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How Could Semantic Processing and Other NLP Tools Improve Online Legal Databases? 语义处理和其他 NLP 工具如何改进在线法律数据库?
IF 0.8 Q2 LAW Pub Date : 2023-12-01 DOI: 10.2478/bjes-2023-0018
Renátó Vági
Abstract The spread of online databases and the increasingly sophisticated search solutions in the past 10–15 years have opened up many new opportunities for lawyers to find relevant documents. However, it is still a common problem that the various legal databases and legal search engines face an information crisis. Legal database providers use various information extraction solutions, especially named entity recognition (NER), to mitigate this problem. These solutions can improve the relevance of the lists of results. Their limitation, however, is that they can only extract and create searchable metadata entities if the latter have a well-defined location or regularity in the text. Therefore, the next era of search support for legal databases is semantic processing. Semantic processing solutions are fundamentally different from information extraction and NER because they do not only extract and make visible and/or searchable the specific information element contained in the text but allow for the analytical analysis of the text as a whole. In addition, in many cases, legal database developments using machine learning can be a significant burden on a company, as it is not always known what kind of an AI solution is needed, and how the providers could compare the different solutions. Legal database providers need to customize processing their documents and texts in the most optimal way possible, considering all their legal, linguistic, statistical, or other characteristics. This is where text processing pipelines can help. So, the article reviews the two main natural language processing (NLP) solutions which can help legal database providers to increase the value of legal data within legal databases. The article then shows the importance of text-processing pipelines and frameworks in the era of digitized documents and presents the digital-twin-distiller.
在过去的10-15年里,在线数据库的普及和日益成熟的搜索解决方案为律师寻找相关文件开辟了许多新的机会。然而,各种法律数据库和法律搜索引擎面临信息危机仍然是一个共同的问题。合法的数据库提供商使用各种信息提取解决方案,特别是命名实体识别(NER)来缓解这个问题。这些解决方案可以提高结果列表的相关性。然而,它们的限制是,它们只能提取和创建可搜索的元数据实体,如果后者在文本中具有定义良好的位置或规律性。因此,法律数据库搜索支持的下一个时代是语义处理。语义处理解决方案从根本上不同于信息提取和NER,因为它们不仅提取文本中包含的特定信息元素并使其可见和/或可搜索,而且还允许对整个文本进行分析分析。此外,在许多情况下,使用机器学习的法律数据库开发对公司来说可能是一个重大负担,因为它并不总是知道需要什么样的人工智能解决方案,以及提供商如何比较不同的解决方案。法律数据库提供商需要考虑所有法律、语言、统计或其他特征,以尽可能最佳的方式定制处理其文档和文本。这就是文本处理管道可以提供帮助的地方。因此,本文综述了两种主要的自然语言处理(NLP)解决方案,它们可以帮助法律数据库提供商提高法律数据库中法律数据的价值。文章阐述了数字化文档时代文本处理管道和框架的重要性,并提出了数字孪生蒸馏器。
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引用次数: 0
Threats to Diversity of Opinion and Freedom of Expression via Social Media 社交媒体对意见多样性和表达自由的威胁
IF 0.8 Q2 LAW Pub Date : 2023-12-01 DOI: 10.2478/bjes-2023-0014
Rastislav Funta, Peter Ondria
Abstract The article investigates whether there is a need for legislative action in social networks—which are similar to broadcasting—to ensure that diversity of opinion can be sufficiently expressed to protect freedom of opinion-forming. The investigation focuses on Facebook because it has the largest number of registered users worldwide and is thus the network with the greatest reach. First and foremost, it will be debated whether social networks have a power of opinion comparable to broadcasting. Based on this foundation, it is possible to assess the extent to which diversity of opinion is expressed in social networks and the extent to which freedom to form opinions is actually under threat.
摘要本文探讨了在类似于广播的社交网络中是否需要立法行动,以确保意见的多样性能够得到充分表达,以保护意见形成的自由。此次调查的重点是Facebook,因为它在全球拥有最多的注册用户,因此是影响力最大的网络。首先也是最重要的是,人们会争论社交网络是否具有与广播相媲美的舆论力量。在此基础上,可以评估社会网络中意见多样性的表达程度,以及形成意见的自由在多大程度上受到威胁。
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引用次数: 0
Evolution of the European Union Development Policy towards India 欧盟对印度发展政策的演变
IF 0.8 Q2 LAW Pub Date : 2023-12-01 DOI: 10.2478/bjes-2023-0013
Simant Shankar Bharti
Abstract India was the first country in South Asia to establish diplomatic relations with the European Economic Community (EEC). Once, the country was one of the top beneficiaries of the EEC development assistance. However, this article traces the evolution of development policy with India and how the relationship has evolved between the two partners over time. Particularly, the discussion focuses on the development cooperation between the European Union (EU) and India from 1957 to 2020. A major shift took place in 2004 when the EU and India became strategic partners, and India is the only country from South Asia that has established a strategic partnership with the EU. The study also explores the founding principles of the relationship between both partners. The qualitative research method is applied here in the empirical setting to explain the crux of diplomatic relations and development cooperation. Likewise, we found here, through the latest results, that EU–India relations were established and strengthened in the past decade. The EU also concluded some trade negotiations, but the complete free-trade agreements (FTAs) are still in the dialogue phase.
印度是南亚第一个与欧洲经济共同体(EEC)建立外交关系的国家。该国曾经是欧洲经济共同体发展援助的最大受益者之一。然而,本文追溯了与印度发展政策的演变,以及两个伙伴之间的关系如何随着时间的推移而演变。讨论的重点是欧盟与印度从1957年到2020年的发展合作。2004年,欧盟和印度成为战略伙伴,这是一个重大转变,印度是唯一一个与欧盟建立战略伙伴关系的南亚国家。该研究还探讨了双方关系的基本原则。本文在实证背景下运用定性研究方法来解释外交关系与发展合作的症结所在。同样,我们在这里通过最新的结果发现,欧盟与印度的关系在过去十年中得到了建立和加强。欧盟也完成了一些贸易谈判,但完整的自由贸易协定仍处于对话阶段。
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引用次数: 0
Divorce at the Notary: Protection of Creditors’ Interests 离婚公证:保护债权人的利益
IF 0.8 Q2 LAW Pub Date : 2023-12-01 DOI: 10.2478/bjes-2023-0017
Eva Trinkūnienė, Tatjana Viškelienė
Abstract In order to continue to grow and prosper, modern society is increasingly adopting the products of companies, institutions, and organizations providing credit services. However, as a result, dissolution of a marriage tends to pose problems and raises unavoidable questions concerning the determination of the nature of the obligations of the spouses and the division of these obligations, which is why it is quite common in divorce cases for a third party, a creditor whose interests also need to be protected, to be involved. In cases concerning family relations, protection of the public interest predominates because protection of the legal interests of the spouses as well as the creditors must be guaranteed, also the proportionality of the protection of the legal interests between the parties must be achieved, because everyone has the right to defend their violated rights, and the state must ensure the protection of those legal interests. However, this protection is often compromised due to the lack of information available to notaries, which could be alleviated by more extensive use of technology. The article’s aim is to analyze the amendments to the Civil Code of the Republic of Lithuania as of 1 January 2023 concerning extrajudicial divorce at a notary, its advantages and drawbacks, as well as to discuss the existing and the possibility of adaptation of new technological solutions with an aim of improving the protection of creditors in the divorce process.
现代社会为了持续发展和繁荣,越来越多地采用提供信用服务的公司、机构和组织的产品。然而,因此,解除婚姻往往会造成问题,并在确定配偶义务的性质和这些义务的划分方面提出不可避免的问题,这就是为什么在离婚案件中,第三者,即其利益也需要得到保护的债权人的参与是相当普遍的。在涉及家庭关系的案件中,对公共利益的保护占主导地位,因为必须保证对配偶和债权人的合法利益的保护,也必须实现当事人之间合法利益保护的相称性,因为每个人都有权捍卫自己被侵犯的权利,国家必须确保这些合法利益得到保护。然而,由于公证员缺乏可用的信息,这种保护往往受到损害,这可以通过更广泛地使用技术来缓解。本文的目的是分析立陶宛共和国民法典自2023年1月1日起关于公证法外离婚的修正案,其优点和缺点,并讨论现有的和适应新技术解决方案的可能性,目的是改善离婚过程中对债权人的保护。
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引用次数: 0
Elite Agenda, Media Framing, and Public Perception of European Integration in Estonia 爱沙尼亚精英议程、媒体框架和公众对欧洲一体化的看法
IF 0.8 Q2 LAW Pub Date : 2023-12-01 DOI: 10.2478/bjes-2023-0016
Holger Mölder, Archil Chochia, Katrin Nyman-Metcalf
Abstract The following desk research was conducted in the framework of the Horizon 2020 project Mediatized EU to study how media discourses have been constructed to foster or hamper the European project and how they resonated among the public, by focusing on the elite–media–public triangle. This is an in-depth longitudinal review of the existing academic literature, policy developments, and available data on the transformation of media discourses, elite views, and public opinion on the EU and Europeanization in Estonia, Estonia’s path towards European integration, and the ways in which the media has influenced public opinion throughout the last twenty years since Estonia joined the European Union.
本文在“地平线2020”项目“媒介化的欧盟”的框架下进行了桌面研究,通过关注精英-媒体-公众三角关系,研究媒体话语如何被构建以促进或阻碍欧洲项目,以及它们如何在公众中引起共鸣。这是对现有学术文献、政策发展和现有数据的深入纵向回顾,这些数据涉及爱沙尼亚对欧盟和欧化的媒体话语、精英观点和公众舆论的转变、爱沙尼亚走向欧洲一体化的道路,以及自爱沙尼亚加入欧盟以来的过去二十年中媒体影响公众舆论的方式。
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引用次数: 0
Selected Legal Issues in Online Adult Education: Compliance of Online Learning and Teaching Process with GDPR 在线成人教育的若干法律问题:在线学习和教学过程是否符合 GDPR
IF 0.8 Q2 LAW Pub Date : 2023-12-01 DOI: 10.2478/bjes-2023-0015
Inga Jekabsone
Abstract COVID-19 has had a major influence on the educational system. Since March 2020, the majority of teaching and learning has taken place online, including in the adult education sector. At the same time, the speedy transformation to the online mode has raised various legal issues, particularly regarding data protection, intellectual property rights, and compliance with the national legal framework. This article aims to analyse the compliance of online learning and teaching in adult education programmes with the General Data Protection Regulation (GDPR) and, on the basis of that, make recommendations to adult education entities that offer online teaching and learning process. To achieve the aim, the author uses the following research methods: a doctrinal research method, a scientific literature review, and a survey. As a result, the author identifies various legal issues regarding personal data protection during recording online teaching and learning, such as compliance with the GDPR requirements during online lecturing, compliance of e-platform providers with the GDPR, unauthorised access, data loss, and cyberattacks.
新冠肺炎疫情对教育系统产生了重大影响。自2020年3月以来,包括成人教育部门在内的大部分教学和学习都在网上进行。与此同时,向网络模式的快速转变也带来了各种法律问题,特别是在数据保护、知识产权和遵守国家法律框架方面。本文旨在分析成人教育项目中的在线学习和教学是否符合《通用数据保护条例》(GDPR),并在此基础上向提供在线教学过程的成人教育实体提出建议。为了达到这一目的,作者采用了以下研究方法:理论研究法、科学文献综述法和调查法。因此,笔者确定了在线教学录音过程中与个人数据保护相关的各种法律问题,如在线授课过程中是否符合GDPR要求、电子平台提供商是否符合GDPR要求、未经授权访问、数据丢失、网络攻击等。
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引用次数: 0
Evolution of the Digital Economy and Society Index in the European Union: Α Socioeconomic Perspective 欧盟数字经济与社会指数的演变:社会经济视角
IF 0.8 Q2 LAW Pub Date : 2023-12-01 DOI: 10.2478/bjes-2023-0020
Melpomeni Masoura, Sonia Malefaki
Abstract The rapid development of information and communication technologies (ICT) in recent years has brought about significant changes in many social sectors such as communication, economy, entertainment, and others. To define the key role that ICT plays in its development course, the European Union (EU) has developed a composite indicator, the Digital Economy and Society Index (DESI), to assess the digital policy performance of its Member States. In the current work, an attempt is made to evaluate the performance of the EU countries on the digital economy and society with respect to implemented EU digital policies by studying the five dimensions of the DESI for the years 2014–2019, using the corresponding DESI reports (DESI 2015 – DESI 2020). Moreover, the digital convergence among EU Member States, in terms of similarity of their performance in the five dimensions of the DESI by grouping them according to the optimal number of clusters, is also examined. Since the optimal number of clusters is two, EU Member States are classified in two groups, one of high and one of low performance in the five dimensions of the DESI. The evolution of each member country and the possible transitions from one group to another during the years 2014–2019 is also a point of interest. The grouping of EU Member States into the two clusters showed that socioeconomic factors may affect the overall DESI. Linear mixed effect models confirm the positive effect of Gross Domestic Product per capita, the public expenditure for education and research and development (R&D) on the DESI and the negative effect of the average number of weekly working hours. The results could be used to reform the existing EU digital policies and identify areas where further improvement is needed.
近年来,信息通信技术(ICT)的飞速发展,给通信、经济、娱乐等诸多社会领域带来了巨大的变化。为了确定信息通信技术在其发展过程中发挥的关键作用,欧盟(EU)制定了一个综合指标,即数字经济和社会指数(DESI),以评估其成员国的数字政策绩效。在当前的工作中,通过使用相应的DESI报告(DESI 2015 - DESI 2020),研究2014-2019年DESI的五个维度,试图评估欧盟国家在数字经济和社会方面实施的欧盟数字政策的表现。此外,还研究了欧盟成员国之间的数字趋同,即根据最优集群数量对它们进行分组,从而在DESI的五个维度上表现相似。由于集群的最佳数量为两个,因此欧盟成员国在DESI的五个维度中分为两组,一组是高绩效组,一组是低绩效组。在2014-2019年期间,每个成员国的演变以及从一个集团向另一个集团的可能过渡也是一个值得关注的问题。将欧盟成员国划分为这两类表明,社会经济因素可能影响总体经济发展指数。线性混合效应模型证实了人均国内生产总值(gdp)、教育和研发(R&D)的公共支出对DESI的积极影响,以及平均每周工作时间对DESI的消极影响。调查结果可用于改革现有的欧盟数字政策,并确定需要进一步改进的领域。
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引用次数: 0
Automation Within a Novel Platform for the European Small Claims Procedure 在欧洲小额索赔程序新平台内实现自动化
IF 0.8 Q2 LAW Pub Date : 2023-12-01 DOI: 10.2478/bjes-2023-0019
Karine Veersalu, Thomas Hoffmann
Abstract Contemporary technology and artificial intelligence increasingly facilitate the delivery of justice by automating, accelerating, and supporting judicial procedures with digitisation and automation tools. This article analyses options for the automatisation of the European Small Claims Procedure. The authors propose the digitisation of the procedure to a greater extent by additional features, such as AI-powered translation and text-to-speech tools, as well as creation of a trustworthy system for submission and storing of procedural documents based on the Estonian e-File example within the framework of the ongoing EU-funded SCAN II-project.
当代技术和人工智能通过数字化和自动化工具自动化、加速和支持司法程序,日益促进司法的执行。本文分析了欧洲小额索赔程序自动化的选择。作者建议在更大程度上通过其他功能将程序数字化,例如人工智能翻译和文本转语音工具,以及在正在进行的欧盟资助的SCAN ii项目框架内,基于爱沙尼亚电子文件示例创建一个可信赖的系统,用于提交和存储程序文件。
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引用次数: 0
Identifying Factors Affecting Green Consumer Purchase Behavior on E-Commerce Websites 电子商务网站上影响绿色消费者购买行为的因素识别
IF 0.8 Q2 LAW Pub Date : 2023-05-24 DOI: 10.2478/bjes-2023-0003
Hossein Bodaghi Khajeh Noubar, Sam Rahimzadeh Holagh, Arezoo Sadri
Abstract As ecological problems are rapidly expanding, they bring with them increasingly threatening and drastic complications. On the other hand, the economic benefits of plastic products have created a dilemma for consumers and business owners. Since one of the main channels for satisfying daily needs is online shopping and social media, and the market share of electronic commerce is growing inexorably compared to traditional brick-and-mortar methods, it would be useful to understand the factors related to consumer behavior on these platforms in order to resolve environmental issues. This research attempts to identify the factors affecting green consumer purchase decisions on social commerce platforms. A questionnaire was designed based on data gathered using bibliographic methods, and collected data from 532 valid samples was analyzed using SmartPLS software. According to the findings, subjective norms such as social network inference is positively correlated to green product attractiveness. In addition, the results show that personality traits and green product attractiveness are positively correlated; moreover, the results show that there is a positive relation between green advertising and green product attractiveness. It is believed that the outcomes of this research will contribute to and be beneficial for manufacturers and businesses by proposing a new model for green marketing and green product awareness.
摘要随着生态问题的迅速扩大,生态问题也带来了越来越严重的威胁。另一方面,塑料产品的经济效益给消费者和企业主带来了困境。由于满足日常需求的主要渠道之一是在线购物和社交媒体,而且与传统的实体方法相比,电子商务的市场份额正在无情地增长,因此了解这些平台上与消费者行为相关的因素以解决环境问题将是有益的。本研究试图确定影响社交商务平台上绿色消费者购买决策的因素。根据使用书目方法收集的数据设计了一份问卷,并使用SmartPLS软件对532个有效样本的数据进行了分析。研究结果表明,社会网络推理等主观规范与绿色产品吸引力呈正相关。此外,研究结果表明,人格特征与绿色产品吸引力呈正相关;此外,研究结果表明,绿色广告与绿色产品吸引力之间存在正相关关系。据信,这项研究的成果将为制造商和企业提出一种新的绿色营销和绿色产品意识模式,从而对制造商和企业做出贡献和有益。
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引用次数: 0
How to Ensure the Development of SMEs in Post-Pandemic Economy? A Start-ups Case Study 如何确保疫情后经济中中小企业的发展?初创企业案例研究
IF 0.8 Q2 LAW Pub Date : 2023-05-24 DOI: 10.2478/bjes-2023-0010
Anna Jasińska-Biliczak
Abstract After the humanitarian crisis, caused by COVID-19, enterprises have to face a post-pandemic economic crisis. As small and medium-sized enterprises (SMEs) constitute 99% of EU enterprises and create every third workplace (European Parliament, 2021), it is important to monitor their situation not only to survive but also to develop and build strong economies in the future. The aim of this research is to investigate development trends and opportunities in (SMEs’) development, with a special focus on start-ups (STPS) as representative of these. Also, special attention is paid to the concept of sustainable development (SD), which fulfils the UN 2030 Agenda for Sustainable Development Goals (SDGs). The proposed methodology consists of three stages: desk research, in-depth interviews, and primary data analysis, and uses a qualitative method. The article describes the findings of recent Polish studies undertaken to verify and augment earlier pilot research. The novelty of the article is the examination of the dependence between the STPS survival rate and the SD as a measure of SDGs’ fulfilment. The limitation may be the specificity of the pandemic, as well as the study of post-pandemic trends that shows a strictly binding need to have a stable strategy for establishing, managing and developing enterprises and increasing their survival rates.
摘要新冠肺炎引发人道主义危机后,企业面临疫情后的经济危机。由于中小型企业(SME)占欧盟企业的99%,并创造了三分之一的工作场所(欧洲议会,2021),重要的是监测它们的状况,不仅是为了生存,也是为了在未来发展和建设强大的经济。本研究的目的是调查(中小企业)发展的发展趋势和机遇,特别关注作为代表的初创企业(STPS)。此外,还特别关注可持续发展的概念,它实现了联合国2030年可持续发展目标议程。所提出的方法包括三个阶段:案头研究、深入访谈和初步数据分析,并使用定性方法。这篇文章描述了波兰最近为验证和加强早期试点研究而进行的研究结果。这篇文章的新颖之处在于研究了STPS存活率和SD之间的相关性,以此作为衡量可持续发展目标实现情况的指标。限制可能是疫情的特殊性,以及对疫情后趋势的研究表明,需要制定一个稳定的战略来建立、管理和发展企业,并提高其生存率。
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引用次数: 0
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TalTech Journal of European Studies
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