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All Journal Techno.Com: Jurnal Teknologi Informasi Jurnas Nasional Teknologi dan Sistem Informasi Proceeding SENDI_U InfoTekJar : Jurnal Nasional Informatika dan Teknologi Jaringan Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) Jurnal Mantik Progresif: Jurnal Ilmiah Komputer Jurnal E-Komtek JITU : Journal Informatic Technology And Communication Jurnal Surya Masyarakat Journal of Informatics, Information System, Software Engineering and Applications (INISTA) Journal of Computer Networks, Architecture and High Performance Computing Journal of Dinda : Data Science, Information Technology, and Data Analytics Jurnal Nasional Teknik Elektro dan Teknologi Informasi Jurnal Hilirisasi Technology kepada Masyarakat (SITECHMAS) DEVOTE: Jurnal Pengabdian Masyarakat Global Journal of Artificial Intelligence and Digital Business Warta LPM Jurnal Abdimas Indonesia Jurnal INFOTEL E-Amal: Jurnal Pengabdian Kepada Masyarakat
Ramadhani, Rima Dias
Institut Teknologi Telkom Purwokerto
Religion Agriculture, Biological Sciences & Forestry Humanities Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Health Professions Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Public Health Social Sciences Other

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Classifying student academic performance: C4.5 and SVM Methods in ITTP's Computer Engineering Program Edelin Gultom; Yohani Setiya Rafika Nur; Rima Dias Ramadhani
Jurnal Mantik Vol. 7 No. 4 (2024): February: Manajemen, Teknologi Informatika dan Komunikasi (Mantik)
Publisher : Institute of Computer Science (IOCS)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35335/mantik.v7i4.4686

Abstract

The decline in the number of graduates from the Computer Engineering Program, based on the graduation percentages of the 2017 and 2018 cohorts, coupled with the imbalance between on-time and delayed graduates, poses various challenges. These challenges include suboptimal program accreditation and an excessive number of active students. This research aims to develop a classification model for student performance categorization into On-Time Graduation (LTW) and Delayed Graduation (LTTW) classes using SVM and C4.5 algorithms. The C4.5 algorithm will handle attribute selection, while SVM will be responsible for building the prediction model. The classification results will be visualized on a website using the Flask framework, allowing users to input relevant data. The classification accuracy on the test set, reaching 77.74%, indicates the model's precision in predicting student performance categories
PENINGKATAN PEMASARAN PRODUK YANG LESS CONTACT DI DESA WISATA ADILUHUR MELALUI PEMANFAATAN TEKNOLOGI INFORMASI DIMASA PANDEMI COVID - 19 Tri Ginanjar Laksana; Dian Nurdiansyah; Novanda Alim Setya Nugraha; Rima Dias Ramadhani
E-Amal: Jurnal Pengabdian Kepada Masyarakat Vol 2 No 2: Mei 2022
Publisher : LP2M STP Mataram

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47492/eamal.v2i2.1537

Abstract

Data yang telah dipublikasi oleh Kementrian kesehatan Republik Indonesia tahun 2021, terkait perkembangan virus COVID-19, hingga saat menjadi masalah utama bagi kesehatan masyarakat, khususnya bagi perekonomian di Indonesia. Desa Wisata Adiluhur memiliki beragam desa wisata sehingga dapat menggerakkan perekonomian warga desa. Masyarakat sudah mulai sadar dan ikut terlibat langsung dengan aktivitas pariwisata, dimana mereka memberdayakan diri mereka di berbagai kegiatan ekonomi pariwisata seperti menyewakan homestay, berjualan makanan tradisional, dan membuat kerajinan tangan. Produk-produk hasil penduduk di Desa Adilihur masih dijual secara offline sehingga untuk mendapatkan produk dari desa wisata, masyarakat harus datang langsung. Begitu pula dengan paket wisata museum dan agrowisata belum bisa dibeli secara online. Pengunjung desa wisata Adilihur paling banyak dari daerah Kebumen saja. Tingkat kunjungan jauh menurun ditambah pengelola belum mampu menerapkan standar CHSE atau Cleanliness (Kebersihan), Health (Kesehatan), Safety (Keamanan), dan Environment Sustainability (Kelestarian Lingkungan). Metode pengabdaian masyarakat ini menggunakan penelitian kualitatif dan pendekatan yang digunakan dalam pengabdilan masyarakat ini adalah Community Action Model (CAM), pengabdian masyarakat ini dilakukan dengan cara blended learning antara luring dan daring menggunakan zoom meeting. Program pengabdian masyarakat ini dibuka oleh kepala desa adiluhur dan disambut baik oleh kelompok Desa wisata di adiluhur. Hasil pengabdian masyarakat ini menunjukkan bahwa kegiatan pengabdian masyarakat terkait penerapan teknologi informasi dalam pemasaran produk yang less contact ini mampu meningkatkan pemasaran dan penghasilan kelompok desa wisata, dimana sebelumnya awam/tidak tahu terhadap teknologi informasi. Melalui pengabdian masyarakat ini kelompok desa wisata dapat turut aktif dalam pemasaran melalui internet dalam pemasaran produk dengan less contact di desa adiluhur.
Implementasi Platform Si Cantik Bangsa di Kabupaten Kebumen dalam Pembangunan Desa Bahtiar, Arief Rais; Ramadhani, Rima Dias; Hikmaturokhman, Alfin; Nugraha, Novanda Alim Setya; Raharja, Pradana Ananda; Anto, Novri; Muna, Bunga Laelatul; Setiawan, Rehan Nur; Fadilah, Moh Lutfi; Agustianto, Satya Helfi; Mahargyani, Yasinta Swasti; Purwono, Adhi
Warta LPM WARTA LPM, Vol. 27, No. 2, Juli 2024
Publisher : Universitas Muhammadiyah Surakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.23917/warta.v27i2.4815

Abstract

Si Cantik Bangsa is a platform that aims to record participation and equality in village development. Through this community service, the focus is emphasized on understanding the problems of women's empowerment in development in three villages, namely Logede Village, Ampelsari Village, and Kaliputih Village in Kebumen Regency. In this context, the main concern is overcoming the significant decline in the Gender Empowerment Index which is a serious challenge faced by the Community and Village Empowerment Service (PMD). In an effort to overcome this problem, the PMD Department introduced an innovative program known as Planning Literacy Women (WANI LEmPER) which is in line with the Sustainable Development goals (SDGs) related to gender equality and women's empowerment. However, even though the WANI LEmPER program has been implemented, there are still obstacles that arise due to cultural resistance and rejection from various parties. Therefore, this service offers a solution through the implementation of Si Cantik Bangsa, an information technology-based platform that aims to document the activities of LEmPER WANI cadres and monitor women's participation. The service results show that indicators of success have been achieved, where 65% of respondents understand the benefits and features of Si Cantik Bangsa, while 25% still do not understand them. Thus, the use of this platform is considered a strategic step in increasing women's empowerment in village development planning to achieve SDGs and Gender Empowerment goals.
Penguatan Digitalisasi Pariwisata Melalui Akselerasi Desa Wisata Bahasa Berbasis Konten Kreator di Desa Wisata Adiluhur Kabupaten Kebumen Nugraha, Novanda Alim Setya; Kurnianto, Danny; Aldo, Dasril; Ramadhani, Rima Dias
jurnal ABDIMAS Indonesia Vol. 1 No. 4 (2023): Desember : Jurnal ABDIMAS Indonesia
Publisher : STIKes Ibnu Sina Ajibarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59841/jurai.v1i4.656

Abstract

Desa wisata Adiluhur telah dikenal sebagai salah satu desa wisata bahasa Inggris di Kabupaten Kebumen. Meskipun pengelola desa wisata adiluhur telah memanfaatkan media online di dalam mempromosikan wisata bahasa Inggris kepada khalayak ramai, akan tetapi masih belum optimal dan kurang inovatif. Maka, tujuan kegiatan pengabdian masyarakat di desa Adiluhur ini adalah untuk menguatkan digitalisasi wisata melalui konten kreator sehingga konten-konten pada media online lebih inovatif dan kreatif. Hasil survey menunjukkan bahwa adanya kegiatan penagbdian masyarakat ini membawa dampak yang positif kepada masyarakat dan pelaku wisata, hal ini ditunjukkan dengan adanya peningkatan pemahaman, pengetahuan, dan keterampilan kearah yang lebih baik terkait dengan penggunaan konten kreator untuk promosi wisata.
Penguatan Branding Desa Wisata Adiluhur Melalui Perancangan Event Desa Wisata yang Adaptif dan Inovatif Novanda Alim Setya Nugraha; Siti Khomsah; Rima Dias Ramadhani
jurnal ABDIMAS Indonesia Vol. 1 No. 4 (2023): Desember : Jurnal ABDIMAS Indonesia
Publisher : STIKes Ibnu Sina Ajibarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59841/jurai.v1i4.678

Abstract

Desa Wisata Adiluhur memiliki potensi wisata yang beragam dan mendapatkan berbagai penghargaan karena pengelolaan desa wisatanya yang maju. Sayangnya, popularitas Deswita Adiluhur belum diimbangi dengan sinergitas branding yang kuat dengan kegiatan event/festival yang digelar atau diselenggarakan oleh Pengelola Desa Wisata Adiluhur. Adanya festival/event yang rutin diselenggarakan sebagai sarana menarik wisatawan agar dapat berkunjung secara rutin. Event yang dibuat nanti harus dapat mengedepankan aspek humanis serta mudah diimplementasikan oleh pengelola Deswita Adiluhur. Adapun Festival yang diimpelementasikan adalah Sport Tourism Festival, English Day Festival, dan Festival Desa Wisata. Ketiga festival tersebut dapat berjalan dengan baik dan mampu mengangkat branding Desa Wisata Adiluhur untuk mendatangkan jumlah wisatawan yang lebih massif.
User Acceptance Test Aplikasi Mobile SI CANTIK BANGSA untuk Pencatatan Kesetaraan Gender dalam Pembangunan Desa Bahtiar, Arief Rais; Ramadhani, Rima Dias; Anto, Novri; Muna, Bunga Laelatul
JITU : Journal Informatic Technology And Communication Vol. 8 No. 1 (2024)
Publisher : Universitas Boyolali

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36596/jitu.v8i1.1376

Abstract

Gender equality is a complex issue that is difficult to eliminate in a society with a strong patriarchal culture. The Gender Empowerment Index (IDG) of Kebumen Regency decreased from 66.89% in 2021 to 66.86. The Kebumen Regency Government together with Institut Teknologi Telkom Purwokerto adopted the Si Cantik Bangsa Platform to support the activities of WANI LEmPER program cadres. This study aims to test the SI CANTIK BANGSA Mobile Application for recording gender equality in village development using the User Acceptance Test (UAT) method, namely alpha testing and beta testing. The results of alpha testing with the black box method show that all application modules are functioning properly. Beta testing using the System Usability Scale (SUS) resulted in an average score of 78.25, which means the application is acceptable with a grade C and an adjective rating of "Good". In conclusion, the Si Cantik Bangsa Mobile Application can be accepted by users, but it needs system improvement. The analysis showed the 6th question had the lowest score of 2.9 and the 9th question a score of 3.1, indicating areas in need of improvement
Komparasi Algoritme C4.5 Dan Naïve Bayes Dalam Klasifikasi Produk Zam–Zam Time Berdasarkan Tingkat Kepuasan Pelanggan Martiyaningsih, Dwi Puspa; Ramadhani, Rima Dias; Dewi, Atika Ratna
Progresif: Jurnal Ilmiah Komputer Vol 19, No 2: Agustus 2023
Publisher : STMIK Banjarbaru

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35889/progresif.v19i2.1226

Abstract

The grouping of Zam-Zam Time products based on the level of customer satisfaction is carried out using the C4.5 and Naïve Bayes classification algorithms. Algorithm classification for Zam-Zam Time products is carried out to find out which products are classified as Best Selling or Less Selling. The purpose of this study is to measure and analyze the best algorithm for handling data on the level of customer satisfaction. Zam-Zam Time is classified as a best seller or not a best seller. The method used in this study was data preprocessing by distributing questionnaires and labeling taken from private or primary data from Zam-Zam Time itself as well as the results of a questionnaire of 400 customer respondents, then a classification analysis process was carried out. The results of the performance of the C4.5 Algorithm in the classification of Zam-Zam Time products are classified as Best Selling or Less Selling, namely with a Training data accuracy value of 98%, computation time of 0.003989458084106445 seconds, Testing data accuracy value of 96%, commutation time of 0.001993417739868164 seconds, with the 8th max_depth, and while Naïve Bayes Data Accuracy Value Training 90% computing time 0.0049860477447509766 seconds, Data Testing 85%, computing time 0.0019948482513427734 seconds.Keywords: Classification; Customer Satisfaction; C4.5 Algorithm; Naïve Bayes; Zam-Zam Time AbstrakPengelompokan produk Zam-Zam Time berdasarkan tingkat kepuasan pelanggan dilakukan menggunakan klasifikasi algoritme C4.5 dan Naïve Bayes. Klasifikasi algoritme pada produk Zam-Zam Time dilakukan untuk mengetahui produk tergolong laris atau kurang laris. Tujuan dari penelitian ini mengukur dan analisis algoritme terbaik dalam menangani data tingkat kepuasan pelanggan Zam-Zam Time tergolong laris atau kurang laris. Metode yang digunakan dalam penelitian ini adalah dilakukan preprocessing data dengan penyebaran kuesioner dan pelabelan yang diambil dari data privat atau primer dari Zam-Zam Time itu sendiri serta hasil kuesioner sebanyak 400 responden pelanggan, kemudian dilakukan proses analisis klasifikasi. Hasil kinerja Algoritme C4.5 dalam klasifikasi produk Zam-Zam Time tergolong Laris atau Kurang Laris yaitu dengan Nilai Akurasi data Training 98%, waktu komputasi 0.003989458084106445 detik, nilai akurasi data Testing 96%, waktu komutasi 0.001993417739868164 detik, dengan max_depth ke-8, sedangkan Naïve Bayes Nilai Akurasi data Training 90% waktu komputasi 0.0049860477447509766 detik, data Testing 85%, waktu komputasi 0.0019948482513427734 detik.Kata Kunci: Kepuasan Pelanggan; Algoritme C4.5; Naïve Bayes; Klasifikasi; Zam-Zam Time
PENGUATAN KAPASITAS PERAN AKTIF PEREMPUAN MELALUI PROGRAM WANITA MELEK PERENCANAAN DESA (WANI LEMPER) BERBASIS TEKNOLOGI INFORMASI DI DESA LOGEDE, KABUPATEN KEBUMEN Ramadhani, Rima Dias; Hikmaturokhman, Alfin; Bahtiar, Arief Rais; Nugraha, Novanda Alim Setya; Muna, Bunga Laelatul; Raharja, Pradana Ananda
Jurnal Hilirisasi Technology kepada Masyarakat (SITECHMAS) Vol. 4 No. 2 (2023): Vol. 4 No. 2 Oktober 2023
Publisher : Politeknik Negeri Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32497/sitechmas.v4i2.4965

Abstract

WANI LEmPER (Wanita Melek Perencanaan) merupakan upaya pemberdayaan masyarakat untuk meningkatkan partisipasi perempuan dalam pembangunan desa Logede Kabupaten Kebumen melalui pemahaman dan pembekalan dalam perencanaan desa. Program ini bertujuan untuk mendorong wanita agar aktif dan berpengaruh dalam seluruh tahapan pembangunan desa, mulai dari perencanaan hingga evaluasi. Pengenalan proses perencanaan desa dianggap efektif dalam menginspirasi partisipasi yang berarti dari wanita dalam penganggaran, pelaksanaan, pemantauan, dan evaluasi pembangunan desa. Program ini merupakan bentuk pelayanan inklusif yang bertujuan membekali wanita dengan pengetahuan dan keterampilan yang diperlukan untuk berperan aktif dalam perencanaan desa, dengan harapan mereka dapat memengaruhi kebijakan pembangunan desa. Dalam rangka mendukung semangat WANI LEmPER, dibuatlah aplikasi PERMATA (Perbincangan Emak-Emak untuk Membangun Desa). Aplikasi ini berfungsi sebagai platform diskusi khususnya perempuan, untuk mengaspirasikan usulan-usulan terkait pembangunan desa. Aplikasi PERMATA telah dapat diunduh dan sudah didaftarkan di Play Store, dan mendukung perempuan desa dalam menyampaikan aspirasi mereka. Program WANI LEmPER dan aplikasi PERMATA menjadi embrio inovasi baru dalam memperkuat pemberdayaan perempuan dalam pembangunan desa, sejalan dengan Sustainable Development Goals (SDGs) terkait Keterlibatan Perempuan Desa yang dicanangkan oleh Kementerian Desa dan PDTT. Keseluruhan upaya ini mendukung penguatan partisipasi wanita dalam merumuskan dan mengawal pembangunan desa secara efisien, efektif, dan real-time.
Performance Comparison Supervised Machine Learning Models to Predict Customer Transaction Through Social Media Ads Thohari, Afandi Nur Aziz; Ramadhani, Rima Dias
Journal of Computer Networks, Architecture and High Performance Computing Vol. 4 No. 2 (2022): Article Research Volume 4 Number 2, July 2022
Publisher : Information Technology and Science (ITScience)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47709/cnahpc.v4i2.1488

Abstract

The application of machine learning has been used in various sectors, one of which is digital marketing. This research compares the performance of six machine learning algorithms to predict customer transaction decisions. The six algorithms used for comparison are Perceptron, Linear Regression, K-Nearest Neighbors, Naïve Bayes, Decision Tree, and Random Forest. The dataset is obtained from Facebook ads transaction data in 2020. The goal is to get a model that has the best performance so that it can be deployed to the web. The method that is used to compare the results is a confusion matrix and also uses visualization of the model to get the prediction error that occurred. Based on the test results, the random forest algorithm has the highest accuracy, recall, and f1-score values, with scores of 96.35%, 95.45%, and 93.32%. The highest precision value was generated by the logistic regression algorithm, which was 94.44%. Based on the data visualization presented by the random forest algorithm, it has the least prediction errors, there are four data. Therefore, it can be concluded that the random forest algorithm has the best performance because it has the highest value in the three confusion matrix measurements and the smallest data prediction error. The model of the random forest algorithm is deployed to the web platform and can be accessed at the link iklan-sosmed.herokuapp.com.
Peningkatan Kompetensi Guru di Sekolah Menengah Islam Ihsanul Fikri melalui Pelatihan Pengembangan Media Pembelajaran Berbasis Kecerdasan Buatan: Sebuah Studi Mixed-Methods Ramadhani, Rima Dias; Ilham, Ahmad; Sam’an, Muhammad; Fathurohman, Akhmad; Safuan, Safuan; Munsarif, Muhammad; Assaffat, Lukman; Kindarto, Asdani; Anggana, Muhammad Wahyu; Firmasyah, Teguh; Syaifani, M. Amin; Ahyana, Afan Arga; Nugroho, Adi; Kurnia, Janu Yogi
Jurnal Surya Masyarakat Vol 7, No 2 (2025): Mei 2025
Publisher : Universitas Muhammadiyah Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26714/jsm.7.2.2025.207-214

Abstract

The training program on Artificial Intelligence-based Learning Media Development (P3MP-AI) represents a strategic initiative to enhance the quality of education at the Ihsanul Fikri Integrated Islamic High School. In the rapidly evolving landscape of information technology, the integration of Artificial Intelligence (AI) technology into education has become an urgent necessity. This endeavor aims to address the personalized learning needs, overcome human resource and time constraints, and enhance the overall quality of education in achieving educational goals. Through the Active and Interactive Learning Method (MPB-AI) approach, educators engage in various practical and interactive activities, enabling them to comprehend and applykecerdasan buatanconcepts practically. Evaluation of this training program demonstrates significant achievements in enhancing participants' understanding and skills, as well as a high level of creativity and diversity in AI-based learning media development practices. Thus, this training program has successfully achieved its objectives in improving the quality of education at the Ihsanul Fikri Integrated Islamic High School. Recommendations for future activities include extending the duration of implementation for optimal goal attainment and developing similar activities periodically to continually enhance educators' abilities in delivering more effective and efficient learning experiences.
Co-Authors Adi Nugroho Afandi Nur Aziz Thohari Afandi Nur Aziz Thohari Afandi Nur Aziz Thohari Afandi Nur Aziz Thohari, Afandi Nur Aziz Agi Prasetiadi AGUS PRIYANTO Agus Priyanto Agustianto, Satya Helfi Ahyana, Afan Arga Akhmad Fathurohman Alfin Hikmaturokhman Amalia Beladinna Arifa Anggana, Muhammad Wahyu Annisa Nugraheni Anto, Novri Apri Junaidi Ardianne Luthfika Fairuz Arief Rais Bahtiar Ariesta Dwi Saputri Atika Ratna Dewi Aulia, Avina Ulfa Aulia, Avina Ulfa Auliya Burhanuddin Ayu Silvia Bintang Abillah Safna Condro Kartiko Danny Kurnianto Dasril Aldo Dian Nurdiansyah Didi Supriyadi Edelin Gultom Fadilah, Moh Lutfi Firmasyah, Teguh Ilham, Ahmad Janur Syah Putra Kindarto, Asdani Kurnia, Janu Yogi Lukman Assaffat Mahargyani, Yasinta Swasti Martiyaningsih, Dwi Puspa Merlinda Wibowo Muna, Bunga Laelatul Munsarif, Muhammad Nashrulloh Khoiruzzaman Nia Annisa Ferani Tanjung Nora Trivetisia Novanda Alim Setya Nugraha Pradana Ananda Raharja Purwono, Adhi Rahmatika Diana Firdaus Rifki Adhitama, Rifki Safuan Safuan Sam’an, Muhammad Sena Wijaya Sena Wijayanto Setiawan, Rehan Nur Sidiq, Muhammad Fajar Siti Khomsah, Siti Syaifani, M. Amin Teguh Rijanandi Tri Ginanjar Laksana Tri Ginanjar Laksana Wahyu Adi Prabowo Yohani Setiya Rafika Nur