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Understanding Colonialism and Decolonization in Iran’s Contemporary Socio-Political Discourse 理解伊朗当代社会政治话语中的殖民主义和非殖民化
IF 1.1 Q3 Business, Management and Accounting Pub Date : 2022-09-30 DOI: 10.46272/2587-8476-2022-13-3-30-47
N. Filin, V. O. Koklikov, A. S. Khodunov
The article analyzes the perception of colonialism and anti-colonial struggle in modern Iran. The Iranian authorities attach particular importance to the anti-colonial struggle and condemnation of the colonial practices of the West, taking into account not only formal colonization, but also the actual subordination of formally independent states to the will of Western powers. In this regard, particular importance is attached to liberate the oppressed of the whole world. The purpose of the study is to examine the history of colonialism in Iran, the views of the spiritual leaders, presidents and senior officials of Iran on issues of colonialism and anti-colonial struggle, to identify historical events and personalities who played a key role in the anti-colonial movement in Iran. For this purpose, the materials of the Iranian agency IRNA and the speeches of Iranian spiritual leaders were analyzed. A statistical analysis of the most common terms on the subject of colonialism was also carried out. As a result, it was found that the Iranian discourse focuses on condemning the crimes of the West, especially the United States and Israel, against Muslims, as well as praising the resistance of the Iranian people to colonialism in the past and present, with an emphasis on the special role of Ayatollah Khomeini in the Iranian anti-colonial movement. Western colonialism in Iran is divided into several aspects: war crimes committed in the countries conquered by the West, preventing the free development of weaker countries, the struggle to change independent and patriotic regimes and impose rulers ineffective and obedient to Western elites on the peoples, and the imposition of destructive manifestations of Western culture. In addition, the Iranian policy in the Middle East is praised as being driven by noble motives and aiming to provide all possible assistance to the peoples of the region to achieve liberation from the colonialists. The case of Syria is cited as an important example of Iran’s anti-colonial struggle in the Middle East, when Iran helped the government of Bashar al-Assad to regain control of the country and to defeat the armed opposition.
本文分析了近代伊朗对殖民主义的认识和反殖民斗争。伊朗当局特别重视反殖民主义斗争和谴责西方的殖民行径,不仅考虑到形式上的殖民化,而且考虑到形式上独立的国家实际上服从西方列强的意志。在这方面,特别重视解放全世界受压迫者。该研究的目的是研究伊朗的殖民主义历史,伊朗的精神领袖、总统和高级官员对殖民主义和反殖民斗争问题的看法,以确定在伊朗反殖民运动中发挥关键作用的历史事件和人物。为此,分析了伊朗伊斯兰共和国通讯社的资料和伊朗精神领袖的演讲。还对有关殖民主义主题的最常见用语进行了统计分析。结果发现,伊朗话语的重点是谴责西方,特别是美国和以色列对穆斯林犯下的罪行,同时赞扬伊朗人民过去和现在对殖民主义的抵抗,并强调阿亚图拉霍梅尼在伊朗反殖民运动中的特殊作用。西方在伊朗的殖民主义分为几个方面:在被西方征服的国家犯下的战争罪行,阻止较弱国家的自由发展,改变独立和爱国政权的斗争,将无效和服从西方精英的统治者强加给人民,以及强加西方文化的破坏性表现。此外,伊朗在中东的政策受到赞扬,称其动机高尚,旨在向该地区各国人民提供一切可能的援助,以便从殖民主义者手中获得解放。叙利亚的情况被认为是伊朗在中东进行反殖民斗争的一个重要例子,当时伊朗帮助巴沙尔·阿萨德(Bashar al-Assad)政府重新控制了该国,并击败了武装反对派。
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引用次数: 0
History in Modern International Affairs: Teacher of Life, Light of Truth or Messenger of Antiquity? 现代国际事务中的历史:生命之师、真理之光还是古代的使者?
IF 1.1 Q3 Business, Management and Accounting Pub Date : 2022-09-30 DOI: 10.46272/2587-8476-2022-13-3-7-11
S. Markedonov
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引用次数: 0
The Breakup of Yugoslavia in the Research and Political Discourses of Russia and Serbia 俄罗斯与塞尔维亚政治话语研究中的南斯拉夫解体
IF 1.1 Q3 Business, Management and Accounting Pub Date : 2022-09-30 DOI: 10.46272/2587-8476-2022-13-3-94-115
E. Entina, D. Prorocovic
The breakup of Yugoslavia has become one of the key events of the postbipolar world order and has occupied a special place in the discourse in both politicians of Serbia and Russia. However, interpretations of the crisis, its causes and main driving forces, as well as its use as a reference object in contemporary national and political discourse differ significantly in Serbia and Russia. One of the important subjects is that in both countries, at the level of both discourses, there is a convergence of radical versions, and in the changing structure of European international relations, the role of an external factor in the tragedy of disintegration acquires a special sound. In this article, a discourse analysis of narratives of the Yugoslav crisis in academic and political discourse in a cross-country perspective is conducted using a social constructivist approach. The study seeks to deconstruct the images of the “guilty ones” in the Yugoslav crisis and to consider the features of using peculiarities of the crisis image in contemporary political discourse. It explores how the formal discourse of academics further influenced the discourse of politicians in the Russian and Serbian cases.
南斯拉夫的解体已成为后两极世界秩序的关键事件之一,并在塞尔维亚和俄罗斯两国政治家的话语中占有特殊地位。然而,对危机的解释,其原因和主要驱动力,以及在当代国家和政治话语中作为参考对象的使用,在塞尔维亚和俄罗斯有很大不同。其中一个重要的主题是,在这两个国家,在两种话语的层面上,都有激进版本的趋同,在欧洲国际关系结构的变化中,外部因素在解体悲剧中的作用获得了特殊的声音。本文运用社会建构主义的视角,从跨国家视角对南斯拉夫危机在学术和政治话语中的叙事进行了话语分析。本研究试图解构南斯拉夫危机中“有罪者”的形象,并考虑在当代政治话语中使用危机形象的特点。它探讨了在俄罗斯和塞尔维亚案例中,学者的正式话语如何进一步影响政治家的话语。
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引用次数: 0
Futuristic Prediction of Missing Value Imputation Methods Using Extended ANN 基于扩展神经网络的缺失值估算方法的未来预测
IF 1.1 Q3 Business, Management and Accounting Pub Date : 2022-07-01 DOI: 10.4018/ijban.292055
A. Tripathi
Missing data is universal complexity for most part of the research fields which introduces the part of uncertainty into data analysis. We can take place due to many types of motives such as samples mishandling, unable to collect an observation, measurement errors, aberrant value deleted, or merely be short of study. The nourishment area is not an exemption to the difficulty of data missing. Most frequently, this difficulty is determined by manipulative means or medians from the existing datasets which need improvements. The paper proposed hybrid schemes of MICE and ANN known as extended ANN to search and analyze the missing values and perform imputations in the given dataset. The proposed mechanism is efficiently able to analyze the blank entries and fill them with proper examining their neighboring records in order to improve the accuracy of the dataset. In order to validate the proposed scheme, the extended ANN is further compared against various recent algorithms or mechanisms to analyze the efficiency as well as the accuracy of the results.
缺失数据是大多数研究领域普遍存在的复杂性,这给数据分析带来了不确定性。我们可以由于许多类型的动机,如样品处理不当,无法收集到的观察,测量误差,异常值删除,或仅仅是缺乏研究。营养领域也不能免除数据缺失的困难。大多数情况下,这种困难是由需要改进的现有数据集的操作方法或中位数决定的。本文提出了一种基于扩展神经网络(extended ANN)的MICE和ANN混合方案,用于在给定数据集中搜索和分析缺失值并进行插值。该机制能够有效地分析空白条目,并通过对相邻记录的适当检查来填充空白条目,从而提高数据集的准确性。为了验证所提出的方案,进一步将扩展的人工神经网络与各种最近的算法或机制进行比较,以分析结果的效率和准确性。
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引用次数: 1
Analyzing Sentiments and Diffusion Characteristics of COVID-19 Vaccine Misinformation Topics in Social Media 新冠肺炎疫苗误传话题在社交媒体上的情绪及传播特征分析
IF 1.1 Q3 Business, Management and Accounting Pub Date : 2022-07-01 DOI: 10.4018/ijban.292056
M. Daradkeh
This study presents a data analytics framework that aims to analyze topics and sentiments associated with COVID-19 vaccine misinformation in social media. A total of 40,359 tweets related to COVID-19 vaccination were collected between January 2021 and March 2021. Misinformation was detected using multiple predictive machine learning models. Latent Dirichlet Allocation (LDA) topic model was used to identify dominant topics in COVID-19 vaccine misinformation. Sentiment orientation of misinformation was analyzed using a lexicon-based approach. An independent-samples t-test was performed to compare the number of replies, retweets, and likes of misinformation with different sentiment orientations. Based on the data sample, the results show that COVID-19 vaccine misinformation included 21 major topics. Across all misinformation topics, the average number of replies, retweets, and likes of tweets with negative sentiment was 2.26, 2.68, and 3.29 times higher, respectively, than those with positive sentiment.
本研究提出了一个数据分析框架,旨在分析社交媒体中与新冠肺炎疫苗错误信息相关的话题和情绪。2021年1月至2021年3月期间,共收集了40359条与新冠肺炎疫苗接种相关的推文。使用多个预测性机器学习模型检测错误信息。潜在狄利克雷分配(LDA)主题模型用于识别新冠肺炎疫苗错误信息中的主导主题。使用基于词典的方法分析了错误信息的情绪取向。进行了独立样本t检验,以比较不同情绪取向的错误信息的回复、转发和点赞数量。基于数据样本,结果显示新冠肺炎疫苗错误信息包括21个主要话题。在所有错误信息主题中,具有负面情绪的推文的平均回复、转发和点赞数量分别是具有正面情绪的推特的2.26倍、2.68倍和3.29倍。
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引用次数: 6
Developing an Explainable Machine Learning-Based Thyroid Disease Prediction Model 开发一种可解释的基于机器学习的甲状腺疾病预测模型
IF 1.1 Q3 Business, Management and Accounting Pub Date : 2022-07-01 DOI: 10.4018/ijban.292058
A. Rathore
Healthcare and medicine are key areas where machine learning algorithms are widely used. The medical decision support systems thus created are accurate enough, however, they suffer from the lack of transparency in decision making and shows a black box behavior. However, transparency and trust are significant in the field of health and medicine and hence, a black box system is sub optimal in terms of widespread applicability and reach. Hence, the explainablility of the research make the system reliable and understandable, thereby enhancing its social acceptability. The presented work explores a thyroid disease diagnosis system. SHAP, a popular method based on coalition game theory is used for interpretability of results. The work explains the system behavior both locally and globally and shows how machine leaning can be used to ascertain the causality of the disease and support doctors to suggest the most effective treatment of the disease. The work not only demonstrates the results of machine learning algorithms but also explains related feature importance and model insights.
医疗保健和医学是机器学习算法被广泛使用的关键领域。由此建立的医疗决策支持系统足够准确,但决策缺乏透明度,表现出黑箱行为。然而,透明度和信任在卫生和医学领域具有重要意义,因此,就广泛的适用性和覆盖范围而言,黑匣子系统是次优的。因此,研究的可解释性使该系统可靠且易于理解,从而提高了其社会可接受性。本文探讨了甲状腺疾病的诊断系统。SHAP是一种基于联盟博弈论的流行方法,用于结果的可解释性。这项工作解释了本地和全球的系统行为,并展示了如何使用机器学习来确定疾病的因果关系,并支持医生提出最有效的疾病治疗方法。这项工作不仅展示了机器学习算法的结果,还解释了相关的特征重要性和模型见解。
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引用次数: 2
A Framework for Feature Selection using Natural Language Processing for User Profile Learning for Recommendations of Healthcare Related Content 使用自然语言处理的特征选择框架,用于用户概要学习,以推荐医疗相关内容
IF 1.1 Q3 Business, Management and Accounting Pub Date : 2022-07-01 DOI: 10.4018/ijban.292059
Mona Tanwar
This paper presents the work done on recommendations of healthcare related journal papers by understanding the semantics of terms from the papers referred by users in past. In other words, user profiles based on user interest within the healthcare domain are constructed from the kind of journal papers read by the users. Multiple user profiles are constructed for each user based on different categories of papers read by the users. The proposed approach goes to the granular level of extrinsic and intrinsic relationship between terms and clusters highly semantically related relevant domain terms where each cluster represents a user interest area. The semantic analysis of terms is done starting from co-occurrence analysis to extract the intra-couplings between terms and then the inter-couplings are extracted from the intra-couplings and then finally clusters of highly related terms are formed. The experiments showed improved precision for the proposed approach as compared to the state-of-the-art technique with a mean reciprocal rank of 0.76.
本文通过了解用户过去引用的论文中术语的语义,介绍了在医疗保健相关期刊论文推荐方面所做的工作。换句话说,基于用户在医疗保健领域的兴趣的用户配置文件是根据用户阅读的期刊论文类型构建的。根据用户阅读的不同类别的论文,为每个用户构建多个用户配置文件。该方法深入到术语和高度语义相关的领域术语之间的外在和内在关系的颗粒级,其中每个集群代表一个用户感兴趣的区域。术语的语义分析从共现分析开始,提取术语之间的内耦合,再从内耦合中提取相互耦合,最后形成高度相关的术语聚类。实验表明,与平均倒数0.76的最先进技术相比,所提出的方法的精度得到了提高。
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引用次数: 0
Evaluation of Diagnostic Performance of Machine Learning Algorithms to Classify the Fetal Heart Rate Baseline from Cardiotocograph 机器学习算法对胎儿心率基线进行分类的诊断性能评估
IF 1.1 Q3 Business, Management and Accounting Pub Date : 2022-07-01 DOI: 10.4018/ijban.292060
Sahana Das
Cardiotocography (CTG) is the widely used cost-effective, non-invasive technique to monitor the fetal heart and mother’s uterine contraction pressure to assess the wellbeing of the fetus. The most important parameters of fetal heart is the baseline upon which the other parameters viz. acceleration, deceleration and variability depend. Accurate classification of the baseline into either normal, bradycardia or tachycardia is thus important to assess the fetal-health. Since visual estimation has its limitations, the authors use various Machine Learning Algorithms to classify the baseline. 110 CTG traces from CTU-UHB dataset, were divided into three subsets using stratified sampling to ensure that the sample is the accurate depiction of the population. The results were analyzed using various statistical methods and compared with the visual estimation by three obstetricians. FURIA provided greatest accuracy of 98.11%. From the analysis of Bland-Altman Plot FURIA was also found to have best agreement with physicians’ estimation.
心脏造影(CTG)是一种广泛使用的低成本、无创技术,用于监测胎儿心脏和母亲子宫收缩压力,以评估胎儿的健康状况。胎儿心脏最重要的参数是基线,其他参数如加速、减速和变异性依赖于基线。因此,将基线准确分类为正常、心动过缓或心动过速对评估胎儿健康非常重要。由于视觉估计有其局限性,作者使用各种机器学习算法对基线进行分类。来自CTU-UHB数据集的110个CTG痕迹,使用分层抽样将其分为三个子集,以确保样本是对总体的准确描述。采用各种统计方法对结果进行分析,并与三位产科医生的目测结果进行比较。FURIA的准确度最高,为98.11%。从Bland-Altman Plot的分析中也发现FURIA与医生的估计最一致。
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引用次数: 2
Alleviation of Delay in Tele-Surgical Operations using Markov Approach based Smith Predictor 基于Smith预测器的马尔可夫方法缓解远程外科手术延迟
IF 1.1 Q3 Business, Management and Accounting Pub Date : 2022-07-01 DOI: 10.4018/ijban.292057
Ratish Kumar
The acceptance of tele-robotics and teleoperations through networked control system (NCS) is increasing day-by-day. NCS involves the feedback control loop system wherein the control components such as actuators and sensors are controlled and allowed to share their feedback over real time network with distributed users spread geographically. The performance and surgical complications majorly depend upon time delay, packet dropout and jitter induced in the system. The delay of data packet to the receiving side not only causes instability but also affect the performance of the system. In this article, author designed and simulate the functionality of a model-based Smith predictive controller. The model and randomized error estimations are employed through Markov approach and Kalman techniques. The simulation results show a delay of 49.926ms from master controller to slave controller and 79.497ms of delay from sensor to controller results to a total delay of 129.423ms. This reduced delay improve the surgical accuracy and eliminate the risk factors to criticality of patients’ health.
通过网络控制系统(NCS)进行远程机器人和远程操作的接受程度日益提高。NCS涉及反馈控制回路系统,其中控制组件(如执行器和传感器)被控制,并允许通过实时网络与分布在地理位置上的分布式用户共享其反馈。系统的性能和手术并发症主要取决于系统的延时、丢包和抖动。数据包到达接收端的延迟不仅会造成系统的不稳定,还会影响系统的性能。本文设计并仿真了基于模型的Smith预测控制器的功能。通过马尔可夫方法和卡尔曼技术对模型和随机误差进行估计。仿真结果表明,从主控制器到从控制器的延迟为49.926ms,从传感器到控制器的延迟为79.497ms,总延迟为129.423ms。这减少了延迟,提高了手术的准确性,消除了危及患者健康的危险因素。
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引用次数: 0
Private Military and Security Companies (PMSCs) in the Modern International Processes 现代国际进程中的私人军事和安全公司(PMSCs)
IF 1.1 Q3 Business, Management and Accounting Pub Date : 2022-06-28 DOI: 10.46272/2587-8476-2022-13-2-107-133
M. Nebolsina
The period of rapid growth and development of the phenomenon, that is presently characterized as private military and security companies (PMSCs), coincided with the two processes of modern history of international relations: the end of the Cold War and the beginning of the U.S. Global War on Terror (GWOT) in Afghanistan. At the same time state attitude towards violence and transformation of warfare has been changing as well. Two diff erent approaches to the history of the private security market’ rise unveil the fact, that, in one way or another, the originators of the private security services were associated with the defense industry and armed forces. Non-state security actors look back on a history, that stretches to the middle and the second half of the 20th century – the period of national liberation movements across the world. Meanwhile, the 90-s of the 20th century marked the fast growth in the number of PMSCs and in the development and enlargement of the private security services’ market. Its growth is ongoing to date with gaining more new states that are interested in utilizing its capacity as an instrument of politics. Against the backdrop of the world political processes the private security market experienced technological growth and enhancement. Together with that, both the normative regulation and the approaches of the international community to the phenomenon of private military and security companies have been evolving and changing. Despite its functionality, fl exibility and technological advantages, the market of private security can challenge human rights as well as bare responsibility for the facts of corruption and improper fulfi llment of contractual obligations. Still the episodes of revealed grieve violations rarely reach courts, with infrequent cases of sentencing the perpetrators to punishment. These and other problems occurring in the private security industry require close attention by the states and international community, which has been making eff orts for elaboration of the applicable normative mechanisms to regulate private military and security activity for more than fi fteen years.
这种现象的快速增长和发展时期,即目前被描述为私营军事和安全公司(PMSCs)的时期,与现代国际关系史上的两个进程相吻合:冷战的结束和美国在阿富汗的全球反恐战争(GWOT)的开始。与此同时,国家对暴力和战争转变的态度也在发生变化。研究私人保安市场兴起历史的两种不同方法揭示了这样一个事实,即私人保安服务的创始人与国防工业和武装部队有某种联系。非国家安全行为体回顾了一段历史,这段历史可以追溯到20世纪中叶和下半叶——世界各地的民族解放运动时期。与此同时,20世纪90年代标志着私营保安服务公司数量的快速增长以及私人保安服务市场的发展和扩大。到目前为止,它的增长仍在继续,越来越多的新国家有兴趣利用它作为政治工具的能力。在世界政治进程的背景下,私人保安市场经历了技术的成长和增强。与此同时,规范性规章和国际社会对私营军事和保安公司现象的态度也在不断发展和变化。尽管私人保安市场具有功能性、灵活性和技术优势,但它可以挑战人权,并对腐败和不当履行合同义务的事实承担责任。尽管如此,被揭露的严重侵犯事件很少被法院审理,判决肇事者受到惩罚的案件并不多见。私人保安业中出现的这些和其他问题需要各国和国际社会密切关注,国际社会15年来一直在努力拟订适用的规范机制,以管制私人军事和保安活动。
{"title":"Private Military and Security Companies (PMSCs) in the Modern International Processes","authors":"M. Nebolsina","doi":"10.46272/2587-8476-2022-13-2-107-133","DOIUrl":"https://doi.org/10.46272/2587-8476-2022-13-2-107-133","url":null,"abstract":"The period of rapid growth and development of the phenomenon, that is presently characterized as private military and security companies (PMSCs), coincided with the two processes of modern history of international relations: the end of the Cold War and the beginning of the U.S. Global War on Terror (GWOT) in Afghanistan. At the same time state attitude towards violence and transformation of warfare has been changing as well. Two diff erent approaches to the history of the private security market’ rise unveil the fact, that, in one way or another, the originators of the private security services were associated with the defense industry and armed forces. Non-state security actors look back on a history, that stretches to the middle and the second half of the 20th century – the period of national liberation movements across the world. Meanwhile, the 90-s of the 20th century marked the fast growth in the number of PMSCs and in the development and enlargement of the private security services’ market. Its growth is ongoing to date with gaining more new states that are interested in utilizing its capacity as an instrument of politics. Against the backdrop of the world political processes the private security market experienced technological growth and enhancement. Together with that, both the normative regulation and the approaches of the international community to the phenomenon of private military and security companies have been evolving and changing. Despite its functionality, fl exibility and technological advantages, the market of private security can challenge human rights as well as bare responsibility for the facts of corruption and improper fulfi llment of contractual obligations. Still the episodes of revealed grieve violations rarely reach courts, with infrequent cases of sentencing the perpetrators to punishment. These and other problems occurring in the private security industry require close attention by the states and international community, which has been making eff orts for elaboration of the applicable normative mechanisms to regulate private military and security activity for more than fi fteen years.","PeriodicalId":42590,"journal":{"name":"International Journal of Business Analytics","volume":null,"pages":null},"PeriodicalIF":1.1,"publicationDate":"2022-06-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83208349","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
International Journal of Business Analytics
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