Learning Support Methods based on Predictive Control Using Machine Learning for Educational Big Data

被引：0

作者：

Abe, Keisuke ^{[1
]}

Cheng, Kai ^{[1
]}

机构：

[1] Kyushu Sangyo Univ, Dept Informat Sci, Fukuoka, Japan

来源：

2020 59TH ANNUAL CONFERENCE OF THE SOCIETY OF INSTRUMENT AND CONTROL ENGINEERS OF JAPAN (SICE) | 2020年

关键词：

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

In this paper learning support methods utilizing information technology in the university are examined. We propose predictive control models in learning support using educational big data and examine the effectiveness of machine learning methods. Some examples of practical applications will be shown.

引用

页码：1494 / 1499

页数：6

共 50 条

[1] Predictive Drug Quality Control Using Machine Learning and Big Data
Nitheezkant, R.
Desai, Brij Bidhin
Rao, Madhav
Rajapur, Yukta
[J]. 2024 IEEE INTERNATIONAL CONFERENCE ON BIG DATA AND SMART COMPUTING, IEEE BIGCOMP 2024, 2024, : 381 - 382
[2] Big Data, Predictive Analytics and Machine Learning
Ongsulee, Pariwat
Chotchaung, Veena
Bamrungsi, Eak
Rodcheewit, Thanaporn
[J]. 2018 16TH INTERNATIONAL CONFERENCE ON ICT AND KNOWLEDGE ENGINEERING (ICT&KE), 2018, : 37 - 42
[3] Using Big Data and Predictive Machine Learning in Aerospace Test Environments
Armes, Tom
Refern, Mark
[J]. 2013 IEEE AUTOTESTCON, 2013,
[4] Big data Predictive Analytics for Apache Spark using Machine Learning
Junaid, Muhammad
Wagan, Shiraz Ali
Qureshi, Nawab Muhammad Faseeh
Nam, Choon Sung
Shin, Dong Ryeol
[J]. 2020 GLOBAL CONFERENCE ON WIRELESS AND OPTICAL TECHNOLOGIES (GCWOT), 2020,
[5] A Survey of Machine Learning Methods for Big Data
Ruiz, Zoila
Salvador, Jaime
Garcia-Rodriguez, Jose
[J]. BIOMEDICAL APPLICATIONS BASED ON NATURAL AND ARTIFICIAL COMPUTING, PT II, 2017, 10338 : 259 - 267
[6] Machine learning and financial big data control using IoT
Xiao, Jian
[J]. Intelligent Decision Technologies, 2024, 18 (04) : 2657 - 2670
[7] A Hybrid Support Vector Machine Algorithm for Big Data Heterogeneity Using Machine Learning
Ul Ahsaan, Shafqat
Kaur, Harleen
Mourya, Ashish Kumar
Naaz, Sameena
[J]. SYMMETRY-BASEL, 2022, 14 (11):
[8] Big Data Analytics for Predictive System Maintenance Using Machine Learning Models
Ngwa, Pius
Ngaruye, Innocent
[J]. ADVANCES IN DATA SCIENCE AND ADAPTIVE ANALYSIS, 2023, 15 (01N02)
[9] Correlation Analysis of Big Data to Support Machine Learning
Pandey, Rajiv
Dhoundiyal, Manoj
Kumar, Amrendra
[J]. 2015 FIFTH INTERNATIONAL CONFERENCE ON COMMUNICATION SYSTEMS AND NETWORK TECHNOLOGIES (CSNT2015), 2015, : 996 - 999
[10] Collaborative learning with taboos for machine learning methods in big data problems
Polap, Dawid
Wozniak, Marcin
[J]. 2020 IEEE SYMPOSIUM SERIES ON COMPUTATIONAL INTELLIGENCE (SSCI), 2020, : 435 - 441

← 1 2 3 4 5 →