{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,25]],"date-time":"2026-06-25T08:32:23Z","timestamp":1782376343611,"version":"3.54.5"},"reference-count":18,"publisher":"Wiley","license":[{"start":{"date-parts":[[2020,9,30]],"date-time":"2020-09-30T00:00:00Z","timestamp":1601424000000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/2.zoppoz.workers.dev:443\/https\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Scientific Programming"],"published-print":{"date-parts":[[2020,9,30]]},"abstract":"<jats:p>This article mainly evaluates the regional innovation service capacity through the TOPSIS method. Firstly, a regional collaborative innovation network is constructed and the Yangtze River Delta region is selected for analysis. Secondly, an evaluation index is constructed for innovation service capability, fuzzy principal component analysis is used to refine quantitative and qualitative index data of innovation service capability, and the index weight is calculated. Then the region of the Yangtze River Delta is selected and TOPSIS method is used to assist in the effective decision-making process of the evaluation of innovative service capabilities. Due to the large amount of data in this article, MATLAB programming is used. Finally, through the comparative analysis of the results, countermeasures and suggestions are put forward from the perspective of the improvement of collaborative innovation service capabilities.<\/jats:p>","DOI":"10.1155\/2020\/8834901","type":"journal-article","created":{"date-parts":[[2020,10,1]],"date-time":"2020-10-01T04:20:07Z","timestamp":1601526007000},"page":"1-9","source":"Crossref","is-referenced-by-count":3,"title":["Fuzzy Principal Component Analysis Model on Evaluating Innovation Service Capability"],"prefix":"10.1155","volume":"2020","author":[{"given":"Hui","family":"Wu","sequence":"first","affiliation":[{"name":"School of Financial Technology, Shanghai Lixin University of Accounting and Finance, 995 Shangchuan Road, Pudong New Area, Shanghai 201209, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/2.zoppoz.workers.dev:443\/https\/orcid.org\/0000-0002-2060-7243","authenticated-orcid":true,"given":"Xiao-min","family":"Gu","sequence":"additional","affiliation":[{"name":"School of Financial Technology, Shanghai Lixin University of Accounting and Finance, 995 Shangchuan Road, Pudong New Area, Shanghai 201209, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"311","reference":[{"key":"1","doi-asserted-by":"publisher","DOI":"10.1287\/inte.23.6.13"},{"key":"2","doi-asserted-by":"publisher","DOI":"10.1111\/1467-8691.00079"},{"key":"3","doi-asserted-by":"publisher","DOI":"10.1016\/s0160-791x(97)00029-8"},{"key":"4","doi-asserted-by":"publisher","DOI":"10.1162\/003465398557393"},{"issue":"1","key":"5","first-page":"45","article-title":"High technology development: Applying a social network paradigm","volume":"4","author":"B. 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