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Comparative evaluation of BM25–FAISS and small-LLM–GPT in retrieval-augmented generation concept map assessments.

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Bibliographic Details
Title: Comparative evaluation of BM25–FAISS and small-LLM–GPT in retrieval-augmented generation concept map assessments.
Authors: Maskur1,2, Prasetya, Didik Dwi1, didikdwi@um.ac.id, Widiyaningtyas, Triyanna1, Zain, Azlan Mohd3
Source: Kinetik: Game Technology, Information System, Computer Network, Computing, Electronics & Control; Feb2026, Vol. 11 Issue 1, p173-182, 10p
Database: Applied Science & Technology Source
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Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 192324154
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
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  Data: Comparative evaluation of BM25–FAISS and small-LLM–GPT in retrieval-augmented generation concept map assessments.
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  Data: <searchLink fieldCode="JN" term="%22Kinetik%3A+Game+Technology%2C+Information+System%2C+Computer+Network%2C+Computing%2C+Electronics+%26+Control%22">Kinetik: Game Technology, Information System, Computer Network, Computing, Electronics & Control</searchLink>; Feb2026, Vol. 11 Issue 1, p173-182, 10p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=192324154
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.22219/kinetik.v11i1.2594
    Languages:
      – Code: eng
        Text: English
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        PageCount: 10
        StartPage: 173
    Titles:
      – TitleFull: Comparative evaluation of BM25–FAISS and small-LLM–GPT in retrieval-augmented generation concept map assessments.
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            NameFull: Maskur
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            NameFull: Prasetya, Didik Dwi
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            NameFull: Widiyaningtyas, Triyanna
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            NameFull: Zain, Azlan Mohd
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            – D: 01
              M: 02
              Text: Feb2026
              Type: published
              Y: 2026
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              Value: 11
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            – TitleFull: Kinetik: Game Technology, Information System, Computer Network, Computing, Electronics & Control
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