Browsing by Author "Letsholo, Keletso"

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A conceptual framework for mining and analysis of social media data

Joseph, Sethunya Rosie; (Botswana International University of Science and Technology, 2018)

Data has turned to be an essential aspect of every individual, group, industry, financial system, business enterprise, commercial enterprise and society. In this era, where social networks yields inconceivable volumes of ...
A context-aware lemmatization model for setswana language using machine learning

Bafitlhile, Kgosiyame Ditiro (Botswana International University of Science and Technology (BIUST), 2022-08-25)

Lemmatization is an important task which is concerned with making computers understand the relationship that exists amongst words written in natural language. It is a prior condition needed for the development of natural ...
Setswana grammar checker for declarative sentences using LSTM-Recurrent Neural Network

Amon, Kesegofetse (Botswana International University of Science and Technology (BIUST), 2021-11-11)

This research is aimed at developing a Setswana grammar checker for Setswana declarative sentences using Long Short-Term Memory Recurrent neural networks (LSTM-RNNs). The research was motivated by the fact that Setswana ...

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