Abstract:Penggunaan dompet digital yang terus meningkat menghasilkan banyak ulasan pengguna yang dapat dimanfaatkan untuk mengevaluasi kualitas layanan. Penelitian ini bertujuan meningkatkan akurasi klasifikasi sentimen pengguna…
dompet digital menggunakan metode Stacking Ensemble Machine Learning yang mengombinasikan Support Vector Machine (SVM), Multinomial Naïve Bayes (MNB), dan AdaBoost dengan Logistic Regression sebagai meta-learner. Data ulasan diproses melalui tahapan text preprocessing meliputi case folding, cleaning, tokenizing, stopword removal, stemming, dan pembobotan fitur menggunakan TF-IDF. Penyeimbangan data dilakukan dengan SMOTE, sedangkan evaluasi model menggunakan 5-Fold Cross-Validation. Hasil penelitian menunjukkan bahwa model Stacking Ensemble memperoleh akurasi rata-rata 80,55%, lebih tinggi dibandingkan algoritma dasar. Evaluasi menggunakan Confusion Matrix, Classification Report, dan ROC Curve juga menunjukkan peningkatan nilai precision, recall, F1-score, dan kemampuan diskriminasi model. Hasil ini menunjukkan bahwa pendekatan Stacking Ensemble Machine Learning efektif untuk meningkatkan akurasi klasifikasi sentimen pengguna dompet digital serta mendukung evaluasi kualitas layanan berbasis opini pengguna.
The rapid growth of digital wallet usage has generated a large volume of user reviews that can be utilized to evaluate service quality. This study aims to improve the accuracy of digital wallet user sentiment classification using a Stacking Ensemble Machine Learning approach that combines Support Vector Machine (SVM), Multinomial Naïve Bayes (MNB), and AdaBoost with Logistic Regression as the meta-learner. User reviews were processed through text preprocessing stages, including case folding, text cleaning, tokenization, stopword removal, stemming, and TF-IDF feature weighting. Synthetic Minority Over-sampling Technique (SMOTE) was employed to address class imbalance, while model performance was evaluated using 5-Fold Cross-Validation. The experimental results show that the proposed Stacking Ensemble model achieved an average accuracy of 80.55%, outperforming the individual base learners. Furthermore, evaluations based on the Confusion Matrix, Classification Report, and Receiver Operating Characteristic (ROC) Curve demonstrated improvements in precision, recall, F1-score, and the model's discriminative capability. These findings indicate that the proposed Stacking Ensemble Machine Learning approach is effective in improving the accuracy of digital wallet user sentiment classification and can serve as a reliable tool for supporting service quality evaluation based on user opinions.
Abstract:This study aims to determine the effect of using Google Earth media through the Contextual Teaching and Learning (CTL) model on the learning outcomes of social studies on natural phenomena material for fifth-grade students…
ts of SDN Telang 2 in the 2026/2027 academic year. The study used a quantitative approach with the Pre-Experimental Design method and One Group Pretest-Posttest Design. The research subjects were 17 students. Data collection techniques were carried out through tests, observations, and documentation. The research instrument was a multiple-choice test given before and after treatment. Data were analyzed using descriptive statistics and paired sample t-test. The results showed that the average pretest score of 68.82 increased to 79.41 in the posttest, with an increase of 10.59 points. The results of the paired sample t-test showed a significance value (2-tailed) of 0.000 <0.05, so H₀ was rejected and H₁ was accepted. These findings indicate that the use of Google Earth media through the CTL model has a significant effect on the learning outcomes of social studies on natural phenomena material. The integration of Google Earth and CTL provides a more contextual, interactive, and meaningful learning experience, helping students understand the concept of natural features more concretely. Therefore, Google Earth, through the CTL model, can be used as an alternative media and effective learning model to improve social studies learning outcomes in elementary schools.
Penelitian ini bertujuan untuk mengetahui pengaruh penggunaan media Google Earth melalui model Contextual Teaching and Learning (CTL) terhadap hasil belajar IPS materi kenampakan alam pada siswa kelas V SDN Telang 2 Tahun Pelajaran 2026/2027. Penelitian menggunakan pendekatan kuantitatif dengan metode Pre-Experimental Design dan desain One Group Pretest-Posttest Design. Subjek penelitian berjumlah 17 siswa. Teknik pengumpulan data dilakukan melalui tes, observasi, dan dokumentasi. Instrumen penelitian berupa tes pilihan ganda yang diberikan sebelum dan sesudah perlakuan. Data dianalisis menggunakan statistik deskriptif dan uji paired sample t-test. Hasil penelitian menunjukkan bahwa nilai rata-rata pretest sebesar 68,82 meningkat menjadi 79,41 pada posttest, dengan peningkatan sebesar 10,59 poin. Hasil uji paired sample t-test menunjukkan nilai signifikansi (2-tailed) sebesar 0,000 < 0,05, sehingga H₀ ditolak dan H₁ diterima. Temuan ini menunjukkan bahwa penggunaan media Google Earth melalui model CTL berpengaruh signifikan terhadap hasil belajar IPS materi kenampakan alam. Integrasi Google Earth dan CTL mampu memberikan pengalaman belajar yang lebih kontekstual, interaktif, dan bermakna sehingga membantu siswa memahami konsep kenampakan alam secara lebih konkret. Oleh karena itu, Google Earth melalui model CTL dapat dijadikan alternatif media dan model pembelajaran yang efektif untuk meningkatkan hasil belajar IPS di sekolah dasar.
Abstract:Pemahaman konsep jarak, waktu, dan kecepatan merupakan salah satu aspek penting dalam pembelajaran matematika di sekolah dasar. Namun, berbagai penelitian menunjukkan bahwa siswa masih mengalami kesulitan dalam melihat hubungan…
ubungan fungsional antarbesaran tersebut, sehingga pemahaman yang terbentuk bersifat parsial dan cenderung berbasis hafalan. Penelitian ini bertujuan mendeskripsikan bentuk pemahaman siswa serta miskonsepsi yang muncul terkait hubungan jarak dan waktu dalam pengukuran kecepatan. Penelitian ini menggunakan metode studi literatur dengan menelaah berbagai artikel ilmiah yang relevan mengenai konsep dasar kecepatan, representasi matematis, dan kesalahan umum siswa dalam menyelesaikan soal berbasis hubungan jarak–waktu. Hasil analisis menunjukkan bahwa kelemahan utama siswa terletak pada kemampuan translasi informasi, interpretasi grafik, dan pemahaman rasio, yang berdampak pada munculnya miskonsepsi seperti membaca grafik sebagai lintasan atau menganggap kecepatan sebagai angka terbesar tanpa mempertimbangkan waktu. Penelitian ini menegaskan pentingnya pembelajaran yang mengintegrasikan representasi multipel dan pengalaman konkret agar siswa mampu membangun pemahaman konseptual yang utuh. Temuan ini diharapkan menjadi dasar bagi pengembangan strategi pembelajaran yang lebih efektif dalam materi pengukuran kecepatan di sekolah dasar.
Abstract:This study aims to analyze the effectiveness of using a Smartboard in increasing students' enthusiasm for learning in the Pancasila Education subject in grade V of SDN 07 Mudiak Lawe, Sungai Pagu District, South Solok Regency.…
gency. From initial observations, it was seen that students' enthusiasm for learning tended to be low, as seen from their inactive attitudes, little interaction, and easily distracted when teachers used less diverse learning methods. To address this, a Smartboard was proposed as an innovative solution. This tool is an interactive whiteboard that uses multimedia and audiovisual technology, so it can combine teaching materials with images, videos, and animations to make learning more interesting and diverse. The method used in this study was the correlation method, namely a quantitative method that studies the relationship between the use of Smartboard interactive features and the level of student enthusiasm for learning. The results showed that the use of Smartboard in learning was proven to be able to increase student enthusiasm for learning. After implementing the Smartboard, students appeared more active and enthusiastic during the learning process, so that their enthusiasm for learning increased and reduced boredom. The implementation of Smartboard involves game-based learning methods such as Duck Race Games and Wordwall, which successfully trigger students' curiosity, focus, and enthusiasm, and encourage them to actively participate in answering questions and interacting in class.
Abstract:Masyarakat Adat Mapur di Pulau Bangka secara historis mengalami marginalisasi administratif akibat ketiadaan pengakuan formal atas sistem religi lokal mereka dalam dokumen kependudukan. Meskipun Putusan Mahkamah Konstitusi…
si Nomor 97/PUU-XIV/2016 telah memberikan legalitas bagi penghayat kepercayaan, implementasi di tingkat akar rumput masih terhambat oleh kompleksitas birokrasi, jarak geografis dan minimnya literasi hukum. Kegiatan pengabdian masyarakat ini bertujuan untuk memperkuat identitas hukum dan memulihkan hak sipil Orang Mapur di Dusun Aik Abik melalui tindakan advokasi, sosialisasi, dan pendampingan partisipatif. Metode pelaksanaan menggunakan pendekatan Asset-Based Community Development yang berfokus pada pemanfaatan aset sosiokultural lokal berupa Gebong Memarong sebagai episentrum pergerakan. Hasil pengabdian menunjukkan bahwa kegiatan sosialisasi multipihak yang melibatkan Disdukcapil, pemerintah kecamatan, pemerintah desa, sektor swasta, dan lembaga adat berhasil mengikis keraguan sosiologis (pseudo-identity) dan membangun kesadaran hukum warga. Melalui strategi pendampingan langsung (door-to-door) dan posko pelayanan kolektif, tim berhasil melakukan inventarisasi, verifikasi, dan validasi berkas administrasi kependudukan yang sah bersama Lembaga Adat Mapur. Program ini tidak hanya memangkas rantai birokrasi formal, tetapi juga berhasil menginisiasi pemulihan hak-hak sipil dasar komunitas adat sekaligus memperkuat resiliensi kebudayaan mereka dari ancaman eksklusi sosial di era modern.
Abstract:The development of digital technology presents innovative opportunities in early childhood learning, particularly in stimulating language skills through interactive and meaningful approaches. Fairy tales as an educational…
l medium have narrative power in enriching vocabulary and building children's expressive abilities, especially when combined with Islamic values and multimedia support. This community service activity aims to improve the competence of early childhood education teachers in implementing interactive Islamic storytelling based on multimedia to optimize children's language development in Kutawaluya District. The method used was a participatory approach through the stages of needs assessment, workshops, media creation practice, classroom implementation assistance, and evaluative reflection with the teacher community. The results of the activity showed an increase in teacher capacity in designing and using digital media pedagogically, changes in learning interaction patterns to be more dialogic, and increased verbal participation of children in storytelling activities. In addition, a community of teacher practice was formed that collaboratively developed Islamic storytelling media as a sustainable innovation. The implications of this activity confirm that the integration of technology, Islamic values, and a participatory approach effectively encourages the transformation of early childhood learning practices. This model has the potential to be replicated in similar contexts to strengthen the quality of adaptive and character-building early childhood education.
Abstract:Artikel pengabdian ini mendeskripsikan dan merefleksikan pelaksanaan Kuliah Kerja Nyata Pendidikan Jarak Jauh (KKN PJJ) Program Studi Pendidikan Agama Islam UIN Siber Syekh Nurjati Cirebon dengan fokus pada Kelompok KKN…
PJJ PAI A3 yang beranggotakan 47 mahasiswa. Pengabdian dilaksanakan secara multilokasi di domisili masing-masing mahasiswa, dengan pendampingan akademik daring oleh Dosen Pembimbing Lapangan serta arahan pimpinan program studi. Data dikumpulkan secara berkelanjutan sejak tahap orientasi dan pembekalan hingga penyusunan laporan akhir KKN (11 Oktober–19 November 2025) melalui laporan berkala, dokumentasi (foto/video), dan refleksi tertulis mahasiswa, kemudian disistematisasi dan dianalisis secara deskriptif-kualitatif; artikel ini diselesaikan pada 4 Januari 2026. Hasil menunjukkan bahwa program KKN PJJ memiliki variasi kegiatan yang kaya namun tetap terfokus pada pendidikan dan dakwah keagamaan, meliputi pendampingan BTQ dan Iqra’, pembiasaan ibadah, pengajian/kajian keislaman, pembinaan karakter Islami di sekolah, serta dakwah digital melalui produksi konten edukatif. Pendampingan akademik DPL berperan strategis dalam menjaga kualitas, arah, dan kesinambungan program melalui pengarahan, monitoring, refleksi, dan evaluasi berbasis daring. Temuan ini menegaskan bahwa KKN PJJ dapat diposisikan sebagai model pengabdian masyarakat yang adaptif terhadap ekosistem pendidikan tinggi berbasis digital, sahih secara akademik, dan berdampak sosial, sepanjang ditopang perencanaan program yang jelas dan pendampingan akademik yang terstruktur.
Abstract:Artikel ini membahas pentingnya kerukunan sosial dan keragaman etnis di Desa Sikalang, Indonesia, dengan menyoroti bagaimana pendekatan kultural lokal dapat memupuk persatuan di tengah keragaman. Dalam konteks globalisasi…
i yang semakin pesat, Indonesia menghadapi tantangan dalam menjaga persatuan di antara kelompok etnis yang beragam. Penelitian ini menggunakan metode studi literatur untuk menganalisis peran bahasa Tansidan budaya gotong royong dalam mempromosikan kohesi sosial. Temuan menunjukkan bahwa bahasa Tansiberfungsi sebagai alat komunikasi yang menyatukan dan memperkuat identitas kolektif serta ikatan emosional antarwarga. Selain itu, budaya gotong royong memfasilitasi integrasi sosial yang inklusif dengan melibatkan semua kelompok etnis dalam kegiatan kolektif, sehingga meningkatkan rasa saling percaya dan menghargai. Keberhasilan Desa Sikalang dalam mencapai kerukunan sosial menjadi model bagi daerah lain yang menghadapi tantangan serupa, menekankan pentingnya kearifan lokal dan pendekatan partisipatif dalam mengelola keragaman.
Abstract:This Community service program aims to strengthen the Buddhist community's religious, cultural, and spiritual values by implementing Pabbajjā and Upasampadā at Muaro Jambi Temple, a historic Buddhist heritage site in Indonesia.…
ndonesia. The program is motivated by the need for a learning medium integrating Buddhist teachings with direct experience in a religious and cultural environment. The implementation adopted a participatory and collaborative approach, engaging participants particularly university students in ritual activities, Dharma discussions, and the practice of moral precepts (sīla). The selection of Muaro Jambi Temple also served as a strategy to revitalize the site’s function as a center for spiritual cultivation and cultural preservation. The results indicate a significant improvement in participants’ understanding of the Dharma, adherence to moral precepts, and awareness of the importance of Buddhist cultural heritage. The program fostered the development of religious character and cultural identity, enhancing participants’ commitment to preserving the noble values of Buddhism within the local context. Furthermore, it opened opportunities for the development of history-based religious tourism. In conclusion, this PKM effectively integrates religious education, character building, and cultural preservation. Its sustainability requires multi-stakeholder support to ensure that the values, history, and spirituality of the Nusantara heritage are preserved authentically and meaningfully.
Abstract:Abstract This study aims to analyze the implementation of the Integrated Licensing Service Information System (SIPINTER) at the Investment and One-Stop Integrated Services Office (DPMPTSP) of Tangerang Regency. The research…
earch is grounded in issues of low institutional responsiveness in following up on complaints, mismatches between actual service completion time and the Standard Operating Procedure (SOP), and uneven public socialization of the system. This study employs a descriptive method with a qualitative approach, using 3-dimensional e-government success model, namely Support, Capacity, and Value, as the analytical framework. Data were collected through field observation, regulatory documentation review, and in-depth interviews. The findings indicate that the Support dimension is backed by strong political will, allocated funding, and multi-channel socialization that has driven growth in registered users, though technical assistance responsiveness outside office hours remains weak. The Capacity dimension shows adequate human resources and staff competence, but the technological infrastructure remains prone to disruptions such as OTP delivery failures and server downtime. The Value dimension has produced tangible benefits in efficiency and service transparency, yet this value is undermined by document processing delays exceeding SOP standards, driven by a "digital red tape" practice among internal verification officers. This study recommends strengthening online technical support and adopting contingency resource mechanisms to improve service.
Keywords: SIPINTER, e-government, licensing service, DPMPTSP, Support-Capacity-Value model
Abstrak
Penelitian ini bertujuan untuk menganalisis Penerapan Sistem Informasi Pelayanan Perizinan Terpadu (SIPINTER) di Dinas Penanaman Modal dan Pelayanan Terpadu Satu Pintu (DPMPTSP) Kabupaten Tangerang. Latar belakang penelitian ini didasari oleh masih rendahnya responsivitas instansi dalam menindaklanjuti laporan, ketidaksesuaian durasi penyelesaian layanan dengan Standar Operasional Prosedur (SOP), serta sosialisasi yang belum merata kepada masyarakat. Penelitian menggunakan metode deskriptif dengan pendekatan kualitatif, dengan analisis berlandaskan model keberhasilan e-government tiga dimensi yaitu Support, Capacity, dan Value. Hasil penelitian menunjukkan bahwa dimensi Support telah didukung oleh political will yang kuat, alokasi anggaran, dan sosialisasi multikanal yang mendorong pertumbuhan pengguna terdaftar, namun masih lemah dalam responsivitas bantuan teknis di luar jam kerja. Dimensi Capacity menunjukkan kecukupan sumber daya manusia dan kompetensi petugas, tetapi infrastruktur masih rentan mengalami gangguan teknis seperti kegagalan pengiriman OTP dan server down. Dimensi Value menghasilkan manfaat nyata berupa efisiensi dan transparansi pelayanan, namun nilainya terdegradasi akibat keterlambatan penyelesaian dokumen yang melampaui SOP, yang dipicu oleh praktik birokrasi digital (digital red tape) di tingkat verifikator internal. Penelitian ini merekomendasikan penguatan dukungan teknis daring serta penerapan mekanisme kontingensi sumber daya untuk meningkatkan layanan.
Kata Kunci: SIPINTER, e-government, pelayanan perizinan, DPMPTSP, model Support-Capacity-Value