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Pengelompokan Obyek Wisata Potensial dengan Self Organizing Maps (SOM) dan Sum Additive Weighting (SAW) Indra Dharma Wijaya; Muhammad Afif Hendrawan; Nurcahya Nania Anabela
JISKA (Jurnal Informatika Sunan Kalijaga) Vol. 8 No. 1 (2023): Januari 2023
Publisher : UIN Sunan Kalijaga Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.14421/jiska.2023.8.1.1-9

Abstract

Probolinggo Regency is an area in East Java that has tourism potential. The condition is seen from the many tourists visiting various attractions in Probolinggo Regency. To increase the number of tourist visits, it is necessary to develop tourism objects. However, not all attractions in Probolinggo Regency can be developed at the same time. This is due to budget limitations for tourism development. Therefore, it is necessary to have a grouping of attractions according to the priority level of development. In this study, researchers utilized Self Organizing Maps (SOM) and Sum Additive Weighing (SAW) methods to group attractions based on their development priority levels. SOM is used to determine groups of tourist objects based on the parameters of the number of domestic tourists, the number of foreign tourists, infrastructure, and the number of attractions. Furthermore, SAW is used to find out which group has the highest priority among other groups based on these parameters. To measure the quality of the resulting group, researchers used the value of the silhouette coefficient. Results from the grouping process resulted in three groups. Group C1 consists of 4 attractions, group C2 consists of 20 attractions, and group C3 consists of 10 attractions. The value of the silhouette coefficient also holds a good value, especially in group 1, which is 0.75006. Furthermore, based on the ranking of groups by the SAW method, the C1 group is the group of tourist attractions with the highest priority for development.
Pengembangan Alat Peraga Edukatif untuk Guru KB-TK Persatuan Istri Guru Malang Indra Dharma Wijaya; Elok Nur Hamdana; Pramana Yoga Saputra; M. Afif Hendrawan; Dodit Suprianto
Journal of Applied Community Engagement Vol. 6 No. 1 (2026): Journal of Applied Community Engagement (JACE)
Publisher : ISAS (Indonesian Society of Applied Science)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52158/kr5et330

Abstract

This activity is carried out in order to welcome the increasing development of learning media that can be applied in daily teaching. In addition, teachers are also required to be able to make changes to the learning media in their own classes to see how to improve student learning outcomes by using varied learning media. The activities in this mentoring are that teachers from the KB TK PIG will be given training and mentoring in socialization activities to increase their knowledge/understanding of how to make educational teaching aids (APE). So that it can increase the teacher's imagination in developing all aspects and intelligence in their students. The final result of this activity is expected to be that each teacher will have educational and creative learning media that have good learning value.
Strategi Meningkatkan Resiliensi Dalam Tata Kelola Pemerintahan Pada Era Digital Rudi Salam; Aris Bahasruddin; Indra Dharma Wijaya; Muhammad Faisal
Jurnal Administrasi Publik Vol 20 No 2 (2024): Jurnal Administrasi Publik
Publisher : Pusat Pembelajaran dan Strategi Kebijakan Manajemen Pemerintahan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52316/jap.v20i2.437

Abstract

Di era digital, berbagai langkah strategis telah diinisiasi untuk meningkatkan resiliensi tata kelola guna menjaga stabilitas dan keamanan sistem digital dalam pelayanan publik. Penelitian ini bertujuan untuk mengidentifikasi tantangan dan hambatan utama dalam penerapan strategi resiliensi digital, termasuk keterbatasan anggaran dan kurangnya sumber daya manusia yang terlatih. Teori yang digunakan dalam penelitian ini adalah Teori Resiliensi Organisasi yang menjelaskan kemampuan organisasi untuk bertahan dan beradaptasi dalam menghadapi perubahan dan tantangan eksternal. Selain itu, juga digunakan Teori Keamanan Siber yang membahas pengelolaan ancaman terhadap data dan sistem digital dalam konteks tata kelola pemerintahan. Metode penelitian yang digunakan adalah kualitatif, dengan pendekatan studi kasus melalui wawancara mendalam dengan pihak-pihak terkait di pemerintahan di Kota Makassar. Hasil penelitian menunjukkan bahwa meskipun langkah-langkah seperti pemeliharaan infrastruktur teknologi informasi dan integrasi digitalisasi dalam perencanaan jangka panjang telah dilakukan, keterbatasan koordinasi antar lembaga dan dukungan sumber daya yang memadai masih menjadi kendala. Gap teori yang ditemukan adalah minimnya penerapan teori resiliensi organisasi dalam konteks pemerintahan daerah yang memerlukan pendekatan khusus dalam pengelolaan sumber daya digital yang terbatas. Gap riset dalam studi ini terletak pada keterbatasan penelitian terkait penerapan strategi resiliensi digital di kota-kota besar di Indonesia, khususnya di tingkat pemerintahan lokal yang menghadapi tantangan spesifik dalam koordinasi dan alokasi anggaran.