VGU RESEARCH REPOSITORY
Please use this identifier to cite or link to this item:
https://epub.vgu.edu.vn/handle/dlibvgu/1873| DC Field | Value | Language |
|---|---|---|
| dc.contributor.author | Mai Nguyen Vy | en_US |
| dc.date.accessioned | 2024-11-15T06:44:23Z | - |
| dc.date.available | 2024-11-15T06:44:23Z | - |
| dc.date.issued | 2024 | - |
| dc.identifier.uri | https://epub.vgu.edu.vn/handle/dlibvgu/1873 | - |
| dc.description.abstract | Studying dropout in higher education has become of greater importance in recent years. Many research projects have been conducted on examining, predicting, alleviating the situation. This thesis aims to predict causes of dropping out of university through the use of machine learning models. The data used in this paper were obtained in two ways: sending a survey to students of VGU and a dataset from an external source. The data analysis process on survey data revealed an interesting connection between the practicality of lectures and how interesting they are, as far as students were concerned. Running ML models on the external dataset showed that grades and curricular units played an important role in distinguishing a dropout student. Based on those results, further discussion was made, followed by laying out existing shortcomings of the paper, which can be improved in future works. | en_US |
| dc.language.iso | en | en_US |
| dc.rights | Attribution-NonCommercial 4.0 International | * |
| dc.rights.uri | https://creativecommons.org/licenses/by-nc/4.0/ | * |
| dc.subject | Data mining | en_US |
| dc.subject | Dropout student | en_US |
| dc.title | Applying data mining methodology to identify student dropout causes | en_US |
| dc.type | Thesis | en_US |
| item.fulltext | With Fulltext | - |
| item.languageiso639-1 | other | - |
| item.grantfulltext | restricted | - |
| Appears in Collections: | Computer Science (CS) | |
Files in This Item:
| File | Description | Size | Format | Existing users please Login |
|---|---|---|---|---|
| Applying data mining methodology to identify student dropout causes.pdf | 8.16 MB | Adobe PDF |
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