PREDICTION DEVICE, PREDICTION METHOD, AND RECORDING MEDIUM

Title:

PREDICTION DEVICE, PREDICTION METHOD, AND RECORDING MEDIUM

Document Type and Number:

WIPO Patent Application WO/2021/214936

Kind Code:

A1

Abstract:

In this prediction device, an acquisition means acquires student data on a student. A pre-processing means generates training data on the basis of the student data. A learning means generates, on the basis of the training data, at least one model for predicting the promotion status of the student by means of machine learning. A prediction means uses the generated model to predict the promotion status of a target student, from the student data on the target student.

Inventors:

HARA TAKESHI (JP)

Application Number:

PCT/JP2020/017466

Publication Date:

October 28, 2021

Filing Date:

April 23, 2020

Export Citation:

Click for automatic bibliography generation Help

Assignee:

NEC CORP (JP)

International Classes:

G09B19/00

Domestic Patent References:

WO2016151639A1

2016-09-29

Foreign References:

JP2019164738A

2019-09-26

Other References:

"Predicting college dropouts with about 80% accuracy, Input 10 years of data to machine learning engine", NIKKEI BIG DATA, vol. 10, no. 35, 10 January 2017 (2017-01-10), pages 32
ABE, KEISUKE: "Prevention method of grade retention and dropout by early prediction of poor academic performance", LECTURE PROCEEDINGS OF THE 2019 IEICE GENERAL CONFERENCE : INFORMATION AND SYSTEM 2, 5 March 2019 (2019-03-05), pages 132
OTOMO, AIKO: "On-Campus Data Utilization : Working on IR (Institutional Research) in Universities", IR(LNSTITUTIONAL RESEARCH) FUJITSU, vol. 65, no. 3, 1 May 2014 (2014-05-01), pages 41 - 47

Attorney, Agent or Firm:

NAKAMURA, Toshinobu et al. (JP)

Download PDF:

View/Download PDF PDF Help

Previous Patent: LEARNING DEVICE, SEARCH DEVICE, LEARNING METHOD, SEARCH METHOD, AND PROGRAM

Next Patent: ASSEMBLED TABLE PROVIDED WITH LEG STORAGE PART