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ANALISIS SENTIMEN PENGGUNA APLIKASI SHOPEE PADA GOOGLE PLAY STORE MENGGUNAKAN METODE RANDOM FOREST Muhammad Zainal Abidin; Mochammad Alfan Rosid; Ade Eviyanti
STORAGE: Jurnal Ilmiah Teknik dan Ilmu Komputer Vol. 4 No. 3 (2025): Agustus
Publisher : Yayasan Literasi Sains Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55123/storage.v4i3.6027

Abstract

Penelitian ini berfokus pada analisis sentimen untuk mengevaluasi kepuasan pelanggan terhadap aplikasi Shopee, dengan menggunakan komentar-komentar yang diunggah di Google Play Store sebagai sumber data utama. Sebanyak 5.000 data komentar dikumpulkan dalam rentang waktu yang relevan, yaitu dari Desember 2024 hingga Maret 2025. Metodologi yang diterapkan adalah klasifikasi dengan menggunakan algoritma Random Forest Classifier. Hasil analisis menunjukkan bahwa sentimen dominan yang diekspresikan oleh pengguna adalah positif, yang mengindikasikan tingkat kepuasan yang baik terhadap aplikasi tersebut. Model Random Forest yang digunakan berhasil mencapai nilai akurasi sebesar 88%. Angka ini menunjukkan bahwa algoritma tersebut cukup efektif dalam mengklasifikasikan sentimen komentar pengguna. Sebagai kontribusi utama, penelitian ini menyediakan wawasan terkini mengenai persepsi pelanggan berkat penggunaan data yang sangat baru. Temuan ini tidak hanya memvalidasi efektivitas Random Forest dalam tugas analisis sentimen, tetapi juga memberikan informasi berharga bagi pihak Shopee untuk memahami pandangan pengguna dan membuat keputusan strategis guna meningkatkan layanan.
Membentuk Ketahanmalangan Anak di Lingkungan Sekolah Melalui Permainan Tradisional Ratri Nuria; Muhammad Zainal Abidin
Kiddo: Jurnal Pendidikan Islam Anak Usia Dini SPECIAL EDITION: ARAKSA I
Publisher : Institut Agama Islam Negeri Madura

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.19105/kiddo.v1i1.12478

Abstract

Efforts to optimize children's development are based on strengthening children's resilience to adversity. One way to build children's resilience is by facilitating children to play outdoors, namely through traditional games. In this research, traditional games were limited to Gobak Sodor and Skipping Rope by examining 25 children aged 5-7 years. The research was carried out in 2 cycles to get results on indicators (1) Solving problems independently, the results of cycle 1 were 63%, while the results of cycle II were 97%; (2) Not giving up easily, the results in cycle I were 67%, while in cycle II it was 94%; (3) Hardiness results in cycle I were 67%, while in cycle II it was 93%; (4) Liked the challenge, getting results in cycle I was 65%, while in cycle II it was 98%; (5) Dare to take risks and the results in cycle I were 68%, while in cycle II the results were 95%.Efforts to optimize children's development are based on strengthening children's resilience to adversity. One way to build children's resilience is by facilitating children to play outdoors, namely through traditional games. In this research, traditional games were limited to Gobak Sodor and Skipping Rope by examining 25 children aged 5-7 years. The research was carried out in 2 cycles to get results on indicators (1) Solving problems independently, the results of cycle 1 were 63%, while the results of cycle II were 97%; (2) Not giving up easily, the results in cycle I were 67%, while in cycle II it was 94%; (3) Hardiness results in cycle I were 67%, while in cycle II it was 93%; (4) Liked the challenge, getting results in cycle I was 65%, while in cycle II it was 98%; (5) Dare to take risks and the results in cycle I were 68%, while in cycle II the results were 95%.
Peran Kelompok Tani dalam Program Kemitraan Konservasi secara Syariah pada Balai Besar Taman Nasional Gunung Leuser Andi Fauzan R. Pohan; Muhammad Zainal Abidin
Jurnal Penelitian Ekonomi Akuntansi Vol 8 No 1 (2024)
Publisher : Program Studi Akuntansi Fakultas Ekonomi Universitas Samudra

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33059/jensi.v8i1.10093

Abstract

This research aims to determine the role of the Conservation Forest Farmer Group (KTHK) in the conservation partnership program and the income level of the Conservation Forest Farmer Group (KTHK) in Gumpang Lempuh Village, Putri Betung District, Gayo Lues Regency. The results of the research show that there is a very significant role of farming communities who are members of the Conservation Forest Farmers Group (KTHK), there is a high active role of participation from farming communities who are members of KTHK in the implementation stages of the conservation partnership program in Gumpang Lempuh village, Putri Betung District, Gayo Regency Lues. The results of this research show a very significant role from members of the Conservation Forest Farmers Group (KTHK) in Gumpang Lempuh Village, Putri Betung District, Gayo Lues Regency in the program. This is evident from the data obtained in the field at each stage of the conservation partnership program in Gumpang Lempuh Village, Putri Betung District, Gayo Lues Regency, which is very high. The five types of forestry commodities that have been produced by the Geumpang Lempuh Village Conservation Forest Farmers Group in this partnership program include chilies, cocoa, candlenuts, bananas and ginger.
SHIFTING CULTURAL VALUES IN THE MAULID PROPHET TRADITION IN BONDOWOSO Heridianto; Muhammad zainal Abidin; Yusaul Anwar
Qolamuna : Jurnal Studi Islam Vol. 11 No. 02 (2026): Februari 2026
Publisher : STIS MIFTAHUL ULUM LUMAJANG PRESS (STISMU PRESS)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55120/qolamuna.v11i02.2442

Abstract

The tradition of the Prophet's Birthday is a religious as well as a cultural expression that is full of social and spiritual values. However, modernization has given rise to a shift in the form of practice, such as food treats that used to be eaten together after Mahallul Qiyam and then closed with prayer, now replacing catering box rice that is taken home, and bherkat containing processed community products turned into matta'an store food. This phenomenon is interesting to study because it shows a shift in the value of togetherness and cultural identity. The research question is how the change in the tradition of the Prophet's Birthday is understood in the framework of local wisdom and its implications for the social, spiritual and cultural values of the community. The novelty of this research lies in the analysis of the Maulid tradition through intellectual reflection based on local wisdom. Previously, studies highlighted more aspects of ritual and history, while the aspect of shape change in the context of modernization was less considered. The research method uses a qualitative descriptive analytical approach through observation, interviews and documentation. The results of the study show that the change in the Prophet’s Birthday has an impact on three main dimensions. First, social values have been reduced because togetherness and mutual cooperation are decreasing. Second, spiritual values are maintained through prayer, prayer and Mahallul Qiyam, but tend to be individualized so that it has the potential to reduce the collective religious experience. Third, cultural values face homogenization that erodes local identity, as distinctive symbols such as Bherkat are replaced by uniform products from modern stores. This finding leads to a theoretical finding in the form of the concept of Homogenization of Religious Culture, which is when local traditions that were once full of wisdom are now standardized by modern consumption patterns (catering and manufactured products). Local uniqueness is blended into a consumptive culture that emphasizes efficiency rather than meaning. Keywords : Cultural Shift, Prophet's Birthday Tradition, Bondowoso.