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Nurmalasari Nurmalasari
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Implementation of Prophetic Parenting Strategies to Simulate the Development of Religious and Moral Values in Young Children Nurmalasari, Nurmalasari; Istiqlaliyah, Hulailah
Kiddie: Early Childhood Education and Care Journal Vol. 3 No. 2 (2026): Kiddie: Early Chilhood Education and Care Journal
Publisher : Muttaqien Publishing, Pusat Penelitian dan Pengabdian kepada Masyarakat STAI DR.KH.EZ.Muttaqien Purwakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52593/kid.03.2.01

Abstract

Early childhood is an individual who is experiencing development and growth. Early childhood 0-5 years old has a rapid potential in the formation of morals, therefore it is necessary to have proper care to form good character and morals. One effort that can be done is to apply parenting patterns like the Prophet Muhammad or known as prophetic parenting, such as displaying good role models, finding the right time to provide guidance, being fair and fulfilling children's rights, giving punishment and helping children to be devoted and do obedience. By applying this method, it is hoped that the development of religious and moral values of early childhood is achieved in accordance with Permendikbud No. 137 of 2014 concerning STPPA for ages 4-6 years. The purpose of this study was to determine the application of prophetic parenting in improving the development of religious and moral values of early childhood at PAUDQu Annisa Depok. Researchers conducted observations of teaching and learning activities inside and outside the classroom by observing the behavior of each child. The method used in this study is Qualitative Descriptive, namely direct observation and description. In this study, the techniques used to collect the data needed by the researcher were by means of observation, interviews, and documentation. The results of this study indicate that the school has a program that implements Islamic values and the teachings of the Prophet Muhammad such as the habit of memorizing the Quran, practicing congregational prayer, memorizing daily prayers and hadiths and telling the story of the prophet which are practiced routinely and consistently so that they can improve the development of religious and moral values of early childhood in accordance with STPPA Permendikbud No. 137 of 2014 aged 4-6 years.
A Hybrid Deep Learning–Machine Learning Approach for the Identification of Active Compounds in Blumea balsamifera (Sembung Leaves) Kusnaeni, Kusnaeni; Prihatin, Prihatin; Rahmatullah, Rahmatullah; Hafid, Mega Sartika; Nisardi, Muhammad Rifki; Nurmalasari, Nurmalasari; Andy B, Afif Budi
ILKOM Jurnal Ilmiah Vol 18, No 1 (2026)
Publisher : Prodi Teknik Informatika FIK Universitas Muslim Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33096/ilkom.v18i1.3195.165-179

Abstract

Blumea balsamifera (sembung) is a medicinal plant with well-documented antibacterial, anti-inflammatory, and analgesic properties. However, the systematic identification of its bioactive compounds remains a significant challenge due to the complexity and high dimensionality of LC–MS (Liquid Chromatography–Mass Spectrometry) data. This study aims to develop a robust computational framework for automated compound identification using a hybrid modeling approach.A hybrid model integrating Long Short-Term Memory (LSTM) and Extreme Gradient Boosting (XGBoost) was employed to enhance feature extraction and classification performance. The LSTM component was utilized to capture sequential dependencies in spectral data, while XGBoost performed optimized classification through gradient boosting. This integration enables efficient handling of complex spectral patterns and improves predictive accuracy.The proposed model achieved an accuracy of 91%, demonstrating strong performance in classifying and identifying bioactive compounds. Feature importance analysis identified several key compounds contributing to the model predictions, including Luteolin-7-methyl-ether, Umbelliferone, Blumeatin, Dihydroquercetin-7,4′-dimethylether, Chrysosplenol C, Blumealactone B, and Blumeaene E. These compounds are associated with known pharmacological activities, supporting the therapeutic relevance of B. balsamifera.The proposed hybrid LSTM–XGBoost framework provides an effective and scalable approach for LC–MS-based compound identification. This method reduces analytical complexity, enhances classification reliability, and offers a data-driven strategy for accelerating phytochemical research and bioactive compound validation
Co-Authors A.P, Teti Sunia Abdul Kadir Abdul Rahim Adinda, Nabila Aditya, Hafiz Noval Hasany Agustina, Yuni Ahmad Sayuti Ai Deudeu Maria Dewi Akbar, Alfian Akbar, Bambang Putra Al Ziddan, M. Rasyid Ala, Nurul Alamsyahbana, M. Isa Alexander Kurniawan Sariyanto Putera Alfian, Sony Nur Alhabsyi, Firdiansyah Andani, Ramli Andy B, Afif Budi Anggar Titis Prayitno Anna Anna, Anna Anwar, Syaeful Asep Nursobah, Asep Astari, Nurul Putri Astini, Baik Nilawati Audina, Yulia Putri Azin Taufik, Azin Aziz, Faruq Baehaqi Baihaqi, M. Bakri, Suriyanto Briansa, Khaleed Sheehan Buana, Muhammad Candra Cambaba, Sunarti Chandra, Ika Dadang Kurnia, Dadang Dahnilsyah, Dahnilsyah Darmaniar, Darmaniar Delima, Septia Putri Deni Kurnia Dian Safitri Diana Sari Diana, Jumianti Duhana, Tara Duldjaman, M. Dwi Ratna Sari, Dwi Ratna ekawati, Siti Lusiana Ekawati Eko Haryanto Fachruddin, Suaedi Fadly Azhar Fajriyani, Suzan Fiqh Fazriyansyah fitria, Nurul Fitria Fitriyanti, Reno Gata, Windu Gunawan, Syahrul Habibi, M.A Muazzar Hafid, Mega Sartika Hamidah . Harwadi, Fuad Hasan Basri Hasriani Hasriani, Hasriani Hedy Hardiana Hendra Darmawan Hendri Hendri Ida Zuniarti, Ida Irmayanti Irmayanti, Irmayanti Isdaryanti Isdaryanti Ishmah, Zati Istiqlaliyah, Hulailah Jacky, Jacky Jaelani, Medianto Jimmy Copriady, Jimmy Julianti, Evi Jumkhairatul, Lulu Keintjem, Regina Gabriel Khairunnisa, Salsabila Rophi Khusni Kusnaeni Kusnaeni, Kusnaeni Latifah Latifah Lestari, Imeldrif Tri Lusiana Pratiwi, Risca M IRFAN, M M. Rafi Mahdum Mahruddin, Amir Mahruddin, Amir Mahwiyah, Mahwiyah Mareta, Karina Vivinanda Maulana Maulana, Maulana Mega Fatimah Rosana Merdana, I Nyoman Mohamad Erihadiana, Mohamad Mohammad Kamal Reza MUDAIM MUDAIM, MUDAIM Muhammad Afif Muhammad Rifki Nisardi Muhammad Sony Maulana Mustaruddin Mustopa, Debi Nabila, Nabila Nabilla, Rahma Ni Nyoman, Ratini Nita Merlina, Nita Nuranita Adiastuty, Nuranita Nurhasanah Nurhasanah Nuriyani Nuriyani, Nuriyani Nurmala Nurmala Nurmalasari Nursyalim, Alwi Dwi Nursyavidha, Nadia Oktaviani, Nia Oktaviani, Nia Pramita, Maharani Eka Prasetia, Ficky Pratiwi, Risca Lusiana Prayitna, Yusri Prihatin Prihatin, Prihatin Qiqi Yulianti Zakiyah Qiqi Yuliati Zaqiah, Qiqi Yuliati Radiah, Radiah Rahmah, Mufti Hatur Rahmasari, Alifiana Rahmatullah Rahmatullah Rahmawati, Rahmawati Rahmayanti, Yulya Rahmi Rahmi Raja Sabaruddin Ramadani, Suci Ramadhan, Muhammad Rafi Ramadhan, Satria Rizqi Iman Rein, Rein Resti Yektyastuti, Resti Reza Fauzi Rini Oktofiyani, Rini Rizka, Jihan Rokhmayanti, Rokhmayanti Rusyani, Emy Ruth Dameria Haloho S. Rahayu, S. Saepudin Mashuri Safitri, Sri Dewi Ayu Siti Masturoh Suaib, Muhammad Daffa Sulastri, Dini Sumarni Syamsir W, Syamsir W Syukrika Putri Syumiarti, Syumiarti Taopik Hidayat Tjahyo Baskoro, Winardi Trisnawati, Ni Luh Putu Ummah, Baiq Hizanatul Usman, Al Zaima Usman, Puspa Indah Rizkika vitapratiwi, Vita Pratiwi Wakhyu Anggraeni, Wakhyu Wibowo, Pascalis Pria Widi Astuti Wina Wulandari Winanti, Linda Anjar Yeheskiel, Yeheskiel YOANDA, YURIKA PRISILIA Yosua Yosua Zakirah Raihani Ya’la