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| Construction and Simulation of the Transmission Model of Scientific Literature Dissemination Networks Based on the Perspective of Knowledge Evolution |
| Wang Yuefen1,2, Ding Yufei1 |
1.School of Economics and Management, Nanjing University of Science and Technology, Nanjing 210094
2.Jiangsu Provincial Social Public Safety Science and Technology Collaborative Innovation Center, Nanjing 210094 |
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Abstract In order to reveal the essence of the process of scientific literature dissemination and analyze the dynamic mechanism of scientific development, this paper introduces the theory of knowledge evolution and uses the methods of probability statistics, complex network analysis, and simulation experiments, as well as research on scientific literature dissemination networks. First, it expounds on the main contents of the theory of knowledge evolution and analyzes the representation of knowledge evolution phenomena in scientific literature dissemination; second, it employs a network transmission model of scientific literature dissemination constructed based on knowledge evolution; and last, the validity and feasibility of the model are verified by simulation experiments. It is found that there is a hidden knowledge evolution phenomenon, as well as attribute characteristics and evolutionary behaviors, in scientific literature dissemination networks. The results reflect the state and laws of scientific literature dissemination.
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Received: 21 November 2018
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1 PhilpJ C, RitchieR J, AllanJ E M. Synthetic biology, the bioeconomy, and a societal quandary[J]. Trends in Biotechnology, 2013, 31(5): 269-272.
2 何兵. 真理、信念与知识进化——库恩的进化知识观[J]. 自然辩证法通讯, 2008, 30(2): 21-27, 110.
3 丁玉飞, 关鹏. 知识进化视角下科学文献传播网络演化与预测研究及应用[J]. 图书情报工作, 2018, 62(4): 72-80.
4 王曰芬, 丁玉飞, 刘卫江. 基于知识进化视角的科学文献传播网络演变研究[J]. 情报资料工作, 2016(2): 5-10.
5 FerligojA, KroneggerL, MaliF, et al. Scientific collaboration dynamics in a national scientific system[J]. Scientometrics, 2015, 104(3): 985-1012.
6 文庭孝, 罗贤春, 刘晓英, 等. 知识单元研究述评[J]. 中国图书馆学报, 2011, 37(5): 75-86.
7 孙晓玲, 丁堃. 基于知识基因发现的科学与技术关系研究[J]. 情报理论与实践, 2017, 40(6): 23-26, 17.
8 张凌志. 基于知识进化观的企业创新模式研究[D]. 天津: 天津大学, 2012: 103-108.
9 赵健宇, 李柏洲. 对企业知识创造类生物现象及知识基因论的再思考[J]. 科学学与科学技术管理, 2014, 35(8): 18-28.
10 王发友. 论波普尔的三个世界的关系——基于达尔文主义进化论的视角[J]. 安徽工业大学学报(社会科学版), 2013, 30(5): 57-60. |
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