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All Journal TEKNIK INFORMATIKA Media Mahardhika ComTech: Computer, Mathematics and Engineering Applications Jurnal Multidisiplin Sahombu Jurnal Abdimas Terapan Melior : Jurnal Riset Pendidikan dan Pembelajaran Indonesia Lucerna : Jurnal Riset Pendidikan dan Pembelajaran Journal of Education, Linguistics, Literature, and Art Antropocene : Jurnal Penelitian Ilmu Humaniora
Erna Hayati, Erna
FKIP Universitas Syiah Kuala
Religion Agriculture, Biological Sciences & Forestry Arts Humanities Civil Engineering, Building, Construction & Architecture Computer Science & IT Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Engineering Environmental Science Immunology & microbiology Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Mathematics Social Sciences Other

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ANALISIS DISKRIMINAN DAN MULTIVARIATE ADAPTIVE REGRESSION SPLINE (MARS) UNTUK MEMPREDIKSI FINANCIAL DISTRESS PADA PERUSAHAAN MANUFAKTUR DI BEI Hayati, Erna; Novitasari, Diah Ayu; Rosdiyati, Rosdiyati
Media Mahardhika Vol 17 No 1 (2018): September 2018
Publisher : STIE Mahardhika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29062/mahardika.v17i1.55

Abstract

Business competition that is very tight in the current era of globalization, requires companies to be able to maintain their performance. Companies that are not able to compete are feared to experience financial distress until it leads to bankruptcy. Considering the importance of predicting financial distress for company managers, investors, creditors and decision-making institutions, it is necessary to make a prediction model for financial distress. Financial distress prediction model that was first developed by Altman, using the statistical method, Discriminant Analysis. In its use, Discriminant Analysis has the disadvantage of having to fulfill certain assumptions related to the predictor measurement scale, the relationship between predictors and distribution along with predictors. In this research a prediction model of financial distress will be made using a new method, Multivariate Adaptive Regression Spline (MARS). MARS was chosen because this method was developed using a nonparametric approach, so it does not require certain assumptions and is more flexible. The MARS method and Discriminant Analysis will be used to make predictive models of financial distress in manufacturing companies listed on the Indonesia Stock Exchange. The modeling resulting from the MARS and Discriminant Analysis methods will then be compared to the accuracy of the predictions. The results of this study indicate that the MARS model has a smaller classification error and is statistically consistent than the Discriminant Analysis method.
Pendekatan Orang Tua Dalam Membentuk Perilaku Sosial Anak Desa Sriwijaya Kota Kualasimpang Kabupaten Aceh Tamiang Prasetya, Wendy; Maimun, Maimun; Hayati, Erna; Yusuf, Rusli
Melior : Jurnal Riset Pendidikan dan Pembelajaran Indonesia Vol. 2 No. 1 (2022): Mei
Publisher : Actual Insight

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56393/melior.v2i1.1298

Abstract

Tujuan dari penelitian ini untuk mengetahui Pendekatan paling dominan diterapkan oleh orang tua di Desa Sriwijaya dalam membentuk prilaku sosial anak dan peran yang dilakukan orang tua di Desa Sriwijaya dalam membentuk prilaku sosial anak. Pendekatan yang digunakan adalah pendekatan kualitatif dengan jenis penelitian deskriptif. Sumber data dalam penelitian ini adalah sebanyak 10 orang tua di Desa Sriwijaya.Teknik pengumpulan data menggunakan wawancara dan angket. Hasil penelitian ini menunjukkan (1)Pendekatan paling dominan diterapkan oleh para orang tua di Desa Sriwijaya yaitu pendekatan demokratis.Hal tersebut terlihat dengan keadaan berkehidupan sosial masyarakat di Desa Sriwijaya yang rata-rata tidak terlalu mengekang anak-anak mereka serta juga para orang tua di Desa Sriwijaya tidak terlalu melepas anak-anak mereka kedunia luar, dalam arti kata masih dalam jangkauan pantauan orang tua.(2) Peran orang tua membentuk perilaku sosial anak di Desa Sriwijaya masih terbilang dalam pengawasan dan memberikan peran penting dalam pembentukan perilaku sosial anak.(3) Kepada masyarakat, untuk mematuhi aturan yang telah dibuat dan membuat contoh yang baik kepada anak-anak.
Pembentukan Sikap Bela Negara Bagi Siswa Melalui Kegiatan Saka Wira Kartika di Sekolah Menengah Atas Kota Banda Aceh Hayati, Erna; Maimun, Maimun; Marzuki, Khaidir
Melior : Jurnal Riset Pendidikan dan Pembelajaran Indonesia Vol. 3 No. 1 (2023): Mei
Publisher : Actual Insight

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56393/melior.v3i1.1647

Abstract

Salah satu masalah yang dihadapi oleh bangsa Indonesia saat ini adalah menurunnya semangat nasionalisme dan patriotisme di antara generasi muda. Penelitian ini bertujuan untuk (1) mengetahui kegiatan proses pembentukan sikap bela negara bagi siswa melalui kegiatan Saka Wira Kartika di Sekolah Menengah Atas Kota Banda Aceh, (2) mengetahui faktor pendukung dan hambatan-hambatan Saka Wira Kartika dalam pembentukan sikap bela bagi siswa di Sekolah Menengah Atas Kota Banda Aceh. Metode penelitian dengan pendekatan kualitatif. Lokasi penelitian di Komando Distrik Militer 0102/BS. Data dikumpulkan menggunakan tiga observasi, wawancara, dan dokumentasi. Hasil penelitian ini memperlihatkan bahwa kegiatan yang diselenggarakan oleh Saka Wira Kartika di Komando Distrik Militer 0102/BS merupakan kegiatan rutinitas yang melibatkan teori dan praktek meliputi krida navigasi darat, krida pioneering, krida mountainering, krida survival, dan krida penanggulangan bencana. Kemudian faktor penghambat yaitu siswa yang bentrok kegiatan antara aktifitas di sekolah dan di Saka Wira Kartika, dan selain itu faktor pendukung diantaranya terdiri dari bantuan dari sekolah, pemerintah, dan peminjaman sarana dan prasarana dari Kwartir Cabang Pramuka setempat.
Pemanfaatan Internet Sebagai Sumber Belajar Bagi Siswa di SMA Negeri 1 Bandar Baru Kabupaten Pidie Jaya-Aceh Maishara, Fitria; Maimun, Maimun; Saiful, Saiful; Hayati, Erna
Lucerna : Jurnal Riset Pendidikan dan Pembelajaran Vol. 3 No. 2 (2023): November
Publisher : Actual Insight

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56393/lucerna.v3i2.1299

Abstract

Penelitian ini berkaitan tentang: Pemanfaatan Internet Sebagai Sumber Belajar Bagi Siswa di SMA Negeri 1 Bandar Baru. Tujuan penelitian ini adalah untuk: (1) Mendeskripsikan pemanfaatan internet sebagai sumber belajar bagi siswa di SMA Negeri 1 Bandar Baru. (2) Mendeskripsikan kendala dalam memanfaatkan internet sebagai sumber belajar bagi siswa di SMA Negeri 1 Bandar Baru. (3) Mengetahui faktor pendukung dalam pemanfaatan internet sebagai sumber belajar bagi siswa di SMA Negeri 1 Bandar Baru.Penelitian ini menggunakan pendekatan kualitatif dengan jenis penelitian deskriptif. Teknik pengumpulan data dilakukan melalui wawancara, dan observasi. Subjek dalam penelitian ini adalah 6 orang guru dan 8 siwa. Teknik analisis data yaitu reduksi data, penyajian data, dan penarikan kesimpulan/verifikasi. Hasil penelitian ini menunjukkan bahwa: (1) Pemanfaatan internet sebagai sumber belajar bagi siswa di SMA Negeri 1 Bandar Baru diterapkan oleh seluruh siswa mulai dari kelas X, XI dan XII. Sekolah telah menyediakan fasilitas berupa komputer dan wifi yang dapat digunakan oleh siswa. Penggunaan internet sebagai sumber belajar digunakan melalui berbagai aplikasi pembelajaran seperti Google, YouTube dan WhatsApp. Adapunwaktu yang dihabiskan oleh siswa untuk mengakses internet yaitu kurang dari 1 jam disetiap pelajaran.Intenet digunakan untuk mencari materi, membuat tugas, membagikan bahan pelajaran, diskusi online dan mengakses tayangan video. (2) Kendala atau hambatanyang dihadapi dalam pemanfaatan intenet sebagai sumber belajar bagi siswa di SMA Negeri 1 Bandar Baru yaitu jaringan internet yang tidak selalu stabil, beberapa materi yang di dapatkan di internet susas dipahami, tidak semua materi ditemukan di internet, adanya web yang tidak bisa diakses atau di kunci, dan munculnya kelalaian siswa yang muncul dari penggunaan intenet sebagai sumber belajar.(3)Faktor pendukung dalam pemanfaatan intenet sebagai sumber belajar bagi siswa di SMA Negeri 1 Bandar Baru yaitu Sumber bacaan di intenet lebih lengkap dan mempermudah dalam mengerjakan tugas, membantu guru dalam menyampaikan materi, tuntutan dari guru, biaya yang tidak mahal, lebih cepat dalam mencari informasi (mudah diakses), adanya perizinan membawa Handphone, dan suasana belajar yang lebih aktif dan menarik.
Comparative analysis of adherence to rules and regulations in public and religious schools in Sabang City Maimun; Oktaviani, Alfi; Hayati, Erna
Journal of Education, Linguistics, Literature, and Art Vol. 1 No. 1 (2023): October 2023
Publisher : Institute of Education and Social Research

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62568/ella.v1i1.59

Abstract

Education is a process of changing the behavior of students, meanwhile, school is a vehicle for developing the behavior of students who have not been able to play its role optimally. This study aims to determine the differences in obedience to the rules between SMA Negeri 1 Sabang dan MAN Sabang, to find out the factors that form student obedience to the rules in SMA Negeri 1 Sabang and MAN Sabang. This study uses a mix methods research that combines quantitative and qualitative research. The results showed that (1) there were differences in student obedience to dicipline between public schools an religious schools with a sig value of 0,029 < 0,05. (2) the factors that form student obedience to discipline are influenced by two factors, namely internal factor and external factors and with the support of school and community environmental factors.
Implementation of Clustering and Association for Early Warning of Disasters in Bojonegoro Regency Nurdiansyah, Denny; Hayati, Erna; Purnamasari, Ika; Hidayanti, Anna Apriana; Rahayu, Yuliana Fuji
ComTech: Computer, Mathematics and Engineering Applications Vol. 15 No. 2 (2024): ComTech
Publisher : Bina Nusantara University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21512/comtech.v15i2.11933

Abstract

The research aimed to analyze the relationships between different types of disasters, assess the likelihood of disaster occurrences, and enhance knowledge and understanding of disaster patterns in Bojonegoro Regency. The goal was to enable better disaster prediction and preparedness in the future. The methods applied included mapping, clustering using the K-means algorithm, and association rule mining with the Apriori algorithm. Secondary data were obtained from the National Disaster Management Agency and the Bojonegoro Regency Regional Disaster Management Agency Office, covering eight types of disasters. The results reveal that the K-means model groups the data into 5 clusters from 28 sub-districts in Bojonegoro. There are 13 sub-districts in Cluster 0, 1 sub-district in Cluster 1, 4 sub-districts in Cluster 2, 6 sub-districts in Cluster 3, and 4 sub-districts in Cluster 4. The association rule analysis produces four association rules using a minimum support of 10% and a minimum confidence of 50%. The findings highlight that the Ngasem and Bojonegoro sub-districts require more focused disaster management. The fourth association rule has the highest confidence level at 78.79%, indicating that forest and land fires are likely to follow when drought occurs. The research implies that it can support more targeted disaster management focusing on high-risk sub-districts such as Ngasem and Bojonegoro. The originality of the research lies in its novel application of clustering and association rules to analyze disaster patterns in the region, with implications for more targeted disaster mitigation strategies.
The Effect Of Career Development And Work Motivation On The Lamongan District DPRD Secretariat Employee Performance Hayati, Erna; Rifatul Chasanah; Frisca Dinda Melania; Awaliyah Ramadhani Oktaviani; Maulida El Salbiyah; Meyalda Jasmine Shayna; Akhmad Sheva Pratama; Erik Fajar Setiawan; Dhea Muzdalifah
Jurnal Multidisiplin Sahombu Vol. 5 No. 01 (2025): Jurnal Multidisiplin Sahombu (2025)
Publisher : Sean Institute

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

Abstract

This research aims to investigate the influence of career development and work motivation on the Regional People’s Representative Council (DPRD) Secretariat of Lamongan District employees’ performance. The sample used consisted of 35 respondents from the Lamongan District DPRD Secretariat. The software used in the data analysis of this research is SPSS with the multiple linear regression analysis method. The results in this study reveal that career development and work motivation affected the Lamongan District DPRD Secretariat employees’ performance. Additionally, both variables also have a significant influence with a contribution of 69,9%. The findings of this research could be helpful as a guidance for the leadership and policymarkers at the Lamongan District DPRD Secretariat with the aim of improving employee performance.
Peningkatan Kualitas Guru Melalui Komunitas: Pelatihan dan Pendampingan Penyusunan Perangkat Pembelajaran Untuk Mendukung SDGs-4 Septaria, Kiki; Fatharani, Atika; Sholihin, Miftahus; Kholiq, Abdul; Zamroni, Moh. Rosidi; Hendratmoko, Ahmad Fauzi; Hayati, Erna; Azizah, Luluk Nur; Leksana, Dinar Mahdalena
Jurnal Abdimas Terapan Vol. 4 No. 2 (2025): JURNAL ABDIMAS TERAPAN (MEI)
Publisher : Program Vokasi Universitas Negeri Gorontalo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56190/jat.v4i2.84

Abstract

Peningkatan kualitas guru merupakan elemen krusial dalam mewujudkan pendidikan berkualitas yang sejalan dengan prinsip SDGs-4. Meski demikian, banyak guru menghadapi tantangan dalam menyusun perangkat pembelajaran berbasis Kurikulum Merdeka, terutama dalam mengintegrasikan nilai-nilai keberlanjutan, inklusivitas, dan teknologi pembelajaran. Kegiatan pengabdian kepada masyarakat ini bertujuan untuk memberikan pelatihan dan pendampingan kepada guru di Madrasah Aliyah Negeri (MAN) 1 Lamongan dalam menyusun perangkat pembelajaran yang relevan dan inovatif. Metode kegiatan mencakup identifikasi kebutuhan guru, pelatihan intensif, pendampingan berkelanjutan, evaluasi, serta publikasi dan penyebarluasan hasil kegiatan. Dampak dari kegiatan ini menunjukkan bahwa kompetensi guru dalam menyusun perangkat pembelajaran yang sesuai dengan Kurikulum Merdeka telah meningkat secara signifikan. Terdapat 90% guru berhasil membuat perangkat pembelajaran yang berkualitas, serta 75% guru mampu meningkatkan keterampilan teknologinya. Kegiatan ini juga menciptakan dampak jangka panjang dengan membentuk komunitas belajar guru sebagai wadah pengembangan profesional berkelanjutan dan penyebaran praktik terbaik kepada guru-guru lain di wilayah sekitar. Manfaat dari kegiatan ini tidak hanya memperkuat kapasitas guru di MAN 1 Lamongan, tetapi juga memberikan kontribusi signifikan terhadap pengembangan pendidikan berbasis SDGs-4 di tingkat lokal dan nasional.
Evaluating BiLSTM  Performance with BERT, RoBERTa, and DistilBERT in Online Bullying News Detection Zamroni, Moh. Rosidi; Sholihin, Miftahus; Hayati, Erna; Rahayu A Hamid; Nurul Aswa Omar
JURNAL TEKNIK INFORMATIKA Vol. 18 No. 2: JURNAL TEKNIK INFORMATIKA
Publisher : Department of Informatics, Universitas Islam Negeri Syarif Hidayatullah

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15408/jti.v18i2.42459

Abstract

This study examines the performance of BiLSTM combined with three transformer-based word embeddings—BERT, RoBERTa, and DistilBERT—in classifying bullying news in online media. BiLSTM was chosen for its significant advantages in processing text sequences compared to traditional RNN and LSTM models. The study used a dataset of 2,800 articles from three major Indonesian news portals, with 2,000 articles for training and 800 for testing, labeled using the lexicon method. The testing results showed that the combination of BiLSTM and RoBERTa achieved the best performance, with an accuracy of 94% and a near-perfect precision of 99%. Statistical significance tests confirmed that BiLSTM with RoBERTa performs significantly better than with BERT or DistilBERT. These findings suggest that the BiLSTM and RoBERTa combination is the most effective for classifying bullying news, especially for new or unseen data. This research contributes to the development of automatic bullying content detection systems to enhance content moderation on news platforms.
DETEKSI DEPRESI PADA SISWA BERBASIS WEB (STUDI KASUS: MTs TERPADU RAUDLATUL QUR’AN LAMONGAN) Sholihin, Miftahus; Leksana, Dinar Mahdalena; Hayati, Erna; Kholiq, Abdul; Zamroni, M. Rosidi; Anam, M. Khairul; Sulaiman, Akhmad Nurali; Umam, Moch. Zuhrul; Fatkhul U, M. Miftah; Prastowo, Diko
Jurnal Abdimas Terapan Vol. 3 No. 2 (2024): JURNAL ABDIMAS TERAPAN (MEI)
Publisher : Program Vokasi Universitas Negeri Gorontalo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56190/jat.v3i2.58

Abstract

This Students' mental health in the school environment is becoming increasingly important. Depression, as a severe mental health disorder, can have a negative impact on students' well-being and academic achievement if it is not detected and treated appropriately and quickly. This service program aims to detect depression in MTs Roudlatul Qur'an students as early as possible to reduce the risk of ongoing depression. This can be done by building a website-based system that students can use to detect depression independently. This system was created to make it easier for students to recognize the early symptoms of depression by selecting the symptoms according to what they are experiencing. With this system, it is hoped that it can prevent depression as early as possible for students and teachers quickly and more efficiently, thereby reducing students who are at risk of experiencing depression. Apart from that, the system provides valuable information for students and teachers to understand depression more deeply and find ways to overcome it. Through this program, it is hoped that awareness of the importance of mental health in the school environment can increase and create a healthier and more supportive learning environment for all students.
Co-Authors Abdul Kholiq Ahmad Fauzi Hendratmoko Akhmad Sheva Pratama Anam, M. Khairul Anna Apriana Hidayanti Awaliyah Ramadhani Oktaviani Azizah, Luluk Nur Denny Nurdiansyah Dhea Muzdalifah Dinar Mahdalena Leksana 1 Erik Fajar Setiawan FATHARANI, ATIKA Fatkhul U, M. Miftah Frisca Dinda Melania Ika Purnamasari KIKI SEPTARIA M. Rosidi Zamroni Maimun Maimun Maimun Maishara, Fitria Marzuki, Khaidir Maulida El Salbiyah Meyalda Jasmine Shayna Miftahus Sholihin Munazar, Ari Novitasari, Diah Ayu Nurul Aswa Omar Oktaviani, Alfi Prasetya, Wendy Prastowo, Diko Rahayu A Hamid Rahayu, Yuliana Fuji Rifatul Chasanah Rosdiyati, Rosdiyati Rusli Yusuf Saiful Saiful Sanusi Sanusi Sulaiman, Akhmad Nurali Umam, Moch. Zuhrul