Text preprocessing for text mining in organizational research: Review and recommendations

L Hickman, S Thapa, L Tay, M Cao… - Organizational …, 2022 - journals.sagepub.com
Recent advances in text mining have provided new methods for capitalizing on the
voluminous natural language text data created by organizations, their employees, and their …

Automatic essay exam scoring system: A systematic literature review

MNI Susanti, A Ramadhan… - Procedia Computer …, 2023 - pmc.ncbi.nlm.nih.gov
Currently, Indonesia and the whole world are being hit by the Covid-19 pandemic which has
an impact on various fields of life. It affects all sectors, including the education sector. The …

Improving the accuracy of text classification using stemming method, a case of non-formal Indonesian conversation

Rianto, AB Mutiara, EP Wibowo, PI Santosa - Journal of Big Data, 2021 - Springer
Background Stemming has long been used in data pre-processing to retrieve information by
tracking affixed words back into their root. In an Indonesian setting, existing stemming …

Comparison of effectiveness of stemming algorithms in indonesian documents

D Mustikasari, I Widaningrum, R Arifin… - … on Science and …, 2021 - atlantis-press.com
Stemming is a process to determine basic word with some rules. In Bahasa Indonesia, the
way is to eliminate prefixes, infixes, suffixes, or combination of prefixes and suffixes in …

[HTML][HTML] Automated Short-Answer Grading using Semantic Similarity based on Word Embedding

FF Lubis, A Putri, D Waskita… - International Journal …, 2021 - ijtech.eng.ui.ac.id
Automatic short-answer grading (ASAG) is a system that aims to help speed up the
assessment process without an instructor's intervention. Previous research had successfully …

[HTML][HTML] Improving the accuracy of text classification using stemming method, a case of non-formal Indonesian conversation

AB Mutiara, EP Wibowo… - Journal of Big …, 2021 - journalofbigdata.springeropen.com
Stemming has long been used in data pre-processing to retrieve information by tracking
affixed words back into their root. In an Indonesian setting, existing stemming methods have …

Deteksi Komentar Cyberbullying Pada Media Sosial Berbahasa Inggris Menggunakan Naïve Bayes Classification

J Pardede, Y Miftahuddin, W Kahar - Jurnal Informatika, 2020 - eprints.itenas.ac.id
Pesatnya perkembangan teknologi dan media sosial dapat memudahkan pengguna untuk
menyampaikan informasi. Selain itu, media sosial juga memberikan dampak negatif dengan …

Indonesian automatic short answer grading system

HR Salim, C De, ND Pratamaputra… - Bulletin of Electrical …, 2022 - beei.org
Short answer question is one of the methods used to evaluate student cognitive abilities,
including memorizing, designing, and freely expressing answers based on their thoughts …

Effect of Stemming Nazief & Adriani on the Ratcliff/Obershelp algorithm in identifying level of similarity between slang and formal words

W Hidayat, E Utami, AD Hartanto - 2020 3rd International …, 2020 - ieeexplore.ieee.org
The slang word is a word that is widely used everyday by social media users, especially in
Indonesia. The language generally contains abbreviations or strange words that have …

Analysis of government policy sentiment regarding vacation during the COVID-19 pandemic using the bidirectional encoder representation from transformers (BERT)

IN Yulita, V Wijaya, R Rosadi, I Sarathan, Y Djuyandi… - Data, 2023 - mdpi.com
To address the COVID-19 situation in Indonesia, the Indonesian government has adopted a
number of policies. One of them is a vacation-related policy. Government measures with …