Abstract:
DIUbot is a research-based project targeted to propose and implement a chatbot for
DIU. At present, it’s key focus is to provide support for DIU admission section. System
take a question as an input and return an answer relevant to that question. For the sake
of the research frequently asked questions were collected from DIU website and were
used as the dataset of the project. Questions and their relevant answers were tokenized
first and then stop words were removed. After that each sentence was converted into
vector using word2vec method. Various similarity algorithms were studied and finally
cosine and TF-IDF were implemented to match the best similar question with the given
input. Index of the answer from selected question was defined and return as an output.
Whole project was done by using Google Colab and no interface has been developed
till now.
