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Analyzing Public Sentiment on The 2024 'Galodo' Disaster Using Natural Language Processing (NLP) Yonatan Yolius Anggara; Dyah Respati Suryo Sumunar; Nurul Khotimah; Rosyid Shidiq Hidayatulloh
International Journal of Geography, Social, and Multicultural Education Vol. 3 No. 2 (2025): 1 October 2025
Publisher : Universitas Negeri Surabaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26740/ijgsme.v3n2.p1-12

Abstract

This study investigates public sentiment during flash floods (Galodo) in West Sumatra by analyzing Twitter data using Natural Language Processing (NLP) via text2data.com. The research applies Latent Dirichlet Allocation (LDA) for topic modeling to identify dominant themes in public discussions. Findings indicate that 97.9% of sentiments expressed were positive, primarily centered on disaster impacts, situational updates, flood causes, and community reactions to government-led disaster management efforts. The study underscores social media’s influence in shaping public discourse during crises. A key contribution of this research is its integration of LDA-based topic modeling with sentiment analysis, specifically targeting Twitter discussions on flash floods in West Sumatra. This methodological approach offers valuable insights into how communities communicate and perceive natural disasters through digital platforms. The results suggest that social media fosters constructive dialogue during environmental emergencies, which can inform crisis communication strategies and enhance disaster response policies. By examining public sentiment and discussion trends, the study highlights the potential of social media analytics for improving disaster management frameworks. The predominance of positive sentiments reflects community resilience and engagement, providing policymakers with data-driven perspectives to optimize emergency responses. This research advances understanding of digital communication patterns during disasters, demonstrating the utility of NLP and topic modeling in crisis-related social media analysis.Ultimately, the findings emphasize the importance of leveraging social media data to gauge public sentiment, enabling more effective disaster communication and policy adaptations in vulnerable regions like West Sumatra.
Relevance of Cash Flow Information in Long-Term Investment Assessment: Time Value of Money Perspective Nurul Khotimah; Muchriana Muchran; Uswatun Khasanah
IECON: International Economics and Business Conference Vol. 3 No. 1 (2025): International Conference on Economics and Business (IECON-3)
Publisher : www.amertainstitute.com

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.65246/0d0db776

Abstract

This study aims to examine the relevance of cash flow information in the long-term investment assessment process by considering the time value of money perspective. The study was conducted at PT Mahaka Media Tbk during the period 2020–2022, using consolidated financial statement data covering cash flows from operating, investing, and financing activities. The analysis methods used include cash flow evaluation, capital expenditure (CAPEX) calculation, and free cash flow (FCF) to measure the company's ability to finance its long-term investments internally. The results of the study show that PT Mahaka Media Tbk consistently experiences negative operating cash flow, which has an impact on the company's dependence on external funding to support investment. This condition affects the present value of future cash flows due to higher capital costs, thus reducing the feasibility of long-term investment. This finding emphasizes the importance of integrating cash flow information and the concept of the time value of money in investment decision making, in order to ensure that investment projects can generate added value sustainably. This study provides practical implications for financial management in formulating more effective cash flow and investment management strategies.
Analisis Langkah – Langkah Dalam Melaksanakan Inovasi Kurikulum Pendidikan Dewi Ambarwati; Ferdy Al-Fikri; Nurul Khotimah
QAZI: Journal of Islamic Studies Vol 1 No 1 (2024): 2024
Publisher : PT.Hassan Group Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61104/qazi.v1i1.161

Abstract

Kurikulum sebagai bahan rujukan dalam proses pembelajaran harus mampu menciptakan dan mengantarkan peserta didik yang diharapkan masyarakat berdasarkan kebutuhan zamannya. Tujuan penelitian ini adalah untuk menganalisis dan mendeskripsikan langkah-langkah dalam melaksanakan inovasi kurikulum pendidikan. Pendekatan dalam penelitian ini menggunakan studi kepustakaan, dimana seluruh data diambil melalui buku dan jurnal ilmiah. hasil penelitian ini mengungkapkan bahwa dalam melaksanakan pembaharuan kurikulum maka harus melaksanakan penguraian kurikulum apa yang sedang di kembangkan dan apa saja yang perlu di kurangkan. Pada saat ini pengembangan kurikulum merdeka di madrasah maka identifikasi tidak terlepas dari kerangka ini. Pengembangan Kurikulum Merdeka di madrasah merupakan langkah penting dalam meningkatkan kualitas pendidikan yang berorientasi pada karakter dan kompetensi peserta didik. Identifikasi dalam konteks ini tidak terlepas dari kerangka yang telah ditetapkan oleh Kementerian Pendidikan, Kebudayaan, Riset, dan Teknologi (Kemendikbud Ristek) serta Kementerian Agama. Kerangka Umum Kurikulum Merdeka (Fleksibilitas dan Kreativitas, Penguatan Karakter, Integrasi Materi) dan Implementasi Kurikulum di Madrasah (Standar Kelulusan dan Isi, Pembelajaran Berbasis Proyek, Monitoring dan Evaluasi. Pengembangan Kurikulum Merdeka di madrasah tidak hanya bertujuan untuk meningkatkan kualitas pendidikan tetapi juga untuk membentuk karakter peserta didik yang sesuai dengan nilai-nilai Pancasila.
Literatur Review Artikel : Metode Spektrofotometri Inframerah Sebagai Penetapan Kadar Obat Pada Sediaan Farmasi Nur Lestriyani; Mutiara Aulia Putri; Nurul Khotimah; Raka Puja Susanto
Jurnal Ilmu Kedokteran dan Kesehatan Indonesia Vol. 5 No. 1 (2025): Jurnal Ilmu Kedokteran dan Kesehatan Indonesia
Publisher : Pusat Riset dan Inovasi Nasional

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55606/jikki.v5i1.6904

Abstract

In the field of pharmacy, infrared spectrophotometry, particularly Fourier Transform Infrared (FTIR), has become an important analytical method, especially for determining the content of active substances in drug preparations. This method has many advantages, including rapid analysis, high precision, and non-destructive characteristics, as well as the ability to identify specific functional groups in chemical compounds. Based on a review of ten recent scientific articlesThe aim of this study is to provide an overview and analyze the use of the FTIR method in determining the drug content. The research results demonstrate that FTIR consistently provides results that meet the standards of the Indonesian Pharmacopoeia, with an accuracy above 99% and a precision (RSD) below 1%. Moreover, this method is highly reliable for analyzing various drug compounds, ranging from analgesics and antibiotics to other complex compounds, due to the high sensitivity indicated by the LOD and LOQ parameters. The FTIR method is also very useful in analysis.
Kualitas Pelayanan Frontliner di Bank Rakyat Indonesia Unit Siantan Kota Pontianak Mar'atana , Agisna; Nurul khotimah
SENGKUNI Journal (Social Science and Humanities Studies) Vol. 6 No. 2 (2025)
Publisher : Perkumpulan Dosen Muda (PDM) Bengkulu

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37638/sengkuni.6.2.141-146

Abstract

Kualitas layanan di lembaga perbankan memainkan peran krusial dalam kepuasan pelanggan dan reputasi institusi, terutama saat melayani populasi rentan yang menerima bantuan sosial pemerintah. Namun, terdapat kesenjangan yang signifikan antara kerangka kerja kualitas layanan teoretis dan praktik implementasi aktual, terutama dalam layanan frontline bagi penerima manfaat Kartu Keluarga Sejahtera (KKS) yang menghadapi tantangan literasi dan dokumentasi. Penelitian ini bertujuan untuk menentukan faktor-faktor yang mempengaruhi kualitas layanan publik yang diberikan oleh petugas layanan langsung di Unit Bank Rakyat Indonesia (BRI) Siantan, Kota Pontianak, khususnya dalam layanan untuk penerima bantuan KKS. Pendekatan penelitian deskriptif kualitatif digunakan, dengan melibatkan supervisor Unit BRI Siantan dan pelanggan penerima KKS sebagai subjek penelitian. Teknik pengumpulan data meliputi observasi, wawancara, dan analisis dokumen, dengan data dianalisis melalui proses reduksi, penyajian, dan penarikan kesimpulan. Temuan menunjukkan bahwa keandalan dalam kualitas layanan pelanggan untuk penerima KKS belum optimal akibat fasilitas infrastruktur yang tidak memadai dan sosialisasi yang kurang bagi pelanggan dengan tantangan literasi dan masalah verifikasi tanda tangan. Meskipun responsivitas menunjukkan kinerja yang baik, masih ada ruang untuk perbaikan. Yang paling signifikan, empati muncul sebagai faktor penentu dalam sikap layanan pelanggan, menyoroti pentingnya pendekatan berorientasi manusia dalam pelayanan populasi rentan di layanan perbankan. Kata Kunci: Kualitas, Pelayanan, Frontliner, Customer Service, Bank.
Dampak Environmental dan Social Disclosure terhadap Profitabilitas Perusahaan Batu Bara Ayu Kartika; Nurul Khotimah; Rini Dwiastutiningsih
Jurnal Aplikasi Perpajakan Vol. 6 No. 2 (2025): Jurnal Aplikasi Perpajakan
Publisher : Jurnal Aplikasi Perpajakan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29303/jap.v6i2.486

Abstract

This study aims to determine and analyze the effect of environmental disclosure and social disclosure on the profitability of companies in the coal sub-sector of the energy sector listed on the Indonesia Stock Exchange. The research method used is a quantitative descriptive method with literature and documentation research methods. The data used is secondary data obtained from the annual reports of companies in the coal sub-sector of the energy sector listed on the Indonesia Stock Exchange for the period 2019-2023. The analytical tools used in this study consist of classical assumption tests, multiple linear regression analysis, hypothesis testing, and coefficient of determination tests. Based on the results of the study, it shows that the application of Environmental Disclosure has a partial effect on Company Profitability. Meanwhile, Social Disclosure has no partial effect on Company Profitability. However, simultaneously, Environmental Disclosure and Social Disclosure have an effect on Company Profitability.
Co-Authors Adina Rakhma Safitri Adinda Shelma Maulidah Agus Sudarsono Alimudin Zuhri Anik Ghufron Ari Sofia Aulia Aulia Aurenza Shafa Shabilla Ayu Kartika Ayu My Lestari Saragih Cahyani, Nurul Kurnia Caska - Chandra Kartika Chandra Kartika Dewi Ambarwati Dhian Gowinda Luh Safitri Dyah Respati Suryo Sumunar Evi Susanti Fauziah, Isma fauziah Ferdy Al-Fikri Gunardo Gunardo Gunawan Santoso Hafis Abdul Amar Harpain, Harpain Haryono Tansah Hery Widijanto Irena Yolanita Maureen Izef Puspadani Damanik jurnalpps pps Kanthi Aryekti Khusna Laili Amalia Maman Surahman Mar'atana , Agisna Maria Y Aryati Wahyuningrum Maria Y. Aryati Wahyuningrum marsito - Mawanti Widyastuti Mei Ariani Kusumawati Miftahurrohmah, Linda Miftakhul Huda Mila Dina Nur Khasanah Muhammad Maulana Ishak Muhammad Saefullah Mutiara Aulia Putri Muzamil Muzamil Ning Iswati Ns. Dwi Retno Handayani Nugroho Mardi Wibowo Nugroho Mardi Wibowo Nur Ika Sari Rachmawati Nur Lestriyani Nurdewi Sulymbona Nurhadi Nurhadi nurul latifah Pinasti Pinasti R.M. Ryadi Fadil Rachma Hasibuan Raka Puja Susanto Rini Dwiastutiningsih Risa Amalia Kurniawati Rosida Rosyid Shidiq Hidayatulloh Ruliaty Ruliaty, Ruliaty Ruqoyyah Fitri Sariana Pangaribuan Sarifah Hairani Shendya Lukyana Yumna Shofiyyatul Hanani Sindy Nova Siti Nihar Salsabilah Siti Nurbaiti Sri Agustin Sutrisnowati Sri Setyowati Sri Sugiharti Sriadi Setyawati Suhadi Purwantara Syahdan Askabara Syahira Maddu Cinta Maulidya Triani Ratnawuri Wadira Anakoda Yes Matheos Lasarus Malaikosa Yonatan Yolius Anggara