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Tradition meets modernity: learning traditional building using artificial intelligence
Sri Winiarti1, Sunardi2, Ulaya Ahdiani3, Andri Pranolo4.
Indonesia is a country that is famous for its culture, arts, traditional crafts, and even traditional
houses. This diversity is reflected in each region by having a unique culture as an icon of the area.
Therefore, the diversity of arts and culture needs to be preserved, so that it can be used as education and
study material for scientific development. This study aims to create a model of cultural preservation
through an application to identify the types of traditional buildings in Indonesia. This research focuses
on the preservation of traditional Javanese houses because they have many types with uniqueness in
terms of topology and also ornaments. Each building model looks similar visually, but actually different
because each ornament and topological form has special characteristics. This is an education for students
and the general public to know the history of the building. The concept applied in identifying the type
of building uses the concept of Deep Learning as one of the fields of Artificial Intelligence (AI). The
research begins with the acquisition of building object data, image analysis, development of application
as an educational tool for students or the community, and the last is evaluation. The data was taken by
taking pictures directly of traditional Javanese buildings in Indonesia using cameras, smartphones, and
drones. The total of 1330 images were captured consisting of traditional Javanese house ornaments
which are Joglo and Kalang. Based on the tests carried out to recognize building objects, the system
successfully able to recognize building objects with an accuracy of 99.5%. In terms of education in
recognizing building design and culture, this application was tested on students, it can increase students'
knowledge on building history by 97%.
Affiliation:
- Universitas Ahmad Dahlan, South Ring Road, Yogyakarta, Indonesia, Indonesia
- Universitas Ahmad Dahlan, South Ring Road, Yogyakarta, Indonesia, Indonesia
- Universitas Ahmad Dahlan, South Ring Road, Yogyakarta, Indonesia, Indonesia
- Universitas Ahmad Dahlan, South Ring Road, Yogyakarta, Indonesia, Indonesia
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Indexation |
Indexed by |
MyJurnal (2021) |
H-Index
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2 |
Immediacy Index
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0.000 |
Rank |
0 |
Indexed by |
Scopus 2020 |
Impact Factor
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CiteScore (0.5) |
Rank |
Q4 (Education) |
Additional Information |
SJR (0.198) |
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