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Journal : Jurnal Indonesia Sosial Teknologi

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Designing a Web-Based Employee Task Management Information System at CV Achai Berkat Sejahtera Fauzaini, Fadhlan Fakhrizal; Wasino, Wasino; Sutrisno, Tri
Jurnal Indonesia Sosial Teknologi Vol. 5 No. 8 (2024): Jurnal Indonesia Sosial Teknologi
Publisher : Publikasi Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59141/jist.v5i8.1317

Abstract

Designing a Web-based Employee Task Management Information System on CV. Achai Berkat Sejahtera is a plan made to assist business owners in employee management and help employees communicate an obstacle in an organized manner so that communication misses do not occur. Designing CV Employee Task Management Information System. Achai Berkat Sejahtera has features such as Employee Task Management Systems and a dashboard for admins to see employee performance. The design of this Information System uses the Waterfall System Development Life Cycle (SDLC) development methodology. The database that this application uses uses a MySQL database. The programming languages used are HTML, CSS, JS, and PHP with the Bootstrap Framework and CodeIgniter which produce attractive and dynamic web applications. With a dynamic web application, it will be able to help admins and employees in accessing and processing data.
Sentiment Analysis on Skincare Product Reviews Using Lexicon-Based and Comparison of SVM Kernel Lestari, Lutfiana Sinta; Sutrisno, Tri; Lewenusa, Irvan
Jurnal Indonesia Sosial Teknologi Vol. 5 No. 11 (2024): Jurnal Indonesia Sosial Teknologi
Publisher : Publikasi Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59141/jist.v5i11.8769

Abstract

The skincare industry has seen remarkable growth in recent years, fueled by increasing public awareness of skincare and beauty. As awareness of the importance of skincare grows, skincare products are becoming more popular. The skincare brands available on the market today are diverse. However, not all skincare products offer the same quality, and some are more suitable for specific skin types or concerns, depending on the ingredients used and product formulation. To help consumers understand skincare reviews, this study conducts sentiment analysis on skincare products, identifying whether reviews tend to be positive, negative, or neutral. The sentiment analysis utilizes a lexicon-based approach with comparisons of various SVM kernels, including linear, polynomial, RBF, and sigmoid. Additionally, this research applies the Term Frequency-Inverse Document Frequency (TF-IDF) for word weighting. The study results indicate that the best performance was achieved with the Sigmoid and Linear kernels when no oversampling technique was applied. The results for the linear kernel without balancing achieved 81.83% accuracy, 77.46% precision, 81.83% recall, and 79.53% F1 score. Meanwhile, the Sigmoid kernel yielded 81.83% accuracy, 77.39% precision, 81.83% recall, and 79.53% F1-score.
Co-Authors Achmad Faqih Adi Prawito Afsari, Murnika Alami, Rahmalina Alamsyah, Fawwazi Alyuan Dasira Aminuyati Anjelie, Mega Karina Aqil, Ibnu ARDAN, MOHAMAD Atiek Sri Purwati Bagus Mulyawan Chandriyani, Ika Claudia, Stefanny Daniel, Andrew Davyn Dedi Trisnawarman Desi Arisandi Dyah Erny Herwindiati El-Yunusi, Muhammad Yusron Maulana Ery Dewayani Fatimah, Rahmi Faurani I Santi Singagerda Fauzaini, Fadhlan Fakhrizal Fauzi, Aditia Hakiki, Nisa Handoyo, Rico Haris Farsya, Muhammad Yana Harvian, Rayvaldi Hasanah9, Uswatun Hasrianto, Hasrianto Henry, OK Hilmy, Zakwan Hugeng Hugeng Hutagalung, Maasyithah Irvan Lewenusa, Irvan Jinan, Anisatul Kenny Kenny Kiftiyah, Anifatul Koko Prasetyo, Koko Larasati, Anggita Lestari, Indri Lestari, Lutfiana Sinta Maesaroh, Syti Sarah Maghfiroh, Nuzul Mahendra, Rezza Adiluhung Prasetya Maryono Maryono Meidawati Suswandari, Meidawati Mendita, Gaizka Moefty Mahendra, Moefty Para Mitta Purbosari Paradika Angganing Pradana Putra, Andrew Prasetya, Aldy Prasetya, Rezza Adiluhung Purbosari, Paramitta Putra, Aji Widya Putri, Diri Anindyah Qonitah Dwi Robbyantoh, Karel Prasetya Rosyidi, Moh. Alfin Sagaro, Ariya Sangkhawan, Thammanoon Sari, Nurratri Kurnia Sarwahita, Salsabila Adwitiya Setiawan, Muhammad Ikhsan Setyani, Dwi Subekti, Anjas Asmara Sukamdani, Ryan Rici Suryana, Yono Susilo, Trisno Swardana, Ardli Syahrul R, Syahrul Tintin Febrianti Tjengharwidjaja, Adryan Tyas Adi, Fajar Undari, Amelia Putri Viny Christanti M Wasino Wasino Widianto, Brian Kurniawan Wulandari Wulandari Yoewono, Gregorius Farrel Yuanita FD Sidabutar Zaki Prawira, Muhammad