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DATA PROCESSING INFORMATION SYSTEM INVENTORY OF SMP NEGERI 04 CEPIRING BY THIS METHOD ENTERPRISE ARCHITECTURE PLANNING Edy Siswanto
Jurnal Teknik Mesin, Elektro dan Ilmu Komputer Vol. 3 No. 1 (2023): Maret : Jurnal Teknik Mesin, Elektro dan Ilmu Komputer
Publisher : Lembaga Pengembangan Kinerja Dosen

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55606/teknik.v3i1.2007

Abstract

Sekolahan merupakan salah satu lembaga pendidikan formal yang dimiliki oleh pemerintah maupun dimiliki oleh kalangan swasta yang tentunya digunakan oleh masyarakat sekitar dan juga memiliki tujuan dalam rangka untuk memberikan suatu ilmu pengetahuan, memberikan pengembangan diri terhadap siswa, juga memberikan ilmu keterampilan serta kemampuan terhadap siswa maupun siswi. Sekolah Menengah Pertama Negeri 04 Cepiring merupakan bagian dari salah satu lembaga pendidikan yang pada waktu itu pertama kali didirikan pada tahun 1998. selama ini di dalam melakukan olah data inventaris sekolahan di SMP ini menggunakan aplikasi perkantoran yaitu Microsoft Office Word dan juga menggunakan Microsoft Office Excel yang tentunya dalam melakukan proses input data event Aris memakan waktu yang cukup lama dan sehingga Terjadi ketidak efisiensi dalam mengetahui jumlah data inventaris. dalam mengatasi permasalahan-permasalahan yang sudah disampaikan SMP Negeri 04 Cepiring Ini Membutuhkan suatu sistem informasi manajemen dalam upaya untuk mengolah data inventaris. sistem informasi pengolahan data inventaris ini yang nantinya digunakan dalam mengatur segala aktivitas data barang yang ada di dalam SMP dengan menggunakan database dbmsql sebagai databasenya. sistem informasi manajemen pengolahan data inventaris ini diharamkan nanti dapat melakukan olah data yang secara rinci spesifik seperti Data masuk data keluar data barang yang rusak kemudian perpindahan barang dan lain sebagainya.
Penerapan Information Gain Untuk Seleksi Fitur Pada Algoritma Naïve Bayes Untuk Analisis Sentimen Identitas Kependudukan Digital Yuliana Nogo Welan; Alfian Nara Weking; Dominikus Boli Watomakin
Jurnal Teknik Mesin, Elektro dan Ilmu Komputer Vol. 5 No. 2 (2025): Juli : Jurnal Teknik Mesin, Elektro dan Ilmu Komputer
Publisher : Lembaga Pengembangan Kinerja Dosen

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55606/teknik.v5i2.7433

Abstract

The rise of digital technology has driven the Indonesian government to implement Digital Population Identity (IKD) as a solution to enhance public services. However, user reviews on Google Play Store show diverse responses, requiring sentiment analysis to understand public perception. This study aims to improve sentiment classification accuracy on IKD app reviews using the Naïve Bayes algorithm optimized with Information Gain feature selection. The dataset consists of 1,000 Indonesian-language reviews manually labeled and preprocessed using text cleaning and TF-IDF feature representation. To address class imbalance, the SMOTE technique was applied. Experiments were conducted by comparing models without feature selection and balancing against those using Information Gain and SMOTE. Results indicate that the combination of Information Gain and SMOTE significantly enhances model performance, achieving 68,5% accuracy and 53,0% positive F1-Score. These findings confirm that Information Gain is effective in improving sentiment classification efficiency and accuracy. This study provides valuable insights for developing strategies to improve digital service quality. Kata kunci: Analisis Sentimen, Information Gain, Naïve Bayes, Seleksi Fitur, SMOTE.  
Integrating Minangkabau Cultural Values in Teaching Generation Z: A Reflective Practice Study of Lecturers in the Islamic Library and Information Science Program at UIN Mahmud Yunus Batusangkar Sri Wahyuni; Rika Jufriazia Manita; Irwandi Irwandi
International Conference On Religion, Social and Humanities Vol 4 (2025): Religion and Social Transformation in the Digital Era
Publisher : Universitas Islam Negeri Mahmud Yunus Batusangkar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31958/proceedingsoficresh.v4i.129

Abstract

This study aims to analyze lecturers’ reflective teaching practices in integrating Minangkabau cultural values into the learning process within the Islamic Library and Information Science Program (IPII) at UIN Mahmud Yunus Batusangkar, as well as to examine Generation Z students’ perceptions of the implementation of these values.The urgency of this research arises from the ethical and cultural identity challenges faced by students in the digital era, where the dominance of technology often displaces social and spiritual values. This study employed a qualitative approach with a case study design. Data were collected through observations, in-depth interviews with lecturers and students, and document analysis, then analyzed using the Miles and Huberman interactive model.The findings reveal that IPII lecturers perceive Minangkabau cultural values—such as Adat Basandi Syarak, Syarak Basandi Kitabullah and Kato Nan Ampek—as ethical, moral, and local identity guidelines that remain relevant to the learning context. The integration of these values was carried out reflectively through Case-Based Learning, Project-Based Learning, and Reflective Learning approaches, in which students were engaged in contextual activities such as cultural documentary projects. This integration positively influenced students’ character development, particularly in aspects of politeness, social responsibility, and academic communication ethics.Nevertheless, several challenges were identified, including the heterogeneity of students’ cultural backgrounds and the limited internalization of values in daily behavior. The study highlights that the integration of Minangkabau cultural values is not merely a means of preserving local wisdom but also a character education strategy grounded in reflection, aimed at strengthening the identity and morality of Generation Z students in Islamic higher education. Recommendations emphasize the importance of reinforcing culturally-based curricula and implementing adaptive reflective learning models in response to the dynamics of the digital era.

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