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The quality of a teacher has become the center of attention in research in the field of education. The quality of the teacher is not only measured by the qualifications and insights of a teacher, but also dedication and commitment in the classroom One of the things that can be used to assess the quality of teachers is to assess the opinions of students. Therefore, student opinions at the end of the class such as questionnaires are needed to help teachers understand student learning behavior and improve the quality of teaching in the classroom. Opinion summarization is a method to make summaries automatically from a set of opinions about a particular target. Opinion summarization will explore the features of one's opinion, capture whether the opinion includes positive or negative opinions, then summarize the results. Based on the results of testing and analysis that has been done in the previous discussion, it can be concluded that the accuracy value obtained is 93,44% with 97,66% precision and 92,85%. recall. This proves that the system that has been built is accurate and can help the company to see the performance of the teachers. Intisari— Kualitas seorang guru telah menjadi pusat perhatian dalam penelitian di bidang pendidikan. Kualitas guru tidak hanya diukur oleh kualifikasi dan wawasan seorang guru, tetapi juga dedikasi dan komitmen di kelas Salah satu hal yang dapat digunakan untuk menilai kualitas guru adalah menilai pendapat siswa. Oleh karena itu, pendapat siswa di akhir kelas diperlukan untuk membantu guru memahami perilaku belajar siswa dan meningkatkan kualitas pengajaran di kelas. Opinion summarization adalah metode untuk membuat ringkasan secara otomatis dari serangkaian komentar tentang target tertentu. Opinion Summarization akan mengeksplorasi fitur-fitur pendapat seseorang, menangkap apakah opini termasuk pendapat positif atau negatif, kemudian merangkum hasilnya. Berdasarkan hasil pengujian dan analisis yang telah dilakukan pada pembahasan sebelumnya, dapat disimpulkan bahwa nilai akurasi yang diperoleh adalah 93,44% dengan presisi 97,66% dan recall 92,85%. Ini membuktikan bahwa sistem yang dibangun sudah akurat dan dapat membantu perusahaan untuk melihat kinerja para guru. Kata Kunci— Lexicon, Opinion, Summarization, Teacher

Analisis Komentar Hasil Belajar Siswa Menggunakan Opinion Summarization