇文章探讨了马丁·布伯的对话教育态度,在当今互联网时代,当技术和媒体的绝对化对人际关系和精神价值的发展构成许多威胁时,这种态度变得尤为重要。文章的第一部分论述了作为教育基本基础的关系。结果表明,在培养年轻人的过程中,布伯强调“我与你”关系的重要性和优先性,而不是理论知识。文章的第二部分在Buber的哲学背景下,探讨了虚拟交流中远程学习中出现的排斥和异化问题。因此,本文的分析揭示了改进远程学习的可能性,以便将教师和学生的客观、正式和工具性的I-It关系提升到I-Thou交流的主观层面。
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引用次数: 2
Good Will and Spontaneity in Communication 沟通中的善意和自发性
IF 0.3 4区 社会学 Q2 Arts and Humanities Pub Date : 2022-02-18 DOI: 10.6001/fil-soc.v33i1.4665
Nerijus Stasiulis
The article is based on the interpretation of Kant’s notion of good will with regard to its meaning for successful communication. It seeks to delineate its necessary relation to spontaneity as opposed to a strictly closed definition – the spontaneity in language as crucial for communication. Agambenian and Wittgensteinian musings on language and paradigm are employed for that purpose. The art of comedy is seen to illustrate the communication based on spontaneity and paradigm and the art of tragedy is seen to depict the condition of radical incommunicability. Alongside this linguistic and epistemological approach, the discussion of the issue also includes the ontological aspect, i. e. the Agambenian-Aristotelian notion of potentiality is described as akin to the Kantian good will (Ding an sich) and is seen as the necessary (and perhaps also sufficient) condition for (successful) communication.
本文基于对康德善意概念对成功沟通的意义的解释。它试图描述它与自发性的必要关系,而不是一个严格封闭的定义——语言的自发性对交流至关重要。阿甘本和维特根斯坦对语言和范式的思考是为了达到这个目的。喜剧艺术表现的是基于自发性和范式的交际,悲剧艺术表现的是完全不可交际的状态。除了这种语言学和认识论的方法之外,对这个问题的讨论也包括本体论的方面,即阿甘本-亚里士多德的潜能概念被描述为类似于康德的善意,并被视为(成功)交流的必要条件(也许也是充分条件)。
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引用次数: 1
Post-Neo-Kantianism and/or Transcendental Idealism 后新康德主义和/或先验唯心主义
IF 0.3 4区 社会学 Q2 Arts and Humanities Pub Date : 2022-02-18 DOI: 10.6001/fil-soc.v33i1.4670
V. Belov, A. Lebedeva
This article explores the development of continental philosophy of critical transcendentalism after World War II. The intention to interpret Kant’s transcendentalism corresponds both to the demand to establish feasibility and necessity of conclusive rational grounds for the validity of our cognition and to the need to legitimise the claim of philosophy to be irrefutable in the justification of its principles. While resisting attempts to find the basis for the determination of reason outside the reason itself, post-neo-Kantian continental transcendentalism also rejects the voluntarist scheme of the constructive relation of reason to the external environment. This approach implies the emergence of philosophical projects that offer alternatives to the postmodernist relativisation of philosophical results and to the skepticism that emerges within that framework.
本文探讨了第二次世界大战后大陆批判先验主义哲学的发展。解释康德的先验主义的意图,既符合为我们认识的有效性建立结论性理性基础的可行性和必要性的要求,也符合使哲学主张在其原则的辩护中不可辩驳的正当化的需要。后新康德的大陆先验主义在抵制试图在理性本身之外寻找决定理性的基础的同时,也拒绝了理性与外部环境的建构关系的唯意志论方案。这种方法意味着哲学项目的出现,为哲学结果的后现代相对主义和在该框架内出现的怀疑主义提供了替代方案。
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引用次数: 1
Digitalized Life During the Pandemic in Anthropocene Epoch 人类世大流行时期的数字化生活
IF 0.3 4区 社会学 Q2 Arts and Humanities Pub Date : 2022-02-18 DOI: 10.6001/fil-soc.v33i1.4663
Tomas Nemunas Mickevičius
The article overviews and introduces the current issue of Filosofija. Sociologija. The topics include contemporary problems concerned with the integration of knowledge of Anthropocene and related issues into educational practices as well as how to reach authentic communication in technologically mediated education during the pandemic. The issue also covers the influence of computer and internet technologies on understanding of identity, as well as epistemic issues concerning the creation of artificial knowledge-producing systems, among other themes.
文章概述和介绍了当前的问题Filosofija。Sociologija。主题包括与将人类世的知识和相关问题纳入教育实践有关的当代问题,以及如何在大流行期间通过技术媒介的教育实现真正的交流。这期杂志还涵盖了计算机和互联网技术对理解身份的影响,以及与创造人工知识生产系统有关的认识论问题,以及其他主题。
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引用次数: 0
Intergenerational Functional Solidarity in the Family: The Case of Latvia 家庭中的代际功能团结:拉脱维亚的案例
IF 0.3 4区 社会学 Q2 Arts and Humanities Pub Date : 2021-12-12 DOI: 10.6001/fil-soc.v32i4.4620
S. Dobelniece, N. Kuļigina
Functional solidarity is one of the six components of intergenerational solidarity in the family. It includes both the provision and receipt of assistance between adult children and parents, as well as mutual financial and emotional support. Parents continue to help their children even after they have grown up and have their own families, and adult children support parents.
功能团结是家庭代际团结的六个组成部分之一。它既包括提供和接受成年子女与父母之间的援助,也包括相互的财政和情感支持。即使孩子长大成家,父母也会继续帮助他们,成年子女也会支持父母。
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引用次数: 0
Interrelation Among COVID-19 Situation, Evaluation of Government Actions and Subjective Well-being in Lithuania 立陶宛疫情形势、政府行为评价与主观幸福感的相互关系
IF 0.3 4区 社会学 Q2 Arts and Humanities Pub Date : 2021-12-12 DOI: 10.6001/fil-soc.v32i4.4617
Dainius Genys, R. Krikštolaitis
The huge and sudden challenge of the COVID-19 pandemic created the need for quick governmental decisions, at the same time provoking changes in subjective public perception. The article empirically analyses the attitudes of different groups in Lithuania towards the COVID-19 situation, government actions and changes in subjective personal well-being. A representative public opinion poll (N-804) was conducted to achieve this goal. Empirical research sought to elucidate individual self-protection measures, attitudes towards the danger of the virus, government-implemented measures to combat the pandemic, and common stereotypes as well as consequences for subjective well-being. The cluster analysis confirmed the assumption that there is a link between the perception of the role of society and expectations towards the government, and between the dynamics of trust in key political actors and support for specific government actions in the context of a pandemic. If the group is more self-reliant, government policies that regulate even small aspects of public life lead to disagreement (in the case of 1st cluster), and vice versa, if the group has high expectations of government, it receives support (in the case of 3rd cluster).
COVID-19大流行带来的巨大而突然的挑战需要政府迅速做出决策,同时也引发了公众主观认知的变化。本文实证分析了立陶宛不同群体对新冠疫情的态度、政府行为和主观幸福感的变化。为了实现这一目标,进行了一次有代表性的民意调查(N-804)。实证研究试图阐明个人的自我保护措施、对病毒危险的态度、政府实施的防治大流行病的措施、普遍的陈规定型观念以及对主观幸福感的影响。聚类分析证实了这样一种假设,即对社会作用的看法与对政府的期望之间存在联系,在大流行背景下,对主要政治行为者的信任动态与对政府具体行动的支持之间存在联系。如果这个群体更加自力更生,那么政府对公共生活哪怕是很小方面的政策也会导致分歧(在第一个集群的情况下),反之亦然,如果这个群体对政府有很高的期望,它就会得到支持(在第三个集群的情况下)。
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引用次数: 1
Housing as an Object of Consumption: Analysis of Functional, Symbolic and Investment Value 住房作为消费对象:功能价值、象征价值与投资价值分析
IF 0.3 4区 社会学 Q2 Arts and Humanities Pub Date : 2021-12-12 DOI: 10.6001/fil-soc.v32i4.4619
Andrius Segalovičius
Analysis of housing as an object of consumption rests upon the concept of the value of consumer object. A set of certain features of an object constitute its value and housing is explored by analysing its functional, investment and symbolic value. The results of the empirical study allows us to reasonably state that housing as an object of consumption is recognizable in the population surveyed. The assessment of functional, investment and symbolic value aspects varies with respect to the basic characteristics of housing – location in the city, living area and type of housing. The analysis of housing as an object of consumption revealed growth trends in the relevance of investment value, changes in attitudes towards housing loans and the relevance of owner status in the housing tenure.
对住房作为消费对象的分析是建立在消费对象价值概念的基础上的。一个物体的一系列特定特征构成了它的价值,通过分析它的功能、投资和象征价值来探索住房。实证研究的结果使我们可以合理地说,住房作为一种消费对象在被调查的人口中是可识别的。在功能、投资和象征价值方面的评估根据住房的基本特征——城市位置、居住面积和住房类型而有所不同。对作为消费对象的住房的分析揭示了投资价值相关性的增长趋势,对住房贷款态度的变化以及住房使用权中所有者地位的相关性。
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引用次数: 0
Loneliness and its Predictors in Lithuania and the European Context 立陶宛和欧洲背景下的孤独及其预测因素
IF 0.3 4区 社会学 Q2 Arts and Humanities Pub Date : 2021-12-12 DOI: 10.6001/fil-soc.v32i4.4623
G. Rapolienė, Vaida Tretjakova
Loneliness as a subjective consequence of social exclusion has a negative impact on both individual and public health, and impedes societal development. Even though Lithuania has one of the highest rates of loneliness among EU countries, it has not been closely studied. This paper presents for the first time the analysis of the prevalence and factors of loneliness in Lithuania, covering all age groups, and provides the European context. Data from the European Social Survey 7th Wave (2014) were analysed using binary logistic regression. Contrary to our expectations, (older) age is not a predictor of loneliness in Lithuania. Lonely people are more likely to be of other nationality than the majority and the main minorities (i.e. not Lithuanian, Russian or Polish); are less likely to live with a spouse or partner, but more likely to live with children in the same household; more often experience serious financial difficulties; have a history of financial instability in their childhood; tend to have poor subjective health. Not having a partner/spouse and lower economic status are well known risk factors of loneliness from previous international studies. In the context of European countries, the share of lonely people in Lithuania is about average and living without a spouse/partner is a common characteristic of loneliness across all countries. However, other factors of loneliness, such as financial difficulties (current and during childhood), living with children in the same household and poor subjective health appear to be more pronounced in Lithuania.
孤独作为社会排斥的主观后果,对个人和公众健康都有负面影响,并阻碍社会发展。尽管立陶宛是欧盟国家中孤独率最高的国家之一,但它并没有被仔细研究过。本文首次提出了立陶宛的流行和孤独因素的分析,涵盖所有年龄组,并提供了欧洲背景。来自欧洲社会调查第七波(2014)的数据使用二元逻辑回归进行分析。与我们的预期相反,在立陶宛,年龄并不是孤独的预测因素。孤独的人更有可能是其他国籍的,而不是大多数人和主要的少数民族(即不是立陶宛人、俄罗斯人或波兰人);不太可能与配偶或伴侣住在一起,但更可能与孩子住在同一个家庭;更经常经历严重的经济困难;在童年时期有经济不稳定的历史;主观健康倾向较差。从以往的国际研究来看,没有伴侣/配偶和较低的经济地位是众所周知的孤独风险因素。在欧洲国家的背景下,立陶宛孤独者的比例大约是平均水平,没有配偶/伴侣的生活是所有国家孤独的共同特征。然而,造成孤独的其他因素,如经济困难(现在和童年时期)、与子女住在同一个家庭以及主观健康状况不佳,在立陶宛似乎更为明显。
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引用次数: 1
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Filosofija-Sociologija
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