NSL OpenIR  > 中国科学院成都文献情报中心  > 信息技术部
Mining Hot Research Topics based on Complex Network Analysis - A Case Study on Regenerative Medicine
Ceng RQ(曾荣强)1,3; Pang HS(庞弘燊)5; Tan XC(覃筱楚)2; Song YB(宋亦兵)2; Wen Y(文奕)1; Hu ZY(胡正银)1; Yang N(杨宁)1; Guo HM(郭红梅)4; Qian L(钱力)4; Hu ZY(胡正银)
2017-11
Conference Namethe 9th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management
Conference Date2017.11.1-2017.11.3
Conference Place葡萄牙丰沙尔
AbstractIn order to mine the hot research topics of a certain field, we propose a hypervolume-based selection algorithm based on the complex network analysis, which employs a hypervolume indicator to select the hot research topics from the network in the considered field. We carry out the experiments in the field of regenerative medicine, and the experimental results indicate that our proposed method can effectively find the hot research topics in this field. The performance analysis sheds lights on the ways to further improvements.
KeywordHot Research Topics Modularity Function Regenerative Medicine Community Detection Hypervolume Indicator
DOI10.5220/0006504802630268
Language英语
Citation statistics
Document Type会议论文
Identifierhttp://ir.las.ac.cn/handle/12502/9600
Collection中国科学院成都文献情报中心_信息技术部
Corresponding AuthorHu ZY(胡正银)
Affiliation1.中国科学院成都文献情报中心
2.中国科学院广州生物医药与健康研究院
3.西南交通大学
4.中国科学院文献情报中心
5.深圳大学
First Author Affilication中国科学院文献情报中心
Recommended Citation
GB/T 7714
Ceng RQ,Pang HS,Tan XC,et al. Mining Hot Research Topics based on Complex Network Analysis - A Case Study on Regenerative Medicine[C],2017.
Files in This Item: Download All
File Name/Size DocType Version Access License
KDIR_2017_29.pdf(597KB)会议论文 开放获取CC BY-NC-SAView Download
Related Services
Recommend this item
Bookmark
Usage statistics
Export to Endnote
Google Scholar
Similar articles in Google Scholar
[Ceng RQ(曾荣强)]'s Articles
[Pang HS(庞弘燊)]'s Articles
[Tan XC(覃筱楚)]'s Articles
Baidu academic
Similar articles in Baidu academic
[Ceng RQ(曾荣强)]'s Articles
[Pang HS(庞弘燊)]'s Articles
[Tan XC(覃筱楚)]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[Ceng RQ(曾荣强)]'s Articles
[Pang HS(庞弘燊)]'s Articles
[Tan XC(覃筱楚)]'s Articles
Terms of Use
No data!
Social Bookmark/Share
File name: KDIR_2017_29.pdf
Format: Adobe PDF
All comments (0)
No comment.
 

Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.