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eka rahmawati
Program Studi Magister Ilmu Fisika Jurusan Fisika Fakultas MIPA Universitas Brawijaya Malang
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IMPLEMENTASI ALGORITMA J48 DENGAN TEKNIK BAGGING UNTUK PREDIKSI KIPI PESERTA VAKSINASI COVID-19 Rahmawati, Eka; Agustina, Candra
Indonesian Journal of Business Intelligence (IJUBI) Vol 5 No 1 (2022): Indonesian Journal of Business Intelligence (IJUBI)
Publisher : Universitas Alma Ata

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21927/ijubi.v5i1.2072

Abstract

The Covid 19 vaccination is considered to be the most effective way to prevent the spread of the Corona Virus, in addition to a clean lifestyle such as washing hands, wearing masks, and keeping a distance from other people. Several large vaccine manufacturing companies in the world have issued a product in the form of a Covid-19 vaccine with various levels of effectiveness. The vaccine is still being distributed throughout the world, including Indonesia. The vaccine obtained an emergency distribution permit from the authorized institution and was administered to community groups that meet the requirements. However, during the implementation of the vaccine, many AEFIs (Post Immunization Adverse Events) were found, such as dizziness, fever, headaches, and some even fainted. Although not dangerous but quite disturbing for people with solid activities. Therefore, it is necessary to predict whether participants will get AEFI or not. The data consists of 8 Attributes, after being processed using the J48 Algorithm, the results show that the attributes that have a strong influence are 7 Attributes, while the rest have no major effect. The accuracy level of the prediction model obtained is 91,22% with this level of accuracy, it means that the model can be utilized by the parties concerned to then be able to anticipate.
IMPLEMENTASI SMOTE DAN ALGORITMA MACHINE LEARNING UNTUK MENINGKATKAN AKURASI REKOMENDASI HOTEL Agustina, Candra; Rahmawati, Eka; Irawan, Denny; Tristanti, Vriska wahyu
Indonesian Journal of Business Intelligence (IJUBI) Vol 7 No 2 (2024): Indonesian Journal of Business Intelligence (IJUBI)
Publisher : Universitas Alma Ata

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21927/ijubi.v7i2.5141

Abstract

Pariwisata memiliki peran penting dalam perekonomian global, dengan destinasi seperti Candi Borobudur menarik berbagai jenis pengunjung. Untuk meningkatkan pengalaman wisatawan, rekomendasi hotel yang akurat menjadi sangat penting. Namun, data yang tidak seimbang, seperti ulasan positif yang terlalu dominan, sering kali mengurangi kinerja model machine learning yang digunakan untuk rekomendasi. Penelitian ini bertujuan untuk mengatasi masalah tersebut dengan menerapkan Synthetic Minority Over-sampling Technique (SMOTE) guna menyeimbangkan dataset dan meningkatkan akurasi rekomendasi hotel. Beragam algoritma machine learning, termasuk Random Forest, Support Vector Machines, dan Neural Networks, diterapkan dan dievaluasi. Hasil penelitian menunjukkan bahwa penerapan SMOTE secara signifikan meningkatkan kinerja semua model, dengan Random Forest memberikan hasil terbaik. Studi ini menunjukkan bahwa SMOTE, dalam kombinasi dengan teknik machine learning, memberikan solusi yang kuat terhadap ketidakseimbangan kelas pada sistem rekomendasi hotel, sehingga menghasilkan rekomendasi yang lebih andal dan relevan bagi wisatawan. Temuan ini memiliki implikasi penting bagi manajemen hotel dan sektor pariwisata secara keseluruhan.
Ruang Konselingku: Program Konseling Islami Interaktif Berbasis Media Sosial Sebagai Upaya Mitigasi Stres Akademik Pada Generasi Z Maulla, Nabilla Fatmawati; Rahmawati, Eka; Fahmi, Lukman
Jurnal Bimbingan dan Konseling Islam Vol. 14 No. 2 (2024): December
Publisher : Jurusan Bimbingan dan Konseling Islam

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

Abstract

Generation Z faces various academic pressures that may lead to stress and have negative impacts on their mental and spiritual health. Generation Z’s close engagement with social media can be utilized as an alternative medium for Islamic counseling services that are more accessible and relevant to their needs. This study aims to examine RuangKonselingku as an interactive Islamic counseling program based on social media, specifically Instagram, designed to help Generation Z mitigate academic stress. This research employs a qualitative approach with a descriptive design through a library research method. Data were obtained from various references, including books, journals, articles, and relevant scientific documents, particularly those published within the last ten years. The data collection instrument was documentation study, while data analysis was conducted using descriptive analysis techniques, including data collection, data reduction, data presentation, and conclusion drawing. The results indicate that RuangKonselingku is an innovative Islamic counseling service with significant potential in providing psychological and spiritual support for Generation Z by utilizing social media as an interactive medium. This program is considered capable of serving as a strategy for mitigating academic stress while strengthening religious values in addressing the challenges of modern education.
Jenis Tindak Tutur dan Prinsip Kesantunan dalam Film Pendek Es Krim Terakhir dari Ayah Rahmawati, Eka; Fatwa, Anissa Nur; Lestari, Elsa Aulia; Nadyatunnisa, Gina; Ruslan, Titin Setiartin
Jurnal Bahasa dan Sastra Vol 13 No 1 (2026): Januari
Publisher : STKIP PGRI Ponorogo Press

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.60155/jbs.v13i1.697

Abstract

This study examines the types of speech acts and politeness principles found in the short film “Es Krim Terakhir dari Ayah | Bensurvive Series,” released on the MOP Channel in 2024. The research is motivated by the need to understand family communication patterns represented through audiovisual media that portray language use within real-life contexts. Using a descriptive qualitative method, data were collected through observation and note-taking, then analyzed using Searle’s classification of speech acts and Leech’s politeness principles. The results show 48 identified speech acts, consisting of assertive (35.4%), directive (31.3%), expressive (29.2%), and commissive acts (4.2%), while no declarative acts were found. Meanwhile, 47 data points related to politeness principles were identified, dominated by the tact maxim (27.66%), followed by the approbation and sympathy maxims (21.28% each), the modesty maxim (12.77%), the generosity maxim (10.64%), and the agreement maxim (4.26%). A total of 46 data points (97.87%) adhered to politeness maxims, while 1 datum (2.13%) violated the tact maxim. These findings indicate that the film highlights communication patterns characterized by information sharing, requests, emotional expression, and polite interaction within a family setting. The study concludes that the film portrays harmonious and empathetic family communication and contributes to pragmatic studies focusing on speech acts and politeness in audiovisual media.
Hubungan usia ibu hamil dan hipertensi dengan kejadian abortus Septiani, Tety; Rahmawati, Eka; Rosadi, Erik
Jurnal Asuhan Kebidanan Vol 6 No 01 (2025): Journal of Midwifery Care
Publisher : Lembaga Penelitian Sekolah Tinggi Ilmu Kesehatan Kuningan Garawangi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.34305/7t4eqb35

Abstract

Latar Belakang: Berdasarkan WHO penyebab langsung kematian ibu terjadi saat dan pascamelahirkan. Sekitar 75% kasus kematian ibu diakibatkan oleh perdarahan, infeksi, dan hipertensi saat kehamilan dan Adapun faktor-faktor yang dapat menyebabkan abortus adalah umur ibu, usia kehamilan, hipertensi, jumlah paritas, jarak kehamilan, tingkat pendidikan status ekonomi, dan riwayat abortus sebelumnya. Tujuan penelitian untuk mengetahui hubungan usia dan hipertensi dengan kejadian abortus.Metode: penelitian kuantitatif dengan rancangan cross sectional dengan populasi 1.134 teknik simple random sampling dengan sampel 94 dengan uji chi-square.Hasil: hasil penelitian tentang usia ibu hamil dengan kejadian abortus menunjukan bahwa p value 0,005 dan hubungan hipertensi dengan kejadian abortus menunjukan bahwa p value 0,315.Kesimpulan: Adanya hubungan antara usia ibu hamil dengan kejadian abortus dan tidak adanya hubungan antara ibu hamil yang mengalami hipertensi dengan kejadian abortus.
Pengaruh Rasio Likuiditas, Profitabilitas, dan Solvabilitas terhadap Kinerja Keuangan pada Perusahaan Sektor Transportasi dan Logistik yang Terdaftar Di BEI Periode 2020-2024 Rahmawati, Eka; Rajagukguk, Peter
Jurnal Publikasi Ekonomi dan Akuntansi Vol. 6 No. 1 (2026): Januari: Jurnal Publikasi Ekonomi dan Akuntansi
Publisher : Pusat Riset dan Inovasi Nasional

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51903/jupea.v6i1.5397

Abstract

This study aims to determine the effect of liquidity, profitability, and solvency ratios on financial performance. The research utilizes a descriptive quantitative approach with panel data regression analysis, using secondary data processed through Eviews 12. The results of the partial test indicate that the liquidity ratio, measured by the Current Ratio (CR), does not significantly affect financial performance, while the profitability ratio, measured by the Net Profit Margin (NPM), has a significant effect on financial performance. The solvency ratio, measured by the Debt to Equity Ratio (DER), does not have a significant effect on financial performance. The results of the simultaneous test show that liquidity, profitability, and solvency ratios, when considered together, have a significant impact on financial performance. The Adjusted R-squared value indicates that 65% of financial performance (ROA) can be explained by liquidity, profitability, and solvency, while the remaining 35% is influenced by other variables outside this research model.
Kajian Hasil Pengujian Empiris Implementasi E-Government di Indonesia Mubarok, Abdulloh; Rahmatika, Dien Noviany; Firmansyah, Fahmi; Rahmawati, Eka
JURNAL ILMIAH ULTRAS BREBES Vol 5 No 2 (2022): Jurnal Ilmiah Ultras Brebes
Publisher : Badan Perencanaan Pembangunan, Riset dan Inovasi Daerah Kabupaten Brebes

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Abstract

 Artikel ini bertujuan mengeksplorasi dan mereview literatur terkait pengujian secara empiris implementasi egovernment di Indonesia. Untuk mencapai tujuan tersebut, penulis mengumpulkan data dengan teknik literature review dan menemukan 16 artikel relevan. Proses review terhadap literatur tersebut menyimpulkan ada tiga tipe pengujian: pertama pengujian implementasi e-government berdasarkan lembaga pemerintahan, seperti provinsi, kabupaten/kota, kecamatan dan desa. Kedua pengujian implementasi e-government berdasarkan sektor kegiatan seperti kementerian, diskominfo, kantor samsat dan lain-lain. Ketiga pengujian implementasi e-government berdasarkan tahapan implementasi. Hasil pengujian implementasi e-government berdasarkan lembaga pemerintahan dan sektor secara umum menyimpulkan untuk kota-kota besar seperti Bandung dan Surabaya, jumlah dan jenis e-government yang diaplikasikan cenderung banyak dan beragam. Implementasi ini dilakukan dalam rangka memberikan pelayanan yang lebih baik terhadap masyarakat. Sementara untuk kabupaten dan lembaga pemerintahan di bawahnya e-government yang diaplikasikan cenderung sederhana. Adapun hasil pengujian implementasi e-government berdasarkan tahapan implementasinya secara umum menyimpulkan perkembangan implementasi e-government masuk dalam tahapan pemantapan dengan peringkat rendah. Aplikasi e-government belum dimanfaatkan secara efektif dan maksimal. 
TINGKAT PENGETAHUAN SUAMI MENGENAI ASI EKSKLUSIF DAN HUBUNGANNYA DENGAN PENERAPAN BREASTFEEDING FATHER Sari, Dian; Aryani Putri, Desy Aryani Putri; Rahmawati, Eka; Nur Rachmawati, Imami
Jurnal Kesehatan - STIKes Prima Nusantara Vol 8 No 1 (2017)
Publisher : LPPM Universitas Prima Nusantara Bukittinggi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35730/jk.v8i1.280

Abstract

Data Pemerintah Provinsi Jakarta (2003) menyebutkan angka kematian bayi di Indonesia 20 per 1000 kelahiran hidup. Salah satu cara mengurangi angka tersebut adalah pemberian ASI eksklusif. Keberhasilan program ini membutuhkan dukungan dari suami yang dikenal dengan breastfeeding father. Penelitian ini menggunakan deskriptif korelatif untuk menggambarkan hubungan tingkat pengetahuan suami mengenai ASI ekslusif dan penerapan breastfeeding father pada 60 suami pekerja di beberapa kantor di Jakarta dan Depok. Hasil penelitian menunjukkan bahwa tidak ada hubungan antara pengetahuan suami mengenai ASI ekslusif dan penerapan breastfeeding father (p value=0,275; CI=95%). Penelitian ini merekomendasikan untuk memperhatikan faktor perancu yang berpengaruh terhadap penerapan breastfeeding father.
Develompent of Machine Learning Model to Predict Hotel Room Reservation Cancellations Rahmawati, Eka; Nurohim, Galih Setiawan; Agustina, Candra; Irawan, Denny; Muttaqin, Zainal
Jurnal Teknologi Informasi dan Terapan Vol 11 No 2 (2024): December
Publisher : Jurusan Teknologi Informasi Politeknik Negeri Jember

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.25047/jtit.v11i2.431

Abstract

The frequent cancellations of hotel room reservations have become a pressing issue for the hospitality industry, especially in high-tourism areas such as Borobudur, Indonesia. This research develops a predictive machine learning (ML) model to identify cancellation probabilities to support proactive decision-making for hotel management. Using datasets from Borobudur-based hotels, key variables such as booking lead time, arrival month, and reservation outcomes were analyzed. Random Forest demonstrated the best performance, achieving an accuracy of 86.36% with a precision of 88.06%, recall of 93.65%, and F1-score of 90.77%. Logistic Regression demonstrated moderate effectiveness, while Bayesian Networks underperformed, highlighting the importance of robust algorithms for such tasks. The findings underscore the potential of ML models, particularly Random Forest, to reduce financial losses and enhance operational efficiency in the hospitality sector by anticipating cancellations and facilitating better resource allocation
Faktor-Faktor Yang Mempengaruhi Terjadinya Pernikahan Dini Pada Remaja di Dusun Sei Sembilang Kecamatan Banyuasin II Kabupaten Banyuasin Tahun 2025 Tika, Nadia Septiani Rahma; Dewi, Ratna; Rahmawati, Eka
JURNAL BIDANG ILMU KESEHATAN Vol 16, No 1 (2026): Jurnal Bidang Ilmu Kesehatan
Publisher : Universitas Respati Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52643/jbik.v16i1.8229

Abstract

Early marriage remains one of the reproductive health issues as well as a social problem with a relatively high prevalence in Indonesia, including in Banyuasin Regency. According to BPS (2023) data, early marriage in Indonesia’s South Sumatra Province ranks second among five provinces, with a percentage of 11.41%. Initial data obtained through interviews with the Head of Dusun Sei Sembilang Village indicated that there were 60 adolescents in 2022, 50 adolescents in 2023, 63 adolescents in 2024, and 46 adolescents in the January–March 2025 period, showing a tendency for early marriage to increase.This study aims to examine the influence of education, knowledge, and family support on the occurrence of early marriage among adolescents. The study employed a quantitative analytic design with a cross-sectional approach. A total of 46 adolescents were sampled using total sampling technique. Data were analyzed using the Chi-Square test.The results showed a significant relationship between education (p=0.042), knowledge (p=0.000), and family support (p=0.000) with early marriage. The conclusion of this study is that low education, lack of knowledge about reproductive health, and high family support are dominant factors contributing to the occurrence of early marriage in Dusun Sei Sembilang. The study recommends the enhancement of reproductive health education programs, promotion of appropriate marriage age, and strengthening the role of families in providing positive support so that adolescents can postpone marriage until an ideal age
Co-Authors A. Kemal Riza A.A. Ketut Agung Cahyawan W Abdulloh Mubarok Adani, Dinabilah Adani, Dinabilah Adi Wibowo Afriani, Yulia Agustina, Risqi Amalia Ahmad Arief Ahmad Arif Ahmad Fauzan Ahmad Shofiyuddin Ichsan Akbar, Khilda Ngiliya Akhmad Syukron Al-Maliki, Muhammad Alwi Al-Maliki, Muhammad Alwi Alfiandra Alfiandra, Alfiandra Amir Mahmud Amlah, Amlah Amriana Ananda, Delya Saski Anggia Suci Pratiwi Anggita, Christina Yuli Annajib, Barra Rifki Aprillia, Della Arie Anggraini Arya, Ghaitsa Zahira Asikin, Siti Badria` Asri Maspupah Asrodin, Mukhammad Astin Nur Hanifah Asyari, Utep Aulia R, Vina Ayu Fitriana Ayu Puji Lestari Bela Purnama Dewi Budi Hendrawan Budi Warsito Candra Agustina Catur Edi Widodo Chandra Kesuma Damayanti, Arista Denny Irawan Desy Aryani Putri Aryani Putri, Desy Aryani Putri Dewi Rosariah Ayu Dewi, Chitra Dian Puspita Sari Dian Sari Dien Noviany Rahmatika Drianti, Astik Dwijayani, Lidya Dwiza Riana Eka Afrika Eka Intan Fitriana Ekaria, Titin Erik Rosadi Erita, Melli Ernawati Ernawati F, Nanda Laelatul Fachry Abda El Rahman Fadli, Mohamad Fahmi, Lukman Fairuzy, Rifda Fatmawati, F Fatwa, Anissa Nur Fauzi Ahmad Muda Fauziah, Gaitsa FIKA MINATA WATHAN Firdausa, Ummi Sauqinna Firmansyah, Fahmi Fitria, Febby Zuriani Fransisca Natalia Galih Setiawan Nurohim Ghazali, Puspa Liza Gian Sugiana Sugara, Gian Sugiana Gunawan Budi Sulistyo Hadi Pratomo Hadijah Hadijah Handayani, Sri Hardyanti, Dini Harisman, Gani Haryati Haryati HELNI ANGGRAINI Henny Sanulita Hermadianti, Nisa Hertanti Indah Lestari, Hertanti Indah Hutasoit, Julinda Imami Nur Rachmawati Inayah, Maudila Ince Raden Indah Anisykurlillah Indraini, Putu Lusita Nati Indri Neforawati, Indri Indriani, Putu Lusita Nani Intan Saputri, Meida Irdamurni ismu nandar Ismunandar Jamiyatun, Jamiyatun Kancanadana, Galuh Karno Karno Khasanah, Aswatun Khultsum, Umi Khusnul H, Resya Fauka khusnul khotimah Koesuma, Sorja Komala Sari, Siti Nur Kurniasih, Sinta Kusuma, Ana Dwi Kutiah, Kutiah Laily, Isnaini Mufidatul Laksmi Dewi, Laksmi Lasmijiani, Lasmijiani Latama, Arfah Latif, Farida Lestari, Elsa Aulia Linda Setiawati, Linda Linda, Aulia Nova Lusiyanti, Ayang Maharani Maharani, Maharani Mariati, Piska Mastina, Mastina Maulla, Nabilla Fatmawati Mayangsari, Ita MERISA RISKI Meta Anggraini Mildaratu, Mildaratu Mudrikah, Ika Muhammad Subhan Mujiarto, Mujiarto Murniati . Mutiah Mutiah Mutiara Hikmah Mutmainnah, Putri Nabila, Dita Dwi Nadyatunnisa, Gina Nikman Azmin Ningsih, Arfita Nita Aryani Novi Khoiriawati Noviyanti, Toyiba Nurdian Susilowati Nurhanifah Nurhanifah Nurhasanah Nurhasanah Nurlaeli, Nurlaeli Nurmiati Nurmiati Permata, Afifta Ilham Pesihatu, Jumeiyanti Fajar Sitta Peter Rajagukguk Prabowo, Dimas Luhur Aji Pratiwi, Cici Pujiono, Topan Purwanti, Shandy Novilya Puspita Sari, Erma Putra, Alfariza Dwi Mandala Putri, Mirta Dwi PUTU LUSITA NATI INDRIANI Qodriyah, Indah Nor Rachmadiah, Yudith Ragil Wijianto Rahmadani, Sendy Pratiwi Rahmawati, Annida Rama, Faby Toriqir Rama, Faby Toriqir Ratna Dewi Reffi Dhamayanti Rifaldi, Ari Risda Amini Riswanti, Riswanti Rizki Amalia Rochyat, Erwin Arief Romadhon, Muhammad Rosmiati Rosmiati Ruslan, Titin Setiartin Rusmini, Siti Sabriana, Riska Samsinar Samsinar Saputro, Iksan Adi Sardiarinto Sardiarinto Sari, Erma Puspita Sari, Noor Vita Sartika S, Titin Dewi Sartika, Veira Delli SENDY PRATIWI RAHMADHANI Sholikah, Marhatun Sintia, Tia Siti Aisyah SITI AISYAH HAMID Sitta Pesihatu, Jumeiyanti Fajar Solekah, Khofifah Nur Sonia , Bella Sri Maryati Sri Rejeki Sri Wahyuni Sry Agustina Sunanih Sundari Sundari Suprida, Suprida Supriyadi, Andhi Supriyanta Supriyanta Suryana, Ella Suswati, Lis SYAHRANI SYAHRANI Syamsul Hadi Senen, Syamsul Hadi Syihatinal A, Ahlis Tety Septiani Thahirah, Thahirah Tika, Nadia Septiani Rahma Timor, Meri Ratna TITIN DEWI SARTIKA SILABAN Treasa, Adisty Dwi Trisnawati, Sarifah Huri Tristanti, Vriska wahyu Ubaidillah, Amin Usemahu, Nurma Yuni Pary Vembria Rose Handayani Wahyu Ernawati Wahyuni, Ismi Wardani, Rina Winda Istiandini Wiranti, Bhakti Yesi Gusmania, Yesi Yosi Eka Putri Yuliani Yuliani Yulison Herry Chrisnanto Yunita Kristina Zaenal Abidin Zainal Muttaqin