2022
DOI: 10.35746/jtim.v4i2.225
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Implementasi Chatbot Sebagai Virtual Assistant di Universitas Panca Marga Probolinggo menggunakan Metode TF-IDF

Abstract: This research is to implement a chatbot as a virtual assistant that can be used as an academic information service for the general public as well as for the academic community of the Panca Marga University Probolinggo campus. The stages of developing this chatbot using the waterfall method include analysis, design, code, testing and maintenance. The method used for learning chatbots uses Tf-Idf and VSM for word weighting in documents and queries and Cosine similarity to calculate similarity (similarity) betwee… Show more

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Cited by 2 publications
(2 citation statements)
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“…This data must be obtained from the university developing the chatbot because each university has a different division or culture name. Getting a general chatbot that can classify correctly is possible, so record datasets need to be multiplied to train the chatbot machine (Hikmah et al, 2022;Zulkarnain et al, 2020). The more datasets used, the better the accuracy of the data obtained.…”
Section: Discussionmentioning
confidence: 99%
See 1 more Smart Citation
“…This data must be obtained from the university developing the chatbot because each university has a different division or culture name. Getting a general chatbot that can classify correctly is possible, so record datasets need to be multiplied to train the chatbot machine (Hikmah et al, 2022;Zulkarnain et al, 2020). The more datasets used, the better the accuracy of the data obtained.…”
Section: Discussionmentioning
confidence: 99%
“…One of the academic service platforms that educational institutions widely use is chatbots. Chatbot is a computer program designed to create an interactive communication process between the user and the system via text, sound, and visuals (Hikmah et al, 2022;Zulkarnain et al, 2020). Chatbots can act as automatic conversation agents who can interact and communicate using human language, making it easier for individuals to obtain information anywhere and anytime (Cannavaro, 2023;Sarosa et al, 2020).…”
Section: Introductionmentioning
confidence: 99%