Penilaian Otomatis Cerdas Cermat Menggunakan Basis Data Sinonim Kata Dan Cosine Similarity

Authors

  • Johan Rizky Triosaputra Universitas Nusantara PGRI Kediri Indonesia
  • Ardi Sanjaya Universitas Nusantara PGRI Kediri Indonesia
  • Julian Sahertian Universitas Nusantara PGRI Kediri Indonesia

DOI:

https://doi.org/10.29407/inotek.v8i1.4982

Abstract

Penelitian ini bertujuan untuk mengembangkan aplikasi 'Cerdas Cermat' yang dapat mengevaluasi jawaban siswa dengan mengukur kemiripan antara jawaban siswa dan kunci jawaban menggunakan metode cosine similarity dan database sinonim. Metode yang digunakan meliputi preprocessing teks, pengubahan kata menjadi sinonim, serta perhitungan cosine similarity berdasarkan ID sinonim yang diambil dari database. Hasil akhir yang dihasilkan adalah presentase kemiripan antara jawaban siswa dengan kunci jawaban menggunakan metode cosine similarity yang dibantu menangani variasi kata yang berbeda namun satu makna menggunakan proses basis data sinonim kata.

Keywords:

Cerdas Cermat, Sinonim, Makna Kalimat, Cosine Similarity

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Published

2024-07-27

Issue

Vol. 8 No. 1 (2024): PROSIDING SEMINAR NASIONAL INOVASI TEKNOLOGI TAHUN 2024

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Copyright (c) 2024 Johan Rizky Triosaputra, Ardi Sanjaya, Julian Sahertian

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How to Cite

Penilaian Otomatis Cerdas Cermat Menggunakan Basis Data Sinonim Kata Dan Cosine Similarity. (2024). Prosiding SEMNAS INOTEK (Seminar Nasional Inovasi Teknologi), 8(1), 512-519. https://doi.org/10.29407/inotek.v8i1.4982