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Shalahuddin Shalahuddin; Muhammad Roihan; Fiqie Alghifari; Muhammad Alfikri Azzaki; Inggrid Ratu Cendana

Reflection : Islamic Education Journal 2025 Asosiasi Riset Ilmu Pendidikan Agama dan Filsafat Indonesia

In the learning process, there are various important aspects that must be considered, especially by teachers as transmitters of knowledge. The success of learning depends heavily on the teacher's ability to manage the classroom to create a safe, comfortable, and enjoyable learning atmosphere. Therefore, teachers need to choose the right learning method so that learning objectives can be achieved effectively. One method that can be used is Outdoor Learning, which is learning outside the classroom that provides opportunities for students to develop talents and creativity more broadly through direct experience in the open air. Management of the learning environment is also a crucial factor in supporting learning success. Several things that need to be considered include understanding the nature and development of student intelligence, getting to know students individually, utilizing student behavior in organizing learning, and developing critical thinking, creativity, and problem-solving skills. In addition, teachers need to create an attractive classroom, utilize the environment as a learning resource, provide constructive feedback, and differentiate between students' physical and mental activities. The learning environment itself consists of indoor and outdoor environments. The indoor environment includes school facilities such as classrooms, libraries, laboratories, and auditoriums. Meanwhile, the outdoor environment includes places outside the school that can be used as learning resources, such as museums, mosques, monuments, and fields. Prospective teachers need to understand the importance of managing the learning environment and understand the various types and benefits of learning environments to support an effective learning process.  

Husnu Amalia; Zaskiya Silfina Khafsah; Adrian Dually Ar Rasyid; Naufal Naufal; Rizka Rizka

Jurnal Kajian Ilmu Pendidikan, Bahasa dan Komunikasi 2025 Asosiasi Periset Bahasa Sastra Indonesia

This study aims to identify the forms of code-mixing present in the speech videos of Vice President Gibran Rakabuming, with the KOMPASTV YouTube channel serving as the data source. This phenomenon is interesting to examine because the use of code-mixing by state officials can influence public perceptions of the use of Indonesian in formal contexts, particularly in official speeches. The study employs a descriptive qualitative approach, using the observation and note method as the data collection technique. Data analysis was conducted through several stages, namely observing, noting, and then presenting as well as describing the forms of code-switching in Vice President Gibran Rakabuming’s speech videos. The results show that the type of code-mixing that occurs is outer code-mixing, characterized by the insertion of English vocabulary. The first video contained 9 instances of code-mixing, the second video 5 instances, the third video 4 instances, the fourth video 15 instances, and the fifth video 9 instances. These findings indicate that code-mixing is a phenomenon within the field of sociolinguistics and is commonly found among bilingual and multilingual communities.

M Aldi Ramadhan; Suratni Ginting; Meriah Kita Deliani

Jurnal Transformasi Bisnis Digital 2025 Asosiasi Riset Ilmu Manajemen Kewirausahaan dan Bisnis Indonesia

Manifest is a list of cargo contents carried by a ship, which contains the type of goods, cargo number, sender's name and recipient's address at the destination port also called a bill of lading. When handling manifest documents in the shipping world, it requires the issuance of manifests as a condition for transporting goods and the obstacle is that the cargo shrinks too much during ullage so that the final result of the load causes delays in processing manifest documents. In the research paper made by the author using the field method (Field Search) and also with the research method of library study (Library Study) obtained from references from the library of the Indonesian Maritime Polytechnic Adiguna Medan (Poltek AMI) the purpose of writing this paper is to find out how to handle liquid bulk cargo manifest documents. As well as efforts made so that the handling of manifest documents runs with smoothly organized procedures at PT Seroja Jaya Agensi Kuala Tanjung. As for efforts to run smoothly when handling manifest documents, Among them shipping instructions must be sent on time by the Shipper when the ship has not docked and before the ship loads palm oil products at jetty A Multi Nabati Asahan.

Faizah Zalsabila; Aprilya Sri Rachmayanti; Ghalib Syukrillah Syahputra

Jurnal Inovasi Riset Ilmu Kesehatan 2025 Pusat Riset dan Inovasi Nasional

Epilepsy is one of the most common chronic neurological disorders in children. Long-term use of antiepileptic drugs carries the risk of Drug Related Problems (DRPs) such as drug interactions, inappropriate dosing, and untreated indications. This study aimed to identify the types and incidence of DRPs in pediatric epilepsy outpatients at Embung Fatimah General Hospital, Batam. This was a descriptive, non-experimental study with a retrospective design. Data were collected from pediatric medical records (<18 years) between January–December 2024, with a total of 45 patients. DRPs were identified using the American Society of Hospital Pharmacist (ASHP) classification. Of 45 patients, the majority were aged 1–5 years (38%) and female (53%). The most frequently used antiepileptic drug was sodium valproate (56.36%). Identification DRPs included drug interactions (63.16%), untreated indications (5.26%), and inappropriate drug selection (5.26%). No cases of overdose or failure to receive medication were found. The most dominant DRP in pediatric epilepsy patients was drug interactions, particularly between valproic acid and folic acid.

llham Al Barkah

Jurnal Hukum dan Sosial Politik 2025 International Forum of Researchers and Lecturers

This study aims to determine and analyze the comparison of authority and characteristics between the Nusantara Capital Authority and the Labuan Bajo Authority in the administration of the Indonesian government. The type of research used in the research on the comparison of the authority of the Nusantara Capital Authority Authority and the Labuan Bajo Authority in the Implementation of Indonesian Government is still the same as the initial research proposal, namely using the type of normative law research (normative law research) which is carried out by examining library materials or secondary data. Comparison of the authority between the Nusantara Capital Authority and the Labuan Bajo Authority, namely the authority of the Nusantara Capital Authority (IKN) is regulated in Law Number 3 of 2022 concerning the National Capital and further regulated through Government Regulation Number 27 of 2023 concerning the Special Authority of the Nusantara Capital, namely special authority related to granting investment licenses, ease of doing business, and providing special facilities to parties that support the implementation of the Indonesian Government, as well as the provision of special facilities to parties that support financing in the context of preparation, construction, and relocation of the National Capital, as well as the development of the Archipelago Capital and partner regions and authority in government affairs, while the authority of the Labuan Bajo Authority Agency

Fitriyani, Novia; Rahayu, Henik Tri

International Journal of Health and Social Behavior 2025 Asosiasi Riset Ilmu Kesehatan Indonesia

Type 2 diabetes mellitus (DM type 2) is a chronic metabolic disorder marked by elevated blood glucose due to insulin resistance and impaired insulin secretion. Its prevalence continues to rise worldwide, including in Indonesia. Psychological stress is known to worsen glycemic control by activating the sympathetic nervous system and increasing cortisol levels, which can cause fluctuations in blood glucose. This case report aims to describe the effect of combining Benson relaxation techniques with warm foot soaking on blood glucose regulation in a type 2 DM patient. The subject was Mrs. M, a 52-year-old woman diagnosed with type 2 DM. The intervention was conducted for seven consecutive days and consisted of daily Benson relaxation followed by warm foot soaking for 15–20 minutes. Blood glucose levels were measured before and after each session using a glucometer and analyzed descriptively. After seven days, the patient’s blood glucose level decreased from 248 mg/dL to 186 mg/dL. She also reported improved relaxation, better sleep quality, reduced anxiety, and decreased fatigue. These findings suggest that Benson relaxation helps activate the parasympathetic response and reduce stress hormones, while warm foot soaking supports improved circulation and metabolic processes. In conclusion, the combination of Benson relaxation and warm foot soaking is a simple, safe, and effective complementary therapy to support blood glucose regulation in type 2 DM patients. This intervention can be integrated into self-care routines and community nursing practice as part of evidence-based non-pharmacological management.

Aldi Hasyim Lubis; Andy Hakim; Vebri Sugiharto

Jurnal Manajemen Bisnis Era Digital 2025 Asosiasi Riset Ilmu Manajemen Kewirausahaan dan Bisnis Indonesia

The rapid development of communication technology has driven high demand for smartphones, including among students. Based on this, this study was formulated to answer the question: "Does brand image influence OPPO smartphone purchasing decisions among students in the Sharia Business Management Study Program at STAIN Mandailing Natal?". This study aims to analyze and measure the extent of brand image's influence on purchasing decisions. This study used a quantitative approach with a questionnaire method of 75 student respondents from the 2021-2024 intake. Data collection techniques included observation, interviews, documentation, and a Likert-type questionnaire. The primary theories used were brand image theory and purchasing decision theory. Data analysis techniques used included validity, reliability, normality, heteroscedasticity, simple linear regression analysis, partial t-test, coefficient of determination (R²), and correlation tests, all using SPSS version 25.The results showed that brand image had a positive and significant effect on OPPO smartphone purchasing decisions among college students, with a calculated t value > t table (17.504 > 1.666). This means that the more favorable students' perceptions of OPPO's brand image, the higher their likelihood of purchasing the product.

Sari Asyira Vianita Ohorella; Adelya Putri Aisyah; Rezky Aulia Putri; Asya Qoblianingtyas; Safrian Safrian +1 more

Jurnal Siti Rufaidah 2025 PPNI UNIMMAN

Intraoperative hypotension, particularly during spinal anesthesia in cesarean sections or major surgeries, is a common complication that can adversely affect maternal hemodynamics and organ perfusion, including fetal circulation. Vasopressors such as norepinephrine, phenylephrine, and ephedrine are widely used to manage this condition. This study employed a scoping review, defined as a type of research synthesis aimed at mapping the literature on a specific topic or field, providing an opportunity to identify key concepts, research gaps, and types and sources of evidence to inform clinical practice, policy-making, and further research. A systematic search was conducted across 10 recent experimental and clinical studies evaluating the effectiveness and safety of vasopressors in adult patients, particularly ASA I–II parturients, during surgical procedures. The results indicate that norepinephrine tends to maintain blood pressure with a lower incidence of tachycardia compared to ephedrine, while phenylephrine effectively prevents systemic vascular resistance decline but may reduce heart rate and cardiac output in a dose-dependent manner. Effects on fetal cerebral perfusion and cerebral oxygenation were generally similar across vasopressors. No significant differences were observed in neonatal Apgar scores or maternal complications. In conclusion, norepinephrine and phenylephrine are effective alternatives for managing intraoperative hypotension, whereas ephedrine increases cardiac output but may elevate the risk of tachycardia. Selecting the appropriate vasopressor is crucial to ensure maternal and neonatal safety.

M. Syukri Arif; Subagio Subagio; Mara Imam Taufiq Siregar; Sri Yusfinah Masfah Hanum; Zahra Friski Asty

DIAGNOSA: Jurnal Ilmu Kesehatan dan Keperawatan 2025 International Forum of Researchers and Lecturers

Dermatophytosis is a superficial fungal infection of the skin, hair, and nails that is often found in tropical climates such as Indonesia, including Jambi City, which has high humidity and community habits that can support fungal growth. This study aims to describe the demographic characteristics of dermatophytosis patients who received treatment at a private dermatologist and venereologist in Jambi City throughout 2023. This study used a descriptive design using secondary data from patient medical records. A total of 399 patients who met the inclusion criteria were analyzed univariately and the results are presented in the form of a frequency distribution table. The results showed that tinea corporis was the most common type of dermatophytosis, followed by tinea cruris and tinea capitis. The majority of patients were male, aged 17–25 years, had a high school education, and worked as students. The most common locations of lesions were on the trunk and groin. These findings suggest that the productive age group is more susceptible to dermatophytosis, possibly related to high physical activity, excessive sweating, and suboptimal personal hygiene. This research is expected to be the basis for planning health education regarding the prevention of fungal infections and improving clean and healthy living behavior in the community.

Achmad Faris Fadhlullah; Dika Arif Sihombing; Rizki Riandi; Suri Handayani

Jurnal Sistem Informasi dan Ilmu Komputer 2025 International Forum of Researchers and Lecturers

Toddlers are a vulnerable age group to various types of diseases due to their immune systems that are still developing. Limited utilization of medical record data and the lack of structured information regarding disease patterns in toddlers based on age and causative factors have resulted in suboptimal prevention and treatment efforts. Therefore, an approach is needed to systematically classify toddler disease data. This study aims to apply data mining techniques using the clustering method with the K-Means algorithm to group types of diseases in toddlers based on age and causative factors. The variables used in this study include toddler age, type of disease, and causative factors. The data were obtained from RSUD Dr. R. M. Djoelham Binjai and processed using MATLAB software with three clusters. The results show that the K-Means algorithm successfully groups toddler disease data into three clusters with different characteristics. The first cluster is dominated by toddlers aged 0–11 months with appendicitis caused by genetic factors. The second cluster is dominated by toddlers aged 1–3 years with diarrhea caused by environmental factors and has the largest number of members. Meanwhile, the third cluster is dominated by toddlers aged 0–11 months with sore throat caused by environmental factors. The clustering results indicate a relationship between toddler age, disease type, and causative factors, which can be used as supporting information for decision-making in the prevention and treatment of toddler diseases.

Muhammad Andriansyah; H.R. Adianto Mardijono

Federalisme : Jurnal Kajian Hukum dan Ilmu Komunikasi 2025 Asosiasi Peneliti dan Pengajar Ilmu Hukum Indonesia

Legal protection for consumers is a crucial element in the legal relationship between business actors and the public, particularly in high-risk service sectors such as gas stove repair services. In practice, many consumers still experience losses due to negligence by service providers, whether caused by inadequate technical handling or insufficient information regarding the condition of the stove after repairs. This study aims to identify and analyze the forms of legal protection available to consumers who suffer losses as a result of such negligence, as well as to determine the types of legal liability that may be imposed on gas stove repair service providers. Using a normative legal research method, this study applies both legislative and conceptual approaches. The legislative approach examines relevant laws and regulations concerning consumer protection, while the conceptual approach analyzes legal principles and expert doctrines related to liability. The findings indicate that consumer protection is provided in two forms: preventive protection, which ensures product and service safety in accordance with Indonesian National Standards (SNI), and repressive protection, which is implemented through enforcement mechanisms such as claims for compensation or dispute resolution through the Consumer Dispute Settlement Agency (BPSK) or the courts. Business actors who commit negligence in providing repair services can be held legally responsible based on the principles of negligence or strict liability. To strengthen consumer protection, the study recommends the establishment of derivative regulations concerning technician certification, standardized repair service procedures, and integrated supervision of safety compliance within the gas stove repair service industry.

Fajriah Inayati; Fitriani Fitriani

AL-MUSTAQBAL: Jurnal Agama Islam 2025 STIKes Ibnu Sina Ajibarang

This article examines the conceot of knowledge (ilmu) within the Islamic perspective, which holds a highliy privileged position, ranking second only to the word Tauhid (Monotheism) in Islamic teachings. his paper employs a Library Research methodology (kajian pustaka). his approach involves the assimilation, study, and in-depth analysis of various readings utilized by the author. he presence of knowledge and education profoundly influences the development of human life concepts. In the Qur'an, the word "ilmu" (knowledge/science), in its various forms, in Quran, testifying to the distinctiveness of humans as caliphs on earth. Literally, "ilmu" is defined as knowing or to know, while technically it means understanding the reality of something or the rule governing it. The ultimate source of knowledge is Allah SWT. The process of teaching knowledge from Allah can be direct (revelation/inspiration or wahyu/ilham) or indirect (through the medium of natural phenomena He created). Knowledge acquisition can be achieved through several approaches, including: practice (pengamalan), experience (pengalaman), rational (rasional using intellect/reason), emotional, and habituation (pembiasaan). Islamic scholars have classified knowledge based on its object of study and source. For instance, Ibn Sina categorized knowledge into three types: al-‘ilm al-ilahi (divine and metaphysical knowledge), al-ilm al-riyahi (mathematics), and il-‘ilm tabi’I (natural sciences). Al-Ghazali classified it into ilmu shariah and ilmu gayr al-shari’ah, which aligns with Ibn Khaldun’s division of ilmu naql (transmitted knowledge) and ilmu aqal (intellectual knowledge). This division is based on the object of study, not meant to be contradictory.

Riskatul Isnaini; Ainur Rofiq Sofa

AL-MUSTAQBAL: Jurnal Agama Islam 2025 STIKes Ibnu Sina Ajibarang

This study discusses the pedagogical approach in learning the Book of Safinatun Najah Bab Najis and its impact on the worship awareness of 5th grade students at Madrasah Diniyah, Darut Tauhid Islamic Boarding School, Tanjungsari Krejengan, Probolinggo. The purpose of this study is to find out how the learning strategies applied by teachers affect students' understanding of the concept of najis and its application in daily worship practices. The research method used is qualitative descriptive with data collection techniques through observation of the learning process in the classroom, in-depth interviews with teachers and students, and documentation of taharah practices carried out by students. The results of the study show that the combination of bandongan, sorogan, and practical exercises methods is directly able to improve the conceptual understanding and practical skills of students in recognizing the types of unclean and how to purify them. In addition, this method also strengthens the consistency of students in performing ablution and preparing themselves to perform prayers correctly. The implications of this study confirm that the balanced integration of theoretical and practical learning is effective in fostering religious discipline, improving cognitive understanding, and forming habits of maintaining personal hygiene, so that students' awareness of worship develops sustainably.

Dimas Zhafran Al Farras; Made Pramono; Soni Sulistyarto; Lutfhi Abdil Khuddus

Mutiara Pendidikan dan Olahraga 2025 Asosiasi Riset Ilmu Pendidikan Indonesia

Fitness center is a business or service center that provides sports services and sports facilities for its customers. The level of member satisfaction can be seen from the quality of service provided. With the professionalism provided by personal trainers, members will have their own interest in the services and ethics that personal trainers do. This study aims to determine the level of member satisfaction with the professionalism provided by personal trainers at ATLAS CLUB SPORT Surabaya. This type of research is presented using a descriptive quantitative research method with a survey approach, where the questionnaire instrument is used as support for data collection. This study uses the Servqual method to measure the level of professionalism provided by personal trainers to members. This method includes several aspects, namely tangibles, reliability, responsiveness, assurance, and empathy which are used to measure the professionalism of personal trainers. The study population was members who used personal trainer services totaling 100 people, and a sample of 25 people taken using the purposive sampling method. The results of this study indicate that the tangible aspect and the responsiveness aspect received the highest scores, namely 88% and 87%. Meanwhile, the aspects of reliability, assurance, and empathy each received a score of 86%. With the results obtained, it shows that the personal trainer of ATLAS SPORT CLUB Surabaya has provided professional quality, very satisfying service and also understands what members need.

Andi Mei Saputra; Albertus Purwaka; Misnawati Misnawati; Lazarus Linarto; Hana Pertiwi

This study analyzes the character of the main protagonist in the novel Bandung Menjelang Pagi by Brian Khrisna. The research aims to identify the main character's personality traits using the four temperaments, according to Alwisol (2004:176), which include: (1) Melancholic, characterized as perfectionistic; (2) Sanguine, characterized as popular; (3) Choleric, characterized as strong; and (4) Phlegmatic, characterized as peaceful.  The analysis of the main character revealed twenty-seven quotations from the novel Bandung Menjelang Pagi by Brian Khrisna, which were categorized into the four temperaments: (1) Melancholic (M) with six quotations; (2) Sanguine (S) with eight quotations; (3) Phlegmatic (P) with nine quotations; and (4) Choleric (C) with four quotations (note: the original Indonesian abstract incorrectly listed Melancholic twice, but given the context of four types, the last is assumed to be Choleric).The results of the research indicate that the most dominant and describable character trait of Dipha in the novel Bandung Menjelang Pagi is Phlegmatic. The findings from this research reveal aspects of the character's attitude within the novel. By studying and understanding this character, we can learn about the various attitudes and personalities people possess

Carmenita Sinaga; Rani Lisa Indra; Bayu Saputra

Jurnal Siti Rufaidah 2025 PPNI UNIMMAN

Breast cancer is one of the types of cancer that has the highest incidence in women, with an increasing incidence at a young age. The aim of the study was to identify factors associated with the incidence of breast cancer in women under 40 years of age at RSUD Arifin Achmad Riau Province. This study used a case control design with a retrospective approach with a sample of 76. The sampling technique used was consecutive sampling. Data analysis was done with chi-square test. The results showed that the majority of respondents had high school education (55.3%) in the case group and (57.9%) in the control group, the average age of the case group was 36.05 and the control group was 33.58, the age of menarche (68.4%) in the case group and (28.9%) in the control group, breastfeeding history (47.4%) in the case group and (15.8) in the control group, hormonal contraception (13.2%) in the case group and (10.5%) in the control group, family history (44.7%) in the case group and (2.6%) in the control group. Bivariate analysis showed there was an association between menarche age factor (P = 0.001, OR = 5.318), breastfeeding history factor (P = 0.007, OR = 4.800), family history factor (P = 0.000, OR = 29.952) with the incidence of breast cancer. There was no association between hormonal contraceptive factors and the incidence of breast cancer (P=1.000, OR=0.776). The study concluded that the factors associated with breast cancer in women under 40 years old are age of menarche, breastfeeding history and family history. It is expected for women under 40 years old to routinely perform SADARI (breast self-examination) to prevent and detect early occurrence of breast cancer.

Dimitri Yulianti; Lega Reskita Lubis; Rizki Prasetya Person; Yuri Khairizal; Ibrahim Ibrahim

Jurnal Pengabdian dan Kesejahteraan Masyarakat 2025 Lembaga Pengembangan Kinerja Dosen

This Community Service Program aims to enhance the awareness, knowledge, and practical skills of teachers and students at SD Negeri 2 Palembang in carrying out independent waste management. The main issue identified was the lack of awareness and discipline in sorting organic and inorganic waste, which contributes to environmental pollution and poor hygiene within the school area. The program was implemented through lectures, interactive discussions, and hands-on training involving the use of separate bins for different waste types. The results demonstrated a remarkable improvement in waste management understanding and behavior. Teachers and students have developed new habits of waste sorting before disposal, resulting in a cleaner, healthier, and more pleasant school environment. Additionally, the activity inspired creativity in transforming inorganic waste into useful and economically valuable crafts that can be reused. Overall, this program fostered environmental awareness, strengthened community participation, and encouraged sustainable waste management practices as part of daily school culture.

Indra Firmansyah; Akhmad Wahyu Nur Ikhsan; Bahril Aziq; Nurfatkhan Hamzah Firmana; Sutrisno Sutrisno

Globe: Publikasi Ilmu Teknik, Teknologi Kebumian, Ilmu Perkapalan 2025 Asosiasi Riset Ilmu Teknik Indonesia

Bridge planning is a fundamental aspect in the development of transportation infrastructure that functions to connect regions, facilitate traffic flow, and support economic and social growth in the community. This study aims to comprehensively examine the stages of bridge planning, from identifying traffic needs and analyzing geotechnical conditions to selecting a structure type, and evaluating technical, economic, and environmental aspects. The methods used include field surveys, traffic data collection, design load analysis, and structural simulation using modeling software. The study results indicate that bridge type selection is not only determined by load capacity and cost efficiency, but must also consider sustainability, aesthetics, and the impact on the surrounding ecosystem. This study emphasizes the importance of integrating technical, social, and environmental aspects in bridge planning, so that the resulting design can provide a safe, efficient, and sustainable solution. Thus, bridge planning is not merely a technical process, but also a development strategy that supports connectivity and community welfare.

Nurul Aini Mm. Sodik; Nurwila Ye’te; Salwa Afrillia Patilima; Alia Aziza Sapii; Nahara R Yamudu

Jurnal Pendidikan Anak Usia Dini dan Kewarganegaraan 2025 Asosiasi Riset Ilmu Pendidikan Indonesia

This research at TPA Siti Hajar aims to determine the impact of democratic parenting on the creativity of early childhood aged 4-5 years. The study found that 80% of respondents demonstrated good assessment results, while 20% achieved excellent grades. Democratic parenting, observed in this study, plays a significant role in fostering independence and confidence in children. This type of parenting is ideal for educating children, as it promotes responsibility, leadership, independence, and the ability to build healthy interpersonal relationships. Creativity, as defined in the study, is the ability to generate new ideas, solve problems, and produce innovative products. Using a quantitative approach with an experimental method, the research involved 10 out of 15 children from TPA Siti Hajar. Data was collected through observation and interviews. The results showed a significant correlation between democratic parenting and the development of children's creativity. Children exposed to democratic parenting exhibited increased independence and creativity, adapting well to their school environment. The study concludes that democratic parenting significantly influences early childhood creativity, fostering a safe and supportive space for children to thrive. This positive influence encourages independence while maintaining clear, consistent boundaries, which enhances their creative and developmental stages.

Mimi Sartika Ritonga; Lailan Sofinah; Saiba Siregar

Neptunus: Jurnal Ilmu Komputer Dan Teknologi Informasi 2025 Asosiasi Riset Teknik Elektro dan Informatika Indonesia

Coffe is one of Indonesia’s leading commodities, known for its diverse flavors and aromas. Traditionally, coffee quality assessment is conducted manually through cupping tests performed by expert panelists. However, this method is subjective and requires considerable time and cost. This study aims to implement an Artificial Neural Network (ANN) using the backpropagation algorithm to classify coffee types based on sensory parameters such as flavor, aroma, acidity level, and body. Simulated data were generated from five common Indonesian coffee varieties: Arabica Gayo, Robusta Lampung, Arabica Toraja, Liberica Jambi, and Excelsa. The results show that the ANN-based classification system with a 4-8-1 architecture achieved an accuracy rate of 93% after 500 training epochs, with a final error value of 0.07. The implementation of this method provides an efficient and objective technological alternative to assist the coffee industry in maintaining product quality and automatically identifying coffee types.