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September 24, 2025Open Access

Searching the Title of Practical Work of the Informatics Engineering Bachelor Program with the Case Base Reasoning Method

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The system outputs practical work titles along with match values, facilitating easier title retrieval.
Testing with 705 titles shows consistent results with similar titles retrieved during two stages of title searching.
Cosine similarity and tf-idf were effectively utilized for calculating similarity values in the title search.
The approach indicates potential for enhancing title search in informatics engineering and beyond.

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Case base reasoning improves title search accuracy in practical work, suggesting effective application of tf-idf and cosine similarity.

Jaya et al. (2025) studied this question.

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