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Data mining techniques are being used to map the number of foreign guests at Indonesian star hotels Debi Masri; Sri Kasnelly
IJISTECH (International Journal of Information System and Technology) Vol 5, No 2 (2021): August
Publisher : Sekolah Tinggi Ilmu Komputer (STIKOM) Tunas Bangsa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30645/ijistech.v5i2.137

Abstract

Statistics on foreign tourist arrivals show an upward trend in recent years. This is beneficial because foreign exchange in the tourism sector is generated by spending by foreign tourists visiting Indonesia. Mapping the number of tourists who visit Indonesia is necessary to determine the extent of a region's natural potential. The number of foreign guests at Indonesia's star hotels is one indicator that can be used. The goal of this study is to use data mining techniques to visualize the mapping pattern of the number of foreign guests at five-star hotels in order to obtain important information. The Central Statistics Agency (abbreviated BPS) provided the data for the number of foreign guests at five-star hotels in 2017-2019. Clustering with the k-medoids technique is the data mining method employed. The Davies-bouldin index (DBI) operator is used to calculate the number of clusters. The number of good clusters was 3 (k=3), with cluster 0 (low) = 20 provinces, cluster 1 (normal) = 23, and cluster 2 (high) = 1 province, and a DBI value of 0.215 (k=3). According to the study's findings, the province of Bali is one of the areas with the greatest potential for foreign tourist visits (high cluster). Meanwhile, there are 20 provinces with a low number of foreign visitor visits, so this can be used to assess how to increase the number of foreign visitor visits to the province.
Data mining techniques are being used to map the number of foreign guests at Indonesian star hotels Debi Masri; Sri Kasnelly
IJISTECH (International Journal of Information System and Technology) Vol 5, No 2 (2021): August
Publisher : Sekolah Tinggi Ilmu Komputer (STIKOM) Tunas Bangsa

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (955.43 KB) | DOI: 10.30645/ijistech.v5i2.137

Abstract

Statistics on foreign tourist arrivals show an upward trend in recent years. This is beneficial because foreign exchange in the tourism sector is generated by spending by foreign tourists visiting Indonesia. Mapping the number of tourists who visit Indonesia is necessary to determine the extent of a region's natural potential. The number of foreign guests at Indonesia's star hotels is one indicator that can be used. The goal of this study is to use data mining techniques to visualize the mapping pattern of the number of foreign guests at five-star hotels in order to obtain important information. The Central Statistics Agency (abbreviated BPS) provided the data for the number of foreign guests at five-star hotels in 2017-2019. Clustering with the k-medoids technique is the data mining method employed. The Davies-bouldin index (DBI) operator is used to calculate the number of clusters. The number of good clusters was 3 (k=3), with cluster 0 (low) = 20 provinces, cluster 1 (normal) = 23, and cluster 2 (high) = 1 province, and a DBI value of 0.215 (k=3). According to the study's findings, the province of Bali is one of the areas with the greatest potential for foreign tourist visits (high cluster). Meanwhile, there are 20 provinces with a low number of foreign visitor visits, so this can be used to assess how to increase the number of foreign visitor visits to the province.
Asistensi Sosialisasi Peningkatan Wirausaha Dengan Memanfaatkan Teknologi Pada Guru Sma Darul Ilmi Murni Debi Masri
Jurnal Altifani Penelitian dan Pengabdian kepada Masyarakat Vol. 2 No. 2 (2022): Maret 2022 - Jurnal Altifani Penelitian dan Pengabdian kepada Masyarakat
Publisher : Indonesian Scientific Journal

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.25008/altifani.v2i2.224

Abstract

Pengabdian ini bertujuan untuk memberikan pemahaman kepada guru-guru SMA Darul Ilmi Murni bahwa untuk menjadi wirausaha di era teknologi ini sangat mudah dan gampang. Kemajuan teknologi informasi dan komunikasi dalam perkembangan bisnis semakin pesat. Tentu saja, hal ini berdampak pada meningkatnya persaingan bisnis, pendidikan, industri dan UMKM. Namun demikian, luaran yang diperoleh belum mengarah pada peningkatan kemampuan dalam berwirausaha khusus kepada guru-guru yang ada di Darul Ilmi Murni. Tujuan penelitian ini adalah memanfaatkan perkembangan teknologi pada guru-guru SMA Darul Ilmi Murni. Sampel yang digunakan terdiri dari guru-guru dan beberapa siswa sekolah SMA Darul Ilmi Murni. Pengumpulan data menggunakan angket dan wawancara. Hasil penelitian menunjukkan ada 8 karakter yang berpengaruh terhadap kemampuan technopreneur yang dikaji. Karakter wirausaha tersebut meliputi optimalisasi teknologi dan informasi, implementasi keilmuan, percaya diri, berorientasi hasil, pengambilan resiko, kepemimpinan, orisinalitas produk, dan berorientasi masa depan.
SOSIALISASI PENINGKATAN WIRAUSAHA DENGAN MEMANFAATKAN TEKNOLOGI PADA GURU SMA DARUL ILMI MURNI JL. KARYA UJUNG – TITI KUNING SUMATERA UTARA Yogi Putra; Debi Masri; Furqan
Jurnal Masyarakat Indonesia (Jumas) Vol. 1 No. 01 (2022): Jumas : Jurnal Masyarakat Indonesia
Publisher : Cattleya Darmaya Fortuna

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54209/jumas.v1i01.20

Abstract

Based on the results of community service carried out by Darul Ilmi Murni Private High School teachers, that teacher knowledge related to increasing entrepreneurship is very minimal, especially by using technology as a medium for increasing entrepreneurship, so that knowledge transfer is limited to Darul Ilmi Murni Private High School students.
The effect of using animation media on learning outcomes of budget plans at harapan mekar vocational high school Medan Baginda Harahap; Adek Saputra; Debi Masri
Journal of Intelligent Decision Support System (IDSS) Vol 6 No 1 (2023): March: Intelligent Decision Support System (IDSS)
Publisher : Institute of Computer Science (IOCS)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35335/idss.v6i1.123

Abstract

The purpose of this study is to determine the effect the use of animated media in student learning outcomes in planned subjects determines budget growth (RAB) and student learning outcomes in Class XI Engineering Drawing Technology at SMK Harapan Mekar Medan. Based on research, the average peer group learning outcomes before the test was 46.54 and the average score after the test was 64.04; in the experimental class, the average before the test was 48.39 and the average after the test was 74.82. The learning outcomes of the comparison class increased by 17.50 and that of the test class by 26.43. The analysis uses all posttest results and is tested by t-test, obtained tcount > ttable (4.775 > 2.021) which shows that Ho is rejected and Ha is accepted. From these results it can be concluded that student learning outcomes using animation media are better than student learning outcomes using traditional methods (blackboard).
PENGARUH MOTIVASI DAN EFIKASI DIRI TERHADAP MINAT BERWIRAUSAHA PADA MAHASISWA FEB UNIVERSITAS BATTUTA Ichsan Ichsan; Debi Masri; Henny Purnama Dewi; Danyl Mallisza; Jhon Rinaldo
Journal of Social and Economics Research Vol 6 No 1 (2024): JSER, June 2024
Publisher : Ikatan Dosen Menulis

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54783/jser.v6i1.545

Abstract

Angka pengangguran pada lulusan sekolah menegah atas (SMA) dan sekolah menengah kejuruan (SMK) hingga perguruan tinggi yang cukup tinggi sudah seharusnya mendapatkan perhatian lebih lanjut. Berdasarkan data yang bersumber dari detiknews.com bahwa tingkat pengangguran tertinggi di Indonesia paling banyak pada lulusan SMK dan SMA yaitu sebesar 11,13% dan 9,09% sedangkan tingkat pengangguran terbuka pada lulusan perguruan tinggi nilainya di atas 5%. Tujuan penelitian ini untuk melihat pengaruh motivasi dan efikasi diri terhadap minat berwirausaha mahasiswa, menggunakan metode kuantitatif deskriptif, dengan jumlah sampel sebanyak 100 orang dengan menggunakan metode random sampling. Hasil penelitian ini menunjukkan bahwa motivasi berpengaruh positif dan signifikan terhadap minat berwirausaha Pada Mahasiswa FEB Universitas Battuta dengan nilai t-hitung 2.622 > t-tabel 1,990 dengan tingkat signifikansi 0,010 < 0,05. Efikasi diri berpengaruh positif dan signifikan terhadap minat berwirausaha Pada Mahasiswa FEB Universitas Battuta dengan nilai t-hitung 3.836 > t-tabel 1,990 dengan tingkat signifikansi 0,000 < 0,05. Dan Motivasi, dan efikasi diri secara simultan berpengaruh positif dan signifikan terhadap minat berwirausaha Pada Mahasiswa FEB Universitas Battuta