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An Exploratory Study of Scholarly Platforms and Features to Help Emerging Scholars Gain Visibility in the Scholars’ Community 帮助新兴学者在学者群体中获得知名度的学术平台与特征探索性研究
IF 0.8 Q2 Social Sciences Pub Date : 2023-08-06 DOI: 10.5530/jscires.12.2.044
Mitali Desai, R. Mehta, Dipti P Rana
Among available scholarly features on digitized scholarly platforms, certain features have high significance in assessing scholar's influence. If these features are identified, using them legitimately, emerging scholars can increase their influence and gain visibility in the scholars’ community. The purpose of this research is to identify and rank significant features on scholarly platforms. To select a data source, a comparative analysis of well-known scholarly platforms is performed. Based on the analysis, ResearchGate (RG) is selected. For RG, this research proposes a methodology to identify and rank significant scholarly features. The results demonstrate that for the rendered RG data, identified significant features in the order of their significance are number of citations, research items, followers, reads, recommendations, followings and projects. Significant features discovered in this research can be employed by various scholarly platforms to identify influential scholars. These scholars can be utilized in applications such as expert finding, influence ranking, recommendation systems, interdisciplinary collaborations etc. Moreover, the identified significant features will help scholars in focusing on certain aspects (features) to increase their influence legitimately.
在数字化学术平台上可用的学术特征中,某些特征对评估学者的影响力具有很高的意义。如果这些特征被识别出来,并合法地使用它们,新兴学者可以增加他们的影响力,并在学者群体中获得知名度。本研究的目的是识别学术平台上的重要特征并对其进行排名。为了选择数据来源,对知名学术平台进行了比较分析。在分析的基础上,选择了ResearchGate (RG)。对于RG,本研究提出了一种识别和排名重要学术特征的方法。结果表明,对于呈现的RG数据,识别出的重要特征,其重要性依次为引用数、研究项目数、关注者数、阅读数、推荐数、关注者数和项目数。本研究发现的重要特征可以被各种学术平台用来识别有影响力的学者。这些学者可以用于专家寻找、影响力排名、推荐系统、跨学科合作等应用。此外,确定的重要特征将有助于学者关注某些方面(特征),以合法地增加其影响力。
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引用次数: 0
Global Trends in Silicon Carbide Biosensor Research: A Bibliometric Study 碳化硅生物传感器研究的全球趋势:文献计量学研究
IF 0.8 Q2 Social Sciences Pub Date : 2023-08-06 DOI: 10.5530/jscires.12.2.033
Jishant Talwar, Ashutosh Bhardwaj, Namrata Dewan Soni
Silicon carbide (SiC) is a versatile industrial material and has been in use in various spheres because of its distinctive electrical and thermal properties. Among various fields, it has contributed significantly to biosensor technologies because it is both bio and hemo-compatible. Of particular interest in this study is its potential for biomedical applications. Although about 907 SiC-based biosensor articles have been published in the past 20 years (2000–2022), not many review articles have encapsulated the advancement and uses of the SiC-based biosensor. In order to better understand the development stage, research hives, and future advancement trends of SiC-based biosensor technology, it is essential to perform a broad retrospective investigation. The present study aims to explore the potential of SiC-based biosensors and their distinct features for interdisciplinary collaborations, utilizing machine learning through big data analytics. By reviewing research in this field, the study seeks to uncover global trends, challenges, and gaps in SiC-based biosensor research, as well as identify new research areas and technologies that could advance biosensor technology. By conducting the analysis, this study provides insights into the most impactful articles and top contributors to biosensor research, including journals, authors, institutions, and countries. Additionally, the study examines the methodological approaches and research contexts employed in this field. Results suggest that one of the evolving technological paths in biosensors is the use of silicon carbide-based biosensors and medical devices, which in turn are poised to transform into the commercial sphere. The main characteristics of these emerging research grounds and technologies in biosensors are illustrated for the productive effects of research and innovation policy that led to scientific advances and technological change in society.
碳化硅(SiC)是一种用途广泛的工业材料,由于其独特的电学和热学性能,在各个领域得到了广泛的应用。在众多领域中,它对生物传感器技术做出了重大贡献,因为它既具有生物相容性,又具有血液相容性。这项研究特别感兴趣的是它在生物医学应用方面的潜力。虽然在过去的20年里(2000-2022年)已经发表了大约907篇基于sic的生物传感器的文章,但并没有多少综述文章封装了基于sic的生物传感器的进步和应用。为了更好地了解硅基生物传感器技术的发展阶段、研究现状和未来发展趋势,有必要进行广泛的回顾性调查。本研究旨在探索基于sic的生物传感器的潜力及其跨学科合作的独特特征,通过大数据分析利用机器学习。通过回顾该领域的研究,本研究旨在揭示基于sic的生物传感器研究的全球趋势、挑战和差距,并确定可以推进生物传感器技术的新研究领域和技术。通过进行分析,本研究提供了对生物传感器研究最具影响力的文章和顶级贡献者的见解,包括期刊,作者,机构和国家。此外,该研究还考察了该领域采用的方法方法和研究背景。结果表明,生物传感器发展的技术路径之一是使用基于碳化硅的生物传感器和医疗设备,这反过来又有望转变为商业领域。这些新兴的研究基础和生物传感器技术的主要特点是研究和创新政策的生产效果,导致了社会的科学进步和技术变革。
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引用次数: 0
Indian Science Reports: A Portal for Comprehensive Mapping of S&T Data and Analytics for India at an Overall and Institutional Level 印度科学报告:一个在整体和机构层面为印度全面绘制科技数据和分析的门户
IF 0.8 Q2 Social Sciences Pub Date : 2023-08-06 DOI: 10.5530/jscires.12.2.046
Vivek Kumar Singh, Anurag Kanaujia, Prashasti Singh, Abhirup Nandy
This article is a commentary on features and usefulness of a newly developed STI data portal, Indian Science Reports (ISR) (available at www.indianscience.net). The ISR portal is an attempt towards a systematic portal on STI data and analytics for India, both at an overall as well as at the institutional level. It can be used by a very wide audience for a variety of purposes ranging from research performance assessment to evidence-based policy formulation.
本文是对新开发的STI数据门户——印度科学报告(ISR)(可在www.indianscience.net上获得)的特点和有用性的评论。ISR门户网站是在整体和机构层面为印度建立一个系统的科技创新数据和分析门户网站的尝试。它可以被广泛的受众用于各种目的,从研究绩效评估到基于证据的政策制定。
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引用次数: 0
Mapping of Heavy Metal Pollution in River System: A Scientometric Approach 河流系统重金属污染制图:科学计量方法
IF 0.8 Q2 Social Sciences Pub Date : 2023-08-06 DOI: 10.5530/jscires.12.2.030
Ranju Sharma, Lata Kumari
Bioaccumulation and biotransformation of heavy metals cause serious pollution in aquatic ecosystems. This has attracted widespread attention to its negative effect on ecological and human health. In recent years, several studies have been done in this area. Among all the heavy metals, Cadmium (Cd) and lead (Pb) have been widely reported for their toxic effect. However, detailed research activity on these two pollutants in aquatic ecosystems has not been mapped. It is important to capture the key topics and domains in which research is happening. The present study attempts to address this gap. A detailed Scientometrics study was undertaken to capture the heavy metal pollution in river systems. The 33,414 research papers were identified from a topic search covering the period 2010 to 2021 from the ‘web-of-science’ database. The social network analysis approach was used for understanding the structure and dynamics of the research. The study identifies the following as major nodes in the network constructed from author keywords assigned to the research papers namely heavy metal (primarily lead, cadmium), bioremediation, carbon nanotube, and sequential extraction. The thematic areas were identified as ecological risk, adsorption, atmospheric deposition, and potential ecological risk as major domains of research namely. The study has implications for research assessment and alerting the community and policymakers to the concerns about the adverse effect of these metals on aquatic ecosystems.
重金属的生物积累和生物转化对水生生态系统造成了严重的污染。这引起了人们对其对生态和人类健康的负面影响的广泛关注。近年来,在这一领域进行了一些研究。在所有重金属中,镉(Cd)和铅(Pb)的毒性作用已被广泛报道。然而,关于这两种污染物在水生生态系统中的详细研究活动尚未绘制。重要的是要抓住正在进行研究的关键主题和领域。本研究试图解决这一差距。进行了一项详细的科学计量学研究,以捕捉河流系统中的重金属污染。这33414篇研究论文是从“web-of-science”数据库2010年至2021年的主题搜索中确定的。运用社会网络分析的方法来理解研究的结构和动态。该研究确定了以下为研究论文的作者关键词构建的网络中的主要节点,即重金属(主要是铅,镉),生物修复,碳纳米管和顺序提取。确定了生态风险、吸附、大气沉降和潜在生态风险为主要研究领域。该研究对研究评估和提醒社区和政策制定者关注这些金属对水生生态系统的不利影响具有重要意义。
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引用次数: 1
Implementing Quantitative Declarations of Authorship Contribution: A Call to Action 实施作者贡献的定量声明:行动呼吁
IF 0.8 Q2 Social Sciences Pub Date : 2023-08-06 DOI: 10.5530/jscires.12.2.039
Mohammad Tariqur Rahman, J. V. Verhagen
Problems due to limitations of the status quo in authorship declaration across scientific fields are accumulating at an accelerating pace. Here we highlight the importance of having a mechanism to capture quantitative author contribution. That can be achieved using a range of Intellectual Activities (IAs) as recommended by International Committee for Medical Journal Editors (ICMJE), Contributor Roles Taxonomy (CRediT), or Quantitative Uniform Authorship Declaration (QUAD). Eventually, this quantitative assessment can be used to evaluate the impact of the author using the Author Performance Index (API) to avoid any superfluous credit assignment. Irrespective of the field and the online submission tool of a journal, this approach will enable the scientific community to devise a new paradigm of an objective and precise evaluation of the impact of an author in scientific communications. Not unlike climate change, adapting is inevitable, and the sooner we act the more trouble we stave off.
由于科学领域作者声明现状的局限性,导致的问题正在加速积累。在这里,我们强调有一个机制来捕捉定量作者的贡献的重要性。这可以通过国际医学期刊编辑委员会(ICMJE)、贡献者角色分类法(CRediT)或定量统一作者声明(QUAD)推荐的一系列智力活动(IAs)来实现。最终,这种定量评估可以用来评估作者的影响,使用作者绩效指数(API),以避免任何多余的信用分配。无论期刊的领域和在线提交工具如何,这种方法将使科学界能够设计出一种新的范式,以客观和精确地评估作者在科学传播中的影响。与气候变化一样,适应是不可避免的,我们越早采取行动,就能避免越多的麻烦。
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引用次数: 0
Independent Researchers: A Bibliometric Analysis 独立研究者:文献计量学分析
IF 0.8 Q2 Social Sciences Pub Date : 2023-08-06 DOI: 10.5530/jscires.12.2.026
Brady Lund, Amrollah Shamsi, Arezoo Ghamgosar, N. Vasantha Raju, Hossein Dehdarirad, Mohammad Javad Mansourzadeh
Independent Researchers (IRs), namely unaffiliated or voluntary researchers, are a small yet important and distinct population of contributors to scholarly discourse. Due to their small number, IRs rarely receive attention in debates regarding scholarly publishing but the distinctiveness of the unaffiliated researchers warrants further examination. Documents were extracted from the Web of Science. Bibliometric parameters were as follows: main scientometric characteristics, citations analysis, publishing trends, geographical distributions, most productive countries, co-authorship network of countries, top funding sources, research areas, keyword co-occurrence network, top cited publications, top productive journals and gender of IRs. 3357 documents were retrieved that were individually or collaboratively authored by 3784 IRs from 1980-2021. There were 589 single-authored documents. More than 70% of documents were research articles, followed by meeting abstracts (8.66%). All documents received 52279 citations, with 19.45 average citations per document. Private Practice was the most affiliation format of IRs. Publications started to grow since 2000, with almost 40% of them published from 2017-2021. The United States published almost half of all IRs-related publications. Most of the research funding was primarily contributed by government agencies, with the United States being a major player in this regard. Also, many IRs are active in medical disciplines research, and are highly collaborative, often with multiple Co-authors. 33.5% of IRs authors were women and 66.5% were men. This understanding of IRs illustrates the importance of this group and encourages further research and support for this population of science contributors.
独立研究人员(IRs),即无党派或自愿的研究人员,是一个小而重要且独特的学术话语贡献者群体。由于其数量较少,IRs很少在学术出版的辩论中受到关注,但非附属研究人员的独特性值得进一步研究。文件摘自科学网。文献计量参数包括:主要科学计量特征、引文分析、出版趋势、地理分布、最高产国家、各国合著网络、主要资助来源、研究领域、关键词共现网络、最常被引出版物、最高产期刊和ir性别。共检索到3784位IRs在1980-2021年间单独或合作撰写的3357篇文献。有589个单独撰写的文档。超过70%的文献为研究论文,其次是会议摘要(8.66%)。所有文献被引用52279次,平均被引用19.45次。私人执业是最具隶属关系的注册会计师形式。自2000年以来,出版物开始增长,其中近40%的出版物是在2017-2021年出版的。美国出版了几乎所有国税局相关出版物的一半。大部分研究经费主要由政府机构提供,美国是这方面的主要参与者。此外,许多ir活跃于医学学科研究,并且具有高度的协作性,通常有多个共同作者。33.5%的ir作者为女性,66.5%为男性。对ir的理解说明了这一群体的重要性,并鼓励对这一科学贡献者群体进行进一步的研究和支持。
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引用次数: 0
South Asian Science Diplomacy in a Nutshell 南亚科学外交概览
IF 0.8 Q2 Social Sciences Pub Date : 2023-08-06 DOI: 10.5530/jscires.12.2.049
Anup Kumar Das
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引用次数: 0
Assessment of ResearchGate to Unfurl the Academic Pursuits of Physics Scholars 研究评价是开启物理学学者学术追求之门
IF 0.8 Q2 Social Sciences Pub Date : 2023-08-06 DOI: 10.5530/jscires.12.2.045
Mohammad Haris, P.M. Naushad Ali, Priya Vaidya
The present study intends to explore the overall research performance/engagement of the faculty members on the ResearchGate from the Physics discipline working at Indian Central Universities. The analyzed data revealed that 473 faculty members were found, but only 361 (i.e., 76.32%) have their profile on ResearchGate. Further analyses include the distribution of RG metrices which indicated that 98.89% and 98.06% of the faculty members had added at least one research item and at least one full-text research item over the RG, respectively. The findings stated that Kriti Ranjan from the University of Delhi secured highest ranking across all metrices, except followers and followings. The mean value for the Reads and Citations were found to be 27525.59 (std. dev. = 163029.86) and 1555.2 (std. dev. = 5838.76), respectively. In addition, RI Score exhibits a strong positive correlation with other RG-based metrices excluding the ‘following’. This study can be considered the only ResearchGate analyses that has included the working researchers of the Physics discipline by analyzing their research engagement and active presence over it.
本研究旨在探讨印度中央大学物理学科教师在ResearchGate上的整体研究绩效/参与情况。分析结果显示,共有473名教师,但只有361名(76.32%)在ResearchGate上有个人资料。进一步的分析包括RG指标的分布,表明98.89%和98.06%的教师分别在RG上增加了至少一个研究项目和至少一个全文研究项目。调查结果显示,德里大学的Kriti Ranjan在所有指标中排名最高,除了追随者和追随者。Reads和引文的平均值分别为27525.59 (std. dev. = 163029.86)和1555.2 (std. dev. = 5838.76)。此外,RI得分与其他基于rg的指标表现出强烈的正相关,不包括“以下”。这项研究可以被认为是唯一的研究之门分析,包括工作的研究人员的物理学科通过分析他们的研究参与和活跃的存在。
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引用次数: 0
Exploring Lexical Richness in English-Language theses Across Disciplines: A Comparative Analysis 跨学科英语论文词汇丰富性的比较分析
IF 0.8 Q2 Social Sciences Pub Date : 2023-08-06 DOI: 10.5530/jscires.12.2.042
A. Müngen
This study investigates the variations in lexical richness within English language theses across diverse disciplines, focusing on areas where researchers exhibit higher degrees of lexical richness and the evolution of vocabulary usage over time. By analyzing these variations, the research aims to provide insights into the effective use of lexical richness in academic writing and contribute to the development of more engaging and comprehensible scholarly publications. A total of 320 theses were randomly selected from the Turkey National Thesis Center and classified according to their scientific discipline. Using natural language processing techniques, unique word count, word diversity, and other metrics were analyzed. Results reveal that social sciences tend to exhibit higher lexical richness compared to natural sciences, and no significant difference was observed in word richness between social and natural sciences disciplines. These findings contribute to the understanding of lexical richness in academic writing and highlight the importance of achieving a balance between lexical richness and readability.
本研究调查了不同学科英语论文中词汇丰富度的变化,重点关注词汇丰富程度较高的领域以及词汇使用随时间的演变。通过对这些变化的分析,本研究旨在为学术写作中词汇丰富性的有效使用提供见解,并有助于开发更具吸引力和可理解的学术出版物。从土耳其国家论文中心随机抽取320篇论文,按学科分类。使用自然语言处理技术,分析了独特的单词计数、单词多样性和其他指标。结果表明,社会科学学科词汇丰富度高于自然科学学科,社会科学与自然科学学科词汇丰富度差异不显著。这些发现有助于理解学术写作中的词汇丰富性,并强调了在词汇丰富性和可读性之间取得平衡的重要性。
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引用次数: 0
A Bibliometric Assessment of the Finance-growth Literature: Current Status, Development and Future Direction 财务成长文献的计量评估:现状、发展与未来方向
IF 0.8 Q2 Social Sciences Pub Date : 2023-08-06 DOI: 10.5530/jscires.12.2.029
Isaac Appiah-Otoo
This study utilizes a scientometric/bibliometric analysis to map the status quo of research on finance-growth from 2005 to 2022. By using a sample of 404 articles from the Web of Science Core Collection database and the VOSviewer computer software, the study documented the following: First, research on finance-growth has reached the growth stage with 2021 recording the highest number of publications. Second, business and economics journals have published the largest number of articles. Besides, the USA and China have produced the largest number of articles while Eastern Mediterranean University, Monash University, and Universiti Sains Malaysia are the leading institutions in finance-growth research. Furthermore, Levine Ross, Beck Thorsten, and King Robert can be credited with the modern finance-growth thesis. Finally, economic growth and financial development are the leading keywords in the field.
本研究采用科学计量与文献计量相结合的方法,对2005 - 2022年金融增长研究现状进行了分析。本研究以Web of Science Core Collection数据库中的404篇文章为样本,利用VOSviewer计算机软件进行研究,结果表明:第一,财务增长研究进入成长期,2021年的论文发表量最高。其次,商业和经济类期刊发表的文章最多。此外,美国和中国发表的论文数量最多,而东地中海大学、莫纳什大学和马来西亚理科大学是金融增长研究的领先机构。此外,莱文·罗斯、贝克·托尔斯滕和金·罗伯特也被认为是现代金融增长理论的创始人。最后,经济增长和金融发展是该领域的主导关键词。
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引用次数: 0
期刊
Journal of Scientometric Research
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