Proceedings of the First International Conference on Applied Mathematics, Statistics, and Computing (ICAMSAC 2023)

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A Balinese folklore digital portal with natural language processing framework

Authors
Ngurah Agus Sanjaya ER1, *, Ni Luh Nyoman Seri Malini2, I Made Widiartha1, Pijar Candra Mahatagandha1
1Informatics Department, Udayana University, Bali, Indonesia
2English Department, Udayana University, Bali, Indonesia
*Corresponding author. Email: agus_sanjaya@unud.ac.id
Corresponding Author
Ngurah Agus Sanjaya ER
Available Online 13 May 2024.
DOI
10.2991/978-94-6463-413-6_2How to use a DOI?
Keywords
framework; digital portal; natural language processing; Balinese
Abstract

Balinese story is one of the cultural heritages that are filled with local wisdom. These stories were often passed on orally from one generation to the next. The advancement of information technology and more accessible internet connection have opened opportunities for preserving these Balinese stories in a digital portal. In this research, we developed a digital portal which is equipped with advanced features built with a natural language processing framework. These features include grouping of stories with similar topics, summarizing the story by extracting meaningful sentences and applying a Genetic algorithm to maximize the features’ weight, and automatically identifying the characters in each story. These features are integrated into a server-side Balinese natural language processing framework. The framework is applied to the collection of Balinese stories on the portal and any new story added to the collection. Experiment results on the portal show that as many as 77.83% of respondents gave a reasonable opinion of the portal.

Copyright
© 2024 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

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Volume Title
Proceedings of the First International Conference on Applied Mathematics, Statistics, and Computing (ICAMSAC 2023)
Series
Advances in Computer Science Research
Publication Date
13 May 2024
ISBN
978-94-6463-413-6
ISSN
2352-538X
DOI
10.2991/978-94-6463-413-6_2How to use a DOI?
Copyright
© 2024 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

Cite this article

risenwbib
TY  - CONF
AU  - Ngurah Agus Sanjaya ER
AU  - Ni Luh Nyoman Seri Malini
AU  - I Made Widiartha
AU  - Pijar Candra Mahatagandha
PY  - 2024
DA  - 2024/05/13
TI  - A Balinese folklore digital portal with natural language processing framework
BT  - Proceedings of the First International Conference on Applied Mathematics, Statistics, and Computing (ICAMSAC 2023)
PB  - Atlantis Press
SP  - 4
EP  - 16
SN  - 2352-538X
UR  - https://doi.org/10.2991/978-94-6463-413-6_2
DO  - 10.2991/978-94-6463-413-6_2
ID  - SanjayaER2024
ER  -