Garuda - Garba Rujukan Digital

Comparative Analysis of SVM and NB Algorithms in Evaluating Public Sentiment on Supreme Court Rulings Maulidiana, Putri Dwi Rahayu; Vitianingsih, Anik Vega; Kacung, Slamet; Maukar, Anastasia Lidya; Hermansyah, David
Jurnal Sisfokom (Sistem Informasi dan Komputer) Vol 13, No 2 (2024): JULY
Publisher : ISB Atma Luhur

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32736/sisfokom.v13i2.2116

The legal events that happened to Ferdy Sambo and the Supreme Court’s decision in the cassation triggered emotional reactions and various opinions among the public, especially on social media sites such as Xapps. Some comments reflect people’s concerns about fairness in the legal system. They doubted the integrity of legal institutions or believed that decisions were unfair or in line with vested interests. This research aims to analyze public perceptions of Supreme Court decisions. The research process includes data collection, preprocessing, labeling, weighting, classification using Support Vector Machine and Naïve Bayes, and performance evaluation using a confusion matrix. A dataset of 624 was taken from X apps using the Twitter scraping technique. The lexicon method is used for data labeling, dividing the data into positive, negative, and neutral classes. The analysis results show 46 tweets categorized as positive sentiment, 133 tweets categorized as negative sentiment, and 422 tweets categorized as neutral sentiment. Based on testing with a data ratio of 80:20, both SVM and NB methods show good performance. The SVM criteria showed an accuracy of 0.84, precision of 0.61, recall of 0.78, and f1-score of 0.66, while the NB criteria showed an accuracy of 0.73, precision of 0.37, recall of 0.57, and f1-score of 0.35.

Penggunaan Laboratorium Virtual dalam Meningkatkan Kemampuan Berpikir Kreatif Siswa Sahara, Ani; Sholehah, Azmiatun; Febriani, Putri Ayu; Syaharuddin; Mandailina, Vera; Hermansyah, David
Jurnal Riset Teknologi dan Inovasi Pendidikan (Jartika) Vol. 6 No. 2 (2023): Juni
Publisher : Jurnal Riset Teknologi dan Inovasi Pendidikan (Jartika)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36765/jartika.v6i2.680

Abstrak: Tujuan dari penelitian ini adalah untuk melakukan analisis yang lebih mendalam terhadap peran laboratorium virtual dalam meningkatkan kemampuan berpikir kreatif siswa. Data yang digunakan terdiri dari 46 artikel penelitian yang diterbitkan dalam kurun waktu 5 tahun terakhir. Analisis dilakukan menggunakan metode meta-analisis dengan memanfaatkan nilai effect size (ES) dan standard error (SE), dan hasilnya diolah melalui perangkat lunak JASP untuk mendapatkan nilai summary effect. Hasil penelitian menunjukkan bahwa laboratorium virtual memiliki dampak positif signifikan dalam meningkatkan kemampuan berpikir kreatif siswa, dengan nilai rata-rata sebesar 76% atau 0.76, yang masuk dalam kategori efek tinggi. Lebih lanjut, analisis berdasarkan jenjang pendidikan mengindikasikan bahwa dampak positif ini berbeda-beda, yakni sebesar 74% di tingkat Perguruan Tinggi, 79% di tingkat SMA, dan 71% di tingkat SMP. Terdapat peningkatan nilai yang lebih signifikan pada tingkat SMA, menunjukkan bahwa implementasi laboratorium virtual seharusnya lebih difokuskan di tingkat tersebut di masa mendatang. Abstract: The purpose of this study is to analyze more deeply about virtual laboratories in improving students' creative thinking skills. The data obtained were 46 articles from previous research published in the last 5 years, then analyzed using meta-analysis through the effect size (ES) value and standard error (SE) to see the summary effect value using JASP software. The results show that virtual laboratories can improve students' creative thinking skills with an average value of 76% or 0.76 with a high effect category. Furthermore, the results of the analysis based on the level of education show that the university level has an effect of 74%, high school level of 79%, and junior high school of 71%. The greater value at the high school level, so that in the future, virtual laboratories are highly emphasized to be implemented at the high school level.

PENINGKATAN KREATIVITAS SISWA MELALUI STRATEGI PEMBELAJARAN BERBASIS PROYEK DI MADRASAH IBTIDAIYAH Hermansyah, David; Ali, Mustapa; Aqodiah, Aqodiah
TA'LIM : Jurnal Studi Pendidikan Islam Vol 8 No 1 (2025): January
Publisher : Program Studi Pendidikan Agama Islam Fakultas Agama Islam Universitas Islam Darul 'Ulum Lamongan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52166/talim.v8i1.8249

This study aims to evaluate the implementation of Project-Based Learning (PBL) strategies in enhancing students' creativity at Madrasah Ibtidaiyah. Utilizing a Systematic Literature Review (SLR) method, the research analyzes literature indexed in Scopus, DOAJ, and Google Scholar from 2017 to 2024. The findings reveal that PBL holds significant potential in increasing student engagement, creativity, and problem-solving skills. However, its implementation in Madrasah Ibtidaiyah faces several challenges, including limited resources, time constraints, and insufficient teacher training. Additionally, logistical issues such as large class sizes, inadequate facilities, and difficulties in fostering team collaboration among students pose substantial barriers. The role of teachers as facilitators is crucial in ensuring the success of PBL, yet it requires support through continuous training, curriculum alignment, and effective time management. This study recommends enhancing teacher capacity and developing infrastructure to optimize PBL practices for fostering student creativity.

Mobile Apps Foster Student Self-Awareness and Empathy in Technology Education : Aplikasi Mobile Menumbuhkan Kesadaran Diri dan Empati Siswa dalam Pendidikan Teknologi Hermansyah, David; Aqodiah, Aqodiah; Astini, Baiq Ida; Said, Khaeruddin; Mappanyompa, Mappanyompa; Ali , Mustapa
Pedagogia : Jurnal Pendidikan Vol. 14 No. 1 (2025): February
Publisher : Universitas Muhammadiyah Sidoarjo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21070/pedagogia.v14i1.1795

This study aims to investigate the effectiveness of using mobile applications in fostering self-awareness and empathy among students in the context of character education. The research method used is quantitative with a survey approach. The research subjects consist of 48 students and 14 teachers from elementary, middle, and high school levels. The research instrument used is a Likert Scale questionnaire, consisting of 14 items for teachers and 20 items for students. Data analysis was conducted using a t-test, which showed that there was no significant difference between the responses given by teachers and students regarding the use of mobile applications in developing self-awareness and empathy. Similarly, there was no significant difference between male and female students in terms of their responses to the application. This research provides an important contribution to the understanding of the potential use of technology, particularly mobile applications, in the context of character education. The practical implication of this study is that educators can utilize mobile applications as an effective tool in shaping students' character, regardless of gender. Further research can deepen the understanding of the factors influencing responses to mobile applications and explore more specific strategies for implementing character education through technology.

Implementasi Metode Drill and Practice dalam Meningkatkan Kemampuan Praktik Wudhu Santri TPQ Hermansyah, David; Aqodiah; Khaeruddin Said
Al Qodiri : Jurnal Pendidikan, Sosial dan Keagamaan Vol. 21 No. 3 (2023): Al Qodiri : Jurnal Pendidikan, Sosial dan Keagamaan
Publisher : Lembaga Penelitian, Pengabdian kepada Masyarakat dan Publikasi Ilmiah (LP3M) Institut Agama Islam (IAI) Al-Qodiri Jember, Jawa Timur Indonesia bekerjasama dengan Kopertais Wilayah 4 Surabaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.53515/qodiri.2024.21.3.1213-1222

This research aims to investigate the implementation of the Drill and Practice method in enhancing the ablution (wudhu) practical skills of students at Taman Pendidikan Al-Qur'an (TPQ). The research design employed is quantitative with a pre-test and post-test approach. The instrument utilized consists of a set of 5 essay questions. The research subjects encompassed 17 TPQ students participating in the learning program utilizing the Drill and Practice method. The research findings indicate that the average pre-test score was 82.35, while the post-test score increased to 91.54. This signifies a significant improvement in ablution practical skills following the implementation of the Drill and Practice method. The N-Gain analysis yielded an average of 0.48 (moderate category) or 48.07% in percentage terms (moderately positive category). These findings affirm the effectiveness of the Drill and Practice method in enhancing the ablution practical skills of TPQ students. This research contributes to the understanding of instructional methods that can be implemented in the context of religious education. The practical implications of this study can serve as a reference for TPQ administrators and educators to enhance the quality of religious education, particularly in the daily practice of rituals such as ablution. Keywords: Drill and Practice Method; Religious Understanding; Religious Character; Ablution.

Comparative Analysis of SVM and NB Algorithms in Evaluating Public Sentiment on Supreme Court Rulings Maulidiana, Putri Dwi Rahayu; Vitianingsih, Anik Vega; Kacung, Slamet; Maukar, Anastasia Lidya; Hermansyah, David
Jurnal Sisfokom (Sistem Informasi dan Komputer) Vol. 13 No. 2 (2024): JULY
Publisher : ISB Atma Luhur

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32736/sisfokom.v13i2.2116

The legal events that happened to Ferdy Sambo and the Supreme Court’s decision in the cassation triggered emotional reactions and various opinions among the public, especially on social media sites such as Xapps. Some comments reflect people’s concerns about fairness in the legal system. They doubted the integrity of legal institutions or believed that decisions were unfair or in line with vested interests. This research aims to analyze public perceptions of Supreme Court decisions. The research process includes data collection, preprocessing, labeling, weighting, classification using Support Vector Machine and Naïve Bayes, and performance evaluation using a confusion matrix. A dataset of 624 was taken from X apps using the Twitter scraping technique. The lexicon method is used for data labeling, dividing the data into positive, negative, and neutral classes. The analysis results show 46 tweets categorized as positive sentiment, 133 tweets categorized as negative sentiment, and 422 tweets categorized as neutral sentiment. Based on testing with a data ratio of 80:20, both SVM and NB methods show good performance. The SVM criteria showed an accuracy of 0.84, precision of 0.61, recall of 0.78, and f1-score of 0.66, while the NB criteria showed an accuracy of 0.73, precision of 0.37, recall of 0.57, and f1-score of 0.35.

Pelatihan Membaca Al Qur'an dengan Metode Tahsin Tilawah Untuk Meningkatkan Kualitas Bacaan Bagi Remaja Masjid Nurul Iman Sumbawa Hermansyah, David; Aqodiah, Aqodiah
Abdimas Mandalika Vol 3, No 2 (2024): Februari
Publisher : Universitas Muhammadiyah Mataram

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31764/am.v3i2.21118

Abstrak: Kemampuan membaca Al-Qur’an merupakan kemampuan yang harus dimiliki oleh seorang muslim karena membaca Al-Qur’an merupakan petunjuk hidup dan sumber inspirasi. Kegiatan PKM ini bertujuan untuk meningkatkan kualitas bacaan Al-Qur'an bagi remaja Masjid Nurul Iman Sumbawa melalui pelatihan menggunakan metode Tahsin Tilawah. Tahapan kegiatan terdiri dari pra kegiatan, pelaksanaan kegiatan dan evaluasi. Hasil pelatihan menunjukkan adanya peningkatan kemampuan tilawah pada diri mitra dengan rata-rata skor sebesar 11,73. Sedangkan rata-rata persentase (%) peningkatan kemampuan tilawah mitra pada masing-masing tingkatan nada atau bacaan diantaranya ta’awudz sebesar 47,27, basmalah sebesar 47,27, qoror (nada dasar) sebesar 38,18, nawa (menengah) sebesar 36,36, jawab (tinggi) sebesar 34,55, jawabul jawab (tertinggi) sebesar 30,91. Hal ini menandakan kegiatan berjalan dengan lancar memberikan kontribusi positif terhadap pengembangan kualitas bacaan Al-Qur'an remaja Masjid Nurul Iman Sumbawa.Abstract: The ability to read the Qur'an is an ability that must be possessed by a Muslim because reading the Qur'an is a guide to life and a source of inspiration. This PKM activity aims to improve the quality of Qur'an reading for teenagers of Nurul Iman Mosque Sumbawa through training using the Tahsin Tilawah method. The stages of activities consist of pre-activity, implementation of activities and evaluation. The results of the training showed an increase in recitation skills in partners with an average score of 11.73. While the average percentage (%) increase in the ability of tilawah partners at each level of tone or reading including ta'awudz of 47.27, basmalah of 47.27, qoror (basic tone) of 38.18, nawa (intermediate) of 36.36, answer (high) of 34.55, answerul jawab (highest) of 30.91. This indicates that the activity runs smoothly making a positive contribution to the development of the quality of Qur'an reading for teenagers of Nurul Iman Mosque Sumbawa.

STRATEGI PERLINDUNGAN DAN PEMELIHARAAN TARI TRADISIONAL DALAM ERA DIGITAL Hermansyah, David; Hasanah, Niswatun; Khairunnisa, Khairunnisa; Malini, Helma; Apriani, Dwi Anggi; Aisah, Aisah
Gesture: Jurnal Seni Tari Vol. 13 No. 1 (2024): Gesture: Jurnal Seni Tari (April)
Publisher : Universitas Negeri Medan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24114/gjst.v13i1.56421

Penelitian ini bertujuan untuk melakukan tinjauan literatur sistematis terhadap peran teknologi digital dalam perlindungan dan pemeliharaan tari tradisional di era digital. Metode penelitian yang digunakan adalah sistematis literatur review dengan sumber literatur yang dipilih dari pengindeks Scopus, DOAJ, dan Google Scholar, dengan rentang tahun terbit antara 2013-2023. Hasil penelitian menunjukkan bahwa penggunaan teknologi digital memiliki peran yang signifikan dalam memperkuat upaya perlindungan, pemeliharaan, dan pengembangan tarian tradisional. Studi-studi yang dilakukan mengungkap bahwa teknologi digital memberikan kontribusi positif terhadap berbagai aspek, seperti promosi, dokumentasi, penyimpanan, dan pengajaran tentang tarian tradisional. Meskipun demikian, ditemukan juga beberapa tantangan dan kesenjangan dalam penerapan teknologi digital dalam konteks pelestarian budaya ini. Penelitian ini memberikan wawasan yang berharga bagi pembuat kebijakan, praktisi budaya, dan akademisi dalam mengembangkan strategi yang berkelanjutan dalam memelihara kekayaan budaya yang tak ternilai harganya di era digital.

EKSISTENSI PENDIDIKAN ISLAM DI INDONESIA: SEBUAH SYSTEMATIC LITERATURE REVIEW Hermansyah, David; Astini, Baiq Ida; Armayadi, Yoga; Aisah, Aisah; Nabila, Putri; Apriani, Dwi Anggi
Bestari: Jurnal Pendidikan dan Kebudayaan Vol. 5 No. 1 (2024): April 2024
Publisher : Sekolah Tinggi Keguruan dan Ilmu Pendidikan (STKIP) Melawi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46368/bjpd.v5i1.1937

Penelitian ini bertujuan untuk menyelidiki eksistensi pendidikan Islam di Indonesia melalui review hasil dari beberapa jurnal yang telah dipublikasikan sebelumnya. Metode yang digunakan dalam penelitian ini adalah Metode Systematic Literature Review (SLR), yang memungkinkan identifikasi, peninjauan, evaluasi, dan interpretasi seluruh penelitian yang relevan dengan topik fenomena yang menarik, khususnya terkait dengan pertanyaan penelitian yang telah ditetapkan. Melalui pendekatan ini, dilakukan review dan identifikasi jurnal secara sistematis dengan mengumpulkan dan mereview artikel-artikel yang membahas eksistensi pendidikan Islam di Indonesia yang dipublikasikan dalam rentang waktu 2013 hingga 2023. Sebanyak 56 artikel jurnal atau prosiding telah digunakan dalam penelitian ini, yang diperoleh melalui aplikasi DOAJ, SCOPUS, dan Google Scholar. Hasil dari penelitian ini diharapkan dapat memberikan pemahaman yang mendalam tentang konsep pendidikan Islam di Indonesia, termasuk perkembangan, dinamika, tantangan, integrasi teknologi, serta persepsi dan dukungan masyarakat terhadapnya. Dengan demikian, penelitian ini diharapkan dapat memberikan kontribusi yang signifikan dalam pengembangan pendidikan Islam di Indonesia, serta memberikan landasan yang kuat bagi penelitian lebih lanjut di bidang ini.

MEMPERDALAM KHUSYU' DI SETIAP RAKAAT: PELATIHAN GERAKAN DAN BACAAN SHOLAT BAGI SANTRI TPQ NURUL IMAN SUMBAWA Hermansyah, David; Yaqin, Husnul; Annisa; Kamula, Ega Ade; Harimansyah, Reza; Syaharuddin
Jurnal Abdi Insani Vol 11 No 1 (2024): Jurnal Abdi Insani
Publisher : Universitas Mataram

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29303/abdiinsani.v11i1.1361

Sholat memiliki peran penting dalam menggapai kebahagiaan dunia dan akhirat. Namun masih banyak ditemui para siswa secara umum dan santri secara khusus belum bisa melakukan peragaan sholat secara benar dan tepat. Program pengabdian masyarakat ini bertujuan untuk menyelenggarakan pelatihan peragaan gerakan dan bacaan sholat bagi santri di TPQ Nurul Iman Sumbawa. Dalam upaya mencapai tujuan ini, kegiatan pelatihan dan pendampingan dilakukan secara holistik, mencakup penyampaian materi, sesi praktik, serta proses evaluasi. Partisipan dalam kegiatan ini melibatkan 27 orang santri dari TPQ tersebut. Hasil evaluasi menunjukkan bahwa terdapat pencapaian yang positif dalam pelaksanaan takbir dan Al-Fatihah dengan nilai rata-rata mencapai 100%. Namun, terdapat tingkat pencapaian yang relatif rendah dalam pelaksanaan bacaan Tasyahud dengan nilai rata-rata sebesar 51%. Hasil dari pengabdian ini memberikan gambaran tentang aspek-aspek yang berhasil dan tantangan yang dihadapi dalam praktik sholat di lingkungan TPQ Nurul Iman Sumbawa. Informasi ini diharapkan dapat menjadi landasan bagi pengembangan strategi lebih lanjut guna meningkatkan pemahaman dan pelaksanaan sholat yang konsisten dan tepat sesuai dengan ajaran agama Islam, guna manfaat bersama bagi masyarakat setempat.

Title

Found 10 Documents
Search

Abstract

Abstract

Abstract

Abstract

Abstract

Abstract

Abstract

Abstract

Abstract

Abstract

Title Search

Found 10 Documents Search

Abstract

Abstract

Abstract

Abstract

Abstract

Abstract

Abstract

Abstract

Abstract

Abstract

Title

Found 10 Documents
Search