During experiments, we found that the C4.5 decision works well for student performance dataset and for predicting the performance. Using both the components, a course study material recommendation model is proposed. Thus an application is implemented to demonstrate the student's categorization according...
It is an intelligent course recommendation system. Hence we had to scrap data from few educational websites. This is data scrapped from Coursera website. Data This dataset contains mainly 6 columns and 890 course data. The detailed description: course_title : Contains the course title. course_...
Welcome to the guidelines for the Technical and Vocational Education and Training (TVET) Course Recommendation System. To utilize this source code, please follow the steps outlined below. TVET-CRS Python Code: TVET-CRS.ipynb Dataset: Tvet_data.xlsx Step 1: Import Python Libraries: Imports necess...
Input (170.65 kB) folder Data Sources arrow_drop_down Course Relevance Dataset calendar_view_week Course Relevance Dataset.csv
View Active Events D@Kg· Updated2 years ago Course Enrollments Dataset Dataset for Course Recommendation System Data CardCode (2)Discussion (0)Suggestions (0) Oh no! Loading items failed. We are experiencing some issues. Please try again, if the issue is persistent pleasecontact us. ...
DataSplitter objects take as input a DataReader and split the corresponding dataset in the chosen way. At each step the data is automatically saved in a folder, though it is possible to prevent this by settingsave_folder_path = Falsewhen callingload_data. If a DataReader or DataSplitter is...
students of a private university in Pakistan. The dataset includes students’ transcript data of 124 courses from nine distinct course categories. In the end, we have discussed our findings in detail, challenges, and, future work directions....
This is the official repository for the 2018 Recommender Systems course at Polimi. 0 stars 71 forks Star Watch Code Pull requests Actions Projects Security Insights master 1 branch 0 tags Go to file Code Clone HTTPS GitHub CLI Use Git or checkout with SVN using the web URL. ...
Due to the low number of participants, we could not split the dataset and use part of it for training and the rest for cross-validation. However, given that the results of this study corroborate prior research on student clusters in the flipped classroom (Jovanović et al., 2017; Pardo ...
5.1. Dataset We conduct the experiment using the real-world datasets MOOCCourse (http://moocdata.cn/data/course-recommendation (accessed on 8 May 2023)) and MOOCCube. Both of these datasets are from the domestic MOOC platform “XuetangX” (http://www.xuetangx.com (accessed on 5 February 202...