CHATBOT INTENDED TO HELP STUDENTS WHEN ENROLLING IN FACULTY
DOI:
https://doi.org/10.24867/22BE21DrcelicKeywords:
Chatbot, virtual assistant, machine learning, neural network, data set, enrolling in a facultyAbstract
In this paper, the chatbot was evaluated for helping students when enrolling in faculty. The evaluation was performed using a neural network, an algorithm of machine learning. The data set was created for a by the author. The query was preprocessed for better prediction, and the results were processed and supplemented with information from the database. Accuracy, reliability and F1 measurements were measured.
References
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[2] Adamopoulou E. Moussiades L. , “An Overview of Chatbot Technology“, 2020.
[3] Nimavat К., Champaneria Т., “Chatbots: An overview. Types, Architecture, Tools and Future Possibilities“, 2017.
[4] J. Weizenbaum, “ELIZA--A Computer Program For the Study of Natural Language Communication Between Man and Machine,” Commun. ACM, vol. 9, no. 1, pp. 36–45, 1966.
[5] B. A. Shawar and E. Atwell, “A comparison between Alice and Elizabeth Chatbot Systems,” Univ. Leeds, 2002.
[6] Amazon Developer, “Alexa.”, https://developer.amazon.com/alexa (pristupljeno u septembru 2022.)
[7] “The History of Chatbots – From ELIZA to ALEXA“, https://onlim.com/en/the-history-of-chatbots/?fbclid=IwAR0Stk0fQ4754cPNepl6Z5Q_vPAuwo93Bm1zYhRnFq1QGR-GuSE9-I9bPrM (pristupljeno u septembru 2022.)
[8] RASA: Open source conversational AI, https://rasa.com/ (pritupljeno u septembru 2022.)
[9] NeuralNine,” Inteligent AI Chatbot in Python” https://www.youtube.com/watch?v=1lwddP0KUEg&t=1247s (pritupljeno u septembru 2022.)
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Published
2023-03-06
Issue
Section
Electrotechnical and Computer Engineering
