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Penerapan Data Mining pada Model Clustering Data Kuesioner Mahasiswa terhadap Kinerja Dosen Sholeh, Muhammad; Suraya, Suraya; Andayati, Dina
Eksplora Informatika Vol 13 No 2 (2024): Jurnal Eksplora Informatika
Publisher : Institut Teknologi dan Bisnis STIKOM Bali

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30864/eksplora.v13i2.751

Abstract

Setiap akhir semester hampir semua perguruan tinggi memberikan kuesioner yang wajib diisi oleh mahasiswa. Salah satu parameter yang dievaluasi adalah evaluasi untuk mengukur kinerja dosen. Pertanyaan yang harus dijawab mahasiswa diantaranya keaktifan dosen dalam mengajar, penyampaian materi dan lainnya . Hasil kuesioner dilakukan proses pengolahan dan hasil akhirnya adalah indeks prestasi kinerja dosen. Dalam penelitian ini, dilakukan proses data mining pada datasheet hasil kuesioner. Model data mining akan dilakukan dengan model clustering. Tujuan dari penelitian adalah membuat model Clustering untuk menghasilkan kinerja dosen berdasar pada pengelompokan dengan menggunakan datasheet hasil kuesioner. Hasil pengelompokkan dilakukan dengan melakukan pengujian dengan membuat pengelompokan dari 2-4 kelompok. Metode yang digunakan adalah metode CRISP DM yang terdiri dari business understanding, Data understanding, data preparation, model, evaluasi dan develop. Proses klastering menggunakan aplikasi Rapid miner. Data hasil kuesioner yang sudah dilakukan disimpan dalam bentuk datasheet. Datasheet terdiri dari 118 record dan 12 atribut. Proses pengelompokkan diolah dengan menggunakan model clustering dengan menggunakan algoritma K-Mean. Hasil penelitian adalah proses pengolahan pada datasheet yang dibuat model klasterisasi dengan nilai centroid (k) mulai dari 2 sampai 6. Evaluasi dilakukan dengan menguji performance masing-masing hasil nilai k. Evaluasi dengan menggunakan Davies Bouldin dan hasil klasterisasi dengan nilai k=3 merupakan hasil yang paling kecil yaitu -0.737, sehingga klasterisasi dengan K=3 direkomendasikan menjadi suatu model.
Analisis Kemampuan Berpikir Kritis Siswa Madrasah Tsanawiyah dalam Menyelesaikan Soal pada Materi Fungsi Suraya, Suraya; Al Kusaeri, Al Kusaeri; Hesikumalasari, Hesikumalasari
Jurnal of Math Tadris Vol 4 No 1 (2024): Journal of Math Tadris (jMt)
Publisher : Mathematic Education Departement, State Islamic University of Mataram

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55099/jmt.v4i1.123

Abstract

The aim of this research is to describe the critical thinking abilities of class VIII MTsN 2 Mataram students in solving questions on function material. The sample in this study was 30 students from class VIII-B. The type of research used is descriptive research with a qualitative approach. The subjects in this research were 6 students recommended by the mathematics subject observer teacher for class VIII-B at MTsN 2 Mataram. Sampling in this study used a purposive sampling technique, namely by selecting 2 students in the high category, 2 students in the medium category and 2 students in the low category according to the researcher's objectives. The data collection technique used was a written test with 2 descriptive questions and an interview. The data analysis techniques used are data reduction, data presentation and drawing conclusions. The research results show that students who have high category critical thinking skills fulfill all indicators, namely focus, reason, inference, situation, clarity and overview. Students who have moderate critical thinking skills meet 4-5 indicators, namely reason, inference, situation, clarity and overview. Meanwhile, students who have low critical thinking skills fulfill 1-3 indicators, namely reason, inference and situation.
Pengenalan Teknologi Tepat Guna Pembuatan Telur Asin LABA di Godean Sleman Melalui Program Pengabdian Kepada Masyarakat Parwati, Cyrilla Indri; Sholeh, Muhammad; Hidayat, Taufiq; Suraya, Suraya
Jurnal Pengabdian Masyarakat Bhinneka Vol. 4 No. 1 (2025): Bulan September
Publisher : Bhinneka Publishing

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58266/jpmb.v4i1.457

Abstract

Telur asin merupakan salah satu produk pangan populer dengan kandungan protein, vitamin, dan mineral yang tinggi serta memiliki harga yang terjangkau. Proses pembuatannya yang sederhana dan ketersediaan bahan baku yang mudah diperoleh menjadikan UMKM Telur Asin LABA memilih usaha ini sebagai sumber penghasilan. Bahan baku telur bebek diperoleh dari peternak lokal yang membudidayakan bebek di area persawahan, sehingga kualitas telur yang dihasilkan sangat baik. Selama ini, UMKM Telur Asin LABA masih memproduksi telur asin dengan cara tradisional sehingga produktivitasnya terbatas. Kegiatan Pengabdian kepada Masyarakat (PkM) ini bertujuan menghadirkan teknologi tepat guna untuk mendukung peningkatan pendapatan UMKM Telur Asin LABA. Metode kegiatan yang digunakan meliputi observasi dan identifikasi permasalahan mitra, sosialisasi dan edukasi teknologi tepat guna, serta pendampingan awal dalam penerapan inovasi. Hasil kegiatan menunjukkan bahwa mitra memperoleh pemahaman yang lebih baik mengenai proses produksi telur asin yang lebih efisien dengan memanfaatkan teknologi sederhana. Mitra juga mendapatkan wawasan baru tentang manajemen usaha, khususnya dalam menjaga kualitas produk dan meningkatkan daya saing di pasaran.
MEMPERKUAT LITERASI DIGITAL UNTUK MENANGGULANGI KEKERASAN BERBASIS GENDER DI RANAH VIRTUAL Saragih, Nurhayani; Lorita, Santa; Suraya, Suraya
Community Development Journal : Jurnal Pengabdian Masyarakat Vol. 5 No. 4 (2024): Volume 5 No. 4 Tahun 2024
Publisher : Universitas Pahlawan Tuanku Tambusai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/cdj.v5i4.31505

Abstract

Komisi Nasional Kekerasan Terhadap Perempuan (Komnas Perempuan) mencatat peningkatan signifikan dalam kekerasan terhadap perempuan, menyoroti kebutuhan kritis akan perlindungan hukum yang lebih baik terhadap kekerasan seksual. Mengakui kebutuhan tersebut, kegiatan pelayanan masyarakat telah dikembangkan untuk meningkatkan pemahaman tentang konten media sosial yang tidak pantas, khususnya pelecehan seksual, di kalangan generasi muda. Tujuan utama dari program-program ini adalah untuk meningkatkan kesadaran, mempromosikan penggunaan media sosial yang tepat, dan meningkatkan kesadaran tentang konten berbahaya, khususnya yang berpotensi menyebabkan pelecehan seksual. Program ini berusaha untuk menghindari kejadian semacam itu dan melindungi individu dari menjadi korban di ranah digital, dengan fokus khusus pada menangani isu pelecehan seksual melalui media sosial saat ini. Tujuan utamanya adalah untuk meningkatkan kesadaran tentang pelecehan seksual dan langkah-langkah pencegahan. Sasaran utama di Pulau Pinang adalah buruh Indonesia yang terafiliasi dengan Organisasi Masyarakat Indonesia (Pertubuhan Masyarakat Indonesia, atau PERMAI). Penekanan diberikan pada memberikan pengetahuan untuk membantu individu dalam mengenali dan menghindari konten yang mungkin mengandung pelecehan. Hasil dari upaya-upaya ini akan disebarkan melalui berbagai saluran media massa dan publikasi pelayanan masyarakat, meningkatkan kesadaran secara signifikan dan membentuk perlindungan terhadap pelecehan seksual. Keberhasilan program ini disebabkan oleh pendekatannya yang holistik, yang menggabungkan advokasi hukum, kampanye kesadaran, dan pendidikan yang ditargetkan untuk menciptakan lingkungan yang lebih aman dan berpendidikan, terutama bagi individu yang rentan terhadap risiko pelecehan seksual via media sosial. Kata kunci: Media Sosial dan Pelecehan Seksual, Kekerasan Berbasis Gender.
Learning at Home During the Covid-19 Pandemic by Optimizing Video Based Tutorials Sholeh, Muhammad; Suraya, Suraya; Andayani, Dina
INTENSIF: Jurnal Ilmiah Penelitian dan Penerapan Teknologi Sistem Informasi Vol 5 No 2 (2021): August 2021
Publisher : Universitas Nusantara PGRI Kediri

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (503.416 KB) | DOI: 10.29407/intensif.v5i2.15348

Abstract

The learning process carried out at home during the COVID-19 pandemic demands the creativity of educators so that the material provided can be understood by students. The problems that arise during online lectures are changing the habits of students who always get detailed explanations from lecturers, while in online lectures the interaction between students and lecturers is limited and there are student guidelines for independent study. The research was conducted with the aim of evaluating the learning process at home using video-based tutorials. The methodology is carried out using the ADIIE model. The process of making tutorials is done by making a video story board that will be made and implementing the story board using Camtasia Studio. The results of the study resulted in Structured Programming course material in the form of video tutorials from meetings 1 to 10. The evaluation results showed that 39.1% of students answered very well to the question of whether videos can be used for self-study at home and 60.8% answered quite well.
THE EFFECT OF REBRANDING ON IMAGE OF NEO COMMERCE BANK DURING THE PANDEMIC COVID 19 SURVEY OF JAKARTA GOZCO CUSTOMERS Febrianto, Anggi; Atmodjo, Juwono Tri; Suraya, Suraya
International Journal of Social and Management Studies Vol. 4 No. 2 (2023): International Journal of Social and Management Studies (IJOSMAS)
Publisher : IJOSMAS

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.5555/ijosmas.v4i2.272

Abstract

The Covid 19 pandemic is not just a pandemic but also became a catalyst for various business lines to innovate in order to survive and compete with competitors, Bank Yudha Bhakti now known as Bank Neo Commerce (BNC) is one of the banks that took the Rebranding to deal with Covid 19 exposure. thus objective of this research is to find out how far the change in name, logo, slogan and service has affected the company's image for BNC KCU Jakarta Gozco customers.Some of the theories that serve as tools in this research are systems theory which explains that rebranding or changes that occur within the organization as a result of environmental influences at the same time assessed as an adaptation mechanism which is clarified by organizational communication theory and corporate image theory in the context of corporate communication goals towards external audience to meet customer expectations. This study uses rebranding as an independent variable they are Name, Logo, Slogan and Service on its influence on Company Image as Variable Y. This study used a quantitative approach with a survey method by distributing questionnaires to 180 samples. The type or nature of this research is associative, causal, in this study BNC wants to convey its goal that they have turned into a digital bank through rebranding.The conclusion of this study is that the significance value for the Name variable (X1) to Image (Y) is 0.357> 0.05 and the t-count value to the t table of Name Variable (X1) is 0.923 <1.973 so that the name change has no significant effect, then for the Variable Logo (X2) has a significance value of 0.429> 0.05 and the value of t count to t table is 0.793 <1.973 in other words changes in the logo do not significantly affect BNC image, then Slogan (X3) has a significance value of 0.02 <0.05 while the t count value for the t table is 3.175> 1.973 so that changes in the Slogan have a significant effect on the Image of the Neo Commerce Bank, Service (X4) gets a significance value of 0.00 <0.05 and the t count value on the t table is 3.958> 1.973 so that the change in Slogan has a significant effect to the BNC Image, then simultaneously X1, X2, X3, and X4 to Y have a significance value of 0.000 <0.005 and a calculated F value of 39.702> 2.42 it can be concluded that the change in Name, Logo , Slogan, and Services simultaneously have a significant effect on the BNC Image of Jakarta Gozco KCU customers.
Peningkatan Kinerja Industri Manufaktur di Indonesia Melalui Penurunan High Cost Economy Periode 1990-2003 Gitaharie, Beta Yulianita; Mardanugraha, Eugenia; Nuryakin, Chaikal; Suraya, Suraya
Jurnal Ekonomi dan Pembangunan Indonesia Vol. 8, No. 1
Publisher : UI Scholars Hub

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

The economic crises attacking Asian regions in the mid of /997 have brought depressing impacts to Indonesia's economy. Indonesia experiences a declining share of investment- it is even the lowest amongst neighboring countries. Indonesia also ranks the first position in the issue of inefficiency which further discourages investors to invest in Indonesia. The study focuses on the issue of efficiency in the manufacturing industry whose share in the economy tends to increase during 1988-2005 in a higher percentage than in the agriculture and services sectors. The objectives of the study are two-folds, first is to measure the score ofefficiency in the manufacturing industry in order to identify which in industries are classified as efficient, moderately efficient, or less efficient. Secondly is to identify whether there is an association between input factor or output degree ofprotection and the score of inefficiency ofa 5-digit-ISIC industry. The method employs in the study is the stochastic production frontier where efficiency is an explicit function ,of specifically determining factors. The study finds that wood preservative industry has the highest efficiency score, while garment and textile industry has the lowest. The study also discovers there are more industries with less and moderately efficient classification. Sources of inefficiency are from the high output tariffs, which have potential contributions to high price and less competitive products in the market. The study recommends that manufacturing industries with low scores of efficiency should improve their productivities through lower cost of production. The government has to make effort to reduce tariff for finished goods. Taxes on luxurious goods and duty charges for export oriented industries should be eliminated as an alternative to increase efficiency in the manufacturing industry. Comparative advantages, particularly for linkage industries, should be improved.
Penanaman Nilai Islami Anak Berbasis Literasi Media Visual Bergambar Larasati, Larasati; Harahap, Sartika Dewi; Sofiah, Sofiah; Suraya, Suraya; Futri, Mayana; Halimah, Nur; Arifah, Dinil; Hidayah, Riski
Paedagogie Vol 21 No 1 (2026)
Publisher : Universitas Muhammadiyah Magelang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31603/paedagogie.v21i1.16374

Abstract

This study employed a qualitative approach with a descriptive design aimed at obtaining an in-depth understanding of the utilization of illustrated visual media in early childhood literacy activities. The research subjects were children enrolled in one of the Early Childhood Education (PAUD) institutions. This approach was selected to comprehensively describe the naturally occurring learning process and to capture children's responses during the implementation of literacy activities. Data were collected through participatory observation and documentation techniques. Observation was conducted to directly examine children’s engagement, learning interactions, and the implementation of illustrated visual media in the literacy process. Documentation served as supporting data, including activity records, children’s work, and relevant instructional archives. Data analysis was carried out through the stages of data reduction, systematic data display, and conclusion drawing to generate meaningful findings. The findings revealed that the use of illustrated visual media in literacy activities made a positive contribution to enhancing children’s engagement and active participation during the learning process. The media effectively captured children’s attention, stimulated their interest in learning, and facilitated their understanding of the Islamic values conveyed. Therefore, the use of illustrated visual media can be considered an effective instructional strategy to support literacy development as well as the internalization of values in early childhood education.
Co-Authors Abdul Kadir Adiyanto Adiyanto Al Kusaeri, Al Kusaeri Anandita Eka Setiadi Andayani, Dina Anna, Gita Tri Apriyani, Susan Sri Arifah, Dinil Beta Yulianita Gitaharie Catur Andi Kurnianto Chaikal Nuryakin Cyrilla Indri Parwati Dina Andayati Edhy Sutanta (Jurusan Teknik Informatika IST AKPRIND Yogyakarta) Erna Kumalasari Nurnawat Erna Kumalasari Nurnawati Eugenia Mardanugraha Fajar Suryaningrum Febrianto, Anggi Futri, Mayana Haeril, Haeril Harri Singgih Pratikto Hesikumalasari, Hesikumalasari Hidayah, Riski Iman Saputra, Tegar Satria Indraswari, Desty Irawansyah Irawansyah Juwono Tri Atmodjo Koespradono Koespradono Laksono Trisnantoro Larasati Larasati Larasaty, Debby Lidia Lidia, Lidia Lusiana, Erymitha Muhammad Andang Novianta MUHAMMAD SHOLEH Muhammad Yusuf Mukhlis Ishaka Muldayanti, Nuri Dewi Nur Halimah Nuranilawati, Nuranilawati Nurhayani Saragih Nurianna, Anis Painingsih, Painingsih Prabowo, Fajar Yulianto Rio Chandra, Rio Rr. Yuliana Rachmawati, Rr. Yuliana Samantha, Anastasya Dea Santa Lorita Sartika Dewi Harahap Sofiah Sofiah Suparni Setyowati Rahayu Suraya, Ign. Syamsuddin Syamsuddin Tarta, Efnu Taufiq Hidayat Uning Lestari Yuliana Rachmawati Yuliana Rachmawati K Zaitunah, Anis Zulfa, Dwi Zuliyanto Zuliyanto