Big Data, Machine Learning, & Computational Lexical Semantics - FIB Research Talk 2 (FReTalk 2)
Channel: Gede Primahadi Wijaya Rajeg
Date: 2020-05-10

#wordfromhome #fakultasilmubudaya #universitasudayana #vectorspacemodel #semantikleksikal #indonesian #morphology #derivationalmorphology #lexicalsemantics

Video rekaman pasca presentasi daring pada Fakultas Ilmu Budaya Research Talk (FReTalk) di Fakultas Ilmu Budaya (https://fib.unud.ac.id), Universitas Udayana (https://www.unud.ac.id), Indonesia (9 Mei 2020). Presentasi ini disampaikan dalam Bahasa Indonesia dengan slides berbahasa Inggris.

Presentasi ini membahas interaksi antara semantik leksikal dan morfologi derivasional Bahasa Indonesia dengan memanfaatkan kemutakhiran di linguistik saat ini, yaitu unsur komputasional, pengolahan data bahasa yang besar (korpus bahasa) dan salah satu teknik machine learning yang disebut vector space model (lihat Erk 2012). Materi presentasi berasal dari makalah saya bersama Karlina Denistia dan Simon Musgrave (Rajeg, Denistia & Musgrave 2019a). Slides presentasi juga diterbitkan terbuka (lihat bagian "Daftar pustaka" di bawah).

Tautan berita FIB FReTalk
https://fib.unud.ac.id/posts/fretalk-fib-unud-bahas-kajian-linguistik-interdisipliner-dengan-computer-science

https://udayananetworking.unud.ac.id/lecturer/880-gede-primahadi-wijaya-rajeg

Daftar pustaka
Erk, Katrin. 2012. Vector space models of word meaning and phrase meaning: A survey. Language & Linguistics Compass 6(10). 635–653. https://doi.org/10.1002/lnco.362.

Rajeg, Gede Primahadi Wijaya, Karlina Denistia & Simon Musgrave. 2020. Big data, machine learning, & computational lexical semantics. figshare. doi:10.6084/m9.figshare.12272078.v1. https://figshare.com/articles/Big_data_machine_learning_computational_lexical_semantics/12272078/1 (10 May, 2020).

Rajeg, Gede Primahadi Wijaya, Karlina Denistia & Simon Musgrave. 2019a. Vector Space Models and the usage patterns of Indonesian denominal verbs: A case study of verbs with meN-, meN-/-kan, and meN-/-i affixes. (Ed.) Hiroki Nomoto & David Moeljadi. NUSA (Linguistic Studies Using Large Annotated Corpora) 67. 35–76. (http://repository.tufs.ac.jp/handle/10108/94452)

Rajeg, Gede Primahadi Wijaya, Karlina Denistia & Simon Musgrave. 2019b. R Markdown Notebook for Vector space model and the usage patterns of Indonesian denominal verbs. figshare. https://doi.org/10.6084/m9.figshare.9970205. https://figshare.com/articles/R_Markdown_Notebook_for_i_Vector_space_model_and_the_usage_patterns_of_Indonesian_denominal_verbs_i_/9970205.

Rajeg, Gede Primahadi Wijaya, Karlina Denistia & Simon Musgrave. 2019c. Dataset for Vector space model and the usage patterns of Indonesian denominal verbs. figshare. https://doi.org/10.6084/m9.figshare.8187155. https://figshare.com/articles/Dataset_for_i_Vector_space_model_and_the_usage_patterns_of_Indonesian_denominal_verbs_i_/8187155.