{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,8]],"date-time":"2026-05-08T19:57:20Z","timestamp":1778270240632,"version":"3.51.4"},"reference-count":13,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,11]]},"DOI":"10.1109\/icsai.2018.8599357","type":"proceedings-article","created":{"date-parts":[[2019,1,3]],"date-time":"2019-01-03T23:07:30Z","timestamp":1546556850000},"page":"549-553","source":"Crossref","is-referenced-by-count":21,"title":["Design and Implementation of Early Warning System Based on Educational Big Data"],"prefix":"10.1109","author":[{"given":"Zhuping","family":"Wang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chenjing","family":"Zhu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zelin","family":"Ying","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ying","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ben","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xinyu","family":"Jin","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Huansong","family":"Yang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","first-page":"265","article-title":"Promotion of Academic Early Warning System in Applied Undergraduate Universities from the Perspective of Internet","volume":"11","author":"zhao","year":"2015","journal-title":"Henan science and technology"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.12783\/dtcse\/CCNT2018\/24713"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.12783\/dtcse\/cmsam2018\/26560"},{"key":"ref13","first-page":"23","article-title":"Garbage Classification and Environmental Monitoring based on Internet of Things","author":"wang","year":"2018","journal-title":"Int Conf on Information Technology and Mechatronics Engineering Conference"},{"key":"ref4","first-page":"73","article-title":"Practical Exploration of Academic Early Warning Mechanism in Higher Vocational Colleges","volume":"4","author":"fan","year":"2011","journal-title":"Journal of Changzhou Institute of Information Technology"},{"key":"ref3","first-page":"801","article-title":"Early Warning Mechanism for Learning in Colleges and Universities","author":"zhang","year":"2010","journal-title":"Science and Technology Information"},{"key":"ref6","author":"balfanz","year":"2011","journal-title":"Early Warning Systems-Foundational Research and Lessons from the Field"},{"key":"ref5","first-page":"172","article-title":"Analysis of the Causes of College Students with Learning Difficulties and Construction of Early Warning Mechanism","volume":"8","author":"baoqing","year":"2011","journal-title":"People's Forum"},{"key":"ref8","first-page":"35","article-title":"Improvement and Implementation of Naive Bayesian Classification Algorithm in Large Data Environment","volume":"39","author":"zhang","year":"2015","journal-title":"Journal of Beijing Jiaotong University"},{"key":"ref7","first-page":"362","article-title":"Multivariate Comprehensive Evaluation Method of Principal Component Analysis Model","volume":"39","author":"zhang","year":"2013","journal-title":"Journal of Southwest University for Nationalities"},{"key":"ref2","first-page":"35","article-title":"Construction of College Students’ Academic Early Warning Mechanism for Promoting Professional Development","volume":"9","author":"yang","year":"2012","journal-title":"Education Technology of Software Guide"},{"key":"ref1","first-page":"14","article-title":"Exploration of College Students’ Academic Early Warning Mechanism","volume":"8","author":"xiao","year":"2011","journal-title":"Contemporary Education Forum of Management Research"},{"key":"ref9","author":"yang","year":"2012","journal-title":"Report on China’s Education Development 2012"}],"event":{"name":"2018 5th International Conference on Systems and Informatics (ICSAI)","location":"Nanjing","start":{"date-parts":[[2018,11,10]]},"end":{"date-parts":[[2018,11,12]]}},"container-title":["2018 5th International Conference on Systems and Informatics (ICSAI)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8581430\/8599286\/08599357.pdf?arnumber=8599357","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,26]],"date-time":"2022-01-26T00:00:58Z","timestamp":1643155258000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8599357\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,11]]},"references-count":13,"URL":"https:\/\/doi.org\/10.1109\/icsai.2018.8599357","relation":{},"subject":[],"published":{"date-parts":[[2018,11]]}}}