TY - GEN
T1 - Development of the Oral Examination Assessment System (SIPENILAI) in Japanese Using Latent Semantic Analysis (LSA) Algorithm
AU - Siti Shalihah, Fadhilah
AU - Dewi Purnamasari, Prima
AU - Santiar, Lea
AU - Putri Ratna, Anak Agung
N1 - Funding Information:
This research is fully supported and funded by Universitas Indonesia under the grant of PUTI Proceeding (Publikasi Terindeks Internasional Proceeding) 2020 with contract number: NKB-1122/UN2.RST/HKP.05.00/2020.
Publisher Copyright:
© 2020 ACM.
PY - 2020/11/27
Y1 - 2020/11/27
N2 - SIPENILAI is an automatic oral exam and grading system that has been developed by the Electrical Engineering Department Universitas Indonesia. The system developed in this thesis uses the google speech recognition API and LSA methods for assessment. The Google speech recognition API processes voice input which is then converted as text. LSA method looks for similarities between two documents and the Frobenius norm for assessment scores. Based on testing that has been done the average value of SIPENILAI accuracy is 83.64% for fluent users and 76.89% for non-fluent users.
AB - SIPENILAI is an automatic oral exam and grading system that has been developed by the Electrical Engineering Department Universitas Indonesia. The system developed in this thesis uses the google speech recognition API and LSA methods for assessment. The Google speech recognition API processes voice input which is then converted as text. LSA method looks for similarities between two documents and the Frobenius norm for assessment scores. Based on testing that has been done the average value of SIPENILAI accuracy is 83.64% for fluent users and 76.89% for non-fluent users.
KW - Frobenius Norm
KW - Google speech recognition API
KW - Latent Semantic Analysis
KW - SIPENILAI
UR - http://www.scopus.com/inward/record.url?scp=85105759587&partnerID=8YFLogxK
U2 - 10.1145/3442555.3442558
DO - 10.1145/3442555.3442558
M3 - Conference contribution
AN - SCOPUS:85105759587
T3 - ACM International Conference Proceeding Series
SP - 12
EP - 19
BT - ICCIP 2020 - 2020 6th International Conference on Communication and Information Processing
PB - Association for Computing Machinery
T2 - 6th International Conference on Communication and Information Processing, ICCIP 2020
Y2 - 27 November 2020 through 29 November 2020
ER -