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All Journal Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Awang Long Law Review
Hanif, Muhammad Fauzan
Unknown Affiliation
Computer Science & IT Control & Systems Engineering Education Electrical & Electronics Engineering Engineering Law, Crime, Criminology & Criminal Justice

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Klasifikasi Sentimen Ulasan Aplikasi Threads Berbasis Algoritma Naive Byaes dan Metode Root Caus Analysis Hanif, Muhammad Fauzan; Wijoyo, Satrio Hadi; Putra, Widhy Hayuhardhika Nugraha
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 8 No 6 (2024): Juni 2024
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

Internet telah mengubah berbagai aspek kehidupan manusia, termasuk cara berkomunikasi dan berinteraksi dalam dunia virtual. Salah satu fenomena yang muncul adalah penggunaan media sosial, seperti aplikasi Threads, yang memungkinkan pengguna untuk berpartisipasi dalam grup diskusi berdasarkan minat mereka. Namun, berdasarkan ulasan di Google Play Store, aplikasi ini mendapatkan berbagai keluhan terkait fitur dan performa. Oleh karena itu, penelitian ini berfokus pada analisis sentimen ulasan aplikasi Threads untuk memahami persepsi pengguna. Metode Naïve Bayes digunakan untuk mengklasifikasikan ulasan menjadi sentimen positif atau negatif. Selain itu, penelitian ini juga mencari akar penyebab dari sentimen negatif untuk mengetahui keunggulan dan kelemahan aplikasi Threads. Data ulasan yang digunakan berjumlah 500 data. Pengujian hasil model menggunakan algoritma Naïve Bayes mencapai nilai accuracy 88% dengan nilai tingkat precision 85.7%, recall 87.8%, dan F1-score 86.6%. Berdasarkan hasil klasifikasi, dilakukan Root Cause Analysis yang dibagi menjadi tiga aspek yaitu pembaruan dan peningkatan, fungsionalitas, serta desain dan antarmuka pengguna. Selanjutnya peneliti melakukan identifkasi serta analisis permasalahan pada setiap aspek tersebut sehingga mencapai akar permasalahan. Setelah mengetahui akar permasalahan, peneliti memberikan rekomedasi Solusi pada setiap aspek dari permasalahan aplikasi Threads.
IMPLICATIONS OF IMPLEMENTING BEHAVIOR CHANGES IN ABUSE OF DOMINANT POSITION BASED ON BUSINESS COMPETITION LAW Hanif, Muhammad Fauzan; Sudaryat, Sudaryat; Suryamah, Aam
Awang Long Law Review Vol. 7 No. 2 (2025): Awang Long Law Review
Publisher : Sekolah Tinggi Ilmu Hukum Awang Long

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56301/awl.v7i2.1524

Abstract

Abuse of a dominant position is one type of violation that can provide an opportunity to change behavior. The mechanism for providing behavioral change in the abuse of a dominant position has implications for the KPPU, the reported party, and competing business actors. In terms of providing an opportunity to change behavior, the Commission Council considers the type of violation, the time of the violation and the losses caused by the violation. There is no further explanation regarding the criteria for providing an opportunity to change behavior, so legal construction is needed. This research was carried out using a normative juridical approach. Specifications: This research is descriptive analytical in nature, namely the data obtained will be described in this research by providing an overview of legal problems, the legal system and reviewing or analyzing them according to the needs of the research. The results of the research show the implications that arise in providing behavioral changes for violations of abuse of a dominant position which are contrary to the principle of legal certainty. Changes in behavior in the abuse of a dominant position will open up opportunities for the reporter to design abuse strategies in the future with different strategies. Per se approach indicators are needed to perfect the legal construction of providing behavioral changes for abuse of a dominant position. The KPPU can apply an alternative approach by carrying out analysis if the perpetrator abuses a dominant position at the same time committing a violation that meets the elements in another article, behavior change can be rejected.
Co-Authors Aam Suryamah Satrio Hadi Wijoyo Sudaryat Sudaryat, Sudaryat Widhy Hayuhardhika Nugraha Putra