Research trend

研究趋势
  • 文章类型: Journal Article
    轻链(AL)淀粉样变性是系统性淀粉样变性最普遍的亚型,包括一组罕见的疾病。这里,我们评估了AL淀粉样变性的科学前景,以调查研究趋势并确定该领域的热点。
    在过去20年中发表的关于AL淀粉样变性的相关研究从WebofScienceCoreCollection检索。2005年至2024年的出版物进行了文献计量分析,利用包括CiteSpace在内的工具,VOSviewer,RStudio和MSExcel分析和可视化年度出版物趋势,共现模式,国家之间的合作网络,组织,和作者。还检查了突发关键词和参考文献,以获得研究历史,和新兴热点。
    文献计量分析包括2005年至2024年之间发表的2864篇文章。最有成效的杂志是淀粉样蛋白折叠疾病杂志。美国,以及几个发达国家,成为国际AL淀粉样变性研究的主导力量。“AL淀粉样变性”和“心脏淀粉样变性”是过去二十年来的主要热点,和“生物标志物,心脏淀粉样变性,“和”治疗“将是未来的趋势。
    该文献计量分析使用文献计量软件检查了过去二十年来AL淀粉样变性的研究进展。该领域的最新研究主要集中在两个主要领域:AL淀粉样变性的临床诊断和治疗,以及心脏淀粉样变性.重点是理解免疫球蛋白轻链聚集和沉积以减轻器官参与的潜在机制。
    UNASSIGNED: Light chain (AL) amyloidosis stands as the most prevalent subtype of systemic amyloidosis, encompassing a group of rare diseases. Here, we evaluated the scientific landscape of AL amyloidosis to investigate research trends and identify hotspots within the field.
    UNASSIGNED: Relevant studies on AL amyloidosis published over the past two decades were retrieved from the Web of Science Core Collection. The publications between 2005 and 2024 were subjected to bibliometric analyses, leveraging tools including CiteSpace, VOSviewer, RStudio and MS Excel to analyse and visualize the annual publication trend, co-occurrence patterns, collaborative networks among countries, organizations, and authors. Burst keywords and references were also examined to obtain the research history, and emerging hotspots.
    UNASSIGNED: The bibliometric analysis included 2,864 articles published between 2005 and 2024. The most productive journal is Amyloid-Journal of Protein Folding Disorders. The United States, along with several developed nations, emerges as a dominant force in international AL amyloidosis research. \"AL amyloidosis\" and \"cardiac amyloidosis\" were the primary hotspots over the past two decades, and \"Biomarkers,\" \"Cardiac amyloidosis,\" and \"treatment\" would be future trends.
    UNASSIGNED: This bibliometric analysis examined the research developments in AL amyloidosis over the past two decades using bibliometric software. Recent research in this field primarily focuses on two main areas: clinical diagnosis and treatment of AL amyloidosis, as well as cardiac amyloidosis. Emphasis is placed on understanding the mechanisms underlying immunoglobulin light chain aggregation and deposition to mitigate organ involvement.
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  • 文章类型: Journal Article
    甘薯是一种重要的经济作物,在应对全球粮食安全和气候变化方面,它与其他作物相比具有各种优势。尽管已经发表了大量关于甘薯生物学各个方面研究的文章,没有具体报道可以系统地结晶研究成果。本综述率先利用CiteSpace软件对有关甘薯研究的文章进行了以关键词为中心的时空维度文献计量分析,全面厘清发展现状,研究,热点近30年(1993-2022年)的发展趋势。对出版国进行了定量分析,机构,学科,和学者了解甘薯研究的基本现状;然后,对高频关键词进行了可视化分析,突发关键字,和关键词聚类;总结了主要研究热点的演变和不同时期的发展趋势。最后,三个主要发展阶段——初级阶段(1993-2005年),快速阶段(2006-2013年),和多元化成熟阶段(2014-2022年)进行了详细的回顾和分析。特别是,甘薯生产在提高育种效率方面的发展需要,增强胁迫耐受性,协调高产量与高质量和高抗性,讨论了促进需求,这将有助于从生物勘探的不同方面全面了解甘薯研究的发展动态。
    Sweetpotato is an economically important crop, and it has various advantages over other crops in addressing global food security and climate change. Although substantial articles have been published on the research of various aspects of sweetpotato biology, there are no specific reports to systematically crystallize the research achievements. The current review takes the lead in conducting a keyword-centric spatiotemporal dimensional bibliometric analysis of articles on sweetpotato research using CiteSpace software to comprehensively clarify the development status, research hotspot, and development trend in the past 30 years (1993-2022). Quantitative analysis was carried out on the publishing countries, institutions, disciplines, and scholars to understand the basic status of sweetpotato research; then, visual analysis was conducted on high-frequency keywords, burst keywords, and keyword clustering; the evolution of major research hotspots and the development trend in different periods were summarized. Finally, the three main development stages-preliminary stage (1993-2005), rapid stage (2006-2013), and diversified mature stage (2014-2022)-were reviewed and analyzed in detail. Particularly, the development needs of sweetpotato production in improving breeding efficiency, enhancing stress tolerance, coordinating high yield with high quality and high resistance, and promoting demand were discussed, which will help to comprehensively understand the development dynamics of sweetpotato research from different aspects of biological exploration.
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  • 文章类型: Journal Article
    分析和比较过敏性鼻炎(AR)和哮喘的临床研究趋势和热点,为未来的研究提供有价值的理论数据和参考。
    从WebofScienceCoreCollection检索了2013年至2023年发表的针对AR或哮喘的临床研究。使用来自多个指标的文献计量学对符合条件的文章进行筛选和分析。
    共筛选了261篇关于AR的合格文章和991篇关于哮喘的合格文章。以下文献计量分析将《过敏和临床免疫学杂志》确定为AR和哮喘方面最有影响力的出版物,并证明了哈佛大学在AR和哮喘临床研究中的重要贡献。分析还显示,AR的十大多产作者来自中国,联合王国,Japan,德国,而研究哮喘的前10名作者主要来自美国。各国在AR方面的合作相对集中在西方,而哮喘的国际合作主要由西方和某些东方国家实现。
    本研究使用文献计量学分析比较和分析了AR和哮喘相关临床研究的现状和演变。此外,这项研究全面总结了有影响力的作者,机构,和国家,揭示了热点的替代和演变。
    UNASSIGNED: To analyze and compare clinical research trends and hot topics in allergic rhinitis (AR) and asthma and provide valuable theoretical data and references for future research.
    UNASSIGNED: Clinical studies focusing on AR or asthma published from 2013 to 2023 were retrieved from the Web of Science Core Collection. Eligible articles were screened and analyzed using bibliometrics from multiple indicators.
    UNASSIGNED: A total of 261 eligible articles on AR and 991 qualified articles on asthma were screened. The following bibliometric analyses identified the Journal of Allergy and Clinical Immunology as the most influential publication on AR and asthma and proved the significant contributions of Harvard University in clinical studies on AR and asthma. The analyses also revealed that the top ten prolific authors for AR were from China, the United Kingdom, Japan, and Germany, whereas the top ten productive authors for asthma were mainly from the USA. Collaborations among countries for AR were relatively concentrated in the Occident, whereas international cooperation on asthma was mainly achieved by the Occident and certain Eastern countries.
    UNASSIGNED: This study compared and analyzed the current status and evolution of AR and asthma-related clinical research using bibliometric analysis. Additionally, the study comprehensively summarized the impactful authors, institutions, and countries, and revealed the replacement and evolution of hotspots.
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  • 文章类型: Journal Article
    文献计量分析通常用于可视化知识基础,趋势,通过对相关文献进行定量评估,在特定科学领域的模式。这项研究的目的是对骨科生物膜研究领域的最新研究进行文献计量分析,并确定其当前趋势和热点。
    从WebofScienceCoreCollection和Scopus数据库检索研究,并使用R包(4.2.2)在参考文献中进行分析。
    本研究共纳入2426篇文献。骨科研究和临床骨科及相关研究杂志在生产力和影响力方面排名第一,有57篇发表的文章和32个h指数,分别。TrampuzA,俄亥俄州立大学和美国被评为最有生产力的作家,机构,和国家。生物膜形成,声处理的作用,生物材料机制和抗生素负载已成为骨科生物膜研究领域的趋势和热点。
    这项研究全面概述了当前骨科生物膜研究的最新技术,并为该领域的最新趋势和热点提供了宝贵的见解。
    UNASSIGNED: Bibliometric analysis is commonly used to visualize the knowledge foundation, trends, and patterns in a specific scientific field by performing a quantitative evaluation of the relevant literature. The purpose of this study was to perform a bibliometric analysis of recent studies in the field of orthopedic biofilm research and identify its current trends and hotspots.
    UNASSIGNED: Research studies were retrieved from the Web of Science Core Collection and Scopus databases and analyzed in bibliometrix with R package (4.2.2).
    UNASSIGNED: A total of 2426 literature were included in the study. Journal of orthopaedic research and Clinical orthopaedics and related research ranked first in terms of productivity and impact, with 57 published articles and 32 h-index, respectively. Trampuz A, Ohio State Univ and the United States ranked as the most productive authors, institutions, and countries. Biofilm formation, role of sonication, biomaterial mechanism and antibiotic loading have been investigated as the trend and hotspots in the field of orthopedic biofilm research.
    UNASSIGNED: This study provides a thorough overview of the state of the art of current orthopedic biofilm research and offers valuable insights into recent trends and hotspots in this field.
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  • 文章类型: Journal Article
    主要关节置换在全球范围内越来越频繁地进行,在人口老龄化的推动下,手术技术的改进,和植入物设计的进步。虽然传统上更多的注意力集中在髋关节和膝关节等负重关节上,近年来,由于人们对更好的生活质量的需求,肩关节置换手术越来越受到重视。到目前为止,尚未使用Scopus数据库对肩关节置换术相关出版物进行全面的文献计量分析.此文献计量分析旨在通过回顾Scopus数据库从成立到2023年,以检查有关肩关节成形术的文献来填补这一空白。该分析中包括总共5300种符合选择标准的出版物。世纪之交标志着肩关节置换术领域的重大转折点,每年出版的出版物越来越多。这种趋势可以归因于植入物设计的改进,随着时间的推移,它们变得更加一致和可靠。虽然大多数文章是由来自美利坚合众国(美国)的研究人员和临床医生撰写的,法国作家的出版物在该领域产生了更高的学术影响。发展中国家对肩关节置换术的研究存在明显差距,可能是由于植入物的成本过高以及其他医疗保健部门的优先考虑。这个文献计量分析,利用Scopus数据,作为研究人员的指路明灯,临床医生,和政策制定者,可能促进合作项目和指导未来研究的发展,以进一步推进肩关节置换术领域,特别是在发展中国家。
    Primary joint replacements are performed increasingly often worldwide, driven by an aging population, improvement in surgical techniques, and advancements in implant designs. While more attention has traditionally been focused on weight-bearing joints such as the hip and knee, shoulder replacement surgeries have gained increasing attention in recent years due to the population\'s demand for a better quality of life. Thus far, a comprehensive bibliometric analysis of shoulder arthroplasty-related publications using the Scopus database has not yet been conducted. This bibliometric analysis aims to fill this gap by reviewing the Scopus database from its inception until 2023 to examine the literature on shoulder arthroplasty. A total of 5300 publications meeting the selection criteria were included in this analysis. The turn of the century marked a significant turning point for the field of shoulder arthroplasty, with an increasing number of publications produced annually. This trend can be attributed to the improvement of implant designs, which have become more consistent and reliable over time. While the majority of articles were authored by researchers and clinicians from the United States of America (USA), publications by French authors had a higher scholarly impact in the field. There is a noticeable gap in research on shoulder arthroplasty in developing countries, possibly due to the prohibitively high cost of implants and the prioritization of other healthcare sectors. This bibliometric analysis, utilizing Scopus data, serves as a guiding light for researchers, clinicians, and policymakers, potentially fostering collaborative projects and guiding the development of future studies to further advance the field of shoulder arthroplasty, particularly in developing countries.
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  • 文章类型: Journal Article
    目的:本研究旨在提供当前研究的概述,并进一步分析血管内皮生长因子(VEGF)和抗VEGF治疗新生血管性年龄相关性黄斑变性(NVAMD)领域的发表趋势。
    方法:我们从WebofScienceCoreCollection下载了2001年至2020年的所有相关出版物,并使用R编程软件中的bibibiometrix软件包进行了文献计量分析。
    结果:共3717篇出版物被纳入分析。美国贡献了最多的出版物(1443),并获得了最高的引用次数(74,946次)和H指数值(28次)。约翰霍普金斯大学,美国,是拥有最多出版物的顶级机构,PeterA.Campochiaro是Wilmer眼科研究所最有成效的教授,美国。总出版物的9.60%来自《视网膜和玻璃体疾病杂志》。趋势分析表明,抗VEGF治疗是在2000年初引入类固醇治疗后,在过去的20年里,见证了几种抗VEGF药物的开花。“治疗和扩展”和“抵抗”是近年来流行的两个趋势话题。
    结论:在NVAMD中VEGF和抗VEGF治疗的研究领域中,美国占据主导地位。类固醇给药,光动力疗法,在过去的20年中,抗VEGF治疗在NVAMD患者的治疗中取得了重要进展。有限的作用期和耐药性是未来研究的潜在研究方向。
    OBJECTIVE: This study sought to provide an overview of the current research and further analyze publication trends in the field of vascular endothelial growth factor (VEGF) and anti-VEGF treatment for neovascular age-related macular degeneration (NVAMD).
    METHODS: We downloaded all related publications from 2001 to 2020 from the Web of Science Core Collection and conducted a bibliometric analysis using the bibiometrix package in R programming software.
    RESULTS: A total of 3717 publications were included in the analysis. The USA contributed the largest number of publications (1443), and achieved the highest number of citations (74,946) and H-index value (28). Johns Hopkins University, USA, was the top institution with the most publications, and Peter A. Campochiaro was the most productive professor at The Wilmer Eye Institute, USA. 9.60% of the total publications were from the Journal of Retinal and Vitreous Diseases. Trend analysis demonstrated that anti-VEGF therapy was introduced in early 2000 after steroids, and the last 2 decades have witnessed the blossom of several anti-VEGF agents. \"Treat-and-extend\" and \"resistance\" were two popular trend topics in recent years.
    CONCLUSIONS: The USA occupies a dominant position in the research field of VEGF and anti-VEGF treatments in NVAMD. Steroid administration, photodynamic therapy, and anti-VEGF therapy have been pivotal advances in the treatment of NVAMD patients over the past 2 decades. Limited acting period and resistance are potential investigation directions in future studies.
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  • 文章类型: Journal Article
    亲属关系分析是法医遗传学的一个重要方面。本研究使用文献计量分析技术分析了1960年至2023年有关亲属关系分析的1,222种出版物,调查年度出版物和引文模式,生产力最高的国家,组织,作者和期刊,引用最多的文档和关键字的共现。该领域的首次出版发生在1960年。2007年以来,出版物大幅增加,除2010年外,每年出版30多部。中国的出版物最多(n=213,17.43%),其次是美国(n=175,14.32%)和德国(n=89,7.28%)。美国的引用次数也最高。四川大学是中国发表文章最多的大学。莱比锡大学和德国科隆大学的总引文数量和平均引文数量最高,分别。BudowleB是最多产的作者,KayserM是引用最多的作者。在出版物方面,法医科学国际遗传学,国际法医科学,国际法律医学杂志是最多产的期刊。其中,法医科学国际遗传学拥有最高的h指数,引用计数,和平均引用率。最常引用的出版物是“VanOvenM,2009,HumMutat\,“共引用1361次。最常见的共现关键词包括\"DNA\",\"Loci\",\"亲子鉴定\",“人口”,\"标记\",和“标识”,最近的兴趣集中在“亲属关系分析”上,“SNP”和“推理”。目前的研究集中在微单倍型,法医遗传家谱,和大规模平行测序。该领域采用了新的DNA分析方法,工具,和遗传标记。国家间的合作研究,组织,作者有利于思想交流,解决问题的效率,和高质量的结果。
    Kinship analysis is a crucial aspect of forensic genetics. This study analyzed 1,222 publications on kinship analysis from 1960 to 2023 using bibliometric analysis techniques, investigating the annual publication and citation patterns, most productive countries, organizations, authors and journals, most cited documents and co-occurrence of keywords. The initial publication in this field occurred in 1960. Since 2007, there has been a significant increase in publications, with over 30 published annually except for 2010. China had the most publications (n = 213, 17.43%), followed by the United States (n = 175, 14.32%) and Germany (n = 89, 7.28%). The United States also had the highest citation count. Sichuan University in China has the largest number of published articles. The University of Leipzig and the University of Cologne in Germany exhibit the highest total citation count and average citation, respectively. Budowle B was the most prolific author and Kayser M was the most cited author. In terms of publications, Forensic Science International- Genetics, Forensic Science International, and International Journal of Legal Medicine were the most prolific journals. Among them, Forensic Science International-Genetics boasted the highest h-index, citation count, and average citation rate. The most frequently cited publication was \"Van Oven M, 2009, Hum Mutat\", with a total of 1,361 citations. The most frequent co-occurrence keyword included \"DNA\", \"Loci\", \"Paternity testing\", \"Population\", \"Markers\", and \"Identification\", with recent interest focusing on \"Kinship analysis\", \"SNP\" and \"Inference\". The current research is centered around microhaplotypes, forensic genetic genealogy, and massively parallel sequencing. The field advanced with new DNA analysis methods, tools, and genetic markers. Collaborative research among nations, organizations, and authors benefits idea exchange, problem-solving efficiency, and high-quality results.
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  • 文章类型: Journal Article
    肠道微生物组(GM)和2型糖尿病(T2DM)具有双向作用。通过以各种方式调节GM来改善T2DM,比如饮食,锻炼,和药物,逐渐变得流行,相关研究取得了积极成果。然而,这方面的研究还缺乏高质量的文献计量分析。本研究旨在对知识结构进行系统化和全面总结,研究热带地区,并通过文献计量分析对GM和T2DM的研究趋势。
    在本研究中搜索了2024年1月9日之前在WebofScienceCoreCollection(WOSCC)中与GM和T2DM相关的出版物。MicrosoftExcel2019用于分析发布趋势和CiteSpace(v.6.1。R6Advanced)用于分析机构,引用的期刊,参考文献,和关键词。SCImagoGraphica(v.1.0.39)用于分析国家/地区,机构合作,引用作者,出版期刊。
    我们最终收录了2008年至2023年发表的1004篇文章。发表的文章数量呈上升趋势,并在2022年达到峰值。中国是文章最多的国家,哥本哈根大学是拥有最多文章的机构,福井,Michiaki,滨口,Masahide是文章最多的学者,卡尼和帕特里斯·D是引用次数最多的学者。NUTRIENTS(Q1/5.9)发表的出版物最多,而《自然》(Q1/64.8;被引用804次)是被引用频率最高的期刊。肠道菌群,肥胖,胰岛素抵抗是最常用的关键词。这项研究发现,目前的研究集中在饮食的影响,锻炼,和药物修饰GM改善2型糖尿病的作用机制探讨。未来的研究将集中在三个方面:T2DM的并发症和特定的生理过程,规范转基因的方法和措施,以及新的实验技术和化验。
    目前的研究证实了调节GM改善T2DM的作用和具体机制。进一步探索调节GM对T2DM并发症和特定生理过程的影响是未来的研究趋势。探索调控转基因的具体方法,开发新的实验技术和检测方法,对今后的研究具有重要意义。
    UNASSIGNED: Gut microbiome (GM) and type 2 diabetes mellitus (T2DM) have two-way effects. Improving T2DM by modulating GM in various ways, such as diet, exercise, and medication, is gradually becoming popular, and related studies have yielded positive results. However, there is still a lack of high-quality bibliometric analyses of research in this area. This study aims to systematize and comprehensively summarize the knowledge structure, research tropics, and research trends of GM and T2DM through bibliometric analysis.
    UNASSIGNED: Publications related to GM and T2DM before January 9, 2024, in the Web of Science Core Collection (WOSCC) were searched in this study. Microsoft Excel 2019 was used to analyze publishing trends and CiteSpace (v.6.1.R6 Advanced) was used to analyze institutions, cited journals, references, and keywords.SCImago Graphica (v.1.0.39) was used to analyze countries/regions, institutions\' collaborations, cited authors, and published journals.
    UNASSIGNED: We finally included 1004 articles published from 2008 to 2023. The number of published articles showed an upward trend and reached its peak in 2022. China is the country with the largest number of articles, Univ Copenhagen is the institution with the largest number of articles, Fukui, Michiaki, Hamaguchi, Masahide are the scholars with the largest number of articles, and Cani and Patrice D. are the scholars with the largest number of citations. NUTRIENTS(Q1/5.9) published the most publications, while Nature (Q1/64.8; Cited 804 times) is the most frequently cited journal. Gut microbiota, Obesity, and insulin resistance are the most frequently used keywords. This study found that current researches focus on the effects of diet, exercise, and pharmacological modification of GM to improve T2DM and explores specific mechanisms. Future researches will focus on three areas: complications of T2DM and specific physiological processes, methods and measures to regulate GM, and new experimental techniques and assays.
    UNASSIGNED: The current researches confirmed the effects and specific mechanisms of modulating GM to improve T2DM. Further exploration of the effects of modulating GM on T2DM complications and specific physiologic processes is a future trend of research. Exploring specific methods for regulating GM and developing new experimental techniques and assays are important for future research.
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  • 文章类型: Journal Article
    甲病毒是一组多样化的病原体,由于它们对人类健康的影响而引起了相当大的关注。通过研究甲病毒受体,研究人员可以阐明病毒进入机制,并获得预防和治疗病毒性疾病的重要线索。本研究通过文献计量分析对甲病毒受体领域的研究进展进行了深入分析。
    这项研究涵盖了各个方面,包括历史发展,年度出版趋势,作者和引用作者分析,机构隶属关系,研究贡献的全球分布,引用爆发最强的参考分析,关键词分析,以及对最近甲病毒受体研究发现的详细探索。
    本文献计量分析的结果突出了甲病毒受体研究的关键里程碑,展示了随着时间的推移在这个领域的知识的进步。此外,分析揭示了当前的研究热点,并确定了新兴的前沿,这可以指导未来的研究并激发新的治疗策略。
    这项研究概述了甲病毒受体研究的最新水平,巩固现有知识,为进一步发展铺平道路。通过揭示重要的发展和新兴的兴趣领域,这项研究是研究人员的宝贵资源,临床医生,和政策制定者参与防治甲病毒感染和改善公共卫生。
    UNASSIGNED: Alphaviruses are a diverse group of pathogens that have garnered considerable attention due to their impact on human health. By investigating alphavirus receptors, researchers can elucidate viral entry mechanisms and gain important clues for the prevention and treatment of viral diseases. This study presents an in-depth analysis of the research progress made in the field of alphavirus receptors through bibliometric analysis.
    UNASSIGNED: This study encompasses various aspects, including historical development, annual publication trends, author and cited-author analysis, institutional affiliations, global distribution of research contributions, reference analysis with strongest citation bursts, keyword analysis, and a detailed exploration of recent discoveries in alphavirus receptor research.
    UNASSIGNED: The results of this bibliometric analysis highlight key milestones in alphavirus receptor research, demonstrating the progression of knowledge in this field over time. Additionally, the analysis reveals current research hotspots and identifies emerging frontiers, which can guide future investigations and inspire novel therapeutic strategies.
    UNASSIGNED: This study provides an overview of the state of the art in alphavirus receptor research, consolidating the existing knowledge and paving the way for further advancements. By shedding light on the significant developments and emerging areas of interest, this study serves as a valuable resource for researchers, clinicians, and policymakers engaged in combating alphavirus infections and improving public health.
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  • 文章类型: Journal Article
    神经营销是一个新兴的研究领域,旨在了解消费者在选择购买哪种产品时的决策过程。这些信息受到希望通过了解给消费者留下积极或消极印象来改善其营销策略的企业的高度追捧。它有可能通过使公司能够提供引人入胜的体验来彻底改变营销行业,创造更有效的广告,避免错误的营销策略,并最终为企业节省数百万美元。因此,良好的文献是必要的,以捕捉当前的研究状况在这个重要的部门。在这篇文章中,我们对基于脑电图的神经营销进行了系统综述。我们的目标是阐明研究趋势,技术范围,以及这个领域的潜在机会。我们回顾了来自有效数据库的最新出版物,并将神经营销中的热门研究课题分为五个集群,以介绍该领域的当前研究趋势。我们还讨论了在做出购买决策时被激活的大脑区域及其与神经营销应用的相关性。这篇文章提供了适当的营销刺激插图,可以引起消费者的真实印象,用于处理和分析记录的大脑数据的技术,以及当前用于解释数据的策略。最后,我们为即将到来的研究人员提供建议,以帮助他们将来更有效地研究该领域的可能性。
    Neuromarketing is an emerging research field that aims to understand consumers\' decision-making processes when choosing which product to buy. This information is highly sought after by businesses looking to improve their marketing strategies by understanding what leaves a positive or negative impression on consumers. It has the potential to revolutionize the marketing industry by enabling companies to offer engaging experiences, create more effective advertisements, avoid the wrong marketing strategies, and ultimately save millions of dollars for businesses. Therefore, good documentation is necessary to capture the current research situation in this vital sector. In this article, we present a systematic review of EEG-based Neuromarketing. We aim to shed light on the research trends, technical scopes, and potential opportunities in this field. We reviewed recent publications from valid databases and divided the popular research topics in Neuromarketing into five clusters to present the current research trend in this field. We also discuss the brain regions that are activated when making purchase decisions and their relevance to Neuromarketing applications. The article provides appropriate illustrations of marketing stimuli that can elicit authentic impressions from consumers\' minds, the techniques used to process and analyze recorded brain data, and the current strategies employed to interpret the data. Finally, we offer recommendations to upcoming researchers to help them investigate the possibilities in this area more efficiently in the future.
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