Moch Arif Bijaksana

Analysis of the Word2Vec Model for Semantic Similarities in Indonesian Words

2019

This paper examines the calculation of similarity between words in Indonesian by using the Word2Vec representation technique. Word2Vec is a model used to represent words into vector shapes. The model in this experiment was formed …

Development Synonym Set for the English Wordnet Using the Method of Comutative and Agglomerative Clustering

2020 · Jurnal Sisfokom (Sistem Informasi dan Komputer)

Wordnet is a collection of words that interpret or present a meaning, in its development Wordnet has an important part, the Synonym Set or Synset. In making Synonym sets, synonyms are needed and the commutative …

Named-Entity Recognition on Indonesian Tweets using Bidirectional LSTM-CRF

2019 · Procedia Computer Science

The massive amount of Twitter data allow it to be analyzed using Named-Entity Recognition. Named-Entity Recognition (NER) is a sub-task of Information Extraction that can recognize entities in a text. Most NERs are trained to …