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I Ketut Putu Suniantara
Institut Teknologi & Bisnis Stikom Bali, Indonesia
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Journal : paradigma

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Determining the Best Answers for Balinese Language Problems using Latent Semantic Analysis Made Agus Putra Subali; I Ketut Putu Suniantara
Paradigma Vol. 24 No. 2 (2022): September 2022 Period
Publisher : LPPM Universitas Bina Sarana Informatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (277.645 KB) | DOI: 10.31294/paradigma.v24i2.1437

Abstract

In Balinese, descriptions or essays are formed in an interrogative format using question words such as “akuda”, “apa”, “dija”, “kenken”, “kuda”, dan “nyen”. The assessment process on description questions tends to be more difficult and complex than multiple choice questions, this is because the description questions are described in sentence form. The solution to facilitate the assessment process on description questions can be done using automated essay scoring. Based on the results of previous studies, the Latent Semantic Analysis (LSA) method provides a better level of accuracy, because the LSA method uses the Singular Value Decomposition (SVD) method to obtain a new pattern of relationships between terms and reference terms. The data used in this study are five questions and their answer keys and there are five candidate answers for each question in Balinese. Based on the tests that have been carried out, the method used obtained an overall average accuracy of 70.26%, this shows that the LSA method can be used well in the assessment process or automatic essay assessment.
Co-Authors Ayu Chrisniyanti Candra Ahmadi Dadang Hermawan Dedy Panji Agustino Dian Rahmani Putri Dian Rahmani Putri EDWAR EDWAR Evi Tandriani Evi Triandini Evi Triandini Fajar Astuti Hermawati Gede Agus Dirtha Kristian Gede Suwardika Gusti Ayu Made Arna Putri Halilurahman Halilurahman Hendayanti, Ni Putu Nanik I Gede Agus Astapa I Gede Agus Astapa I Gede Darsana I Gede Eka Wiantara Putra I Gede Eka Wiantara Putra I Gede Endy Permana Putra I Gede Nika Wirawan I Gede Suardika I Gusti Ngurah Satria Wijaya I Kadek Wahyu Adi Gunawan I Made Agus Wirahadi Putra I Made Ari Santosa I Made Ari Santosa I Made Ari Yudana I Made Bagus Dwi Mahadita I Made Hendra M. Pramayasa I Made Rudita I MADE RUDITA I Made Sujana I Made Tresna Wardana I Nyn Suraja Antarajaya I Nyoman Dwi Arysna Mahendra I Putu Andi Ariawan I Putu Ramayasa, I Putu Joko Santoso Kadek Adi Saputra Kadek Heri Budi Arsana Kadek Masakazu Kadek Masakazu Kadek Masakazu Kadek Surya Adi Saputra Ketut Gus Oka Ciptahadi Lilis Yuningsih Luh Putu Ersamiya Ika Jayanthi LUH PUTU SAFITRI PRATIWI M. Rusli M. Rusli, M. Rusli Masakazu, Kadek Ni Nyoman Supuwiningsih Ni Wayan Cahya Ayu Pratami Nurhidayati, Maulida Pande Putu Gede Putra Pertama Putra, I Gede Eka Wiantara Putu Adi Wiryawan Putu Citra Darmika Dewi Rahmani Putri, Dian Riza Wulandari Samuel Hutajulu Shofwan Hanief Siti Soraya Sopandi, Agus Tatang Stefani Yarra Canista Subali, Made Agus Putra T.M. Kusuma Tifany Chandrarani Tria Hikmah Fratiwi Wijaya, I Gusti Ngurah Satria