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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.

Pages

About me

Posts

Future Blog Post

less than 1 minute read

Published:

This post will show up by default. To disable scheduling of future posts, edit config.yml and set future: false.

Blog Post number 4

less than 1 minute read

Published:

This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

Blog Post number 3

less than 1 minute read

Published:

This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

Blog Post number 2

less than 1 minute read

Published:

This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

Blog Post number 1

less than 1 minute read

Published:

This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

portfolio

publications

Predicting Student Performance Using Teacher Observation Reports

Published in Educational Data Mining 2021, 2021

In this paper, we present a model that predicts students’ performance using teacher observation reports. We compare the performance of the model using TF-IDF vectors and BERT embeddings. This paper is the first to utilize teacher reports for performance prediction. We presented the paper in June 2021, at the Educational Data Mining Conference online.

Recommended citation: Fateen, M., & Mine, T. (2021). Predicting Student Performance Using Teacher Observation Reports. International Educational Data Mining Society. https://eric.ed.gov/?id=ED615587

An Improved Model to Predict Student Performance using Teacher Observation Reports

Published in International Conference on Computers in Education, 2021

In this paper, we present a model that improves on our previous model that predicts students’ performance using teacher observation reports. In this model, we take a more statistical approach where we summarize each students’ performance throughout the year. We presented the paper in November 2021, at the International Conference on Computers in Education online.

Recommended citation: Fateen, M., Ueno, K., & Mine, T. (2021) An Improved Model to Predict Student Performance using Teacher Observation Reports.

Extraction of Useful Observational Features from Teacher Reports for Student Performance Prediction

Published in International Conference on Artificial Intelligence in Education, 2022

In this study, we analyze the topics, and psychological features in teachers’ daily written reports and apply them to the student performance prediction model. Experimental results show the capability of this approach in contributing to the accuracy of performance prediction models. We presented the paper in July 2022, at the International Conference on Artificial Intelligence in Education online.

Recommended citation: Fateen, M., & Mine, T. (2022) Extraction of Useful Observational Features from Teacher Reports for Student Performance Prediction.

talks

teaching

Teaching experience 1

Undergraduate course, University 1, Department, 2014

This is a description of a teaching experience. You can use markdown like any other post.

Teaching experience 2

Workshop, University 1, Department, 2015

This is a description of a teaching experience. You can use markdown like any other post.