Bibliometrics refers to the cross-science that uses mathematical and statistical methods to quantitatively analyze all knowledge carriers. It is a comprehensive knowledge system that integrates mathematics, statistics, and philology and focuses on quantification. In particular, the use of information visualization technology and methods can intuitively display the research and development process, research status, research hot spots and development trends of the topic. Citespace and vosviewer are the most widely used document information visualization software tools. They are widely used in science and engineering, economics and management, law, education, agriculture, literature and history, medicine, art and other disciplines, and the number of published articles has increased significantly year by year. This course will combine theory and practice, and provide detailed explanations on eight topics including bibliometrics explanation, efficient topic selection, database retrieval data download, and software use, so that students can systematically and comprehensively master the basic theories and knowledge of bibliometrics; become proficient in it. Master Citespace, vosviewer and R language document visual analysis technology; finally realize the entire process of mastering the thinking logic and technical methods of a document information visual analysis report (paper) from topic determination, data analysis and drawing, article framework and writing.
| arrange |
content |
| Topic 1 Introduction to bibliometric methods and applications |
1. Basic introduction to bibliometric methods 2. Differential connections with other review methods 3. Recent application trends in various subject areas 4. Comparison of advantages and disadvantages of mainstream analysis software |
| Topic 2 Topic identification, retrieval and data collection |
1. Efficient selection method of hot topics 2. Prediction of feasibility of target theme 3.CNKI database search formula construction 4.CNKI data export methods and precautions 5.WOS database search formula construction 6.WOS data export and precautions |
| Topic 3 VOSviewer Visual Drawing Lecture |
1. Introduction to Vosviewer interface and main concepts 2. WOS and CNKI data import 3. The key to drawing and interpreting co-citation network diagrams 4. The key to drawing and interpreting overlay network diagrams 5. Key to drawing and interpreting density plots 6. Keyword merging methods and precautions 7.VOSviewer and Pajek coupling display
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| Topic 4 Citespace Visual Drawing Lecture |
1. Introduction to CiteSpace layout and main concepts 2. WOS and CNKI data import and cleaning methods 3. Selection and interpretation of subject distribution map drawing parameters 4. Parameter selection and interpretation of co-occurrence network diagram drawing 5. Cluster diagram drawing parameter selection and interpretation 6. Selection and interpretation of emergent graph drawing parameters 7. Timeline graph drawing parameter selection and interpretation
Partial result display |
| Topic 5 R language bibliometric drawing analysis |
1.R package installation and calling, data loading and filtering 2. Analysis and interpretation of publication trends and citations 3. Document source analysis and interpretation 4. Cooperation network analysis and interpretation 5. Document analysis and interpretation 6. Keyword analysis and interpretation 7. Analysis and interpretation of national publishing density and cooperation
Partial result display |
| Topic 6 essay writing |
1 Analysis of typical structural patterns 2 Software combination skills 3. Chart matching strategy 4 Directional literature reference routines 5 Modular writing ideas |
| Topic 7 Paper submission |
1 Journal selection method 2 Preparation work before submission 3 Things to note during the submission process 4 Common review comments on bibliometrics 5. How to improve your hit rate by rejecting the shot and then shooting again. |
Original link: Full-process document visualization and efficient writing method for SCI papers