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All Journal Jurnal Informatika Teknologi dan Sains (Jinteks)
Made Artana
STMIK Primakara
Computer Science & IT Control & Systems Engineering

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TEXT MINING DALAM ANALISIS SENTIMEN PEMBELAJARAN DARING DI MASA PANDEMI COVID 19 MENGGUNAKAN ALGORITMA K-NEAREST NEIGHBOR Nengah Widya Utami; Made Artana
Jurnal Informatika Teknologi dan Sains Vol 4 No 2 (2022): EDISI 12
Publisher : Program Studi Informatika Universitas Teknologi Sumbawa

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (421.526 KB) | DOI: 10.51401/jinteks.v4i2.2034

Abstract

Sistem pembelajaran di masa pandemi Covid19 ini telah beralih menjadi pembelajaran dalam jaringan (daring). Berbagai komentar baik positif maupun negatif diungkapkan khususnya oleh peserta didik. Mahasiswa STMIK Primakara menyampaikan kritik/saran/pendapat terkait metode atau strategi mengajar yang dilakukan oleh dosen dalam pembelajaran daring melalui sistem SISKA Primakara. pengisian data EDOM oleh mahasiswa dilakukan setiap 6 (enam) bulan sekali. Hingga saat ini data komentar edom berjumlah sangat besar dan belum dimanfaatkan dengan baik. Selain itu, saat ini belum ada strategi yang tepat mengenai metode pembelajaran yang harus diimplementasikan dalam situasi pembelajaran daring. Untuk itu dilakukan penerapan text mining dalam analisis sentiment pembelajaran daring di STMIK Primakara menggunakan algoritma K-Nearest Neighbor (KNN). Hasil penelitian ini diharapkan dapat menjadi acuan dalam penentuan metode dan strategi pembelajaran yang tepat guna tercapainya peningkatan kepuasan mahasiswa dalam pembelajaran daring. Tahapan penelitian meliputi identifikasi masalah, studi literatur, pengumpulan data, text preprocessing (filtering, cleansing, case folding, tokenizing, stemming, stopword, dan cross validation), analisis dan kesimpulan, pembuatan laporan, serta publikasi luaran. Hasil penelitian menunjukkan komentar mahasiswa lebih cenderung sentimen negatif. Persepsi negatif dihasilkan karena ketidakpuasan mahasiswa terhadap pembelajaran daring.
PERANCANGAN DESIGN WEBSITE INKUBATOR BISNIS PRIMAKARA MENGGUNAKAN METODE DESIGN THINKING DAN KANBAN BOARD Tiawan Tiawan; Made Artana; I Kadek Adi Gilang Pratama; I Komang Adi Galang Permana
Jurnal Informatika Teknologi dan Sains (Jinteks) Vol 5 No 3 (2023): EDISI 17
Publisher : Program Studi Informatika Universitas Teknologi Sumbawa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51401/jinteks.v5i3.2776

Abstract

The design of the Primakara business incubator website using Design Thinking, Branding, and Kanban Board methods aims to create a website that is attractive, easy to use and strengthens the Primakara brand. This process involves structured and iterative planning to ensure that the website meets the needs and expectations of users. The Design Thinking method ensures that the website planning process takes into account the needs and expectations of users. This is done by involving users in every planning stage, from problem understanding to solution validation. Branding ensures that the website presents Primakara as a business incubator that is professional, innovative, and has strong values. Branding also ensures that the website has a consistent appearance and strengthens Primakara's identity. The Kanban Board is used to monitor progress and manage tasks in website creation. This ensures that the manufacturing process runs efficiently and related tasks can be properly monitored and managed. The end result of this design is a website that has an attractive appearance, easy navigation, and quality content that presents Primakara as a leading business incubator. Thus, this website can help strengthen Primakara's existence as a trusted business incubator and assist in achieving its goals
Co-Authors I Kadek Adi Gilang Pratama I Komang Adi Galang Permana Nengah Widya Utami Tiawan Tiawan