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《Journal of Systems Engineering》 2018-06
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Study of the prediction model of industrial network based on the dynamical links

Wang Bin;Wang Wenping;Fei Weiyin;School of Mathematics and Physics, Anhui Polytechnic University;School of Economics and Management, Southeast University;  
Based on the industrial networks over the past years, this paper proposes a new methodology that can predict the likelihood of an existing link between any nodes in the future. With the aid of network analysis,a prediction model of the industrial network is built for Chinese input-output tables. Its prediction accuracy is compared with that of the similarity link prediction model. The results show that the industrial network topology structures are very close over the years. The link prediction model has good prediction accuracy as long as the parameters are selected reasonably according to orthogonal experimental design. Compared with the similarity link prediction algorithm, the proposed methodology reflects the importance of past information to the industrial network link prediction, and has better prediction results.
【Fund】: 安徽高校自然科学研究重点资助项目(KJ2018A0109);; 安徽工程大学引进人才科研启动基金资助项目(2018YQQ-022);; 国家自然科学基金面上资助项目(71873002);; 国家社会科学基金重大招标资助项目(12&ZD207)
【CateGory Index】: F121.3
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【Citations】
Chinese Journal Full-text Database 10 Hits
1 CHEN Xi;XI Qiangmin;LI Guoping;School of Government, Peking University;School of Economics, Nankai University;;Industrial linkage and spatial distribution of manufacturing industry[J];地理研究;2015-10
2 An Qier;An Haizhong;Wang Lang;School of Humanities and Economic Management,China University of Geosciences;Lab of Resources and Environmental Management,China University of Geosciences;Key Laboratory of Carrying Capacity Assessment for Resource and Environment,Ministry of Land and Resources,Chinese Academy of Land and Resource Economics,China University of Geosciences Beijing;;Analysis of the embodied energy flow network between Chinese industries[J];系统工程学报;2014-06
3 Wen Danhui;Wang Can;School of Economics and Management,Tianjin University of Science and Technology;College of Management and Economics,Tianjin University;School of Environment,Tsinghua University;;Private and social mitigation cost comparisons of clean energies in China[J];系统工程学报;2014-05
4 YANG Zhi-feng;CHEN Shuang-hua;WANG Wei;School of International Economics and Trade,Shanghai Finance University;Institute of Finance and Economics,Shanghai University of Finance and Economics;;On Motivations for Industrial Structure Change:Empirical Study Based on Input-output Model[J];财经研究;2014-09
5 Liu Xiangrong;Yang Jianmei;Xie Weicong;Sun Hongying;School of Business Administration,South China University of Technology;Zhongkai University of Agriculture and Technology;;The topological properties study of projected network on price volatility associated effect:Taking Guangdong as a case[J];系统工程学报;2014-04
6 Wang Tong'an;School of Business Administration,Zhejiang Gongshang University;;Research on the general feature of Chinese industrial structure based on social network analysis[J];科研管理;2014-07
7 DU Hua-dong;ZHAO Shang-mei;School of Economics And Management ,Beihang University;;Empirical Research on Industrial Structure Evolution of G7 and BRIC: Network Analysis of Input-Output Data from 1995 to 2005[J];管理工程学报;2014-02
8 XU Xiao-ke;XU Shuang;ZHU Yu-xiao;ZHANG Qian-ming;College of Information and Communication Engineering,Dalian Nationalities University;Web Science Center,University of Electronic Science and Technology of China;;Link Predictability in Complex Networks[J];复杂系统与复杂性科学;2014-01
9 WANG Maojun,CHAI Qing(College of Resource Environment and Tourism,Capital Normal University,Beijing 100048,China);Beijing industrial network structural features and moderating effect[J];地理研究;2013-03
10 Rafael Messias Martins1,Gabriel Faria Andery2,Henry Heberle1,Fernando Vieira Paulovich1,Alneu de Andrade Lopes1,Helio Pedrini3,Member,IEEE,and Rosane Minghim1,Member,IEEE 1 Institute of Mathematics and Computer Science,University of Sa o Paulo,Sa o Carlos 13566-590,Brazil 2 CPM Braxis Capgemini,Sa o Paulo 04543-900,Brazil 3 Institute of Computing,University of Campinas,Campinas-SP 13083-852,Brazil;Multidimensional Projections for Visual Analysis of Social Networks[J];Journal of Computer Science & Technology;2012-04
【Co-citations】
Chinese Journal Full-text Database 6 Hits
1 WANG Na;CHEN Xing-Peng;ZHANG Zi-long;LU Cheng-peng;Lanzhou University College of Earth and Environmental Sciences;Lanzhou University Research Center for Circular Economy of Western China;Institute of Applied Ecology,Chinese Academy of Sciences;;Social Network Analysis of Evolution of Industrial Network in Northwestern China[J];资源开发与市场;2015-09
2 JIANG Wei;GAO Weidong;XIONG Tianqi;School of Resources and Environment,University of Jinan;;The network structure of Chinese energy industry[J];干旱区资源与环境;2015-08
3 YIN Chong;YANG Zhi-yuan;;Analysis of the Regional Heterogeneity of Industrial Linkage Strength and Structure——Comparative Study on the Example of “Yue Su Lu”[J];产经评论;2015-03
4 SUN Lu;XUE Bing;GENG Yong;ZHANG Li-ming;The Institute of Applied Ecology,Chinese Academy of Sciences/Key Laboratory of Pollution Ecology and Environmental Engineering;School of Environmental Science and Engineering,Shanghai Jiao Tong University;;Analysis on regional industries based on input-output table and SNA:A case of seven provinces in Eastern China[J];华东师范大学学报(自然科学版);2015-01
5 HOU Ming;WANG Mao-jun;College of Resource Environment and Tourism, Capital Normal University;;Complexity of Beijing Industrial Network Structural Features[J];世界地理研究;2014-02
6 Guo-Dao Sun 1,2 , Ying-Cai Wu 1,, Member, IEEE Rong-Hua Liang 2, Member, CCF, IEEE and Shi-Xia Liu 1 , Member, CCF, Senior Member, IEEE 1 Internet Graphics Group, Microsoft Research Asia, Beijing 100080, China 2 College of Information Engineering, Zhejiang University of Technology, Hangzhou 310023, China;A Survey of Visual Analytics Techniques and Applications: State-of-the-Art Research and Future Challenges[J];Journal of Computer Science & Technology;2013-05
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 Jiang Manqi;Xi Qiangmin;;The Industrial Relationship and Congregation between Productive Services and Manufacture[J];南开学报(哲学社会科学版);2014-01
2 SHI Minjun;YANG Jing;LONG Wen;Denis Yehua WEI;School of Management, University of Chinese Academy of Sciences;Research Center on Fictitious Economy & Data Science,CAS;Department of Geography, University of Utah;;Changes in geographical distribution of Chinese manufacturing sectors and its driving forces[J];地理研究;2013-09
3 MAO Qiliang 1, 2 , DONG Suocheng 1 , WANG Fei 1, 2 , LI Jun 1, 2 (1. Institute of Geographic Sciences and Natural Resources Research, CAS, Beijing 100101, China; 2. University of Chinese Academy of Sciences, Beijing 100049, China);Evolving spatial distribution of manufacturing industries in China[J];地理学报;2013-04
4 Zeng Yu~(1,2),Xiao Renbin~1 (1.Institute of Systems Engineering,Huazhong University of Science and Technology,Wuhan 430074,China; 2.School of Science,Hubei University of Technology,Wuhan 430068,China);Entropy optimization on scale-free networks' resilience[J];系统工程学报;2013-02
5 Liao Mingqiu & Wang Mingzhe;A Study on Multiple-Product Price Influence Model and Its Application[J];统计研究;2013-02
6 FANG Yuan-ping1,XIE Man2(1.Department of Tourism,South China Normal University,Guangzhou 510631,Guangdong,China;2.School of Economics and Management,South China Normal University,Guangzhou 510006,Guangdong,China);The Effect of Innovation Elements Agglomeration on Regional Innovation Output——Based on Chinese Provinces and Cities's ESDA-GWR Analysis[J];经济地理;2012-09
7 Gao Xiang-Yun~(1)2)) An Hai-Zhong~(1)2)) Fang Wei~(2)) 1)(Lab of Resources and Environmental Management,China University of Geosciences,Beijing 100083,China) 2)(School of Humanities and Economic Management,China University of Geosciences,Beijing 100083,China);Research on fluctuation of bivariate correlation of time series based on complex networks theory[J];物理学报;2012-09
8 WANG Lin,SHANG Chao(School of Automation and Information Engineering,Xi'an University of Technology,Xi'an 710048,China);Research on Link Prediction Problem in Scale-free Network[J];计算机工程;2012-03
9 JIANFENG WU (Fudan University) YUMING FU (National University of Singapore);The Co-evolution of Spatial Agglomeration and Firm Size in China's Manufacturing Industries[J];经济学(季刊);2012-02
10 Zi-Ke Zhang 1,2,3,Tao Zhou 2,and Yi-Cheng Zhang 1,2,3,1 Institute of Information Economy,Hangzhou Normal University,Hangzhou 310036,China 2 Web Sciences Center,University of Electronic Science and Technology,Chengdu 610054,China 3 Department of Physics,University of Fribourg,Chemin du Mus'ee 1700 Fribourg,Switzerland;Tag-Aware Recommender Systems:A State-of-the-Art Survey[J];Journal of Computer Science & Technology;2011-05
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