Full Description
| Cataloguing Source | LibUI ind rda |
| Content Type | text (rdacontent) |
| Media Type | computer (rdamedia) |
| Carrier Type | online resource (rdacarries) |
| Physical Description | xiii, 53 pages : illustration ; appendix |
| Concise Text | |
| Holding Institution | Universitas Indonesia |
| Location | Perpustakaan UI |
- Availability
- Digital Files: 1
- Review
- Cover
- Abstract
| Call Number | Barcode Number | Availability |
|---|---|---|
| S-pdf | 14-22-85906272 | TERSEDIA |
| No review available for this collection: 20512913 |
Abstract
Sistem Penilaian Esai Otomatis (SIMPLE-O) dikembangkan oleh Departemen Teknik Elektro Fakultas Teknik Universitas Indonesia untuk ujian bahasa Indonesia. Skripsi ini akan membahas mengenai pengembangan SIMPLE-O untuk penilaian ujian bahasa Indonesia menggunakan metode Gated Recurrent Unit (GRU) dan bahasa pemrograman Python. Terdapat dua dokumen yang akan menjadi input, yaitu jawaban esai dari peserta ujian dan jawaban referensi dari penguji. Kedua jawaban diproses dengan layer GRU yang sama. Selanjutnya, kemiripan antara keduanya dihitung dengan fungsi persamaan. Rata-rata nilai akurasi yang didapatkan adalah 98.84 untuk fase training dan 86.82 untuk validasi
The Automatic Essay Assessment System (SIMPLE-O) was developed by the Department of Electrical Engineering, Faculty of Engineering, University of Indonesia for the Indonesian language test. This thesis will discuss the development of SIMPLE-O for the assessment of Indonesian language tests using the Gated Recurrent Unit (GRU) method and the Python programming language. There are two documents that will be input, essay answers from examinees and answer answers from examiners. Both answers are processed with the same GRU layer. Next, the similarity between the two is calculated by the similarity function. The average accuracy value obtained was 98.84 for the training phase and 86.82 for validation
The Automatic Essay Assessment System (SIMPLE-O) was developed by the Department of Electrical Engineering, Faculty of Engineering, University of Indonesia for the Indonesian language test. This thesis will discuss the development of SIMPLE-O for the assessment of Indonesian language tests using the Gated Recurrent Unit (GRU) method and the Python programming language. There are two documents that will be input, essay answers from examinees and answer answers from examiners. Both answers are processed with the same GRU layer. Next, the similarity between the two is calculated by the similarity function. The average accuracy value obtained was 98.84 for the training phase and 86.82 for validation