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Analyzing Automation Technologies and Their Tasks in Patent Texts Using Natural Language Processing 利用自然语言处理技术分析专利文本中的自动化技术及其任务
Pub Date : 2024-01-25 DOI: 10.53465/edamba.2023.9788022551274.187-196
Tomáš Oleš
Technological advances have changed the labor market, and automation technology is a major factor affecting jobs. To study its impact, it's important to accurately measure automation technologies. Patent text is a novel approach to understanding technological progress and identifying the tasks that different automation technologies can perform. The paper uses a dictionary-based approach to identify automation technologies from patent text and categorizes them into three groups: Robots, Software, and Artificial Intelligence. We find that the number of patents related to these groups has grown exponentially since 1980, with AI patents growing the fastest since the 1990s. Most patents are in the Physics (G) patent family. The tasks performed by the different groups of automation technologies vary, with robots focusing on assembly tasks, software on information processing, and AI on higher cognitive tasks. Almost all technologies aim to improve efficiency and reduce costs, according to the patent description.
技术进步改变了劳动力市场,而自动化技术是影响就业的一个重要因素。要研究其影响,准确衡量自动化技术非常重要。专利文本是了解技术进步和识别不同自动化技术所能完成任务的一种新方法。本文采用基于词典的方法从专利文本中识别自动化技术,并将其分为三类:机器人、软件和人工智能。我们发现,自 1980 年以来,与这些类别相关的专利数量呈指数增长,其中人工智能专利自 20 世纪 90 年代以来增长最快。大多数专利属于物理学(G)专利系列。不同类别的自动化技术所执行的任务各不相同,机器人侧重于装配任务,软件侧重于信息处理,而人工智能则侧重于高级认知任务。根据专利描述,几乎所有技术都旨在提高效率和降低成本。
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引用次数: 0
The Relationship Between Unemployment and the Risk of Poverty in the Slovak Republic 斯洛伐克共和国失业与贫困风险之间的关系
Pub Date : 2024-01-25 DOI: 10.53465/edamba.2023.9788022551274.24-34
Klaudia Bžanová, Ondrej Kováč
Unemployment is a factor that affects the economic security of individuals and society as a whole. The poverty risk rate is one of the main factors related to social inequality and social protection. Unemployment and long-term unemployment can increase the poverty risk rate because individuals have limited or insufficient income and employment opportunities. The relationship between unemployment, long-term unemployment and poverty rates is currently the subject of various research topics. This paper focuses on these interrelationships in Slovakia. The aim is to analyse the data and explore the correlations between these variables. The thesis mainly used statistical data provided by the Slovak Statistical Office and other relevant studies. The methods of analysis, synthesis and correlation were used. These data highlight the relationship between unemployment, long-term unemployment and poverty. The results of the article are intended to provide information for reducing unemployment, limiting long-term unemployment, and reducing the risk of poverty in Slovakia.
失业是影响个人和整个社会经济安全的一个因素。贫困风险率是与社会不平等和社会保护相关的主要因素之一。失业和长期失业会增加贫困风险率,因为个人的收入和就业机会有限或不足。失业、长期失业和贫困率之间的关系是目前各种研究课题的主题。本文重点研究斯洛伐克的这些相互关系。目的是分析数据并探讨这些变量之间的相关性。论文主要使用了斯洛伐克统计局提供的统计数据和其他相关研究。论文采用了分析、综合和相关的方法。这些数据突出了失业、长期失业和贫困之间的关系。文章的结果旨在为斯洛伐克减少失业、限制长期失业和降低贫困风险提供信息。
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引用次数: 0
Defining the Current Issues Preventing Natural Transition to Electric Vehicles (EVs) 界定当前阻碍向电动汽车(EV)自然过渡的问题
Pub Date : 2024-01-25 DOI: 10.53465/edamba.2023.9788022551274.207-222
Jakub Pernický
This paper analysis the most important obstacles that are preventing more effective and faster transition to alternative means of transportation, while focusing on specific case of electric vehicles (EVs). As subject of transport emissions gains more attention, it is required to look for viable and economically and environmentally rational solutions towards transition to green road transport. First it evaluates, whether such transition is necessary and required, pointing out the current state of CO₂ emissions for which transport sector is responsible. Key issues preventing natural transition from internal combustion engine vehicles (ICEs) are then analyzed from consumer perspective. Paper evaluates and defines significance of each of the selected issues, reviews the most common assumptions and possible misconceptions. Several surveys data are analyzed and synthesized, providing a coherent answer applicable for most regions. Three key issues are defined and analyzed based on results, stating their relevance and solution possibility. The discussion then defines the current and future potential of EVs globally, as a potential successor of ICEs, based on information concluded, and provides summarized results of analyzed subject. Results points out to three major issues; range, price, and charging, while partially confirming their relevance, which is closely analyzed in individual parts of the paper. However, despite the fact, that the issues were confirmed to be still present, data proves a significant growth in demand for alternative transportation, specifically EVs. This trend could be expected to continue (even hasten) in short future due to gradual removal of given problems as perceived by consumers based on technological advance.
本文分析了阻碍更有效、更快速地向替代运输方式过渡的最重要障碍,同时重点介绍了电动汽车(EV)的具体情况。随着运输排放问题日益受到关注,需要寻找可行的、经济上和环境上合理的解决方案,向绿色道路运输过渡。首先,它评估了这种过渡是否必要和需要,指出了运输部门所负责的二氧化碳排放现状。然后从消费者的角度分析了阻碍内燃机汽车自然过渡的关键问题。论文评估并界定了每个选定问题的重要性,回顾了最常见的假设和可能存在的误解。对多项调查数据进行了分析和综合,提供了适用于大多数地区的一致答案。根据调查结果确定并分析了三个关键问题,说明了其相关性和解决的可能性。然后,根据总结的信息,讨论了电动汽车作为内燃机汽车的潜在后继者,在全球范围内的当前和未来潜力,并提供了分析主题的汇总结果。结果指出了三个主要问题:续航里程、价格和充电,同时部分证实了它们的相关性,本文的各个部分将对此进行深入分析。然而,尽管这些问题被证实仍然存在,但数据证明,人们对替代交通工具,特别是电动汽车的需求大幅增长。随着技术的进步,消费者认为存在的问题逐渐得到解决,预计这一趋势在不久的将来还会继续(甚至加速)。
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引用次数: 0
Impact of European Structural and Investment Funds on the Slovak Economy 欧洲结构与投资基金对斯洛伐克经济的影响
Pub Date : 2024-01-25 DOI: 10.53465/edamba.2023.9788022551274.301-309
Kristína Jánošková
The European Structural and Investment Funds (ESIF) represent a valuable tool of the European Union. EU countries use the funds to finance activities focused on different areas. They are primarily aimed at reducing regional disparities between regions. The objective of this paper is to examine the effect of the European Structural and Investment Funds on economic indicators in Slovakia. To achieve this aim, the paper examines the evolution of economic indicators between the years 2007 and 2021. Secondary data on the drawing of the European Structural and Investment Funds in Slovakia in the period under review are identified. The impact is detected in the paper based on regression and correlation analysis. Established on the correlation and regression analysis outcome, we can argue that there is a dependence between the implementation of ESIF and the economic indicators, although the implementation of the ESIF has a small impact on gross domestic product and unemployment.
欧洲结构与投资基金(ESIF)是欧盟的一项重要工具。欧盟国家利用这些基金资助不同领域的活动。其主要目的是缩小地区之间的差距。本文旨在研究欧洲结构与投资基金对斯洛伐克经济指标的影响。为实现这一目标,本文研究了 2007 年至 2021 年间经济指标的演变情况。本文确定了审查期间欧洲结构与投资基金在斯洛伐克的使用情况的二手数据。本文基于回归分析和相关分析来检测其影响。根据相关性分析和回归分析的结果,我们可以认为,尽管欧洲结构与投资基金的实施对国内生产总值和失业率的影响较小,但实施欧洲结构与投资基金与经济指标之间存在依赖关系。
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引用次数: 0
Analysis of the Capital Structure of the Company in the Period Before and During the COVID-19 Pandemic COVID-19 大流行之前和期间公司资本结构分析
Pub Date : 2024-01-25 DOI: 10.53465/edamba.2023.9788022551274.250-260
Michal Rimeš
This paper summarizes the optimal capital structure, comparing the period before and during the COVID-19 pandemic. Using the analysis of financial statements, we deal with the adequacy of the capital structure, drawing on the available literature that describes both classical and current models. We concluded that the company’s low credit indebtedness was very beneficial for companies during the pandemic period since companies with a high credit burden were much more likely to become insolvent. The company we monitor draws foreign sources of coverage mainly from the sources of the consolidated whole, which is a huge competitive advantage, but we realize that not every company has such possibilities. In addition, itis necessary to monitor liquidity indicators, because our analysis showed that although the company, we monitor is financially sound and in excellent shape, it may have problems with repaying its liabilities, as its liquidity ratios have been below the optimal threshold for a long time.
本文通过比较 COVID-19 大流行之前和期间的情况,总结了最佳资本结构。通过对财务报表的分析,我们借鉴了现有文献中对经典模型和当前模型的描述,处理了资本结构的充足性问题。我们得出的结论是,在大流行病期间,公司的低信贷负债对公司非常有利,因为高信贷负担的公司更有可能破产。我们监测的这家公司主要从合并后的整体来源中获取国外承保来源,这是一个巨大的竞争优势,但我们意识到并非每家公司都有这样的可能性。此外,有必要对流动性指标进行监测,因为我们的分析表明,虽然我们监测的这家公 司财务状况良好,但在偿还债务方面可能存在问题,因为其流动性比率长期低于最佳阈值。
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引用次数: 0
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EDAMBA 2023: Conference Proceedings
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