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DETEKSI EMOSI PADA TEKS BERBAHASA INDONESIA MENGGUNAKAN PENDEKATAN ENSEMBLE Pane, Syafrial Fachri; Abdullah, Faisal; Habibi, Roni
Jurnal Teknologi Terapan Vol 10, No 2 (2024): Jurnal Teknologi Terapan
Publisher : P3M Politeknik Negeri Indramayu

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31884/jtt.v10i2.551

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Emotion in written text is often difficult to recognize due to the absence of visual cues such as facial expressions or vocal intonation, which typically aid in understanding a person's feelings. This research aims to address this challenge by developing an emotion detection model for Indonesian text. The approach used is Ensemble Learning, combining three Machine Learning models: SVM, KNN, and XGBoost, to optimize emotion detection results. The main contribution of this research is the implementation of the Ensemble method for detecting emotions in Indonesian text, with performance evaluated using metrics such as accuracy, precision, recall, F1 score, and ROC AUC. The evaluation results show that the Ensemble model outperforms previous models, achieving an accuracy, precision, recall, and F1 score of 87.14%, and a ROC AUC score of 97.90%. To further enhance performance, this study utilizes GridSearchCV for hyperparameter tuning of the SVM and XGBoost models and employs the Automated Machine Learning (AutoML) tool TPOT to generate the KNN model.
INTEGRATING COMMUNITY INSIGHTS INTO CSR: ACCOUNTING PERSPECTIVE Tenriwaru, Tenriwaru; Abdullah, Faisal; Sukmawati, Siti
Jurnal Akuntansi Multiparadigma Vol 16, No 1 (2025): Jurnal Akuntansi Multiparadigma (April 2025 - Agustus 2025)
Publisher : Universitas Brawijaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21776/ub.jamal.2025.16.1.13

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KRITIK WACANA TAFSIR GENDER : RELASI GENDER DALAM AL-QUR’AN Faisal Abdullah
MAHAD ALY JOURNAL OF ISLAMIC STUDIES Vol 4 No 2 (2025): Ma'had Aly Journal of Islamic Studies
Publisher : AL-BAYAN INSTITUTE

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.63398/at8rj714

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This article focuses on the discourse of interpretation of gender verses from the perspective of classical and contemporary interpreters, emphasizing the ever-evolving scientific discourse compared to the immutable message of the Qur'an. This research is a library research, namely examining library materials or literature related to the research problem by selecting, reading, reviewing and examining books or other written sources that are relevant to the research title contained in the library sources. The approach used is a qualitative analysis approach based on the Islamic Worldview paradigm offered by Syed Muhammad Naquib Al-Attas. This study is intended to produce descriptive data in the form of written data after conducting a thought analysis (content analysis) of a text. The conclusion of this study, the differences in the interpretation of the Qur'an are due to different approaches in the interpretation of the Qur'an, textual approaches (bil ma'tsur) to interdisciplinary approaches (bil ra'yi), resulting in the emergence of different interpretation products. Our findings in this study lie at the meeting point of the two interpretation products from a socio-historical perspective, where the Qur'an is very dynamic in responding to the needs of the people in their respective eras, so that it is very likely that an interpretation product will emerge that remains up to date in the future.
Switching Behavior of Banks' Customers: Does It Exist? Utami, Rizky; Arif, Hermita; Habbe, Abdul Hamid; Abdullah, Faisal
Hasanuddin Economics and Business Review VOLUME 7 NUMBER 3, 2024
Publisher : Faculty of Economics and Business, Hasanuddin University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26487/hebr.v7i3.5260

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Ideally, Indonesia with the largest Muslim population in the world is able to optimize its potential to become the prominent global player in Islamic finance industry. Unexpectedly, Indonesia is ranked at 9th position of global Islamic banking market. Despite the strong support from both government and society, it is ironic that the market share of Islamic bank in Indonesia has just reached 7.09% in 2022, far below its conventional counterpart, in its three decades of age. Employing descriptive quantitative approach, this study examines the presence of switching behavior of society in Indonesia by addressing why the impact of switching behavior has small impact on the market share improvement in the context of Indonesia. A total of 128 respondents were filling the questionnaire based on purposive random sampling fulfilling the criteria of being customer of both Islamic and conventional bank as well as currently working. 
Projection of Climate Extreme Indices Based on Representative Concentration Pathways (RCP) in Aceh Province Subiyantoro, Fitrohim; Abdullah, Faisal; Ismail, Nazli; Gede Arya Putra, I Dewa; Grefyolin Simbolon, Theresia
Jurnal Ilmu Fisika Vol 17 No 1 (2025): March 2025
Publisher : Jurusan Fisika FMIPA Universitas Andalas

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.25077/jif.17.1.1-8.2025

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Representative Concentration Pathways (RCP) scenarios are based on assumptions about the future development of radiative forcing. There are 4 RCP scenarios, but only 2 RCP scenarios are used in this study, RCP 4.5 and RCP 8.5. The aims are to identify characteristics and percentage changes in extreme climate indices in the future. CMIP5 model data such as CCSM4, IPSL-CM5A-LR, IPSL-CM5A-MR, IPSL-CM5B-LR and NorESM1-M were used. The model data was downscaled using a statistical method, and bias correction was based on observational data from five BMKG stations in Aceh Province for the historical period (2001-2005). Subsequently, the observation data and bias-corrected model data for extreme climate events were identified based on the Expert Team on Climate Change Detection and Indices (ETCCDI). The extreme climate indices utilized in this study are consecutive rainy days (CWD), consecutive dry days (CDD), total annual rainfall (Prcptot), monthly maximum temperature (TXx), and monthly minimum temperature (TNn). The results show that the CDD, Prcptot, TXx and TNn climate indices tend to increase in 2021 – 2100 periods. Meanwhile, the CWD decreased. Based on the historical period, all extreme climate indices increased significantly in 2021 - 2100 except TXx, which decreased in 2021 – 2040.
The analysis of chlorophyll-a distribution in fishing areas of Aceh Waters Riandi, Muhammad; Irham, Muhammad; Rusdi, Muhammad; Deli, Anwar; Abdullah, Faisal; Miswar, Edy
Depik Jurnal Ilmu Ilmu Perairan, Pesisir, dan Perikanan Vol 12, No 2 (2023): AUGUST 2023
Publisher : Faculty of Marine and Fisheries, Universitas Syiah Kuala

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.13170/depik.12.2.31405

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The distribution and abundance of fish are strongly influenced by several oceanographic parameters, one of which is chlorophyll-a. Chlorophyll-a is one of the oceanographic parameters that play an important role in primary productivity in the sea. The distribution of chlorophyll-a contained in phytoplankton can be used as a measure of fertility in water. With advances in geographic information systems or remote sensing, the distribution of chlorophyll-a can be used to estimate fish catchment areas. This study aims to look at the distribution of chlorophyll-a in Aceh waters both spatially and temporally to predict fishing locations. This study used satellite imagery combined with a Geographic Information System (GIS) to detect chlorophyll-as distribution. The results of satellite image processing show that the average monthly value of chlorophyll-a in Aceh waters ranges from 2.71 23.54 mg/m3, areas with high chlorophyll-a are generally located in the western waters of Aceh to the southwestern waters of Aceh, while areas with The lowest chlorophyll-a is generally in areas far from the coast (towards the open sea) with a range of 0.04 0.5 mg/m3 where the lowest average occurs in the east monsoon. However, in general, the potential locations for fishing grounds are more in the waters west of Aceh than in the waters north of Aceh, Aceh waters.Keywords:Chlorophyll-aSatellite imageFishing areaGeographic information SystemAceh Waters
Analysis of changes in mangrove land cover on the north coast of Aceh Besar Kamisnuddin, Kamisnuddin; Rusdi, Muhammad; Irham, Muhammad; Abdullah, Faisal
Depik Jurnal Ilmu Ilmu Perairan, Pesisir, dan Perikanan Vol 12, No 1 (2023): APRIL 2023
Publisher : Faculty of Marine and Fisheries, Universitas Syiah Kuala

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.13170/depik.12.1.30243

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The use of Geographic Information Systems (GIS) to generate digital data that provides information on the characteristics of an area and describes changes in land cover that can be used in a more effective and efficient sustainable manner. This study aims to analyze the mangrove land cover of the north coast of Aceh Besar over the last three decades, namely 2000, 2010, and 2020 in the Baitussalam sub-district, Mesjid Raya sub-district and Seulimeum sub-district. The research was conducted from June 2022 to September 2022 at the GIS Laboratory, Faculty of Marine and Fisheries, Syiah Kuala University. The research was conducted using a Geographic Information System (GIS) that utilizes high-resolution satellite imagery from Google Earth Pro. Mangrove land was digitized visually on screen, then data processing was carried out, and spatially analyzed. The results of the analysis of changes in mangrove land cover in the research area show that the Baitussalam and Mesjid Raya sub-districts had a decreasing trend of mangove land between 2000 and 2010 and subsequently there was an increase in mangrove land cover from 2010 to 2020. Meanwhile, Seulimeum sub-district experienced a decreasing trend of land cover in 2000 until 2020. The decline in the trend of mangroves in various places is caused by the growth of the population using mangrove land as residential area. While the increase in mangove land cover was due to the success of reforestation and pond land conversion. The results conclude that the mangrove land cover on the north coast of Aceh Besar is relatively stable with an increasing trend of growth.Keywords:Land coverMangroveHigh resolution googleHistorical imageryGoogle earth proDigitize
Optimalisasi Pemberdayaan Laboratorium IPA dalam Upaya Meningkatkan Pemahaman Konsep-konsep Fisika bagi Guru IPA dan Siswa di Madrasah Aliyah Rajibussalim, Rajibussalim; Yufita, Evi; Zulfalina, Zulfalina; Abdullah, Faisal; Maimun, Teuku
PESARE: Jurnal Pengabdian Sains dan Rekayasa Vol 1, No 1 (2023): Oktober 2023
Publisher : Universitas Syiah Kuala

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24815/pesare.v1i1.33978

Abstract

A Science Laboratory at Senior High School is an important facility for students in learning Sciences, Technology, Engineering and Mathematics (STEM). Students learn concepts in the classroom and should be able to test and/or prove those concepts in experiments in Science Lab. However, many Science laboratories at schools were not fully operated due to the lack of skillful teachers or lab assistants who can manage Science laboratories with the highest standard and be able to conduct experiments with available KITs in those laboratries. Based on this phenomenon, a group of lecturers from Physics Department of Syiah Kuala University conducted a community service at school in order to share insights and skills related to a good practice in Laboratory management and demonstated how to run Physics experiments with available KITs at a designated school laboratory. The participants of this event were Science teachers and students at the school. Some of the outcomes of this community service are the increase in Laboratory management skills among science teachers at this school and increase in ability to utilise available Science KITs at that school for Physics experiments. The teachers and students were very happy and antusias to participate in this program and be benefited from this activity
Multiculturalism among Students in Madrasah: Knowledge, Challenges, and Social Capital Syarif, Syarif; Abdullah, Faisal; Herlambang, Saifuddin
Nazhruna: Jurnal Pendidikan Islam Vol 7 No 2 (2024): Transformative Islamic Education in Pesantren and Madrasah
Publisher : Universitas Pesantren Kh Abdul Chalim Mojokerto

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31538/nzh.v7i2.4710

Abstract

Multicultural knowledge among students is essential to building diversity and harmony in social life. This study illustrates the importance of multiculturalism among students in fostering a sense of empathy, tolerance, cooperation, and social care in social interactions. In addition, this study also aims to analyze Muslim students’ knowledge about multiculturalism. Students’ knowledge about multiculturalism is presented based on information obtained through questionnaires and interviews. This research was conducted in West Kalimantan, with the data source being students, with 40 respondents from various ethnic backgrounds who were Muslim. The findings revealed that Muslim students’ knowledge is a social capital that impacts social life in West Kalimantan. The multicultural knowledge of Muslim students is manifested in two forms: cultural accommodation and cooperation in the field of culture and religion. A limitation of this study is that the data sources focus on Muslim students. The researcher suggested the need to collect data on students from non-Muslim backgrounds, thus the need to use more in-depth methods to gain a more comprehensive understanding of the case.
Biosorbent Prepared from Calotropis Gigantean Stems for Adsorption of Cu(II) Ions from Aqueous Solution Husna, Asmaul; Abdullah, Faisal; Muslim, Abrar; Suhendrayatna, Suhendrayatna; Meilina, Hesti
Jurnal Rekayasa Kimia & Lingkungan Vol 16, No 1 (2021): Jurnal Rekayasa Kimia & Lingkungan (June, 2021)
Publisher : Chemical Engineering Department, Syiah Kuala University, Banda Aceh, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.23955/rkl.v16i2.18677

Abstract

Calotropis gigantea stems (CGS) has the potential to use as biosorbent for adsorption of Cu(II) ions. In this study, the CGS biosorbent (CGSB) was prepared by drying and grounding. The effect of independent variables on adsorption capacity were investigated. As the result, the maximum adsorption capacity of 53.457 mg/g was obtained the optimal condition which was initial Cu(II) ions concentration of 567.47 mg/L, CGSB size of less than 230 mesh, CGSB mass of 1 g, temperature of 27 oC, pH 5, and contact time of 60 min. The CGSB surface morphology was analysed using SEM. The adsorption of Cu(II) ions fitted well with pseudo first-order adsorption kinetic (PFO-AK) model (R2=0.99), and the PFO-AK adsorption capacity and rate constant obtained were 70.194 mg/g and 0.0877 g/mg.min, respectively. The adsorption isotherm of Cu(II) ions was in accordance with Freundlich model (R2=0.99), and the intensity and volume constants attained were 0.876 and 1.017 L/mg, respectively. This result showed that physical adsorption occurred dominantly than chemical adsorption. The application of CGSB on the wastewater of initial Cu(II) ions concentration of 389.31 mg/L from ex-mine pool of acid mine drainage (AMD) in Jantang village, Lhoong District, Aceh Besar, Aceh Province resulted in adsorption capacity of 37.52 mg/g with adsorption efficiency of 66.13%.
Co-Authors A, Bakhtiar Abdul Hamid Habbe, Abdul Hamid Abrar Muslim Ade Tinofa, Nelva Aida Imtihana, Aida Amelia, Marysha Aminuyati Andri Yadi Paembonan Andrian Kaifan Anis Anshari Mas'ud Anwar Deli Asmaul Husna Asyqari, Amir Deli, Anwar Deni Saputra Dharma, Dian Budi Edy Miswar Edy Miswar, Edy Evi Yufita Fandana, Lisa Fanshury, Mohammed Agiel Poetra Farokh, Ida Maziyyatul Firman syah, Firman Fitri, Gustina Gani, Fauzi A. Gede Arya Putra, I Dewa Ghani, Azman Abdul Ghufron Hamzah Grefyolin Simbolon, Theresia Habibi, Roni Halim Zaini, Halim Herlambang, Saifuddin Hermita Arif Hesti Meilina Hosaini, Hosaini Ida Ayu Putu Sri Widnyani Indahsari, Fitriana N. Insyafrijal Insyafrijal Irawan, M. Ferry Irham Irham Iskandar Iskandar Ismail Ismail Juwanda, Juwanda Kamisnuddin, Kamisnuddin Khoirotun Nisa, Ani Kinar sih Kurniati Kurniati Lubis, Putri Handayani M. Yunus Marwan Marwan Meisari, Yola Dyfa Miftahul Jannah Miswar, Khairul Moebaraq, T Ridzky Mohamad Faqihudin Musyafa Muhammad Irham Muhammad Irham Muhammad Nasir Muhammad Riandi Muhammad Riandi, Muhammad Muhammad Ridha Adhari, Muhammad Ridha Muhammad Rusdi Muhammad Rusdi Muhammad Yanis Muhammad Yusuf Muhammad, Mediaty Muhibbuddin Muhibbuddin Munardy, Munardy Muslim*, Abrar Muzakir Nahar, Nahar Nazli Ismail Nazri bin Nordin, Ts. Saiful Nisa, Ani Khoirotun Nopita Sari Noptario Noptario, Noptario Nugraha, Gartika Pardi Pardi, Pardi Prayoga, Doni Putri, Nadya Syafira Qalbi, Harisa Bilhaqqi Rahman, Supandi Rajibussalim Rajibussalim Raupu, Mutiara Rifqi Syahputra Rinaldi Idroes Riyadhsyah, Riyadhsyah Ruhana, Ruhana Sabani, Tria Asri Nur Sahabi, Ansar Saiful Saiful Siregar, Anne Novia Duana Subiyantoro, Fitrohim Sugianto Sugianto Suhendrayatna Suhendrayatna Sukmawati, Siti Supardin Supardin, Supardin Syafrial Fachri Pane, Syafrial Fachri Syafruddin Syafruddin Syaifuddin Syaifuddin Syaifuddin, Muh. Syarif Syarif Teuku Maimun Tika, Aulia Saufayuk Tinofa, Nelva Ade Utami, Rizky Yunus, Yuhanis Yusniyanti, Erna Zariansyah, Zariansyah Zulfalina, Zulfalina