Gender Based Temporal Sentiment Analysis In Indonesian On Culinary Places In Surabaya City

Authors

  • Rengga Asmara PoliteknikElektronika Negeri Surabaya http://orcid.org/0000-0002-3453-2262
  • Achmad Basuki Politeknik Elektronika Negeri Surabaya
  • Muhammad Udin Harun Al Rasyid Politeknik Elektronika Negeri Surabaya

DOI:

https://doi.org/10.33050/tmj.v5i1.1260

Abstract

Surabaya is the capital city of East Java Province, Indonesia, and the largest metropolitan city in the province. Surabaya is the largest city in Indonesia after Jakarta. With its large area and a fairly dense population, the city of Surabaya has a variety of culinary to offer. This culinary diversity attracts responses and opinions from the public (both positive and negative). People have certain ways to express their opinions, including through social media. Opinions shared by the Indonesians about Surabaya’s culinary in social media provide the right step to know what people think about the culinary places in Surabaya. But these opinions are very diverse because social media does not decide what people will say. We need opinion analysis to gain uses information from those opinions. In this research, we offered a new approach in analyzing the opinion on the culinary places in Surabaya using temporal analysis based opinion mining. The source is the opinions expressed in Foursquare using Indonesian. The rate of the accuracy is still around 67.32%, because other than Indonesian as the formal language used in the express opinions, social media users there also use many local dialects and slangs.

Author Biographies

Rengga Asmara, PoliteknikElektronika Negeri Surabaya

Departemen Teknik Informatika dan Komputer

Achmad Basuki, Politeknik Elektronika Negeri Surabaya

Departemen Teknik Informatika dan Komputer

Muhammad Udin Harun Al Rasyid, Politeknik Elektronika Negeri Surabaya

Departemen Teknik Informatika dan Komputer

Published

2020-04-30

How to Cite

Asmara, R., Basuki, A., & Al Rasyid, M. U. H. (2020). Gender Based Temporal Sentiment Analysis In Indonesian On Culinary Places In Surabaya City. Technomedia Journal, 5(1 Agustus), 67–81. https://doi.org/10.33050/tmj.v5i1.1260