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Journal : Kinetik: Game Technology, Information System, Computer Network, Computing, Electronics, and Control

Impression Classification of Endek (Balinese Fabric) Image Using K-Nearest Neighbors Method Pradnyana, Gede Aditra; Suryantara, I Komang Agus; Darmawiguna, I Gede Mahendra
Kinetik: Game Technology, Information System, Computer Network, Computing, Electronics, and Control Vol 3, No 3, August 2018
Publisher : Universitas Muhammadiyah Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (289.092 KB) | DOI: 10.22219/kinetik.v3i3.611

Abstract

An impression can be interpreted as a psychological feeling toward a product and it plays an important role in decision making. Therefore, the understanding of the data in the domain of impressions will be very useful. This research had the objective of knowing the performance of K-Nearest Neighbors method to classify endek image impression using K-Fold Cross Validation method. The images were taken from 3 locations, namely CV. Artha Dharma, Agung Bali Collection, and Pengrajin Sri Rejeki. To get the image impression was done by consulting with an endek expert named Dr. D.A Tirta Ray, M.Si. The process of data mining was done by using K-Nearest Neighbors Method which was a classification method to a set of data based on learning data that had been classified previously and to classify new objects based on attributes and training samples. K-Fold Cross Validation testing obtained accuracy of 91% with K value in K-Nearest Neighbors of 3, 4, 7, 8.
Impression Classification of Endek (Balinese Fabric) Image Using K-Nearest Neighbors Method Gede Aditra Pradnyana; I Komang Agus Suryantara; I Gede Mahendra Darmawiguna
Kinetik: Game Technology, Information System, Computer Network, Computing, Electronics, and Control Vol 3, No 3, August 2018
Publisher : Universitas Muhammadiyah Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (289.092 KB) | DOI: 10.22219/kinetik.v3i3.611

Abstract

An impression can be interpreted as a psychological feeling toward a product and it plays an important role in decision making. Therefore, the understanding of the data in the domain of impressions will be very useful. This research had the objective of knowing the performance of K-Nearest Neighbors method to classify endek image impression using K-Fold Cross Validation method. The images were taken from 3 locations, namely CV. Artha Dharma, Agung Bali Collection, and Pengrajin Sri Rejeki. To get the image impression was done by consulting with an endek expert named Dr. D.A Tirta Ray, M.Si. The process of data mining was done by using K-Nearest Neighbors Method which was a classification method to a set of data based on learning data that had been classified previously and to classify new objects based on attributes and training samples. K-Fold Cross Validation testing obtained accuracy of 91% with K value in K-Nearest Neighbors of 3, 4, 7, 8.
Co-Authors ., I Dewa Gede Angga Sitangga Putra ., I Gede Herri Yudiana Sucitra ., I Kadek Supriandana ., I Made Agus Oka Wijaya ., I Putu Aditya Narayana ., Kadek Adi Sidiantara ., Pande Komang Saputra A. A. Gede Yudhi Paramartha Achmad Yogie Setiawan Adityastika, Putu Angga Adnyana, Gede Ari Adnyani, Ni Luh Putu Sri Agus Aan Jiwa Permana Agus Ari Premana Agus Kamiana Agus Seputra I Ketut Arif Djunaidy Arya, Ketut Brahma, A.A. Gede Raka Wahyu Candra Sulistyawati Darma, Komang Agus Satia Devi Dwi Hariyanti Dewa Gede Hendra Divayana, Dewa Gede Hendra Dewantara, Ari Indrawan Dewi, Ni Putu Sri Indra Padma Dharma Putra, I Gede Wira Didit Kurniawan Driya, Putu Dhanu Fahrul Rizal, Fahrul Gede Saindra Santyadiputra Gede Saindra Santyadiputra Gede Saindra Santyadiputra, Gede Saindra Gede Saindra Santyadiputra, S.T., M.Cs . Gede Yogi Wiryawan Hartini, Nyoman Sugi Hartini, Nyoman Sugi Hartini, Ria I Dewa Gede Angga Sitangga Putra . I Gede Dedy Prasetia I Gede Herri Yudiana Sucitra . I Gede Mahendra Darmawiguna I Gede Riyan Ardi Darmawan I Gede Rusdy Mahayana Putra I Kadek Ary Prahayuda I Kadek Arya Budi Artana I Kadek Supriandana . I Ketut Resika Arthana I Komang Agus Suryantara I Komang Ari Mogi I Made Agus Oka Wijaya . I Made Ardwi Pradnyana I Made Dedi Suardika I Made Edy Listartha I Made Putrama I Made Windu Antara Kesiman I Made Yoga Prasada I Md. Dendi Maysanjaya I Putu Aditya Narayana . I Putu Andika Subagya Putra I Putu Dedy Wira Darmawan I Putu Gede Hendra Suputra Ida Bagus Nyoman Pascima Ida Bagus Putu Suarma Putra Ign Edo Paska Kadek Adi Sidiantara . Kadek Krisna Kadek Yota Ernanda Aryanto Kamiana, Agus Ketut Agustini Ketut Arya Komang Aditya Pratama Komang Aditya Pratama Komang Agus Satia Darma Komang Sudana Yasa Pande Komang Sudana Yasa Pande Komang Wisnu Baskara Putra Kusumadiputra, Made Novta Luh Putu Eka Damayanthi, Luh Putu Eka M.Cs ., Gede Saindra Santyadiputra, S.T., M.Cs M.Cs S.Kom I Made Agus Wirawan . Made Aristia Prayudi Made Novta Kusumadiputra Made Windu Antara Kesiman Made Windu Antara Kesiman Mogi, I Komang Ari Ni Komang Arie Suwastini Ni Made Rai Wisudariani Ni Made Sthiti Nur Hita Ni Nyoman Sugihartini Ni Putu Sri Indra Padma Dewi Nur Hita, Ni Made Sthiti P. WAYAN ARTA SUYASA Pande Komang Saputra . Paska, Ign Edo Prahayuda, I Kadek Ary Prasada, I Made Yoga Prasetia, I Gede Dedy Premana, Agus Ari Purnandita, Ida Bagus Putra, I Gusti Kade Ari Satria Putra, Komang Wisnu Baskara Putu Angga Adityastika Putu Moni Lestari Putu Setiari, Gusti Ayu Ria Hartini Samgraha, Kadek Dwi Loka Sasmita, Ade Suardika, I Made Dedi Suarma Putra, Ida Bagus Putu Sulistyawati, Candra Sunarya, I Made Arisetiawan Sunarya, I Made Arisetiawan Suryantara, I Komang Agus Yogi Aditya Yunita Purnama Sari Yunita Purnama Sari