Claim Missing Document
Check
Articles

Found 17 Documents
Search

Analisis Prediksi Pendapatan Penduduk dengan Metode K-Nearest Neighbor, Decision Tree, Naive Bayes, Ensemble Methods, dan Linear Regression Eri Mardiani; Nur Rahmansyah; Endah Tri Esti Handayani; Sari Ningsih; Deny Hidayatullah; Dhieka Avrilia Lantana; Yuni Latifah; Alica Dwi Fahira; Keysha Belynda Tyva Panggabean; Imelta Natalia Ginting
Innovative: Journal Of Social Science Research Vol. 3 No. 4 (2023): Innovative: Journal Of Social Science Research
Publisher : Universitas Pahlawan Tuanku Tambusai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/innovative.v3i4.4121

Abstract

Data mining bermula dari peningkatan data yang cukup pesat dilihat dari segi volume serta variasi data yang dihasilkan oleh berbagai sumber, dan jumlahnya yang sangat besar, serta kompleksitasnya data hingga pembuatannya yang cepat. Dengan data bisa menghasilkan prediksi yang membantu pemerintah dalam mengambil keputusan dan kebijakan di masa mendatang. Selain itu prediksi dapat membantu pemerintah dalam perencanaan kegiatan yang akan dilakukan untuk mencapai tujuan, karena prediksi ini dapat memberikan output terbaik sehingga diharapkan resiko kesalahan yang disebabkan oleh kesalahan perencanaan dapat ditekan seminimal mungkin. Prediksi biasanya digunakan untuk  menemukan informasi dari sejumlah data yang besar sehingga diperlukan data mining. Data mining dapat digunakan untuk menggali informasi dari data yang besar sehingga didapatkan informasi yang dapat digunakan dalam memprediksi sesuatu. Dalam data mining terdapat banyak teknik dalam pengerjaannya, untuk menemukan pola atau informasi yang tersembunyi diantaranya adalah Klasterisasi (clustering), Regresi (regression), Asosiasi (association), dan Klasifikasi (classification)
Pelatihan Membuat E-Commerce Menggunakan Prestashop pada Jasa Konveksi Dhieka Avrilia Lantana; Sari Ningsih; Tri Waluyo; Tegar Budiman; Mandala Anugrah Putra; Shinta Dwi Rahayu; Bagas Dwi Ardianto
Jurnal PkM (Pengabdian kepada Masyarakat) Vol 6, No 5 (2023): Jurnal PkM: Pengabdian kepada Masyarakat
Publisher : Universitas Indraprasta PGRI

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30998/jurnalpkm.v6i5.16422

Abstract

Berkembangnya teknologi informasi terutama internet yang saat ini menjadi kebutuhan pokok bagi pengguna menjadikan pelaku usaha yang melek internet dapat semakin mengembangkan bisnis. Namun, masih banyak pelaku usaha yang belum mengenal internet sehingga mereka kalah bersaing dengan yang lain. Saat ini banyak pelaku usaha yang beralih dari offline ke online. Ada banyak cara untuk beralih ke online salah satunya adalah membuat e-commerce. Hal inilah yang kemudian menjadi latar belakang pelatihan pembuatan e-commerce kepada mitra Konveksi Anugrah. Konveksi Anugrah menjalankan bisnis yang bergerak dibidang konveksi pakaian yang mana konveksi tersebut menawarkan jasa konveksi dalam jumlah besar, permak pakaian, menjahit pakaian serta menjual pakaian jadi. Keterbatasan pelanggan yang mewajibkan datang ke toko untuk mengukur pakaian menjadi salah satu hambatan dalam meningkatkan penjualan. Tujuan dari pengabdian kepada masyarakat ini adalah memberikan pelatihan untuk membuat e-commerce yang dapat digunakan untuk memasarkan dan meningkatkan penjualan secara online. E-commerce dibangun menggunakan PrestaShop. PrestaShop  merupakan platform yang sering digunakan untuk membuat e-commerce secara gratis. Hasil dari penelitian berupa e-commerce yang dapat digunakan untuk melakukan pemesanan baju dalam jumlah banyak dan menjahit baju sesuai permintaan.
Perbandingan Algoritma Binary Search dan Sequential Search untuk Pencarian Persediaan Stok Barang Berbasis Web Ramadhan, Hanzhalah; Fauziah, Fauziah; Lantana, Dhieka Avrilia
STRING (Satuan Tulisan Riset dan Inovasi Teknologi) Vol 8, No 2 (2023)
Publisher : Universitas Indraprasta PGRI Jakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30998/string.v8i2.16475

Abstract

Inventory of goods is one of the most important assets of a company. So. there must be good internal handling for the large amount of data items in the warehouse. At this time, the existing system of goods reporting is still conducted manually. This can result in errors in data storage. Therefore, it is necessary to develop a website application for inventory that can help users to more easily store and find the items needed. The application is the one using binary search and sequential search algorithms for the process of searching for goods data to speed up data search. This study compares the binary search and sequential search algorithms. The testing process uses microtime to produce the fastest time. The results of the test carried out 50 times out of 500 data show binary search produced an average time of 0.0402524 ms and sequential search of 0.0519893 ms. Then, the next test uses the searching time complexity method with the best case with a binary search algorithm of 0.0125 ms and a sequential search of 0.11293 ms. The conclusion is that using the binary search algorithm has the fastest time compared to the sequential search algorithm.
THE APPLICATION OF ROBOTIC PROCESS AUTOMATION IN THE FIELD OF ACCOUNTING: A LITERATURE STUDY Muhammad Nur; Dhieka Avrilia Lantana; Erwin Indriyanto; Kumba Digdowiseiso; Hafiza Aishah Hashim
Multidiciplinary Output Research For Actual and International Issue (MORFAI) Vol. 3 No. 3 (2023): October (October-December)
Publisher : RADJA PUBLIKA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54443/morfai.v3i3.1308

Abstract

Accounting seeks to facilitate the process of financial managers gathering financial records, categorizing financial elements, identifying patterns in financial transactions, and conveying financial circumstances. Originally, accounting was performed manually by individuals, but with advancements in technology, robotic process automation (RPA) emerged as a method for carrying out accounting tasks. This implementation has a beneficial effect on the company, resulting in enhanced performance and efficiency. Nevertheless, it has the capacity to generate employment issues. Hence, a comprehensive investigation is required to explore the utilization of robotic process automation in the domain of accounting. The approach employed is a rigorous systematic literature review utilizing scientific publications. The scientific literature utilized must adhere to the specified criteria. The data analysis employs a descriptive and argumentative methodology. The findings indicate that the presence of RPA does not have a substantial capacity to substitute for human involvement. In reality, RPA merely eliminates human tasks, thereby allowing humans to allocate their time towards enhancing more accurate decision-making processes. Occupations within the accounting sector that can benefit from the implementation of RPA encompass bookkeeper, financial accountant, controller (management accountant), business data analyst, treasurer and risk manager, and financial systems and process manager.
PELATIHAN DESIGN THINKING DALAM MENDORONG INOVASI DAN KEWIRAUSAHAAN PADA GENERASI Z Dhieka Avrilia Lantana; Fauziah Fauziah; Trinugi Wira Harjanti; Tri Waluyo; Istiana Avrilia Khaerunisa; Puan Avrilia Mahara; Nur Syabila Rosa; Aldhi Chrystofel Lantemona; Lamya Hasyim Aljufri; Jauza Anindita Rizkiani
Jurnal Pengabdian Masyarakat: Pemberdayaan, Inovasi dan Perubahan Vol 6, No 2 (2026): JPM: Pemberdayaan, Inovasi dan Perubahan
Publisher : Penerbit Widina, Widina Media Utama

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59818/jpm.v6i2.2745

Abstract

The increasingly competitive economic environment requires young people to develop innovative mindsets and adaptive entrepreneurial skills. However, many adolescents who can create business products still lack a systematic approach to identifying customer needs and designing appropriate solutions. Design thinking serves as a strategic approach to fostering critical, creative, and problem-solving mindsets in entrepreneurship. This program aims to enhance Gen Z’s understanding of innovation and entrepreneurship through design thinking training. The method involves interactive sessions including lectures, case studies, and discussions, with evaluation using pre-test and post-test. The results show an increase in the average score from 47.2 to 79.2, representing a gain of 32 points (67.8%). This indicates improved understanding of empathize, define, ideate, prototype, and test stages. Design thinking training is effective in strengthening conceptual understanding and fostering an entrepreneurial mindset among Gen Z. ABSTRAKPerkembangan ekonomi yang kompetitif menuntut generasi muda memiliki pola pikir inovatif dan kemampuan kewirausahaan yang adaptif. Namun, banyak remaja yang mampu membuat produk usaha belum memahami pendekatan sistematis dalam mengidentifikasi kebutuhan konsumen dan merancang solusi yang tepat. Design thinking menjadi pendekatan strategis untuk membangun pola pikir kritis, kreatif, dan problem-solving dalam kewirausahaan. Kegiatan ini bertujuan meningkatkan pemahaman inovasi dan kewirausahaan pada Generasi Z melalui pelatihan design thinking. Metode yang digunakan berupa pelatihan interaktif melalui pemaparan materi, studi kasus, dan diskusi, dengan evaluasi menggunakan pre-test dan post-test. Hasil menunjukkan peningkatan skor rata-rata dari 47.2 menjadi 79.2 atau naik 32 poin (67.8%). Hal ini menunjukkan peningkatan pemahaman terhadap tahapan empathize, define, ideate, prototype, dan test. Pelatihan design thinking efektif dalam memperkuat pemahaman konseptual dan membangun mindset kewirausahaan Generasi Z.
THE IMPLEMENTATION OF INVENTORY ACCOUNTING INFORMATION SYSTEMS: A SYSTEMATIC LITERATURE REVIEW Ria; Khairul Saleh L. Tobing; Dhieka Avrilia Lantana; Kumba Digdowiseiso; Nurasyikin Jamaludin
Journal of Accounting Research, Utility Finance and Digital Assets Vol. 2 No. 2 (2023): October
Publisher : PT. Radja Intercontinental Publishing

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54443/jaruda.v2i2.105

Abstract

The significance of efficiency and accuracy in inventory management is crucial for achieving operational success and making informed decisions. The objective of this study is to examine and evaluate the utilization of inventory accounting information systems in different organizations. This study employs the Systematic Literature Review (SLR) method to gather, assess, and integrate findings from diverse and pertinent literature sources. The findings of this study demonstrate that the adoption of an inventory accounting information system yields substantial advantages, such as enhanced operational effectiveness, decreased storage expenses, improved precision of financial statements, and simplified monitoring and analysis of inventory data. The discussion emphasizes the significance of choosing a suitable platform, providing employee training, and ensuring seamless integration with current business processes. This research demonstrates that investing in the implementation of an inventory accounting information system is a prudent measure to enhance operational efficiency, facilitate well-informed decision-making, and sustain competitiveness in a progressively competitive market.
THE IMPLEMENTATION OF INTERNET FINANCIAL REPORTING (IFR) IN INDONESIA: A SYSTEMATIC LITERATURE REVIEW Zumratul Meini; Khairul Saleh L. Tobing; Dhieka Avrilia Lantana; Kumba Digdowiseiso; Siti Nurain Muhmad
Journal of Accounting Research, Utility Finance and Digital Assets Vol. 2 No. 2 (2023): October
Publisher : PT. Radja Intercontinental Publishing

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54443/jaruda.v2i2.106

Abstract

The implementation of Internet Financial Reporting (IFR) in Indonesia has emerged as a crucial area of emphasis in endeavors to enhance transparency and accountability in corporate financial reporting. It entails the promotion by regulatory and financial authorities to incentivize registered companies to electronically disclose their financial reports. The objective of this study is to enhance accessibility to company financial data, thereby benefiting stakeholders including investors, analysts, and the general public by making it more convenient and expeditious. The employed research methodology is Systematic Literature Review (SLR). The outcome is enhanced transparency and efficiency in the display of financial data, which has the potential to bolster stakeholder confidence. The implementation of IFR has demonstrated the significant advantages it offers in bolstering the expansion of the financial and investment industries in Indonesia. Nevertheless, the absence of International Financial Reporting (IFR) may restrict the availability of financial data, potentially diminishing stakeholder confidence, amplifying ambiguity, and impeding the expansion of the financial industry. Implementing IFR is crucial for fostering economic development and ensuring the integrity of capital markets in Indonesia. Through ongoing progress, it is anticipated that IFR will persist as the primary foundation for upholding transparency and efficiency in corporate financial reporting, rendering it a valuable resource in the rapidly advancing Indonesian economy.