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Klasifikasi Berita Negatif Menggunakan Bidirectional LSTM pada Dataset Berita Berbahasa Inggris Hasanuddin, Ardy Satria; Ariessanti, Hani Dewi
VISA: Journal of Vision and Ideas Vol. 5 No. 2 (2025): Journal of Vision and Ideas (VISA)
Publisher : IAI Nasional Laa Roiba Bogor

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47467/visa.v5i2.9305

Abstract

The increasing consumption of digital news by Generation Z carries the risk of exposure to negative content, which can adversely affect mental health. According to the Stress in America™ report by the APA (American Psychological Association) in 2018, there are five main categories that cause the most stress among Gen Z: mass shootings, suicide, climate change, deportation of immigrants, and sexual harassment or assault. This study developed a negative news classification model using the Bidirectional Long Short-Term Memory (Bi-LSTM) algorithm. The research was conducted through several stages: data collection from the Mata.Today platform (which provides news summaries from various trusted sources), text preprocessing, automatic labeling based on APA’s psychological criteria, use of GloVe embeddings, Bi-LSTM model training, and evaluation using accuracy, precision, recall, and F1-score metrics. The implemented model, utilizing pre-trained GloVe embeddings, achieved an accuracy of 89.25% with an ROC AUC of 0.9528 on a test set of 1,200 data points, demonstrating the model’s ability to distinguish negative news (negative class recall = 89.98%) and non-negative news (recall = 88.33%).  
Perancangan Layanan Wedding Organizer Berbasis Web Terintegrasi Midtrans Kurniawan, Andree Maldini; Ariessanti, Hani Dewi
Jurnal Minfo Polgan Vol. 14 No. 2 (2025): Artikel Penelitian
Publisher : Politeknik Ganesha Medan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33395/jmp.v14i2.15308

Abstract

Wedding Organizer (WO) merupakan bisnis jasa yang mengalami peningkatan pesat di era digital, namun sebagian besar pelaku usaha kecil masih mengandalkan proses manual dalam pencatatan pemesanan dan pembayaran. Hal ini menyebabkan berbagai kendala, seperti risiko kehilangan data, keterlambatan konfirmasi, dan kesalahan pencatatan. Penelitian ini bertujuan merancang dan mengembangkan sistem informasi manajemen pemesanan layanan WO berbasis web yang terintegrasi dengan sistem pembayaran otomatis menggunakan Midtrans. Metode pengembangan sistem menggunakan pendekatan Waterfall, dengan tahapan analisis kebutuhan, perancangan, implementasi, dan pengujian. Sistem dibangun menggunakan framework Laravel 10 dan database MySQL, serta menyediakan dua antarmuka: pengguna dan admin. Pengujian dilakukan menggunakan metode black box untuk memastikan seluruh fungsionalitas berjalan sesuai harapan. Hasil implementasi menunjukkan bahwa sistem mampu menangani proses registrasi pengguna, pemesanan, pembayaran, serta verifikasi otomatis dari Midtrans dengan baik. Selain itu, fitur histori transaksi dan testimoni pengguna telah berjalan sesuai rancangan. Sistem ini diharapkan dapat meningkatkan efisiensi dan keandalan layanan Wedding Organizer, serta menjadi model awal digitalisasi usaha sejenis. Penelitian ini juga membandingkan hasil implementasi dengan studi terdahulu untuk menunjukkan keunggulan integrasi sistem pembayaran dan kemudahan manajemen layanan dalam satu platform.
Studi Kesiapan Digital pada UMKM Kecil di Jakarta Barat Menggunakan TOE Framework Syahrul Naufalrafa; Qori Halimatul Hidayah; Hani Dewi Ariessanti; Sawali Wahyu
Jurnal ilmiah Sistem Informasi dan Ilmu Komputer Vol. 5 No. 3 (2025): November: Jurnal ilmiah Sistem Informasi dan Ilmu Komputer
Publisher : Lembaga Pengembangan Kinerja Dosen

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55606/juisik.v5i3.1677

Abstract

This study analyzes the digital readiness of Micro, Small, and Medium Enterprises (MSMEs) in West Jakarta using the Technology-Organization-Environment (TOE) framework, with a qualitative case study at Toko Lily and quantitative validation on a similar MSME population. Adopting a mixed-methods approach with a sequential exploratory design, data was collected through in-depth interviews and observations at Lily's Store, as well as the distribution of questionnaires to 90 MSME managers in West Jakarta. Qualitative results indicate that Toko Lily has high readiness, driven by awareness of the benefits of technology, owner support, financial resources, and basic digital competencies of employees, plus pressure from customers and competitors. Quantitatively, SmartPLS analysis confirmed that the Technology, Organization, and Environment dimensions positively and significantly influence SME digital readiness in West Jakarta (R²=0.596), indicating a strong foundation of readiness. This study underscores the relevance of TOE in the context of traditional SMEs, enriches the literature with mixed-methods evidence, and recommends a phased digitalization roadmap as a practical guide to enhance SMEs' efficiency and market reach.
Implementation of Recording System Regular Spending Cost Based Software Online Accounting For Record Expenditures on the Company Manurung, Edward Boris P; Ariessanti, Hani Dewi; Desrianti, Dewi Immaniar
APTISI Transactions on Management (ATM) Vol 1 No 2 (2017): ATM (APTISI Transactions on Management)
Publisher : Pandawan

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (739.517 KB) | DOI: 10.33050/atm.v1i2.660

Abstract

n the finances of a company, to record any costs incurred by the company, such as promotional costs, advertising, water, electricity and others is certainly very important as evidence for the leadership of the company in taking a decision. And on this web-based online accounting system, there are cost facilities where the expenditure of each transaction can be recorded more effectively and efficiently. in this cost menu there are features such as making new fees to record new transaction costs incurred by the company. then at this cost facility can also be done to make the cost of spending using import facilities which can facilitate the accountant in recording the cost of expenditure without having to make costs one by one and facilitate the leadership of the company in monitoring the cost of corporate expenses. then on the cost menu also uses CRUD system (Create, Read, Update, and Delete) which can be done to change the cost that has been made before due to wrong set transaction date and other errors. Can remove expenses that have been paid or paid off of course. By using Online Accounting Software will minimize criminality on the company because it has been certified ISO / IEC 2700. And for important reports such as corporate expenses costs every month has been stored on the Cloud to facilitate the leadership of the company in monitoring financial reports in real-time. On this fee menu accountants can view, add, delete, or change customer data to the company, so it can facilitate in managing and convey information on monthly expenses on the company.
Implementation of E-Commerce Website to Increase Online Sales of Case Study of Baby Wise BSD Tangerang Ahmad, Daelami; Ariessanti, Hani Dewi; Awaliyah, Kholipatul
APTISI Transactions on Management (ATM) Vol 1 No 1 (2017): ATM (APTISI Transactions on Management)
Publisher : Pandawan

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (361.504 KB) | DOI: 10.33050/atm.v1i1.680

Abstract

Today the world of business is growing rapidly so as to stimulate the number of the establishment of companies in various fields. Computers play an important role in every activity in an organization or company. With the computer all the data processing or other important documents can be arranged systematically so that the process of storing and searching data can be more easily and efficiently. Currently there are many companies use the system sales manually, using brochures or print media to find consumers are considered less effective and requires a lot of funds. With the current technological developments, in this study want to try to lift Baby Wise Shop by creating online marketing in the form of website. By using the facilities of computer technology and internet, trying to make sales facilities that can save time then the sales can run well Design sales program created using Dreamweaver CS5, and the database used using Mysql so that the database is stored neatly. The development of this website is expected to be easier for consumers to obtain information about what is offered from Baby Wise Shop. In addition, this online sales website responsive web-based, so that customers can easily buy the latest products, anytime, anywhere want to buy the goods. Keywords​: ​Sales, Information, Customer, Online
Sistem Monitoring Pelaporan Kerja Bulanan PJLP menggunakan Metode Waterfall pada Sekretariat Direktorat Jenderal Aplikasi Informatika Fajri, Syaiful; Ariessanti, Hani Dewi
Jurnal Pendidikan Indonesia Vol. 5 No. 8 (2024): Jurnal Pendidikan Indonesia
Publisher : Publikasi Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59141/japendi.v5i8.3297

Abstract

Sistem Monitoring Pelaporan Kerja Bulanan PJLP Menggunakan Metode Waterfall Pada Sekretariat Direktorat Jenderal Aplikasi Informatika Untuk Meningkatkan Efisiensi Bekerja. Kurangnya sistem yang memadai menghambat kemampuan atasan untuk memantau dan memonitor pekerjaan PJLP dan membuat laporan bulanan yang diharapkan dapat pengambilan keputusan. Tujuan studi ini adalah mengimplementasikan sistem yang efisien untuk menaikkan pengawasan, evaluasi, serta pengambilan keputusan terkait kinerja PJLP. Metode yang dipergunakan meliputi analisis kebutuhan, pengembangan sistem perangkat lunak berbasis web, serta pelatihan. hasil yang diperlukan artinya peningkatan efisiensi operasional, transparansi pada pelaporan, dan kemampuan atasan pada memantau dan mengevaluasi kinerja PJLP.
Sosialisasi Pemanfaatan Layanan G-Suite For Edu (Google Suite for Education) pada SMP Negeri 69 Jakarta: indonesia Aryani, Diah; Siolemba Patiro, Shine Pintor; Ariessanti, Hani Dewi
Universal Raharja Community (URNITY Journal) Vol. 1 No. 2 (2021): URNITY (Universal Raharja Community)
Publisher : UNIVERSITAS RAHARJA

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (388.646 KB) | DOI: 10.33050/urnity.v1i2.1607

Abstract

Education in the current digitalization era requires the ability to adapt to developments in the field of information and communication technology that affect the education system in the digital era. This community service activity aims to take advantage of opportunities by sharing knowledge and increasing knowledge by utilizing information and communication technology by introducing G-Suite for Education as a learning model strategy in the current era of digitalization, especially for teachers of SMP Negeri 69. The method used is the socialization method. practically by providing training and simulating G-Suite for Educations services so that it is hoped that through this socialization it can be achieved understanding and mastery of teachers to be able to use the G-Suite for Education service which consists of Gmail, Calssroom, Docs, Drive and Google Calendar in good learning activities. face-to-face and online. Kata kunci : G-Suite for Education, digitalization era, sharing knowledge
SOSIALISASI TEKNOLOGI AUGMENTED REALITY DALAM MENINGKATKAN HASIL BELAJAR SISWA PADA LINGKUP PENGAJARAN YANG TERINTEGRASI Aryani, Diah; Suharti, Dwi Sloria; Noviandi, Noviandi; Ariessanti, Hani Dewi
Universal Raharja Community (URNITY Journal) Vol. 4 No. 1 (2024): URNITY (Universal Raharja Community)
Publisher : UNIVERSITAS RAHARJA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33050/urnity.v4i1.3047

Abstract

Because of its emphasis on superimposing virtual information on top of real environments, augmented reality (AR) technology in education has emerged as a cutting-edge and promising field in both research and practice. This sets learning in a different context from traditional learning and opens up a whole new creative realm for learning.. The gap between teaching methods and the technological environment is increasing as a result of students' disinterest and low motivation when using traditional teaching approaches as well as teachers' reluctance to implement learning with technology. The lack of knowledge and ability of teachers at SDN Larangan 5, Tangerang City in the use and use of integrated technology in classroom teaching is still limited, especially for Augmented Reality (AR) technology, so boredom and lack of variety in the disclosure of their teaching materials often occur, which has an impact on learning outcomes. which is not optimal. This community service activity aims to achieve knowledge transfer by socializing learning content by utilizing Augmented Reality (AR) technology using a smartphone or tablet which will later be used to see and observe objects from the markers that have been provided. This activity uses the Community-Based Participatory Action Research (CBPAR) method with three core stages of the CBPAR action cycle, namely: planning, implementation and evaluation. And the results of the analysis of this activity state that there has been an increase in knowledge and interest regarding the use of technology, especially Augmented Reality (AR) technology which is included in learning activities with analysis results of 50%. Keywords: Augmented Reality, Community Based Participatory Action Research (CBPAR), learning content
Implementasi Sistem Informasi Penjualan Berbasis Website Sebagai Strategi Digitalisasi UMKM Pada Rano Cake Muhammad Bima Aryantoro; Riya Widayanti; Hani Dewi Ariessanti; Ryan Putra Laksana
Journal of Innovative and Creativity Vol. 5 No. 3 (2025)
Publisher : Fakultas Ilmu Pendidikan Universitas Pahlawan Tuanku Tambusai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/joecy.v5i3.4499

Abstract

Rano Cake merupakan usaha mikro kecil menengah di bidang makanan yang berfokus pada produksi dan penjualan kue dengan sistem pre-order serta layanan langsung. Promosi dan komunikasi pelanggan sebelumnya masih mengandalkan media sosial sehingga menimbulkan kendala berupa perubahan informasi yang tidak konsisten, proses konfirmasi manual, dan pencatatan transaksi yang rawan kesalahan. Penelitian ini bertujuan merancang sistem informasi penjualan berbasis web dengan integrasi gerbang pembayaran untuk menyederhanakan pemesanan, pembayaran, dan pengelolaan transaksi. Metode penelitian yang digunakan bersifat deskriptif kualitatif dengan pengumpulan data melalui observasi, wawancara, dokumentasi, dan studi pustaka. Sistem dikembangkan dengan pendekatan Prototyping menggunakan teknologi Next.js, NestJS, PostgreSQL, dan HeroUI. Hasil pengujian menunjukkan bahwa sistem mampu meningkatkan efisiensi proses bisnis, memberikan transparansi layanan melalui pelacakan pesanan, serta memudahkan pemilik usaha dalam memantau transaksi dan menyusun laporan penjualan.
Perancangan dan Implementasi Aplikasi Virtual Try-On Pakaian dengan Fitur Unggah Model 3D Berbasis Web Menggunakan React dan Three.js Septian, Irfan; Ariessanti, Hani Dewi; Herwanto, Agus; Go, Ratna Yulika
Journal Artificial: Informatika dan Sistem Informasi Vol. 4 No. 1 (2026): April 2026
Publisher : Pustaka Digital Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54065/artificial.1142

Abstract

E-commerce telah berkembang pesat, dengan visualisasi produk dan kecerdasan buatan (AI) menjadi faktor kunci dalam meningkatkan pengalaman pengguna dan membantu pengambilan keputusan pembelian. Penelitian ini bertujuan merancang dan mengembangkan aplikasi web Virtual Try-On untuk produk busana, di mana pengguna dapat melihat pakaian dalam bentuk model 3D interaktif serta memanfaatkan fitur chatbot AI untuk rekomendasi fashion. Aplikasi dibangun menggunakan framework React.js di sisi frontend dan Three.js untuk merender model 3D pakaian yang dapat diunggah (upload) ke sistem. Fitur 3D memungkinkan pengguna memutar, memperbesar, dan melihat pakaian dari berbagai sudut seolah-olah mencobanya secara virtual, memberikan gambaran yang lebih nyata dibanding foto 2D. Selain itu, diintegrasikan AI “Gemini” sebagai virtual stylist – berupa chatbot interaktif yang dapat menjawab pertanyaan seputar produk dan memberikan saran outfit personal. Metodologi penelitian meliputi analisis kebutuhan, perancangan UI/UX, implementasi sistem, serta pengujian fungsional (black-box) dan uji coba pengguna. Hasil implementasi menunjukkan platform e- commerce dengan fitur try-on 3D dan chatbot AI dapat berjalan dengan baik. Pengguna dapat berinteraksi dengan model 3D secara lancar dan mendapatkan rekomendasi fashion secara real-time. Fitur-fitur ini terbukti meningkatkan pemahaman pengguna teqrhadap produk sekaligus memberikan dukungan keputusan yang lebih akurat melalui teknologi AI. Pengujian menunjukkan seluruh fungsionalitas utama sudah sesuai kebutuhan, dan umpan balik pengguna awal mengindikasikan pengalaman belanja yang lebih interaktif, informatif, dan percaya diri dengan adanya visualisasi 3D dan asisten virtual.
Co-Authors Adrianta, Ade Tirta Afridha Septian Yuswanto Ahmad Roihan Ahmad Roihan, Ahmad Ahmad, Daelami Almadani, Rafi Sina Amalia Syahidah Annisa Dwiyanti, Annisa Arnas, Dio Hartawan Ary Budi Warsito Ary Budi Warsito Ary Budi Warsito Awaliyah, Kholipatul Azizah Handayani Putri bayu pamungkas Binastya Anggara Sekti Costa, Pedro Desrianti, Dewi Immaniar Desy Indriyani Diah Aryani, Diah Dian Anggraini Purwaningtyas Erick Febriyanto Ferdiansyah, Januri Haryono Soeparno Hasanuddin, Ardy Satria Heni Handayani, Heni Herwanto, Agus Ichwani, Arief Ichyan Holilan Ifran Sanni Ignatius Joko Dewanto Indrianto Indrianto Iswahyudi, Raden Teddy Jefry Sunupurwa Asri Joko Widiarto Khanna Tiara Khanna Tiara, Khanna Khoirunisa, Alfiah Kurniawan, Andree Maldini Malabay ., Malabay Malabay Malabay Manurung, Edward Boris P Mario Mario Martono Martono Martono Martono Muhamad Yusup Muhammad Bima Aryantoro Nida Hanifah Nizirwan Anwar Noviandi Noviandi, Noviandi Nur Azizah Nurhasni Rumoma Pratama, Saria Rizki Qurotul Aini Raditya, Paramadinah Aqil Radiyanto Radiyanto Rahaman, Mosiur Ratna Yulika Go Rifan Munzilin Riya Widayanti Robbyul Awal Amrullah Rohilah MI, Siti Ela Rohman, Ubaedillah Ryan Putra Laksana Saria Rizki Pratama Septian, Irfan Setiawati, Popong Shine Pintor Siolemba Patiro Sigit Santoso Siti Ela Rohilah MI Suci, Kitab Suharti, Dwi Sloria Supriyono, Ignatius Agus Sutanto, Imam Syahrizal Dwi Putra Syahrizal Dwi Putra Syahrul Naufalrafa Syaiful Fajri Togar Alam Napitupulu Ulum, Muhamad Bahrul Untung Rahardja Wahyu, Sawali Widodo, Agung Mulyo Willi Kornellius Yulhendri Yulhendri Yusuf, Dadi