dc.contributor.author | Nakalembe, Agnes | |
dc.date.accessioned | 2023-05-31T14:09:35Z | |
dc.date.available | 2023-05-31T14:09:35Z | |
dc.date.issued | 2020-05-21 | |
dc.identifier.citation | Nakalembe, Agnes. (2020). Development of a Natural Language Processing Based System for Handling Academic Results Related Issues. (Unpublished undergraduate dissertation) Makerere University; Kampala, Uganda. | en_US |
dc.identifier.uri | http://hdl.handle.net/20.500.12281/16022 | |
dc.description | A research report submitted to the College of Engineering Design and Art in partial fulfillment of the requirement for the award of the degree Bachelor of Science Electrical Engineering of Makerere University. | en_US |
dc.description.abstract | The project involved building a virtual assistant that answers questions about Academic Re-
sults, an Application that captures complaints/requests made by students and a text classifi-
cation model that classifies these requests. To achieve our objectives, firstly data was collected
which included documents that contain information on Academic results, then a text classi-
fication model was trained using Logistic Regression and a virtual assistant was built using
IBM Watson Assistant, both utilizing the collected data. Then a web application to capture
students’ complaints/requests that they need to forward to the Examination results coordina-
tors was built using vuejs and Express. Then lastly the Chatbot was integrated into the web
application. The full web application’ performance is quite good at the test time. | en_US |
dc.language.iso | en | en_US |
dc.publisher | Makerere University | en_US |
dc.subject | Machine Learning, | en_US |
dc.subject | Natural Language Processing | en_US |
dc.subject | Chatbot, | en_US |
dc.subject | Web application | en_US |
dc.title | Development of a Natural Language Processing Based System for Handling Academic Results Related Issues. | en_US |
dc.type | Thesis | en_US |