Higher education institutions are demanded to be quality education providers. One of the instruments used by the government to measure the quality of education providers is the number of graduates. The higher the graduation level, the better the quality of education and this good quality will positively influence the value of accreditation given by BAN-PT. Therefore, in this study the researchers provided input for research conducted at Bhayangkara Jakarta Raya University to predict student graduation rates using the Neural Network algorithm. Neural Network is one method in machine learning developed from Multi Layer Perceptron (MLP) which is designed to process two-dimensional data. Neural Network is included in the Deep Neural Network type because of its deep network level and is widely implemented in image data. Neural Network has two methods; namely classification using feedforward and learning stages using backpropagation. The way Neural Network works is similar to MLP, but in Neural Network each neuron is presented in two dimensions, unlike MLP where each neuron is only one dimensional in size. The prediction accuracy obtained is 98.27%.
Era industri 4.0 dimana era adanya disrupsi ekonomi dimana dapat menggerus sistem-sistem pasar yang selama ini telah berjalan secara tradisional, fenomena toko-toko atau pasar-pasar menjadi sepi pengunjung dengan banyaknya bermunculan toko-toko online menyebabkan para pelaku penjual di toko harus mau tidak mau beralih dari toko fisik menjadi toko digital. Salah satu upaya yang harus kita lakukan adalah melalui pemberdayaan Usaha Mikro Kecil Menengah (UMKM) yang bisa dimulai dari individu atau perorangan. Juga tidak kalah penting adalah kegiatan di dunia pendidikan, karena tidak terkecuali permasalahan pandemi ini berimbas pada Perguruan Tinggi. Bagi individu pelaku bisnis, dalam hal ini adalah yang mau berkembang untuk dapat prioritas dalam edukasi serta pendampingan. Penyelenggaraan dapat diadakan di Fakultas ataupun ruang aula Universitas Bhayangkara Jakarta Raya (Ubhara Jaya) kampus Bekasi dengan materi mencakup perencanaan pembuatan toko online, registrasi ke channel toko online atau ke market place untuk membuka toko online. Materi yang akan disajikan ini dibuat sederhana namun dapat dipahami oleh semua yang hadir dari akademisi hingga staff universitas, dan yang pasti harus mudah dipraktekkan dalam usahanya. Harapan ke depan dengan adanya pelatihan ini diharapkan munculnya toko-toko online dari para individu atau perorangan. Sehingga kebutuhan masyarakat akan dapat dipenuhi oleh toko online ini. Bahkan jika masing-masing staff dan akademisi akan berkembang maka hasil-hasilnya akan dapat dipasarkan dieksport sampai manca negara melalui toko online.
Measurement/reading of the talents of each personal educator(teacher) and education personnel need to be done. Among the applications that can be used to take such measurements is to use the Talents Mapping application. Measurement with Talents Mapping aims to analyze the suitability of talent with the field of work, and provide recommendations of the results of reading the talent on the leadership/management. Before the measurement is done, it is necessary to explain talents mapping. This is necessary to provide initial insights and knowledge about Talents Mapping, and the measurement methods to be performed. After the measurement results are obtained, discussions can be made on the results of these measurements. The results of measuring/reading the talents of each personal educator and education personnel with the Talents Mapping Application is expected to help determine the suitability of talent with the field of work pursued by educators and education personnel, as well as provide recommendations of the results of reading the talent to the management/school leadership Keywords: Talents Mapping, Talent, Educators, Educational personnel, Strength Topology Abstrak Pengukuran/pembacaan bakat tiap personal tenaga pendidik(guru) dan tenaga kependidikan perlu dilakukan. Diantara aplikasi yang bisa digunakan untuk melakukan pengukuran tersebut adalah dengan menggunakan aplikasi Talents Mapping. Pengukuran dengan Talents Mapping bertujuan untuk menganalisa kesesuaian bakat dengan bidang kerja, dan memberikan rekomendasi hasil pembacaan bakat tersebut pada pihak pimpinan/manajemen. Sebelum dilakukan pengukuran, perlu dilakukan penjelasan tentang Talents Mapping. Hal tersebut diperlukan untuk memberikan wawasan dan pengetahuan awal tentang Talents Mapping, dan metode pengukuran yang akan dilakukan. Setelah hasil pengukuran didapatkan maka bisa dilakukan diskusi terhadap hasil pengukuran tersebut. Hasil dari pengukuran/pembacaan bakat tiap personal tenaga pendidik dan tenaga kependidikan dengan Aplikasi Talents Mapping diharapkan dapat membantu mengetahui kesesuaian bakat dengan bidang kerja yang digeluti oleh tenaga pendidik dan kependidikan, serta memberikan rekomendasi hasil pembacaan bakat tersebut pada pihak manajemen/pimpinan sekolah. Kata kunci: Talents Mapping, Bakat, Tenaga Pendidik, Tenaga Kependidikan, Strength Topology
UNESCO Global Geoparks (UGG) are single and unified geographic areas where sites and landscapes of international geological importance are managed with a holistic concept of protection, education and sustainable development. Geopark Youth Forum (GYF) is a community formed under the guidance and supervision of the Bayah Dome Geopark Management Agency, Lebak Regency, Banten Province. Its main task is to assist the Management Body in educating and promoting the Bayah Dome Geopark tourist area and managing its geosite tourism. GYF members already have the ability to use digital technology, but optimizing this digital technology to manage the tourism sector is still inadequate. This Community Service activity aims to provide socialization for GYF members to understand the concept of UGG and become the basic goal for Geopark Bayah to become part of UGG (UNESCO Global Geoparks) so that it automatically becomes a means of promoting the Geopark Bayah Dome tourism area. The hope is that the socialization of UGG will encourage enthusiasm to help manage the tourism sector so that it can improve the regional economy in a sustainable manner. Community service activities begin with the problem identification stage, discussions with partners for the preparation of work programs, implementation and evaluation. The results of the implementation of community service show that there has been an increase in understanding of the importance of Bayah Geopark being part of UGG. The results of the pre-test of the abilities of the training participants showed that as much as 100% agreed that Bayah Geopark would become part of UGG so that it would become an encouragement for this GYF in assisting tourism management at Bayah Geopark.
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