{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2023,12,15]],"date-time":"2023-12-15T00:46:45Z","timestamp":1702601205270},"reference-count":0,"publisher":"IOS Press","isbn-type":[{"value":"9781643684703","type":"print"},{"value":"9781643684710","type":"electronic"}],"license":[{"start":{"date-parts":[[2023,12,12]],"date-time":"2023-12-12T00:00:00Z","timestamp":1702339200000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2023,12,12]]},"abstract":"<jats:p>The identification of postgraduates to their supervisor will affect their experience of instruction and the relationship of instruction. Analyzing the guidance experience (GE) by postgraduates and its influence on supervisor identification (SI) is helpful to establish a better supervisor-postgraduate relationship (SPR). Based on the definition of informal organization and the theory of organizational identification, this study uses the structural equation model method in data mining to explore the influence of GE on the recognition of postgraduates\u2019 supervisors from three dimensions: academic and research guidance (ARG), moral cultivation (MC), employment assistance and management (EAM). The results of 399 valid questionnaires of postgraduates show that: the MC of supervisor has a significant impact on the SI, the GE significantly positively correlated with SPR, and influences on SI via partial mediation of SPR. The students who highly agree with their supervisor have the highest evaluation on their supervisor\u2019s research guidance. The factors resulting in the maximum difference in the SI are concentrated on the personality and attitude, followed by the task, the academic plan, and research direction assigned by the supervisor. Supervisors should pay more attention to moral education, improve SPR and manage postgraduates appropriately rather than solely focusing on academic research. These research results provide a theoretical basis for the optimization of GE and provide ideas for the build positive SPR.<\/jats:p>","DOI":"10.3233\/faia231036","type":"book-chapter","created":{"date-parts":[[2023,12,14]],"date-time":"2023-12-14T15:07:32Z","timestamp":1702566452000},"source":"Crossref","is-referenced-by-count":0,"title":["An Empirical Study on Impact of Guidance Experience on Supervisor Identification Based on Structural Equation Modeling"],"prefix":"10.3233","author":[{"given":"Wen","family":"Luo","sequence":"first","affiliation":[{"name":"Suzhou Centennial College, Suzhou, China"},{"name":"Key Laboratory of Data Science in Finance and Economics, Jiangxi University of Finance and Economics, Nanchang, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yuan-Sheng","family":"Zhong","sequence":"additional","affiliation":[{"name":"Key Laboratory of Data Science in Finance and Economics, Jiangxi University of Finance and Economics, Nanchang, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jun","family":"Xu","sequence":"additional","affiliation":[{"name":"Key Laboratory of Data Science in Finance and Economics, Jiangxi University of Finance and Economics, Nanchang, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"7437","container-title":["Frontiers in Artificial Intelligence and Applications","Fuzzy Systems and Data Mining IX"],"original-title":[],"link":[{"URL":"https:\/\/ebooks.iospress.nl\/pdf\/doi\/10.3233\/FAIA231036","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,12,14]],"date-time":"2023-12-14T15:07:33Z","timestamp":1702566453000},"score":1,"resource":{"primary":{"URL":"https:\/\/ebooks.iospress.nl\/doi\/10.3233\/FAIA231036"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,12,12]]},"ISBN":["9781643684703","9781643684710"],"references-count":0,"URL":"https:\/\/doi.org\/10.3233\/faia231036","relation":{},"ISSN":["0922-6389","1879-8314"],"issn-type":[{"value":"0922-6389","type":"print"},{"value":"1879-8314","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,12,12]]}}}