Dataset SLMHM_Education_SmplRel_01

File: SLMHM_Education_SmplRel_01.csv
Content: Education Related Messages Ranked according to SLMHM Model.

Simple Learning Mootivations Hierarchy Model (SLMHM) was created to be used in modeling and analyzing education processes. The main part of the dataset was built on the base of text phrases from the Internet messages collected by requests "Problems of education" and "News of education". The phrases are assessed to the SLMHM levels. Determination of the SLMHM levels allows us to evaluate the education processes and plan steps for their improvement.

It is the first attempt to automate SLMHM in education. The aim of the dataset is to demonstrate the ability to evaluate the education processes by means of trained AI models. It does not aim to be used in actual applications. It can also be used as an exercise in learning.

The data were prepared according to the following study: "Education Development Strategy on Base of the Analysis of Messages in the Russian-Speaking Segment of the Internet using SLMHM Model" (https://doi.org/10.35542/osf.io/cnh6q)

Proposed actions:

• Analyse by means of the basic statistics;
• Analyse bias;
• Build and trains AI models.