{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,25]],"date-time":"2026-06-25T12:01:24Z","timestamp":1782388884815,"version":"3.54.5"},"reference-count":13,"publisher":"SAGE Publications","issue":"6","license":[{"start":{"date-parts":[[2020,4,25]],"date-time":"2020-04-25T00:00:00Z","timestamp":1587772800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/journals.sagepub.com\/page\/policies\/text-and-data-mining-license"}],"content-domain":{"domain":["journals.sagepub.com"],"crossmark-restriction":true},"short-container-title":["Journal of Intelligent &amp; Fuzzy Systems"],"published-print":{"date-parts":[[2020,6,25]]},"abstract":"<jats:p>The aim of this study is to analyze how technological innovation promotes the development of intelligent industrial system. First, A factor analysis method was used to measure technological innovation capability of intelligent industry in Henan, China from 2006\u20132016, the correlation between the improvement of intelligent industrial technology innovation capacity and the growth of gross output value was tested and verified. SPSS software was used to analyze the influence of R&amp;D personnel\u2019s total time equivalent, R&amp;D expenditure and total internal expenditure on the total output value of intelligent industrial sectors. Results show that there is a highly positive correlation between the improvement of intelligent industrial technology innovation capacity and the growth of gross output value. R&amp;D personnel full-time equivalent and R&amp;D funds, internal expenditure and intelligent industrial output value is positively related, The number of R&amp;D institutions in large and medium-sized industrial enterprises is negatively related to the total output value of modern industries, the growth of patent application authorization cannot significantly affect the development of intelligent industry system.<\/jats:p>","DOI":"10.3233\/jifs-179768","type":"journal-article","created":{"date-parts":[[2020,4,28]],"date-time":"2020-04-28T14:01:45Z","timestamp":1588082505000},"page":"6905-6909","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":5,"title":["The impact of technological innovation on the development of intelligent industry system: Evidence from henan, china"],"prefix":"10.1177","volume":"38","author":[{"given":"Lei","family":"Fang","sequence":"first","affiliation":[{"name":"School of Finance, Henan University of Economics and Law, Zhengzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xiangchun","family":"Guo","sequence":"additional","affiliation":[{"name":"North China University of Water Resources and Electric Power, Zhengzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"179","published-online":{"date-parts":[[2020,4,25]]},"reference":[{"key":"e_1_3_1_2_2","first-page":"36","article-title":"Culture Industry Development and Technology Innovation","volume":"11","author":"Zhang J.","year":"2013","unstructured":"ZhangJ., Culture Industry Development and Technology Innovation, Journal of Social Sciences11 (2013), 36\u201345.","journal-title":"Journal of Social Sciences"},{"key":"e_1_3_1_3_2","first-page":"45","article-title":"Relationship of the intelligent industry system and Technological Innovation","volume":"5","author":"Wang H.","year":"2011","unstructured":"WangH. and LiuJ.H., Relationship of the intelligent industry system and Technological Innovation, Journal of Hebei Polytechnic University (Social Science Edition)5 (2011), 45\u201349.","journal-title":"Journal of Hebei Polytechnic University (Social Science Edition)"},{"key":"e_1_3_1_4_2","first-page":"91","article-title":"Spatial effects of technological innovation intensity on the up grading of industrial structure under economic agglomeration","volume":"3","author":"Tao C.","year":"2017","unstructured":"TaoC. and PengY.Z., Spatial effects of technological innovation intensity on the up grading of industrial structure under economic agglomeration, Industrial Economics Research3 (2017), 91\u2013103.","journal-title":"Industrial Economics Research"},{"key":"e_1_3_1_5_2","first-page":"141","article-title":"Research on Development Efficiency and Influencing Factors in Guanzhong Urban Agglomeration Based on Industrial Structure Evolution","volume":"5","author":"Yuan X.J.","year":"2015","unstructured":"YuanX.J. and YuanL., Research on Development Efficiency and Influencing Factors in Guanzhong Urban Agglomeration Based on Industrial Structure Evolution, Regional Economic Review5 (2015), 141\u2013146.","journal-title":"Regional Economic Review"},{"key":"e_1_3_1_6_2","first-page":"1252","article-title":"Chinese industry structure evolution driven by innovation","volume":"8","author":"Gong Y.","year":"2013","unstructured":"GongY., GuG.X. and LiuC., Chinese industry structure evolution driven by innovation, Studies in Science of Science8 (2013), 1252\u20131259.","journal-title":"Studies in Science of Science"},{"key":"e_1_3_1_7_2","first-page":"122","article-title":"Empirical Analysis of the Influence of Technology Innovation and Industrial Structure Upgrade upon International Trade","volume":"9","author":"Wang H.","year":"2017","unstructured":"WangH. and ZhangX.Y., Empirical Analysis of the Influence of Technology Innovation and Industrial Structure Upgrade upon International Trade, Statistics & Decision9 (2017), 122\u2013126.","journal-title":"Statistics & Decision"},{"key":"e_1_3_1_8_2","first-page":"19","article-title":"The Study on the Transition of Industrial Economy Drive by Science and Technology Innovation in Hebei Province","volume":"3","author":"Li N.","year":"2014","unstructured":"LiN. and WangX., The Study on the Transition of Industrial Economy Drive by Science and Technology Innovation in Hebei Province, Science Technology and Industry3 (2014), 19\u201322.","journal-title":"Science Technology and Industry"},{"key":"e_1_3_1_9_2","first-page":"163","article-title":"An Empirical Study on the Impact of China\u2019s Manufacturing Industry Agglomeration on Technological Innovation Efficiency Based on 2005\u20132014 Provincial Panel Data","volume":"2","author":"Zhou C.H.","year":"2017","unstructured":"ZhouC.H. and XianM.X., An Empirical Study on the Impact of China\u2019s Manufacturing Industry Agglomeration on Technological Innovation Efficiency Based on 2005\u20132014 Provincial Panel Data, Science and Technology Management Research2 (2017), 163\u2013170.","journal-title":"Science and Technology Management Research"},{"key":"e_1_3_1_10_2","first-page":"139","article-title":"Research on selection of leading industry based on enterprise\u2019s technology innovation efficiency disparities of Beijing","volume":"1","author":"Liu Y.","year":"2017","unstructured":"LiuY. and WangH.Y., Research on selection of leading industry based on enterprise\u2019s technology innovation efficiency disparities of Beijing, Studies in Science of Science1 (2017), 139\u2013145.","journal-title":"Studies in Science of Science"},{"key":"e_1_3_1_11_2","first-page":"65","article-title":"The Research on Technology Innovation Efficiency and Influence Factors: Taking Suzhou Equipment Manufacturing as an Example","volume":"6","author":"Xia H.","year":"2016","unstructured":"XiaH., LiQ. and WuS.Q., The Research on Technology Innovation Efficiency and Influence Factors: Taking Suzhou Equipment Manufacturing as an Example, Science & Technology Progress and Policy6 (2016), 65\u201370.","journal-title":"Science & Technology Progress and Policy"},{"key":"e_1_3_1_12_2","first-page":"28","article-title":"A study of technological innovation capability of domain under the coupling of environmental regulation and technology spillovers","volume":"9","author":"Tao C.Q.","year":"2016","unstructured":"TaoC.Q. and ZhouX., A study of technological innovation capability of domain under the coupling of environmental regulation and technology spillovers, Science Research Management9 (2016), 28\u201338.","journal-title":"Science Research Management"},{"key":"e_1_3_1_13_2","first-page":"24","article-title":"Analysis on Evaluation of Regional Technological Innovation Capability and Spatial Difference in Hainan Province: Empirical Analysis Based on Panel Data of 18 Cities and Counties in 2009\u20132014","volume":"11","author":"Jiang Z.W.","year":"2016","unstructured":"JiangZ.W. and WangP., Analysis on Evaluation of Regional Technological Innovation Capability and Spatial Difference in Hainan Province: Empirical Analysis Based on Panel Data of 18 Cities and Counties in 2009\u20132014, Economic Geography11 (2016), 24\u201330.","journal-title":"Economic Geography"},{"key":"e_1_3_1_14_2","doi-asserted-by":"publisher","DOI":"10.25103\/jestr.115.23"}],"container-title":["Journal of Intelligent &amp; Fuzzy Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/journals.sagepub.com\/doi\/pdf\/10.3233\/JIFS-179768","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/journals.sagepub.com\/doi\/full-xml\/10.3233\/JIFS-179768","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/journals.sagepub.com\/doi\/pdf\/10.3233\/JIFS-179768","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,29]],"date-time":"2026-04-29T09:41:31Z","timestamp":1777455691000},"score":1,"resource":{"primary":{"URL":"https:\/\/journals.sagepub.com\/doi\/10.3233\/JIFS-179768"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,4,25]]},"references-count":13,"journal-issue":{"issue":"6","published-print":{"date-parts":[[2020,6,25]]}},"alternative-id":["10.3233\/JIFS-179768"],"URL":"https:\/\/doi.org\/10.3233\/jifs-179768","relation":{},"ISSN":["1064-1246","1875-8967"],"issn-type":[{"value":"1064-1246","type":"print"},{"value":"1875-8967","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020,4,25]]}}}