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All Journal Jurnal Edukasi Elektro Dekave : Jurnal Desain Komunikasi Visual BIMASTER Publikasi Pendidikan Jurnal Anestesi Perioperatif JURNAL KEDOKTERAN KOMUNITAS DAN TROPIK Jurnal Ilmiah Mahasiswa FEB Jurnal Pengabdian Kepada Masyarakat Sakai Sambayan Jurnal Teknologi Informasi dan Ilmu Komputer Mozaik Humaniora KOMUNIKE: Jurnal Komunikasi Penyiaran Islam eUREKA : Jurnal Penelitian Mahasiswa Teknik Sipil dan Teknik Kimia IJFAC (Indonesian Journal of Fundamental and Applied Chemistry) KOMUNIKA Al-Wijdan : Journal of Islamic Education Studies Sinkron : Jurnal dan Penelitian Teknik Informatika Jurnal CoreIT Syntax Literate: Jurnal Ilmiah Indonesia JURNAL ILMIAH INFORMATIKA JMM (Jurnal Masyarakat Mandiri) Pedagogik Journal of Islamic Elementary School Martabe : Jurnal Pengabdian Kepada Masyarakat MAGNA MEDICA: Berkala Ilmiah Kedokteran dan Kesehatan JURNAL PENDIDIKAN TAMBUSAI YUSTISI International Journal of Community Service Learning IKRA-ITH EKONOMIKA KOMPUTEK Jurnal Ilmiah Ecosystem Al-Falah: Jurnal Ilmiah Keislaman dan Kemasyarakatan Jurnal Gentala Pendidikan Dasar MULTINETICS Diklat Review : Jurnal manajemen pendidikan dan pelatihan Dinasti International Journal of Management Science JURNAL PENELITIAN PERAWAT PROFESIONAL Journal Ilmiah Rinjani : Media Informasi Ilmiah Universitas Gunung Rinjani Journal of Energy and Electrical Engineering (JEEE) Community Development Journal: Jurnal Pengabdian Masyarakat Jurnal Digital Teknologi Informasi Jurnal Pengabdian kepada Masyarakat Nusantara Jurasik (Jurnal Riset Sistem Informasi dan Teknik Informatika) Wedana: Jurnal Kajian Pemerintahan, Politik, dan Birokrasi Yustisi: Jurnal Hukum dan Hukum Islam SPRINTER: Jurnal Ilmu Olahraga Jurnal Kesehatan Tambusai Jurnal Ilmiah Wahana Pendidikan Jurnal Penelitian dan Pengukuran Psikologi: JPPP Jurnal Ekonomi KIAT INSPIREE: Indonesian Sport Innovation Review International Journal of Community Service JEMBATAN (Jurnal Ekonomi, Manajemen, Bisnis, Auditing, dan Akuntansi) Empiricism Journal Law Development Journal Sinar Sport Journal Arus Jurnal Sosial dan Humaniora Tasamuh: Jurnal Komunikasi dan Pengembangan Masyarakat Islam Jurnal Ilmiah Teknik Mesin, Elektro dan Komputer (JURITEK) Jurnal Akuntansi, Manajemen Dan Ekonomi Islam (JAM-EKIS) Jurnal Teknologi Lingkungan Lahan Basah Journal of Student Development Informatics Management (JoSDIM) Jurnal Talenta Sipil Profisiensi : Jurnal Program Studi Teknik Industri JOMPA ABDI: Jurnal Pengabdian Masyarakat Edukasia: Jurnal Pendidikan dan Pembelajaran Journal of Comprehensive Science Takuana: Jurnal Pendidikan, Sains, dan Humaniora Asia Pacific Journal of Management and Education MASALIQ: Jurnal Pendidikan dan Sains Biological Environment and Pollution Jurnal Teknik Sipil Macca Prosiding Seminar Nasional Hasil Penelitian Sains, Teknik dan Aplikasi Industri Fakultas Teknik Universitas Lampung eProceedings of Art & Design Jurnal Indonesia Sosial Sains SAINTI: Majalah Ilmiah Teknologi Industri Journal of Public Health Concerns ATHENA: Journal of Social Culture and Society Dikdimas : Jurnal Pengabdian Kepada Masyarakat JTPVI: Jurnal Teknologi dan Pendidikan Vokasi Indonesia Ezra Science Bulletin OMNICODE Journal (Omnicompetence Community Developement Journal) Biner : Jurnal Ilmu Komputer, Teknik dan Multimedia JIM: Jurnal Ilmiah Mahasiswa Pendidikan Sejarah Cendikia: Jurnal Pendidikan dan Pengajaran Recursive Journal of Informatics Journal of Management Accounting, Tax and Production JSE: Jurnal Sharia Economica Journal Customary Law Indonesian Journal of Law and Justice Sharia Economic and Management Business Journal (SEMBJ) Da'watuna: Journal of Communication and Islamic Broadcasting MARAS : Jurnal Penelitian Multidisplin Indonesian Journal of Interdisciplinary Islamic Studies (IJIIS) JISH (Jurnal Ilmu Syariah dan Hukum) Jurnal Ilmiah Nusantara JURNAL ILMIAH WAHANA LAUT LESTARI (JIWaLL) International Journal of Research in Counseling Journal of Management Education Social Sciences Information and Religion Jurnal Multidisiplin Journal of Economics and Management DBESTI: Journal of Digital Business and Technology Innovation Jurnal Bisantara Informatika Seminar Nasional Riset dan Teknologi (SEMNAS RISTEK) Journal of Muhammadiyah’s Application Technology Prosiding SNTTM JPEMAS: Jurnal Pengabdian Kepada Masyarakat TATHO: International Journal of Islamic Thought and Sciences Journal of Education and Social Science Advance Sustainable Science, Engineering and Technology (ASSET) Jurnal Ragam Pengabdian Jurnal Sistem Komputer (SISKOM) Scinary : Science of Information and Library Adabiyah Islamic Journal Jurnal Ilmu Sosial dan Humaniora Jurnal Pintar Pengabdian dan Pemberdayaan Masyarakat International Journal of Technology and Modeling JILMATEKS Jurnal Ilmiah Mahasiswa Teknik Sipil Bijaksana: Jurnal Pengabdian Masyarakat Nemui Nyimah Faiyadhah Recursive Journal of Informatics
Muhammad Fikri
Universitas Bakrie
Religion Aerospace Engineering Agriculture, Biological Sciences & Forestry Arts Humanities Astronomy Automotive Engineering Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Chemistry Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Dentistry Earth & Planetary Sciences Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Health Professions Immunology & microbiology Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Materials Science & Nanotechnology Mathematics Mechanical Engineering Medicine & Pharmacology Neuroscience Nursing Physics Public Health Social Sciences Transportation Veterinary Other

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Analisis Lalu Lintas Dan Persepsi Masyarakat Sebagai Dasar Evaluasi Rencana Pelebaran Jalan Poros Kambo Nur, Muh. Iqra; Natsir, Rakhmawati; Fikri, Muhammad
Jurnal Ilmiah Ecosystem Vol. 25 No. 3 (2025): Ecosystem Vol. 25 No 3, September - Desember Tahun 2025
Publisher : Lembaga Penelitian dan Pengabdian kepada Masyarakat

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35965/eco.v25i3.7988

Abstract

Penelitian ini bertujuan untuk mengetahui kondisi eksisting serta volume lalu lintas pada Jalan Poros Kambo, serta menganalisis faktor-faktor yang berpengaruh signifikan terhadap persepsi masyarakat mengenai dampak pelebaran jalan tersebut. Penelitian ini menggunakan metode kuantitatif deskriptif dengan lokasi penelitian di Jalan Poros Kambo sepanjang 5,07 km, tepatnya pada STA 07+000 – STA 12+070 dari pusat Kota Palopo. Hasil penelitian menunjukkan bahwa Jalan Poros Kambo merupakan jalan lokal kelas IV dengan dua lajur dua arah dan perkerasan lentur, namun belum dilengkapi bahu jalan dan trotoar, sehingga ruang gerak kendaraan dan pejalan kaki terbatas. Volume lalu lintas tertinggi tercatat sebesar 1007,7 smp/hari pada hari Sabtu dengan nilai derajat kejenuhan (DJ) sebesar 0,759 atau tingkat pelayanan (LOS) D, yang menunjukkan jalan telah mendekati kapasitas maksimum dan berpotensi menimbulkan kemacetan. This study aims to determine the existing condition and traffic volume on Kambo main road, and analyze the factors that significantly influence public perception regarding the impact of the road widening. This study uses a descriptive quantitative method with the research location on Jalan Poros Kambo along 5.07 km, precisely at STA 07+000 – STA 12+070 from the center of Palopo City. The results show that Jalan Poros Kambo is a class IV local road with two lanes, two directions and flexible pavement, but is not equipped with shoulders and sidewalks, so that the movement of vehicles and pedestrians is limited. The highest traffic volume was recorded at 1007.7 pcu/day on Saturday with a degree of saturation (DJ) value of 0.759 or a level of service (LOS) D, which indicates that the road has approached maximum capacity and has the potential to cause congestion.
Pengaruh Penggunaan Limbah Abu Cangkang Sawit Sebagai Filler Pada Campuran Aspal AC – WC dengan Variasi Perendaman Hartini, Wayan Juni; Jusmidah, Jusmidah; Fikri, Muhammad; Nurhidayah, Nurhidayah; Sudirman, Sudirman
Jurnal Ilmiah Ecosystem Vol. 25 No. 3 (2025): Ecosystem Vol. 25 No 3, September - Desember Tahun 2025
Publisher : Lembaga Penelitian dan Pengabdian kepada Masyarakat

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35965/eco.v25i3.7991

Abstract

Penelitian ini bertujuan untuk mengetahui pengaruh variasi waktu perendaman terhadap sifat-sifat campuran aspal Asphalt Concrete – Wearing Course (AC-WC) yang menggunakan limbah abu cangkang sawit sebagai filler. Metode penelitian ini adalah studi literatur dan pengujian laboratorium. Variasi abu cangkang sawit yang digunakan sebesar 0%, 2%, 4%, 6%, dan 8%, kemudian dilakukan pengujian Marshall serta perendaman pada variasi waktu (1 hari, 2 hari, dan 3 hari) untuk mengamati perubahan stabilitas dan durabilitas pada campuran. Hasil penelitian penambahan abu cangkang sawit sebagai filler pada campuran aspal AC-WC dengan variasi perendaman menunjukkan bahwa abu cangkang sawit pada variasi 4% dan 6% memberikan hasil terbaik pada semua durasi perendaman, baik 1, 2, dan 3 hari. Hal ini menunjukkan bahwa abu cangkang sawit dapat meningkatkan daya tahan terhadap air dan kestabilan campuran aspal. Hingga pada durasi perendaman 3 hari campuran dengan variasi abu cangkang sawit 4% dan 6% tetap menunjukkan kinerja baik, menandakan bahwa abu cangkang sawit ini berkontribusi terhadap ketahanan air campuran aspal, juga mampu meningkatkan kinerja mekanis tanpa mengganggu keseimbangan antara agregat, filler, dan aspal. This study aims to determine the effect of variations in soaking time on the properties of the Asphalt Concrete – Wearing Course (AC-WC) asphalt mixture using palm kernel shell ash waste as a filler. The research method is literature study and laboratory testing. Variations of palm kernel shell ash used were 0%, 2%, 4%, 6%, and 8%, then Marshall tests and soaking at various times (1 day, 2 days, and 3 days) were carried out to observe changes in stability and durability of the mixture. The results of the study of the addition of palm kernel shell ash as a filler to the AC-WC asphalt mixture with variations in soaking time showed that palm kernel shell ash at variations of 4% and 6% gave the best results at all soaking durations, both 1, 2, and 3 days. This indicates that palm kernel shell ash can increase water resistance and stability of the asphalt mixture. Even at a soaking duration of 3 days, the mixture with variations of 4% and 6% palm shell ash still showed good performance, indicating that this palm shell ash contributes to the water resistance of the asphalt mixture, and is also able to improve mechanical performance without disturbing the balance between aggregate, filler, and asphalt.
Studi Kasus Tari Mulo Pado pada Masyarakat Nagari Padang Magek Kecamatan Rambatan Kabupaten Tanah Datar: Kajian Teks dan Konteks Rahayu, Rani; Nursyam, Yesriva; Fikri, Muhammad; Mukhti, Auliana
Jurnal Ilmu Sosial dan Humaniora Vol. 2 No. 1 (2026): JANUARI-MARET
Publisher : Indo Publishing

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.63822/b1976862

Abstract

Tari Mulo Pado merupakan tari tradisional Minangkabau yang berkembang di Nagari Padang Magek, Kabupaten Tanah Datar, dan berfungsi sebagai media hiburan sekaligus komunikasi budaya yang memuat nilai sosial, sejarah, dan identitas masyarakat. Seiring modernisasi, fungsi dan intensitas penyajiannya dalam konteks adat mengalami pergeseran. Penelitian ini bertujuan mengkaji Tari Mulo Pado melalui aspek teks dan kontekstual. Metode yang digunakan adalah kualitatif dengan pendekatan deskriptif analisis yang mana melalui teknik pengumpulan data dilakukan melalui observasi, wawancara, dan dokumentasi. Penelitian ini menggunakan pendekatan teks dan konteks dari  Y. Sumandiyo Hadi dan dukung dengan pendekatan semiotika dari Ferdinand De Sausuree. Hasil penelitian menunjukkan bahwa Tari Mulo Pado memiliki struktur gerak yang khas dan sarat makna simbolik yang merepresentasikan perjalanan nenek moyang Minangkabau serta nilai penghormatan, kebersamaan, usaha, dan dinamika sosial. Tari ini berfungsi sebagai bagian dari upacara adat dan simbol identitas masyarakat Nagari Padang Magek, serta memiliki potensi besar untuk terus dilestarikan sebagai warisan budaya Minangkabau.
Multi-Criteria Decision Making dalam Seleksi Fitur Ensemble untuk Prediksi Cacat Perangkat Lunak Fikri, Muhammad; Herteno, Rudy; Adi Nugroho, Radityo; Wahyu Saputro, Setyo; Abadi, Friska
Jurnal Teknologi Informasi dan Ilmu Komputer Vol 12 No 6: Desember 2025
Publisher : Fakultas Ilmu Komputer, Universitas Brawijaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.25126/jtiik.2025125

Abstract

Prediksi cacat perangkat lunak merupakan upaya strategis dalam meningkatkan kualitas produk melalui identifikasi dini modul yang berpotensi cacat. Kinerja prediksi dipengaruhi oleh pemilihan fitur, karena informasi yang berlebihan dan tidak relevan dapat mempengaruhi kualitas pembelajaran model. Seleksi fitur ensemble dinilai efektif dalam menyeleksi fitur yang relevan dengan menggabungkan beberapa metode seleksi fitur berbasis filter. Diperlukan mekanisme integrasi untuk menyatukan hasil dari empat teknik filter—Mutual Information, Fisher Score, Uncertainty dan Relief. Penelitian ini membandingkan empat metode Multi‑Criteria Decision Making—TOPSIS, VIKOR, EDAS, dan WASPAS—yang bekerja dengan merangking nilai relevansi fitur hasil seleksi filter tersebut. Sepuluh fitur teratas dari tiap metode kemudian dievaluasi menggunakan model Random Forest dengan metrik AUC melalui K‑Fold cross‑validation. Dari 12 dataset NASA MDP yang diuji, TOPSIS menunjukkan kinerja paling konsisten dan terbaik dengan nilai rata-rata AUC sebesar 0,8038. Temuan ini menegaskan pentingnya pemilihan metode integrasi yang tepat dalam meningkatkan akurasi prediksi cacat perangkat lunak dan memberikan panduan bagi pengembangan model yang lebih efektif.   Abstract Software defect prediction is a strategic effort to improve product quality through early identification of potentially defective modules. Prediction performance is influenced by feature selection, because redundant and irrelevant information can affect the quality of model learning. Ensemble feature selection is considered effective in selecting relevant features by combining several filter-based feature selection methods. An integration mechanism is needed to unify the results of four filter techniques—Mutual Information, Fisher Score, Uncertainty and Relief. This study compares four Multi-Criteria Decision Making methods—TOPSIS, VIKOR, EDAS, and WASPAS—which work by ranking the relevance values ​​of the filter-selected features. The top ten features from each method are then evaluated using the Random Forest model with the AUC metric through K-Fold cross-validation. Of the 12 NASA MDP datasets tested, TOPSIS showed the most consistent and best performance with an average AUC value of 0.8038. These findings emphasize the importance of choosing the right integration method in improving the accuracy of software defect prediction and provide guidance for the development of more effective models.
Analyzing the Relevance of Merdeka Curriculum to 21st-Century Educational Challenges at Muhammadiyah Elementary School 14 Palembang Aqsa, Ahmad esa Al; Fikri, Muhammad; Bela, Ibsa
Jurnal Gentala Pendidikan Dasar Vol. 10 No. 3 (2025): Jurnal Gentala Pendidikan Dasar
Publisher : Department of Primary School Teacher Education, Faculty of Teacher Training and Education, Jambi University

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

Abstract

This study aims to analyze the relevance of the implementation of the Merdeka Curriculum to the challenges of 21st-century education at Muhammadiyah Elementary School 14. The background of this research lies in the need for the national education system to adapt to global changes that require students to possess higher-order thinking skills, adaptability, and strong character. The Merdeka Curriculum is expected to address these challenges through learning that focuses on competence and character development in accordance with the Pancasila Student Profile. The research utilized a descriptive qualitative method, collecting data through observations, interviews with teachers and the school principal, and document reviews. Data analysis followed the stages of reduction, display, and conclusion drawing, while source triangulation was applied to strengthen the credibility and validity of the study. The results indicate that the Merdeka Curriculum shows a high degree of relevance to the demands of 21st-century education, as it fosters independent and reflective character as well as critical thinking skills. The implementation of Project-Based Learning effectively enhances students’ collaboration, creativity, and communication skills. In addition, the integration of the Pancasila Student Profile strengthens religiosity, mutual cooperation, and global diversity values. However, the implementation of the Merdeka Curriculum still faces challenges, such as limited teacher competence and inadequate digital learning facilities. Therefore, the success of this curriculum depends on continuous support through teacher training, academic mentoring, and strengthening educational infrastructure, so that it becomes a concrete movement toward realizing holistic, contextual, and globally relevant education.
The Role of Work Fatigue and Employee Engagement As Mediators in The Relationship Between Work Stress And Workload on Employee Turnover Rates at Waste Paper Raw Material Supplier Companies in Serang Regency Fikri, Muhammad; Basrowi, Basrowi; Khaeruman, Khaeruman
Jurnal Indonesia Sosial Sains Vol. 6 No. 12 (2025): Jurnal Indonesia Sosial Sains
Publisher : CV. Publikasi Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59141/jiss.v6i12.2136

Abstract

This study aims to determine the role of job fatigue (KK) and employee engagement (K) in mediating the relationship between job stress (SK) and workload (BK) on employee turnover (TK) in a waste paper raw material supplier company. By using the quantitative correlational method, the sample used was 205 respondents, and using the statistical analysis method with smartPLS 3 software. The results found in this study refer to the hypothesis of direct and indirect influence, which there are 12 hypotheses. With the results showing SK has a positive effect on TK with a p-value of 0.032 ≤ 0.05 . BK has a positive effect on TK with a p-value of 0.000 ≤ 0.05 . KK has a positive effect on TK with a p-value of 0.002 ≤ 0.05 , K has no effect on TK with a p-value of 0.099 ≥ 0.05. SK has a positive effect on KK with a p-value of 0.000 ≤ 0.05 , BK has a positive effect on TK with a p-value of 0.008 ≤ 0.05. SK and BK have no effect on K with a p-value of 0.212 & 0.630 ≥ 0.05 . Indirectly SK and BK have a positive effect on TK through KK p-value of 0.008 & 0.024 ≤ 0.05 . And K has no mediating role. In this study, it can be concluded that work stress, workload, and work fatigue have a positive effect on turnover, while engagement has no effect. And work fatigue plays a mediating role in the relationship between increased work stress and workload on employee turnover, and engagement does not find a mediating role.
PENDETEKSI KESEHATAN DAUN PADA TANAMAN PAKCOY MENGGUNAKAN METODE TINY YOU ONLY LOOK ONCE BERBASIS DATA CITRA Muthia, Tiya; Setyawan, F.X. Arinto; Alam, Syaiful; fikri, muhammad
Prosiding Seminar Nasional Ilmu Teknik Dan Aplikasi Industri Fakultas Teknik Universitas Lampung Vol. 8 (2025): Prosiding Seminar Nasional Ilmu Teknik dan Aplikasi Industri (SINTA) 2025
Publisher : Fakultas Teknik Universitas Lampung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.23960/prosidingsinta.v8i.196

Abstract

Pokcoy merupakan salah satu keluarga jenis tanaman sawi yang berasal dari China. Tanaman ini mudah terserang penyakit yang disebabkan oleh jamur, virus, hama dan mikroba lainnya. Penyakit ini dapat menyebabkan gagal panen yang merugikan petani Pokcoy. Untuk mencegah hal ini, perlu dikembangkan metode pendeteksi kesehatan daun pada tanaman pakcoy berbasis pengolahan citra. Metode yang dipergunakan dalam penelitian ini adalah pemakaian YOLO untuk mendeteksi kesehatan daun pada Pokcoy. YOLO (You Only Look Once) adalah algoritma deteksi objek real-time berbasis deep learning untuk mendeteksi dan mengenali banyak objek dalam satu gambar sekaligus hanya dengan satu kali pemrosesan (single forward pass) dari jaringan saraf konvolusional (CNN). Data citra diperoleh menggunakan sensor visual yang diambil dua kali sehari. Pada penelitian ini dipergunakan 1002 data latih dan data uji sebanyak 40 citra untuk menentukan apakah daun sehat atau tidak. Penentuan sehat tidaknya daun didasarkan pada warna dan adanya bercak pada daun. Setelah dilakukan pelatihan untuk mengenali kondisi daun, maka dapat diperoleh tingkat akurasi pendeteksian pengujian sebesar 100% atau tidak ada kesalahan pendeteksian data uji.
PARTISIPASI MASYARAKAT DALAM PENGELOLAAN DANA DESA (Studi di Desa Marga Sakti Kecamatan Padang Jaya Kabupaten Bengkulu Utara) fikri, muhammad
JSE: Jurnal Sharia Economica Vol. 5 No. 1 (2026): Januari
Publisher : LPPM STAI Muhammadiyah Probolinggo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46773/jse.v5i1.3069

Abstract

This study aims to identify the forms of community participation in the management of village funds in Marga Sakti Village and to assess whether the management process has been carried out transparently, accountably, and in accordance with community needs. The research uses a descriptive qualitative method with a descriptive approach and applies a purposive sampling technique, in which respondents are deliberately selected based on their understanding of village fund management. A total of 10 participants were involved, consisting of village officials, community leaders, youth, and local residents. The results show that the level of community participation in Marga Sakti Village varies at each stage of fund management. Participation is relatively good during the planning and implementation stages, while at the supervision and evaluation stages, it still needs improvement. Overall, the management of village funds in Marga Sakti Village has been carried out quite transparently and accountably; however, greater community involvement in all stages is needed to make fund management more effective and aligned with community needs.
Analysis Of The Use Of Nazief-Adriani Stemming And Porter Stemming In Covid-19 Twitter Sentiment Analysis With Term Frequency-Inverse Document Frequency Weighting Based On K-Nearest Neighbor Algorithm Fikri, Muhammad; Abidin, Zaenal
Recursive Journal of Informatics Vol. 2 No. 2 (2024): September 2024
Publisher : Universitas Negeri Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15294/fqc79v89

Abstract

Abstract. This system was developed to determine the accuracy of sentiment analysis on Twitter regarding the COVID-19 issue using the Nazief-Adriani and Porter stemmers with TF-IDF weighting, along with a classification process using K-Nearest Neighbor (KNN) that resulted in a comparison of 48.24% for Nazief-Adriani and 48.24% for Porter. Purpose: This research aims to determine the accuracy of the Nazief-Adriani and Porter stemmer algorithms in performing text preprocessing using a dataset from Indonesian-language Twitter. This research involves word weighting using TF-IDF and classification using the K-Nearest Neighbor (KNN) algorithm. Methods/Study design/approach: The experimentation was conducted by applying the Nazief-Adriani and Porter stemmer algorithm methods, utilizing data sourced from Twitter related to COVID-19. Subsequently, the data underwent text preprocessing, stemming, TF-IDF weighting, accuracy testing of training and testing data using K-Nearest Neighbor (KNN) algorithm, and the accuracy of both stemmers was calculated employing a confusion matrix table. Result/Findings: This study obtained reasonably accurate results in testing the Nazief-Adriani stemmer with an accuracy of 50.98%, applied to sentiment analysis of COVID-19-related Twitter data using the Indonesian language. As for the accuracy of the Porter stemmer, it achieved an accuracy rate of 48.24%. Novelty/Originality/Value: Feature selection is crucial in stemmer accuracy testing. Therefore, in this study, feature selection is carried out using the Nazief-Adriani and Porter stemmers for testing purposes, and the accuracy data classification is conducted using the K-Nearest Neighbor (KNN) algorithm
PENGUATAN PEMAHAMAN ECO-FRIENDLY BAGI CALON PENGEMUDI DALAM MENJAGA LINGKUNGAN BERKENDERA Fahmi, Reza; Saputra, Syifa; Sumanti, Sumanti; Faizin, Faizin; Munawar, Munawar; Amar, Aidil; Roswita, Cut; Marlina, Marlina; Fikri, Muhammad; Munawir, Munawir
JMM (Jurnal Masyarakat Mandiri) Vol 8, No 1 (2024): Februari
Publisher : Universitas Muhammadiyah Mataram

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31764/jmm.v8i1.19820

Abstract

Abstrak: Pengemudi eco-friendly memainkan peranan yang sangat penting dalam menjaga keselamatan dan lingkungan. Pengendara yang baik tentu memahami teknik menjadi pengemudi yang ramah lingkungan. Untuk meningkatkan pemahaman ini, diperlukan kegiatan pelatihan terstruktur melalui kegiatan pengabdian kepada masyarakat. Kegiatan pengabdian kepada masyarakat bertujuan untuk memberikan pemahaman kepada calon pengemudi tentang cara mengemudi yang aman dalam keselamatan berkendara, termasuk cara menghindari resiko kecelakaan. Membentuk karakter mitra dan calon pengemudi yang bertanggung jawab dan sadar lingkungan membantu mengurangi dampak negatif kendaraan terhadap lingkungan dan meningkatkan keselamatan lalu lintas. Mitra dalam pelaksanaan kegiatan ini adalah di Rizki Driving Center (RDC) dengan sasaran peserta adalah calon pengemudi yang sedang belajar mengemudi pada Rizki Driving Center, jumlah peserta yang dilibatkan sebanyak 25 peserta. Pelaksanaan kegiatan dilakukan sebanyak lima kali pertemuan dimulai dari tanggal 15 juli 2023 sampai dengan 10 Agustus 2023, metode pelaksanaan berupa pelatihan dan edukasimenggunakan experince probased method. Teknik untuk mendapatkan data menggunakan teknik Ppre-test dan postt-test, dilakukan untuk mengetahui tingkat pemahaman peserta sebelum dan setelah pelaksanaan kegiatan pengabdian. Hasil pretestpostest menunjukkan bahwa peserta 65% peserta masih kurang memahami cara mengemudi yang ecofriendly dan 75% calon peengemudi masih belum mampu memperioritaskan keselamatan. Sedangkan hasil postest yang dilakukan calon peengemudi sudah 90% memahami cara mengemudi yang ecofriendly dan 90% peserta sudah mampu memahami teknik berkendara yang baik serta dapat menjaga etika berlalu lintas. Dengan adanya peningkatan pemahaman ecofriendly, calon pengemudi akan mampu untuk memahami teknik berkendara yang baik dalam menjaga lingkungan.Abstract: Eco-friendly drivers play a very important role in maintaining safety and the environment from negative impacts while driving. Good drivers understand eco-friendly techniques and fuel supply. To improve this understanding, structured training activities are needed through community service activities. Community service activities aim to provide prospective drivers with an understanding of how to drive safely in driving safety, including how to avoid the risk of accidents. Shaping the character of partners and prospective drivers who are responsible and environmentally conscious helps reduce the negative impact of vehicles on the environment and improve traffic safety. The partner in implementing this activity is at the Rizki Driving Center (RDC) with the target participants being prospective drivers who are learning to drive at the Rizki Driving Center, the number of participants involved is 25 participants. The implementation of the activity was carried out for five meetings starting from July 15, 2023 to August 10, 2023, the method of implementation was training and education. Techniques for obtaining data using pre-test and post-test techniques, carried out to determine the level of understanding of participants before and after the implementation of service activities. The pretest results showed that 65% of participants still did not understand how to drive ecofriendly and 75% of prospective drivers were still unable to prioritize safety. While the results of the posttest conducted by prospective drivers are 90% understanding how to drive ecofriendly and 90% of participants have been able to understand good driving techniques and can maintain traffic ethics. With an increase in ecofriendly understanding, prospective drivers will be able to understand good driving techniques in protecting the environment.   
Co-Authors Abdullah, Ashari Aceng Kosasih, Aceng Achmad Faqihuddin Ade Suryanda Adfi, Luthfizha adriansyah, ahmad rio Adriansyah, Muhammad Rafdy Agus Darma Putra Agus Fakhruddin Agustina, Heny Ahmad Suriansyah Ahmad, Lukman Ahmad, Zaini AHMADI Aidil Amar Aidil, Muhammad Aliff Aji , Gagas Akbar , Andriono Mindra Al Mubarokah, Nurul Hidayah Alamzah, Muhammad Kurnia Isra Alhakim, Abdurrakhman Almauli, Rizki Amalina, Nabilla Nur Amaliyah, Amaliyah Amanda, Chindy Amelia Amelia Amir, Muhammad Amry, Fauzan Muhammad Ana Nurhasanah, Ana anggi saputra Anggraini, Anggun Anisa, Indira Tri Anthasyari, Aufar Aqsa, Ahmad esa Al Ar-Rahman, Faizal Ardia, Zahra Rima Ardimen Ariadi, Herman Arinda, Raden Ario Sunar Baskoro Ary Ramadhan Asmidar Asmidar Asnawai, Asnawati Astutik, Ika Ratna Indra Aufa, Mimi Dwi Auliana Mukhti Maghfirah Auliansyah, Dheandra Awansah Awansah, Awansah Ayu Arwati, I G. Ayu Chandra Kartika Fitri Azizah, Maigina Azriel, Muhammad Bacas, Chintami Angelica Badaron, St. Fauziah Baharuddin, Dharina Baharudin, Agus Bahlil, Marwanti Baiq Dinna Widiyastii Baiq Nadia Nirwana Basrowi Basrowi, Basrowi Bela, Ibsa Bernadus, Janno Berty Bradly Bintang, Regina Varrelyn Budi Syahri Bustamam, Nawarti Cahaya, Cahaya Carolina, Debi Chairani, Nabila Cintia, Defi Damri Damri Daulay, Olga Adelia Dedi Haryanto Dedi Nofrizal Deniati, Kiki Desniorita Desniorita, Desniorita Desri Maria Sumbayak Devie Yundianto Devita, Regina Shintia Dian Permata Sari Dian Pratiwi Diniyah, Syamsyiatud Dwi Desi Yayi Tarina Dwi, Alya Edo Segara Gustanto Ega Dwi Putri Marswandi Ekawahyuni, Nur Eko Prasetyo ELMAN BOY Elpatino, Thomas Elra Perdima, Feby Erikson Saragih Erindah Dimisyqiyani Erlina, Eni ERLINDA Erna Sofriana Imaningsih Erwan Efendi Fadlan Family, Alwi Fahria Herlambang, Ivan Fahrur Riza Priyana Fakhri Archani , Muhammad Rifal Fathussalam B., Andi Ferry Desromi, Ferry Firdaus, Erfina Damayanti Fitri, Elsa Friska Abadi Gafur, Andi Abd. Gagas Gayuh Aji, Gagas Gayuh Gayuh Aji , Gagas Gunarto, Danang Gustaf, Ghifari Ahmad Gustina Erlianti H, ST Maryam Hadi Wibowo, Tubagus Umar Syarif Hafiz Yazid Lubis Haidir, Hala Hamsir, Siti Nuraisya Hanafie, Achsanuddin Hartini, Wayan Juni Haryanto, Bayu Hasanah, Indana Hasbi Hasronurso, Afra Fauziyyah Helmi, Muhamad Heriza, Meilinda Hermansyah Hermansyah Herteno, Rudy Heru Sugiyono Hidayat , Eky Rahmat Hidayat, Raisya Rahmaniar Hyangsewu, Pandu Ichsan Gunawan, Muhammad Ihwani Harahap, Ade Ilham Rohmatulloh, Sendi Iman , Atep Imilda Indrajaya, Indrajaya Irawan, Fahrul Irsyadunas Irwansyah Irwansyah Ishom Muhammad Drehem, Ishom Muhammad Isnia, Nina Istiana, Inni Inayati Jakiyah, Ulpah Jannah, Rizky Miftahul Januariansyah Arfaizar Julian, Alif Juliater Simamarta Jusmidah, Jusmidah Kartika, Rina Kasmanto Rinaldi, Kasmanto Khaeruman Khaliq, Munawir Khatami, Muhammad Khawarizmi, M. Nur Khawarizmi, Muhammad Nur Kholqiyah, Esa Masyrifatul Kumala, Aida Yumi Kusmadi, Rendi Labibah, Imelda Lambang Basri Said Lesi Hertati, Lesi Lestari Handayani Lestiawan, Tsalsabila LISTIANA SRI MULATSIH Lubis, Salsabila Azzahro Luh Putu Ratna Sundari M. D, Maridi Maharani, Afrilia Putri maharani, Jelita Malihah, Lola Manap, Abdul Mardia, Siti Ainul Marlina Marlina Martanto, Renata Marwa, Muthi’ah Maryam Maulana, Hashfi Maulida Saara, Kharisma Maulidinnor, Muhammad Irdi Melinda, Zahra Suci Meutia Zahara miftahussurur, wildan Milkhatun, Milkhatun Misko, Misko Monalisa, Sonia MUCHAMMAD FAIZIN Muh. Iqbal Muhammad Abdul Hamid Muhammad Amri Yahya Muhammad Arif MUHAMMAD HARIS Muhammad Ifan Saputra Muhammad Rifqi Muhammad Saleh Muhammad, Syahdan Mukhti, Auliana Munawar Munawar Munawir Munawir Muslim Muslim Muthia, Tiya Mutiah , Neng Nadia Julian Putri Nadiyah, Ridha Nadzhri, Nadiah Nasrudin, Ega Nasution, Aqila Khairani Natsir, Rakhmawati Nina Nina Nisumanti, Sartika Nopianti, Heni Nugraha, Afgan Nugraha, Nicholas Nugroho, Agung Nur Fadila, Alwa Nur, Muh. Iqra Nur, Salvinar Wianda Nurazizah, Meiza Nurdiansyah Nurhastuti, Nurhastuti Nurhayati Nurhayati Nurhidayah Nurhidayah Nurhidayah4, Nurhidayah4 Nurjannah, Misbah Nurrahma, Nurrahma Nursanty, Oci Etri Nurwijayanti Oktaviana, Helma Paddiyatu, Nurhikmah Pamungkas Umagafi, Dimitri Pandan Yudhapramesti Pane, Sanusi Gazali Pelawi, Arabta Malem Peraten Prasetyo, Tegar Primadi Candra Susanto Purnomo, Wahyudi Purwanto, Wawan Putra , Fian Arsansah Putra, Mohammad Kurniawan Darma Putra, Yudi Eka Putri , Devina Adelia Putri, Rusmauliana Putri, Sherenika Putri, Siti Kulsum Suryana Putri, Siti Kulsum Suryana Putri, Wilma Zuliyus Putri, Yuliantini Eka Qubro, Khodijah Al Raden Mohamad Herdian Bhakti Radityo Adi Nugroho Rafianti, Wahdah Refia Rahayu , Salma Asbudi Rahma Dewi, Vania Rahmah, Annisa Ramadianti, Ramadianti Rangkuti, Rahmadsyah Rani Rahayu, Rani Rasyid, Yusril Ratna Asmarani Raudah, Sari Pandan Reny Hidayati, Reny Reza Fahmi Reza Hambali Wilman Abdulhadi Rifdarmon Rifky, Muhammad Rika Sartika Rizky Amalia Rizky Rizky, Rizky Rizkyanti, Dwi Rizkyanti, Dwi Rofi Wahanisa ROHANA ROHANA Rohimam, Rohimam Rohimam, Rohimam Romadhoni Sasongko, Nandamar Roswita, Cut Ruhani, Muhammad Misbah Ahmad Sahabuddin Latif Salempang, Immanuel Prayudha Salsabilla, Lulu Friska Sandy Bhawana Mulia, Sandy Bhawana Sanubarianto, Salimulloh Tegar Sapitra, Jujun Saputra, Fitrah Alan Saputra, Syifa Sari, Nessa Anggun Permata Sari, Syandra Saripudin Saripudin Sarira, Akbar Ardyansyah Saskia, Regita Amalia Sazili, Ahmad Sengar, Shailendra Singh Sestika, Syahwa Setia Kurniawan, Jermanto Setiawan, Arip Setiawan, Hamzah Setiawan, Rizkima Akbar Setyawan, FX Arinto Siahaan, Rachel Pratiwi Sihotang, Anggraeni Permata Silaban, Artha Inanda Silalahi, Yabes Gomest Sinar Perbawani Abrina Anggraini Sinulingga, Rizki Amalia Sinulingga, Rizky Amalia Sirait, Naomi Sephania Siti Aminah Situmorang, Eka Irma Solihin, Atsalits Nurazizah Sri Gustina Sri Herawati Sri Seti Indriani Sri Wahyuni Sriwijaya, Lammargo Muhammad Asyhari Stevany Hanalyna Dethan Stringer, Stringer Sudarsono, Edi Sudirman Sudirman Sugiarto, Toto Suhaika, Nada Qitriyyah Suhendar, Farhan Alfadhil Suherni Suherni Sukmawati, Rini Eka Sumanti Sumanti, Sumanti Sumantri, Ajis Sunardi, Nurul Asya Sunarno Basuki Sunaryanto, Ketut Supratmanto, Prayogi Suprihatin Surherni Sutarto Hadi Syahputra, Andri Syahrul R, Syahrul Syaiful Alam Syaoki, Muhammad Syari Yuliana, Syari Tamala, Indah Putri Tampubolon, Vernandito Tamsir Ariyadi Tang, Beddu Tanjung, Romi Fajar Tantawi, Nur Anita Pratiwi Tanwattana, Nattapat Taufiqurahman, Ilham Tedy Sunardi Tiya Muthia Tri Astuti, Aulia Rahma Tri Oktavianti, Laila Tri Retnasari, Tri Trisakti Trisakti Tuda, Josef Sem Berth Tuty Emilia Agustina Uljanah, Lulu ULUL AZMI Umar, Nazaruddin vebriandi, M.Yazed Wahongan, Greta Jane Pauline Wahyu Saputro, Setyo Widyastuti, Dwi Wiwit Suprihatiningsih Yana Tatiana, Yana Yendri Nazir YENNI SAMRI JULIATI NASUTION, YENNI SAMRI JULIATI Yesriva Nursyam Yomi, Nurrahma Yudha Dwi Putra Negara, Yudha Yudi Eka Putra Yudiastuti, Helda Yulia, Dinda Yulistia Dewi Yuni Astuti Yunia , Puteri Yusri, Andi Yusrin YUSTATI, HERLINA Yusuf, Muhammad Affandi Zaenal Abidin Zaenal Arifin Zaifuddin Zakaria, Hadi Zamzam, Aliya Zatua , Zamin Zikriyah, Putri Zulfila, Zulfila Zulhairi, Muhammad Al Fayyed