scholarly journals Knowledge Graph Construction for Intelligent Media Based on Mobile Internet

2022 ◽  
Vol 2022 ◽  
pp. 1-14
Author(s):  
Jianhua Dai ◽  
Jingxin Xu

Mobile Internet-based intelligent media has become a popular academic topic. This study uses the CiteSpace visualisation tool and Scientific Citation Index Expanded database to comb the existing research in the field of intelligent media from a quantitative perspective. A total of 7248 English papers were published on the topic of “intelligent media” from 2012 to 2021, and 145 highly cited papers refined were analysed. Scientific knowledge graphs were analysed from six dimensions: annual publication quantity, country of publication, institution of publication, author, keywords, and cited references. In the last 10 years, the research literature on intelligent media has been found to increase annually. Presently, the People’s Republic of China and the United States of America have a high proportion of documents in this field. Chinese universities and institutions have achieved significantly in terms of the quantity and quality of documents. From the perspective of the whole intelligent media discipline, the high-yield author group has not been formed, and there is minimal cooperation amongst authors. Popular intelligent media topics include film, social media, machine learning, swarming motility, data mining, and artificial intelligence. Subject words of the main research directions are event recognition, fake news, Cable News Network model, reconfigurable intelligent surface, comprehensive survey, microblog message, strain sensor, and traffic event. Combined with popular topics and time zone maps, the future research frontier in the field of smart media is identified.

2021 ◽  
Author(s):  
Desheng Xu ◽  
Ke Yang ◽  
Wei Duan

Abstract This paper analyzes the research characteristics and development context of carbon emissions in the steel industry, which will provide reference for future carbon emissions research and practice in the steel industry in China. Based on the “Web of Science Core Collection” (hereinafter referred to as SCIE) database, this paper used CiteSpace software to make a bibliometric analysis of the literatures related to carbon emissions in the steel industry from 1991 to 2020 in terms of countries and regions, major publishing institutions, high-yield authors, keywords and time zone views. The results show that: 1) Scholars and research institutions in different countries and regions form a close cooperation network according to their geographical location;2) The research forces with China, the United States, the United Kingdom and Japan as the core have provided key research support and contributed major research results to the carbon emission field of the steel industry;3) Climate change, production technology and future scenario analysis are the three main research topics;4) In the future research stage, the comprehensive application of various disciplines such as technical and economic analysis, scenario analysis and environmental climatology will become the forefront of the research on carbon emissions in the steel industry.


2021 ◽  
pp. 102986492110055
Author(s):  
Ee Ran How ◽  
Leonard Tan ◽  
Peter Miksza

We employed the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) method to systematically review research on music practice from 1928 until June 2020 and identified a total of 3,102 records using our inclusion criteria, of which a total of 296 were eventually selected for the final analysis. We tabulated percentages and frequencies of (a) publications in ten-year periods, (b) type of publications, (c) sampling by geographical location, (d) methodologies used, (e) the top tenth percentile of the most highly cited research, and (f) topics covered. Our analyses reveal that particularly strong growth occurred in the literature between 2000 and 2020. In the literature we retrieved, the most commonly sampled research participants were those in the United States, followed by the United Kingdom and Australia. Quantitative research designs were most prevalent, accounting for two-thirds of all studies reviewed (66.2%), with questionnaires and recordings being the most common methods of data collection. Non-empirical papers (17.5%) as well as studies incorporating qualitative (13.5%) and mixed-methods designs (3.1%) were much less prevalent. Ericsson et al.’s (1993) seminal study of deliberate practice, Driskell et al.’s (1994) review of the research literature on mental practice, and Sloboda et al.’s (1996) study of young musicians were by far the most often cited. Overall, the most common topics addressed were deliberate practice, practice strategies, mental practice, the benefits of practice, metacognition, self-regulation, and self-efficacy, suggesting that music practice is a rich, multifaceted, and complex activity. In light of the findings, recommendations for practice and implications for future research are provided.


2020 ◽  
Author(s):  
Li Huang ◽  
Mi Zhou

In the past three decades, the field of sanitation has attracted much academic attention, and a large volume of relevant research results have emerged. In order to explore the characteristics and trends of global sanitation research literature, this paper presents a bibliometric analysis of 9559 articles published between 1990–2019 and extracted from the Web of Science Core Collection database. With the rapid increase in the number of related publications, both the breadth and depth of sanitation studies have increased significantly in the 21st century. In terms of multiple criteria, the comprehensive research strength of developed countries is greater than that of developing countries. The field is highly interdisciplinary, meaning that collaborations between research institutions are increasing. Keyword clustering analysis shows that the main research topics in the domain of sanitation are: (a) drinking water; (b) sustainability; (c) biofilm; (d) epidemiology; and (e) WaSH (i.e. Water, Sanitation and Hygiene). Meanwhile, keyword bursts analysis showed that the new research hotspots and frontiers mainly concentrated on: (a) sustainable development of sanitation services adapting to climate change; (b) main determinants affecting child malnutrition; (c) research based on global and multinational data; and (d) evaluations on various aspects of performance. This paper provides a better understanding of sanitation research trends that have emerged over the past 30 years, and can serve as a reference for future research.


2011 ◽  
Vol 55-57 ◽  
pp. 1578-1583
Author(s):  
Bing Wu ◽  
Wen Xia Xu ◽  
Jun Ge

This study is a productivity review on the literature gleaned from SSCI, SCIE databases concerning trust analysis in social network community research. The result indicates that the number of literature productions on trust analysis in social network community is still growing. The main research development country is the United States, and from the analysis of the distribution of language, English is the most popular language. Moreover the research focuses on are mainly empirical research, computational model and recommendation system, we analyze these typical references in detail, also limitations and future research.


2011 ◽  
Vol 474-476 ◽  
pp. 1007-1011
Author(s):  
Bing Wu ◽  
Jun Ge ◽  
Wen Xia Xu

This study is a productivity review on the literature gleaned from SSCI, SCIE databases concerning social network analysis in knowledge management research. The result indicates that the number of related literature is still growing especially in recent two years. The main research development country is the United States, then England and German, and from the analysis of the subject area, Information Science & Library Science is the most popular subject. Concerning source title, Knowledge Management Research & Practice is in the priority. Moreover the research focuses on this topic are mainly in close relationship with knowledge network. Typical references were analyzed in detail, including limitations and future research.


2011 ◽  
Vol 474-476 ◽  
pp. 1002-1006
Author(s):  
Bing Wu ◽  
Jun Ge ◽  
Wen Xia Xu

This study is a productivity review on the literature gleaned from SSCI, SCIE databases concerning knowledge transfer research in virtual contexts. The result indicates that the number of literature productions on this topic is still growing in recent years. The main research development country is the United States. And from the analysis of the subject area, communication is the most popular subject, then engineering, multidisciplinary, and management. Concerning source title, group decision and negotiation is in the priority. Moreover the research focuses are mainly theory model and empirical research; these typical references are analyzed in detail, including limitations and future research in this field.


Author(s):  
Yadong Ma

With the continuous development of high-tech industry, Moore’s law is close to the limit. People urgently need nano science and technology to trigger a new scientific and technological revolution to meet the needs of life, military and so on. Nanotechnology covers almost all industries and has made achievements in the industries such as medical, materials, manufacturing, and information technology. It has changed the production and life of human beings and subverted many industries. In recent years, more and more people have conducted data mining on nanotechnology research. By combing the literature, this paper summarizes the core authors, keyword changes, important authors and emergent words of the existing literature. Contributing to analyzing the research status of this field and revealing research hotspots in this field. It is of great significance for scholars to sort out the development process of nano field and predict the future development trend. Using CitesSpace bibliometric analysis software, 44002 pieces of literature about nanotechnology in SCI and SSCI journals in the core collection of the Web of Science database were analyzed in this paper. The results indicated that countries such as the United States, Germany, China, and Japan have issued more articles; However, the centrality of articles published in European countries such as the UK, Germany, and France was relatively strong; High-yield units mainly included Chinese Acad Sci and Russian Acad Sci; The main research scholars were Wei Wang, Peixuan Guo, Thomas J Webster, Hao Yan; Research emergent words primarily included polymer, particle, dynamics, mechanical properties and silver nanoparticle. On this basis, countermeasure suggestions and prospects are proposed.


Author(s):  
Joshua Wilson ◽  
Gilbert N. Andrada

Writing skills are essential for success in K-12 and post-secondary settings. Yet, more than two-thirds of students in the United States fail to achieve grade-level proficiency in writing. The current chapter discusses the use of automated essay evaluation (AEE) software, specifically automated feedback systems, for scaffolding improvements in writing skills. The authors first present a discussion of the use of AEE systems, prevailing criticisms, and findings from the research literature. Then, results of a novel study of the effects of automated feedback are reported. The chapter concludes with a discussion of implications for stakeholders and directions for future research.


2019 ◽  
Vol 6 (2) ◽  
pp. 151-156 ◽  
Author(s):  
Xi-Liang Kang ◽  
Xiao Gao

Abstract Objective To analyze the related foreign literature about compassion fatigue (CF) and to provide the basis for further improving the level of research in this field. Methods Based on the Web of Science core database and its own analysis function, HistCite analysis software was used to study the diploma research about CF. Results A total of 652 paper were retrieved, the output of literature showed an increasing trend year by year. The United States ranked first, and China ranked eleventh. The “Oncology Nursing Forum” had the largest number of articles (4.0%). The main research direction was in nursing (29.6%), and the main research output was from articles (73.2%). The key words highly cited were “compassion” and “fatigue”. Figley was the author of the high-yield field, and mainly research institutions were universities. The highly cited article was entitled “Compassion fatigue: Psychotherapists’ chronic lack of self-care”. Conclusions In recent years, the related heat of CF has been high fever. Our research in this field is still in the primary stage, and it needs to be further excavated and promoted.


2021 ◽  
Author(s):  
Jeremy Y. Ng

Abstract Background: Cannabis refers to a flowering plant in the family Cannabaceae, which has been used medically, recreationally, and industrially. The history of cannabis has been both long and complex, however, the last few decades have seen a large increase in the volume of literature on this topic. The objective of the present bibliometric analysis is to capture the characteristics of peer-reviewed publications on the topic of cannabis and cannabinoid research.Methods: Searches were run on April 02, 2021, and results were exported on the same day to prevent discrepancies between daily database updates. Only “article” and “review” publication types were included; no further search limits were applied. The following bibliometric data were collected: number of publications (in total and per year), authors and journals; open access status; journals publishing the highest volume of literature and their impact factors; language, countries, institutional affiliations, and funding sponsors of publications; most productive authors; and most highly-cited publications. Trends associated with this subset of publications were identified and presented. Bibliometric networks were constructed and visualized using the software tool VOSviewer.Results: A total of 29 802 publications (10 214 open access), published by 65 109 authors were published in 5474 journals from 1829 to 2021. The greatest number of publications were published over the last 20 years. The journal that published the largest number of publications was Drug and Alcohol Dependence (n=705). The most productive countries included the United States (n= 12 420), the United Kingdom (n=2236), and Canada (n=2062); many of the most common intuitional affiliations and funding sponsors also originated from these three countries.Conclusions: The number of publications collectively published on the topic of cannabis follows an upward trend. Over the past 20 years, the volume of cannabis research has grown steeply, which can be largely attributed to the existence of a large amount of funding dedicated to research this topic. Future research should continue to investigate changes in the publication characteristics of emerging cannabis research, especially as it is expected that the body of publications on this topic is expected to rapidly grow.


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