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Analisis Sentimen Objek Wisata Di Kabupaten Banggai Laut Menggunakan Metode Naive Bayes Fatmawati; Husdi; Kartika Chandra Pelangi; Rofiq Harun
Jurnal Ilmiah Ilmu Komputer Banthayo Lo Komputer Vol 3 No 1 (2024): Mei 2024
Publisher : Teknik Informatika Fakultas Ilmu Komputer Universitas Ichsan Gorontalo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37195/balok.v3i1.882

Abstract

Abstract - are carried out and a place to have fun for a long time to achieve satisfaction, enjoy good service, and bring home beautiful memories of the tourist attractions. In Banggai Laut Regency, many tourist attractions are attractive for tourism activities. The number of visitors increases every year. The discussion about tourist attractions in Banggai Laut Regency is interesting to the local community. There are a lot of public comments about the tourist attractions in Banggai Laut. The number of opinions about tourist attractions in Banggai Laut makes it difficult to determine the sentiment of the comments manually. Therefore, sentiment analysis is required to classify the comments and whether or not they tend to be positive. In this case, this study employs the Naïve Bayes algorithm to classify the problems. Based on the sentiment analysis, it is proven that the Naïve Bayes method or algorithm can classify comments with good results. The accuracy generated in this sentiment analysis is 87%, with a division of training data of 90% and test data of 10%. The acquisition of these accuracy results indicates that the proposed algorithm has a Fairly Good diagnostic level. Keywords: sentiment analysis, tourist attraction, Naïve Bayes
Empowering Sinar Harapan UMKM Coconut Processing and E-Commerce Development in Bongohulawa Village, Gorontalo: Empowering Sinar Harapan UMKM Coconut Processing and E-Commerce Development in Bongohulawa Village, Gorontalo Kartika Chandra Pelangi; Abd Rahmat Karim Haba; Nurhayati Olii; Zohrahayaty
Amalee: Indonesian Journal of Community Research and Engagement Vol. 6 No. 2 (2025): Amalee: Indonesian Journal of Community Research and Engagement
Publisher : LP2M INSURI Ponorogo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37680/amalee.v6i2.8425

Abstract

The Sinar Harapan MSME in Bongohulawa Village has been producing coconut oil due to its easy availability and its conventional sales system. The number of members of the Sinar Harapan MSME is 20. With this program, the membership of Sinar Harapan MSME is expected to increase in the future due to advancements in production and sales systems. The specific purpose of this community service is to develop e-commerce-based marketing strategies and expand market reach. The method used in this service involves training and mentoring on the e-commerce system's processing. The results obtained from this service are based on a questionnaire completed by 100 participants, which indicates that 83% of respondents strongly agree with the quality of the coconut oil produced.