{"title":"基于行为大数据计算的预测系统分析与研究","authors":"Haolong Xu, Yanling Zhou","doi":"10.1109/ECEI57668.2023.10105375","DOIUrl":null,"url":null,"abstract":"The data processing technology makes big data have a more important utilization value. College one-card data is an important part of campus big data. By analyzing college students' one-card data, unknown information can be mined. We analyze the data of college students' all-in-one card, including consumption information, book borrowing information, access control information, and other information which reflect students' activity behavior and predict students' learning situation for early warnings for students' graduation possibility. In addition, this information can also effectively help college administrators grasp the recent state of students on time, and then make corresponding psychological analyses and counseling for guiding contemporary college students to form a correct outlook on life and values.","PeriodicalId":176611,"journal":{"name":"2023 IEEE 6th Eurasian Conference on Educational Innovation (ECEI)","volume":"258 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Analysis and Research of Prediction System Based on Behavioral Big Data Computation\",\"authors\":\"Haolong Xu, Yanling Zhou\",\"doi\":\"10.1109/ECEI57668.2023.10105375\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The data processing technology makes big data have a more important utilization value. College one-card data is an important part of campus big data. By analyzing college students' one-card data, unknown information can be mined. We analyze the data of college students' all-in-one card, including consumption information, book borrowing information, access control information, and other information which reflect students' activity behavior and predict students' learning situation for early warnings for students' graduation possibility. In addition, this information can also effectively help college administrators grasp the recent state of students on time, and then make corresponding psychological analyses and counseling for guiding contemporary college students to form a correct outlook on life and values.\",\"PeriodicalId\":176611,\"journal\":{\"name\":\"2023 IEEE 6th Eurasian Conference on Educational Innovation (ECEI)\",\"volume\":\"258 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-02-03\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2023 IEEE 6th Eurasian Conference on Educational Innovation (ECEI)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ECEI57668.2023.10105375\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2023 IEEE 6th Eurasian Conference on Educational Innovation (ECEI)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ECEI57668.2023.10105375","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Analysis and Research of Prediction System Based on Behavioral Big Data Computation
The data processing technology makes big data have a more important utilization value. College one-card data is an important part of campus big data. By analyzing college students' one-card data, unknown information can be mined. We analyze the data of college students' all-in-one card, including consumption information, book borrowing information, access control information, and other information which reflect students' activity behavior and predict students' learning situation for early warnings for students' graduation possibility. In addition, this information can also effectively help college administrators grasp the recent state of students on time, and then make corresponding psychological analyses and counseling for guiding contemporary college students to form a correct outlook on life and values.