{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T04:10:14Z","timestamp":1750219814863,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":11,"publisher":"ACM","license":[{"start":{"date-parts":[[2023,5,26]],"date-time":"2023-05-26T00:00:00Z","timestamp":1685059200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2023,5,26]]},"DOI":"10.1145\/3603781.3603922","type":"proceedings-article","created":{"date-parts":[[2023,7,27]],"date-time":"2023-07-27T18:02:29Z","timestamp":1690480949000},"page":"793-797","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Research on Predictive Model Technology for Student Academic Development Based on Machine Learning"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0008-9564-316X","authenticated-orcid":false,"given":"Yajuan","family":"Zhang","sequence":"first","affiliation":[{"name":"Hainan Vocational University of Science and Technology, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0000-5692-9458","authenticated-orcid":false,"given":"Nan","family":"Hu","sequence":"additional","affiliation":[{"name":"Hainan Vocational University of Science and Technology, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0006-5273-9335","authenticated-orcid":false,"given":"Ru","family":"Jing","sequence":"additional","affiliation":[{"name":"Hainan Vocational University of Science and Technology, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0001-0706-6999","authenticated-orcid":false,"given":"Letao","family":"Ren","sequence":"additional","affiliation":[{"name":"Hainan Vocational University of Science and Technology, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2023,7,27]]},"reference":[{"key":"e_1_3_2_1_1_1","unstructured":"Tao Yang Zhu Xiaojun Yang Liu. Multi sensor data fusion based on Pearson correlation coefficient and information entropy [J\/OL]. Minicomputer system: 1-7 [2022-03-22]  Tao Yang Zhu Xiaojun Yang Liu. Multi sensor data fusion based on Pearson correlation coefficient and information entropy [J\/OL]. Minicomputer system: 1-7 [2022-03-22]"},{"issue":"04","key":"e_1_3_2_1_2_1","first-page":"239","article-title":"Research and Implementation of Liver B-ultrasound Clinical Medical Image Recognition Based on PCA Multi feature Fusion J","volume":"31","author":"Weiguo Zhang","year":"2014","unstructured":"Zhang Weiguo and Wang Guihua : Research and Implementation of Liver B-ultrasound Clinical Medical Image Recognition Based on PCA Multi feature Fusion J . Computer Applications and Software , 2014 , 31 ( 04 ): 239 - 243 Zhang Weiguo and Wang Guihua: Research and Implementation of Liver B-ultrasound Clinical Medical Image Recognition Based on PCA Multi feature Fusion J. Computer Applications and Software, 2014,31 (04): 239-243","journal-title":"Computer Applications and Software"},{"key":"e_1_3_2_1_3_1","unstructured":"Yu Minghua Zhang Zhi Liu Xiaolong Zhu Zhiting. Research on XAPI based multi-source data fusion for research-based learning [J\/OL]. Modern Distance Education: 1-11 [2022-03-22]  Yu Minghua Zhang Zhi Liu Xiaolong Zhu Zhiting. Research on XAPI based multi-source data fusion for research-based learning [J\/OL]. Modern Distance Education: 1-11 [2022-03-22]"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1016\/S1566-2535(00)00016-6"},{"key":"e_1_3_2_1_5_1","volume-title":"ACM","author":"Cao B","year":"2017","unstructured":"Cao B , Lei Z , Zhang C , DeepMood : Modeling Mobile Phone Typing Dynamicsfor Mood Detection[J] . ACM , 2017 . Cao B , Lei Z , Zhang C , DeepMood: Modeling Mobile Phone Typing Dynamicsfor Mood Detection[J]. ACM, 2017."},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"crossref","unstructured":"GUAN CHU. Discovery of college students in financial hardship.16th IEEE InternationalConference on Data Mining (ICDM 2016)  GUAN CHU. Discovery of college students in financial hardship.16th IEEE InternationalConference on Data Mining (ICDM 2016)","DOI":"10.1109\/ICDM.2015.49"},{"key":"e_1_3_2_1_7_1","volume-title":"Research on Student Behavior Analysis Based on Campus Card Data [D] [Master's Degree Theory]","author":"Jingjing Xu","year":"2018","unstructured":"Xu Jingjing . Research on Student Behavior Analysis Based on Campus Card Data [D] [Master's Degree Theory] . Xinxiang : Henan Normal University , 2018 Xu Jingjing. Research on Student Behavior Analysis Based on Campus Card Data [D] [Master's Degree Theory]. Xinxiang: Henan Normal University, 2018"},{"issue":"11","key":"e_1_3_2_1_8_1","first-page":"214","article-title":"Management in the Era of White Big Data [J]","volume":"2016","author":"Chaotan Xi","unstructured":"Xi Chaotan , Shu Juan , Exploration of Big Data Construction Ideas for College Student Management in the Era of White Big Data [J] . Economics , 2016 ( 11 ) 214 - 125 Xi Chaotan, Shu Juan, Exploration of Big Data Construction Ideas for College Student Management in the Era of White Big Data [J]. Economics, 2016 (11) 214-125","journal-title":"Economics"},{"key":"e_1_3_2_1_9_1","volume-title":"Research on Data Mining Technology and Its Application in Higher Education Teaching Systems D] Master's thesis","author":"Zhengang Ju","year":"2010","unstructured":"Ju Zhengang . Research on Data Mining Technology and Its Application in Higher Education Teaching Systems D] Master's thesis . Changchun : Changchun University of Science and Technology , 2010 Ju Zhengang. Research on Data Mining Technology and Its Application in Higher Education Teaching Systems D] Master's thesis. Changchun: Changchun University of Science and Technology, 2010"},{"key":"e_1_3_2_1_10_1","volume-title":"Qingdao: Ocean University of China","author":"Ning Yu","year":"2010","unstructured":"Yu Ning . Application of Cluster Analysis Method in Student Information Management System [D]. Master's Thesis ] Qingdao: Ocean University of China , 2010 Yu Ning. Application of Cluster Analysis Method in Student Information Management System [D]. Master's Thesis] Qingdao: Ocean University of China, 2010"},{"key":"e_1_3_2_1_11_1","volume-title":"Research on the Application of Student Behavior Mining Method Based on Campus Big Data [D] Master's Thesis. Xi'an University of Electronic Science and Technology","author":"Meng Li","year":"2019","unstructured":"Li Meng . Research on the Application of Student Behavior Mining Method Based on Campus Big Data [D] Master's Thesis. Xi'an University of Electronic Science and Technology , 2019 Li Meng. Research on the Application of Student Behavior Mining Method Based on Campus Big Data [D] Master's Thesis. Xi'an University of Electronic Science and Technology, 2019"}],"event":{"name":"CNIOT'23: 2023 4th International Conference on Computing, Networks and Internet of Things","acronym":"CNIOT'23","location":"Xiamen China"},"container-title":["Proceedings of the 2023 4th International Conference on Computing, Networks and Internet of Things"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3603781.3603922","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3603781.3603922","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T16:46:06Z","timestamp":1750178766000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3603781.3603922"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,5,26]]},"references-count":11,"alternative-id":["10.1145\/3603781.3603922","10.1145\/3603781"],"URL":"https:\/\/doi.org\/10.1145\/3603781.3603922","relation":{},"subject":[],"published":{"date-parts":[[2023,5,26]]},"assertion":[{"value":"2023-07-27","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}