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Naive Bayes and Wordcloud for Sentiment Analysis of Halal Tourism in Lombok Island Indonesia Irvandi, Irvandi; Irawan, Bambang; Nurdiawan, Odi
INNOVATICS: International Journal on Innovation in Research of Informatics Vol 5, No 1 (2023): Maret 2023
Publisher : Department of Informatics, Siliwangi University, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37058/innovatics.v5i1.6675

Abstract

Lombok is one of the halal tourist destinations in Indonesia and has been recognized by the world. To examine these assumptions based on sources from tourist opinion, it is necessary to carry out a sentiment analysis whether their presence is as expected. Google Maps is a platform that can show the location of the island of Lombok along with written reviews from tourists who have visited. The collection of review data is done through the Web Scraping technique on the Google Maps Review, then the data is processed using RapidMiner. The algorithm used is Naive Bayes, an algorithm that uses probability or the concept of opportunity in classification. A word cloud visualization is also displayed to bring up words that tourists often say. 1493 data were obtained after Web scraping and cleansing had been labeled with positive and negative sentiment categories. Preprocessing is carried out which includes tokenize, filter token by length, transform case, stopword, and stemming, then classification using the Naive Bayes algorithm. From the results of testing the Naive Bayes algorithm model, an accuracy rate of 74.75%. Word Cloud visualization also found the top words included "indah", "wisata". “pantai”, “alam”, “gunung”, and “masjid”.
Analysis of Law Enforcement Against Children as Perpetrators of Violent Theft: A Case Study of the Southeast Aceh Police Irvandi, Irvandi; Ramadhan, M. Citra; Frensh, Wenggedes
Journal of Public Representative and Society Provision Vol. 5 No. 1 (2025): Journal of Public Representative and Society Provision
Publisher : Pusat Studi Pembangunan dan Pemberdayaan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55885/jprsp.v5i1.494

Abstract

Law enforcement against children as perpetrators of violent theft is a complex issue that requires special attention, especially in the application of the principle of restorative justice in accordance with Law Number 11 of 2012 concerning the Juvenile Criminal Justice System (SPPA). This study aims to analyze the applicable legal rules, the implementation of law enforcement by the Southeast Aceh Police, as well as the obstacles faced in handling cases of children as perpetrators of violent theft. The research method used is qualitative with a case study approach, which involves in-depth interviews, observations, and document studies. The results of the study show that the rule of law prioritizes the principles of child rehabilitation and protection through a diversion mechanism to prevent children from the formal criminal justice system. The Southeast Aceh Police has tried to apply this principle, despite facing various obstacles, such as limited facilities for children, lack of trained human resources, and low public understanding of the restorative approach. This research emphasizes the importance of a holistic approach that involves various parties to increase the effectiveness of law enforcement against children. Support in the form of training officials, improving child-friendly facilities, and community education is needed to ensure the success of a fair juvenile criminal justice system and support the social reintegration of child offenders. Thus, this system can function optimally to protect children's rights, create justice for victims, and restore social harmony.
Relevansi Pancasila Dalam Penemuan Hukum di Indonesia (Studi Pembentukan Hukum Nasional dan Penegakan Hukum di Indonesia) Irvandi, Irvandi; Gubawan, Endy; Triadi, Irwan
Mutiara: Multidiciplinary Scientifict Journal Vol. 3 No. 10 (2025): Mutiara: Multidiciplinary Scientifict Journal
Publisher : Al Makki Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.57185/mutiara.v3i10.449

Abstract

nasional mengandung suatu konsekuensi bahwa segala aspek pembangunan hukum dalam kerangka pembangunan nasional harus mendasarkan kepada hakikat nilai-nilai Pancasila. Penelitian ini bertujuan untuk menganalisis kedudukan Pancasila dalam pembentukan hukum nasional dan mengkaji perannya dalam penegakan hukum di Indonesia. Proses pembentukan hukum nasional harus menginternalisasikan nilai-nilai Pancasila. Penegasan konstitusi tersebut mengandung makna bahwa di Negara Republik Indonesia yang berlandaskan Pancasila, hukum mempunyai peranan yang mendasar dan mempunyai arti yang sangat strategis bagi sasaran pembangunan yang telah, sedang dan akan dilaksanakan. Dalam rangka mewujudkan masyarakat Indonesia yang adil dan makmur berdasarkan Pancasila dan Undang-Undang Dasar 1945, maka penegakan hukum harus dipelihara dengan baik melalui sistem dan pranata hukum yang baik berakar pada nilai-nilai wawasan kebangsaan dan kepentingan nasional. Penegakan hukum merupakan usaha untuk mewujudkan ide-ide tersebut menjadi kenyataan. Penelitian ini menggunakan metode normatif, dengan pendekatan konsep dan perundang-undangan. Hasil penelitian menunjukkan bahwa Pancasila menjadi landasan filosofis dalam pembentukan hukum nasional, yang mengharuskan seluruh produk hukum mencerminkan kelima sila. Dalam penegakan hukum, Pancasila membimbing hakim untuk menafsirkan hukum bukan hanya secara tekstual tetapi secara substantif berdasarkan nilai-nilai yang hidup di masyarakat.
Pengaruh Sanksi Perpajakan dan Sistem Samsat Drive Thru terhadap Kepatuhan Wajib Pajak Kendaraan Bermotor Irvandi, Irvandi; Praditha, Riza
Tangible Journal Vol. 8 No. 2 (2023): Vol. 8 No. 2 Desember 2023
Publisher : Lembaga Penelitian dan Pengabdian kepada Masyarakat (LPPM) STIE Tri Dharma Nusantara

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.53654/tangible.v8i2.381

Abstract

This study aims to determine the effect of tax sanctions and the drive thru samsat system on motor vehicle taxpayer compliance. The data uses quantitative data sourced from primary data in the form of a questionnaire. The population used in this study are two-wheeled motorized vehicle taxpayers who are registered on the SAMSAT drive thru. Through the incidental sampling method, 115 taxpayers were sampled in this study. The results of this study indicate that tax sanctions and the drive thru samsat system have a positive and significant effect on motor vehicle taxpayer compliance.