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Journal of Research, Innovation and Technologies (JoRIT)最新文献

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Building a Systematic Innovation Factor in Stock Investing 在股票投资中构建系统性创新因素
Pub Date : 2024-06-01 DOI: 10.57017/jorit.v3.1(5).03
Margaréta Pauchlyová, Radovan Vojtko
This paper has several aims. First, it seeks to answer whether a portfolio comprised of top innovators outperforms the S&P 500 index. To achieve this, a strategy was developed to invest long in top innovators based on their ranking, and its performance was compared to that of the broad-based index. Secondly, the paper aims to assess the volatility associated with innovative stocks, given the common belief that higher innovativeness carries higher risk. Additionally, it seeks to analyse the impact of sector factors on the portfolio's performance. Finally, the paper conducts a comparative analysis between the portfolio's performance and that of the ARK Innovation ETF (ARKK), which specifically focuses on investing in companies relevant to the theme of disruptive innovation.
本文有几个目的。首先,本文试图回答由顶级创新者组成的投资组合是否跑赢标准普尔 500 指数。为此,本文根据顶级创新企业的排名,制定了对其进行多头投资的策略,并将其表现与宽基指数进行了比较。其次,鉴于人们普遍认为创新性越高,风险越大,本文旨在评估与创新型股票相关的波动性。此外,本文还试图分析行业因素对投资组合表现的影响。最后,本文对投资组合的表现与 ARK 创新 ETF(ARKK)的表现进行了比较分析,后者专门投资于与颠覆性创新主题相关的公司。
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引用次数: 0
Evaluating Bitcoin Price Volatility Forecasting Models: A Comparative Analysis 评估比特币价格波动预测模型:比较分析
Pub Date : 2024-03-01 DOI: 10.57017/jorit.v3.1(5).01
Cristina Chinazzo, Vahidin Jeleskovic
This paper conducts an extensive analysis of Bitcoin return series, with a primary focus on three volatility metrics: historical volatility (calculated as the sample standard deviation), forecasted volatility (derived from GARCH-type models), and implied volatility (computed from the emerging Bitcoin options market). These measures of volatility serve as indicators of market expectations for conditional volatility and are compared to elucidate their differences and similarities. The central finding of this study underscores a notably high expected level of volatility, both on a daily and annual basis, across all the methodologies employed. However, it's important to emphasise the potential challenges stemming from suboptimal liquidity in the Bitcoin options market. These liquidity constraints may lead to discrepancies in the computed values of implied volatility, particularly in scenarios involving extreme money or maturity. This analysis provides valuable insights into Bitcoin's volatility landscape, shedding light on the unique characteristics and dynamics of this cryptocurrency within the context of financial markets.
本文对比特币收益率序列进行了广泛分析,主要关注三个波动率指标:历史波动率(以样本标准差计算)、预测波动率(由 GARCH 模型得出)和隐含波动率(由新兴比特币期权市场计算得出)。这些波动率指标作为市场对条件波动率预期的指标,通过比较来阐明它们之间的异同。本研究的核心发现强调,在所有采用的方法中,无论是按日还是按年计算,波动率的预期水平都明显较高。不过,必须强调的是,比特币期权市场的流动性不理想可能带来挑战。这些流动性限制可能会导致隐含波动率计算值的差异,尤其是在涉及极端货币或到期日的情况下。这项分析为比特币的波动率情况提供了宝贵的见解,揭示了这种加密货币在金融市场背景下的独特特征和动态。
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引用次数: 0
Machine Learning Techniques in Financial Applications 金融应用中的机器学习技术
Pub Date : 2024-03-01 DOI: 10.57017/jorit.v3.1(5).02
Sami Mestiri
Over the past few years, the financial sector has witnessed an increase in the adoption of machine learning models within banking and insurance domains. Advanced analytic teams in the financial community are implementing these models regularly. This paper aims to explore the various machine learning approaches utilized in these sectors and offers recommendations for selecting suitable methods for financial applications. Additionally, the paper provides references to R packages that can be used to compute the machine learning methods. Our aim is to bring a valuable contribution to the field of financial research by providing a more comprehensive and advanced method of credit scoring, which in turn improves assessments of customers' debt repayment capabilities and improves risk management tactics.
在过去几年里,金融行业在银行和保险领域采用机器学习模型的情况越来越多。金融界的高级分析团队正在定期实施这些模型。本文旨在探讨这些领域使用的各种机器学习方法,并为选择适合金融应用的方法提供建议。此外,本文还提供了可用于计算机器学习方法的 R 软件包参考。我们的目标是为金融研究领域做出有价值的贡献,提供一种更全面、更先进的信用评分方法,进而改进对客户偿债能力的评估,改善风险管理战术。
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引用次数: 0
Untangling the Jurisdictional Web in Cyberspace 解开网络空间的管辖之网
Pub Date : 2023-12-01 DOI: 10.57017/jorit.v2.2(4).08
Yassin Abdelkarim
The ambiguous theme of cyberspace and its broad widespread inflict a major effect on the legal procedures of litigations. Since litigation might include several nationalities, because of the cosmopolitan nature of cyberspace, determining the competent court is not as direct as traditional litigations. Cyber litigations complicate this procedural threshold as the traditional application of jurisdiction determinants might not suit cyber disputes. Furthermore, jurisdiction conflicts in cyberspace frustrate settling the dispute as courts avoid giving their judgments due to invalidity. Therefore, these conflicts introduce a modern issue to private international law theorists. It is indisputable that drafting obvious jurisdictional rules enhances the rule of law in cyberspace. Thus, the research analyses this issue and establishes a comparison to determine the state of the art regarding it. The article reviews the relevant academic contributions and legislation to point out how they crystallize the aspects of the research question. Besides, it studies relevant case laws from the UK and US judiciaries to conclude the legal principle they adopt to settle these conflicts and to enhance the validity of their judgments. Eventually, it introduces a comprehensive theory on settling jurisdiction conflicts regarding cyber litigation, which enhances the rule of law in cyberspace. 
网络空间主题的模糊性和广泛性对诉讼的法律程序产生了重大影响。由于网络空间的世界性,诉讼可能包括多个国家,因此确定管辖法院不像传统诉讼那样直接。网络诉讼使这一程序门槛变得复杂,因为传统的管辖权决定因素的适用可能不适合网络纠纷。此外,网络空间中的管辖权冲突会阻碍争端的解决,因为法院会以无效为由避免做出判决。因此,这些冲突给国际私法理论家带来了一个现代问题。毋庸置疑,起草明显的管辖权规则可以加强网络空间的法治。因此,本研究分析了这一问题,并进行了比较,以确定有关这一问题的最新进展。文章回顾了相关的学术贡献和立法,指出它们是如何将研究问题的各个方面具体化的。此外,文章还研究了英国和美国司法机构的相关案例,总结出他们在解决这些冲突时所采用的法律原则,以提高其判决的有效性。最后,本文提出了解决网络诉讼管辖权冲突的综合理论,以加强网络空间的法治。
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引用次数: 0
Testing Parallel Trends in Differences-in-Differences and Event Study Designs: A Research Approach Based on Pre-Treatment Period Significance 测试差分和事件研究设计中的平行趋势:基于前处理期显著性的研究方法
Pub Date : 2023-12-01 DOI: 10.57017/jorit.v2.2(4).07
John Michael RIVEROS-GAVILANES
Traditional tests for parallel trends in the context of differences-in-differences are based on the observation of the mean values of the dependent variable in the treatment and control groups over time. However, given the new discussions brought by the development of the event study designs, controlling for observable factors may intervene in the fulfilment of the parallel trend assumption. This article presents a simple test based on the statistical significance of pre-treatment periods which can be extended from the classic Differences-in-Differences up to event study designs in universal absorbing treatments. The test requires at least two pre-treatment periods and can done by constructing appropriate dummy variables.
传统的差异平行趋势检验是基于对治疗组和对照组因变量随时间变化的平均值的观察。然而,由于事件研究设计的发展带来了新的讨论,对可观察因素的控制可能会影响平行趋势假设的实现。本文介绍了一种基于前处理期统计显著性的简单检验方法,它可以从经典的差分法扩展到普遍吸收处理的事件研究设计。该检验需要至少两个前处理期,可以通过构建适当的虚拟变量来完成。
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引用次数: 0
Individual Privacy and Data Protection Rights. The Legal and Economic Consequences of the Violation During the Covid-19 Pandemic 个人隐私和数据保护权利。Covid-19 大流行期间侵权行为的法律和经济后果
Pub Date : 2023-12-01 DOI: 10.57017/jorit.v2.2(4).09
Biljana Damjanović, Sanja Grbović, Danilo Ćupić
The basic constitutional freedoms and rights of a person and citizen are in principle unlimited: the full scope of their exercise is the rule, and the restriction determined by law can only be an exception based on explicit constitutional authority and the legitimate aim of the restriction determined by the Constitution. That being so, the restrictions - in addition to being based on constitutional authority and pursuing constitutional objectives - should be commensurate with the needs to achieve these objectives. This means that restrictive legal rules must be suitable for achieving the legitimate aim pursued, must not be stricter than necessary and must be balanced between the constitutionally guaranteed subjective right of the individual and the interests of society.In this paper, the authors point out the economic and legal consequences of the violation of individual privacy and data protection rights caused by the public disclosure of personal data of people who, at a certain time, were obliged to self-isolate due to suspicion of Covid-19 virus infection. 
宪法规定的个人和公民的基本自由和权利原则上是无限的:充分行使这些自由和权利是 规则,法律规定的限制只能是基于明确的宪法授权和宪法规定的限制的合法目的的例外。既然如此,限制--除了基于宪法授权和追求宪法目标之外--应当与实现这些目标的需要相称。这意味着限制性法律规则必须适合于实现所追求的合法目标,不得过于严格,并且必须在宪法保障的个人主观权利与社会利益之间取得平衡。在本文中,作者指出了公开披露因怀疑感染 Covid-19 病毒而必须在某一时期进行自我隔离的人的个人数据所造成的侵犯个人隐私和数据保护权利的经济和法律后果。
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引用次数: 0
Societal Patterns Evolution Model in Development of Economy, Society, and Environment 经济、社会与环境发展中的社会形态演化模型
Pub Date : 2023-08-01 DOI: 10.57017/jorit.v2.2(4).03
D. Gakh
The Societal Patterns Evolution Model (SPEM) (Gakh, 2023a) has been developed to apply to socio-technical systems. It contains patterns representing stages of societal development. Mapping of these patterns to the development of Information and Communication Technologies (ICTs) and Information Systems was presented at FedCSIS 2022 Conference (Gakh, 2022c). This paper discusses the application of SPEM to model the development of three pillars of sustainability: economic, social, and environmental (Purvis et al., 2019; United Nations, 2023). An Artificial Intelligence model has been developing to evaluate scholarly papers according to the SPEM model including economic, social, and environmental indicators (Gakh, 2023b).
社会模式进化模型(SPEM) (Gakh, 2023a)已经发展到适用于社会技术系统。它包含了代表社会发展阶段的模式。这些模式映射到信息和通信技术(ict)和信息系统的发展在FedCSIS 2022年会议(Gakh, 2022c)上提出。本文讨论了应用SPEM来模拟可持续性三大支柱的发展:经济、社会和环境(Purvis et al., 2019;联合国,2023年)。根据SPEM模型(包括经济、社会和环境指标)评估学术论文的人工智能模型正在开发中(Gakh, 2023b)。
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引用次数: 0
Technological Transfer Channels of Food and Beverage Processing Multinationals to Host Countries: An Empirical Analysis 食品饮料加工跨国公司对东道国技术转移渠道的实证分析
Pub Date : 2023-08-01 DOI: 10.57017/jorit.v2.2(4).01
R. Rama
This research examines the possibility of food and beverage (F&B)-processing multinational corporations serving as a viable conduit for the international diffusion of technology. It utilizes existing literature to analyse three potential avenues through which technology transfer occurs from these corporations to host sectors: contract farming, domestic collaboration for innovation, and spillover effects of Foreign Direct Investment (FDI). In specific instances, these firms might provide support to local innovators through financial assistance or complementary resources. Additionally, they may actively facilitate technology transfers to particular types of local partners and they may generate demonstration effects. Nevertheless, the prevailing evidence consistently indicates that the impact of FDI on the host sector is generally limited or selective. The findings of this study cast doubt on the overly optimistic views held by international organizations and host governments regarding FDI in the food sector as a major source of cutting-edge technology for host countries. The incentives offered to food and beverage multinationals should be carefully calibrated to strike a balance between acknowledging potential benefits to the sector's innovation system and maintaining a realistic perspective on the actual outcomes. This study combines and analyses three separate empirical lines of research in parallel to offer factual elements for a policy debate. By integrating these different research approaches, the study aims to contribute to a well-informed discussion on relevant policy matters.
本研究考察了食品和饮料加工跨国公司作为技术国际传播可行渠道的可能性。它利用现有文献分析了这些公司向东道国部门进行技术转移的三种潜在途径:承包农业、国内创新合作和外国直接投资(FDI)的溢出效应。在具体情况下,这些公司可以通过财政援助或补充资源向当地创新者提供支持。此外,它们可积极促进向特定类型的当地伙伴转让技术,并可产生示范效应。然而,普遍的证据一致表明,外国直接投资对东道国部门的影响一般是有限的或有选择性的。本研究的发现对国际组织和东道国政府将粮食部门的外国直接投资视为东道国尖端技术的主要来源所持的过于乐观的观点提出了质疑。提供给食品和饮料跨国公司的激励措施应经过仔细调整,以在承认该行业创新体系的潜在利益和对实际结果保持现实看法之间取得平衡。本研究结合并分析了三条独立的实证研究线,为政策辩论提供了事实要素。通过整合这些不同的研究方法,本研究旨在促进对相关政策问题的全面讨论。
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引用次数: 0
Coopetition in Mearth. A Strategy Beyond Rivalry to Develop the Moon-Earth Ecosystem 地球上的合作。超越竞争发展月地生态系统的战略
Pub Date : 2023-08-01 DOI: 10.57017/jorit.v2.2(4).02
Daniele Schilirò Daniele SCHILIRÒ
The space economy, which refers to the diverse economic activities and industries that are related to outer space and space exploration, has been steadily growing over the years and has become a significant driver of technological innovation and economic growth. The growth of the space economy has been facilitated by technological advancements, reduced launch costs, and increased participation from private companies. This paper explores a new geographic space called “Mearth”, representing the Moon and Earth as a unified space. Specifically, the paper focuses on the innovations developed within the Mearth ecosystem that can contribute to an improved future. It is a conceptual-theoretical paper aiming to identify viable solutions to attract investments, generate technologies, and establish a new ecosystem within the novel geographic space of Mearth. This contribution supports the view that the coopetition strategy - essentially entailing cooperation among competitors - could represent the most suitable approach to join efforts to implement Mearth's economic system and its ecosystem. The primary reason lies in this strategy's ability to align the divergent interests of the ecosystem stakeholders. In terms of outcomes, the paper shows that a coopetition strategy leads to win-win solutions and will benefit all stakeholders in the Mearth ecosystem.
空间经济是指与外层空间和空间探索有关的各种经济活动和产业,近年来稳步发展,已成为技术创新和经济增长的重要动力。技术进步、发射成本降低和私营公司参与增加促进了空间经济的增长。本文探索了一种新的地理空间“地球”,将月球和地球代表为一个统一的空间。具体来说,本文关注的是地球生态系统中开发的创新,这些创新有助于改善未来。这是一篇概念性理论论文,旨在确定可行的解决方案,以吸引投资,产生技术,并在地球的新地理空间内建立一个新的生态系统。这项贡献支持了这样一种观点,即合作战略- -基本上需要竞争者之间的合作- -可能是共同努力执行地球经济制度及其生态系统的最合适办法。主要原因在于该策略能够协调生态系统利益相关者的不同利益。在结果方面,本文表明,合作战略会带来双赢的解决方案,并将使地球生态系统中的所有利益相关者受益。
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引用次数: 0
The Relationship Between Competition, Tourism and Sustainable Development: Three Interdependent Topics 竞争、旅游与可持续发展的关系:三个相互依存的话题
Pub Date : 2023-06-01 DOI: 10.57017/jorit.v2.1(3).06
Panagiotis N. Fotis, M. Korre
In recent years, there has been considerable interest in examining the relationship between tourism and sustainable development. For firms to act friendly against the environment, competition authorities must provide them with the appropriate legal certainty they need to make the necessary investments towards sustainability. Also, energy intensity flows must be kept up more closely since the empirical results point out its substantially positive contribution in terms of air pollution Therefore, policy implications should be strengthened towards more installation of renewable energy and a convergence of environmental policies towards more efficient energy use among EU countries. Energy intensity flows must be kept up more closely since the empirical results point out its substantially positive contribution in terms of air pollution.
近年来,人们对研究旅游业与可持续发展之间的关系非常感兴趣。为了让企业对环境采取友好行动,竞争主管部门必须为它们提供适当的法律确定性,以便它们为可持续发展进行必要的投资。此外,必须更密切地保持能源强度流动,因为经验结果指出它在空气污染方面的实质性积极贡献。因此,应加强政策影响,以更多地安装可再生能源,并在欧盟国家之间将环境政策趋同为更有效地利用能源。由于实证结果指出,能源强度流动对空气污染的贡献很大,因此必须更密切地关注能源强度流动。
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引用次数: 1
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Journal of Research, Innovation and Technologies (JoRIT)
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