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JOURNAL OF SCIENCE AND SOCIAL RESEARCH
Published by Smart Education
ISSN : 26154307     EISSN : 26153262     DOI : -
Core Subject : Economy, Science, Education, Social,
Computer Science & IT Economics, Econometrics & Finance Education Social Sciences
Journal of Science and Social Research is accepts research works from academicians in their respective expertise of studies. Journal of Science and Social Research is platform to disclose the research abilities and promote quality and excellence of young researchers and experienced thoughts towards Change for Development. The journal releases on February and July.
Arjuna Subject : -
Articles 3,645 Documents
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IMPLEMENTASI K-MEANS CLUSTERING DAN TEKNIK PENGOLAHAN CITRA DALAM KLASIFIKASI HEWAN KUCING, BELALANG DAN SEMUT Aditya Wiratama; Agung Ramadhanu
JOURNAL OF SCIENCE AND SOCIAL RESEARCH Vol. 8 No. 4 (2025): November 2025
Publisher : Smart Education

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54314/jssr.v8i4.4730

Abstract

Abstract: Research on animal diversity and behavior plays an important role in understanding ecological interactions and their potential applications in human life. This article examines three species cats (Felis catus), grasshoppers (Caelifera), and ants (Formicidae) each of which holds a unique role in ecosystems and human interaction. Cats, as domesticated animals, serve not only as companions but also contribute ecologically by controlling small animal populations. Grasshoppers are herbivorous insects that play a significant role in food chains and can serve as indicators of ecosystem health, while also being known as agricultural pests. Meanwhile, ants are characterized by complex social systems and contribute to soil balance and nutrient distribution. By comparing the biological characteristics, behaviors, and ecological interactions of these three animals, this study aims to provide a more comprehensive understanding of the roles of fauna in ecosystems and their implications for conservation and sustainable utilization. Keywords: cats, grasshoppers, ants, ecology, biodiversity Abstrak: Penelitian mengenai keanekaragaman dan perilaku hewan memiliki peran penting dalam memahami hubungan ekologi serta potensi aplikasinya dalam kehidupan manusia. Artikel ini mengkaji tiga jenis hewan, yaitu kucing (Felis catus), belalang (Caelifera), dan semut (Formicidae), yang masing-masing memiliki peranan unik dalam ekosistem maupun interaksi dengan manusia. Kucing, sebagai hewan domestik, tidak hanya berfungsi sebagai hewan peliharaan tetapi juga memiliki peran ekologis dalam mengendalikan populasi hewan kecil. Belalang merupakan serangga herbivora yang berperan signifikan dalam rantai makanan, sekaligus menjadi indikator kesehatan ekosistem, namun juga dapat menjadi hama pertanian. Sementara itu, semut dikenal dengan sistem sosial yang kompleks serta kontribusinya dalam menjaga keseimbangan tanah dan mendistribusikan nutrien. Dengan membandingkan karakteristik biologis, perilaku, dan interaksi ekologis ketiga hewan tersebut, penelitian ini diharapkan dapat memberikan pemahaman yang lebih komprehensif tentang peran fauna dalam ekosistem dan implikasinya bagi konservasi serta pemanfaatan berkelanjutan. Kata kunci: kucing, belalang, semut, ekologi, keanekaragaman hayati  
Decision-Making Process of the United States Withdrawal from Afghanistan in 2020-2021 Bintang Corvi Diphda; Putri Alyaa Safira; Yoga Ramadhani; Gertha Maria Gultom; Angelique Kishiola Prima Foraihmbarasi
JOURNAL OF SCIENCE AND SOCIAL RESEARCH Vol. 8 No. 4 (2025): November 2025
Publisher : Smart Education

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54314/jssr.v8i4.4764

Abstract

This article explains why the United States chose to withdraw troops from Afghanistan in 2020-2021 by applying Graham Allison’s decision-making models. Using a qualitative desk review, this article systematically identified, selected, and analysed secondary sources, then conducted a thematic analysis aligned with the Rational Actor, Organisational Process, and Bureaucratic Politics frameworks. The findings show that, as a rational actor, the U.S. pursued strategic aims of cost reduction, force protection, and fulfilment of political commitments, enabled in part by the Doha framework. Organisational procedures within the Department of Defence, the State Department, and CENTCOM shaped the pace, sequencing, and modalities of withdrawal. Bureaucratic bargaining among the President, senior defence leaders, and the special envoy structured key choices and trade-offs. This article concludes that the exit was driven by rational goals filtered through institutional routines and interagency politics. Policy implications include earlier whole-of-government planning, tighter diplomatic coordination with partners, and robust contingency arrangements.
Pertautan Ilmu dan Kekuasaan: Strategi Ulama dalam Menavigasi Poros-poros Politik Sertia Okta Diana; Alfauzan Amin; Saepudin Saepudin
JOURNAL OF SCIENCE AND SOCIAL RESEARCH Vol. 8 No. 4 (2025): November 2025
Publisher : Smart Education

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54314/jssr.v8i4.4766

Abstract

Abstract : Pertautan Ilmu dan Kekuasaan: Strategi Ulama Dalam Menavigasi Poros-Poros Politik. This study examines the interrelation between knowledge and power by highlighting the strategies of ulama in navigating political spheres in Indonesia. The focus lies on how religious scholarly authority is utilized to shape, maintain, or negotiate positions within political power structures. The study aims to understand the dynamics between religious knowledge and political interests, as well as their implications for the social legitimacy of the ulama. The research employs a qualitative descriptive approach, involving literature analysis, interviews with religious figures, and case studies of ulama involvement in contemporary politics. The findings indicate that ulama adopt adaptive strategies through moral narratives, scholarly authority, and social networks to sustain their influence amid political competition. In conclusion, knowledge and power are not separate entities but are deeply intertwined in shaping configurations of authority and legitimacy within politico religious society.Keywords : Relation between Knowledge and Power, Ulama’s Strategies, Political Blocs Abstract : Pertautan Ilmu dan Kekuasaan: Strategi Ulama Dalam Menavigasi Poros-Poros Politik. Penelitian ini mengkaji pertautan antara ilmu dan kekuasaan dengan menyoroti strategi ulama dalam menavigasi poros-poros politik di Indonesia. Fokus kajian terletak pada bagaimana otoritas keilmuan keagamaan digunakan untuk membentuk, mempertahankan, atau menegosiasikan posisi dalam struktur kekuasaan politik. Penelitian ini bertujuan untuk memahami dinamika relasi antara pengetahuan keagamaan dan kepentingan politik, serta implikasinya terhadap legitimasi sosial ulama. Metode yang digunakan adalah pendekatan kualitatif-deskriptif dengan analisis terhadap literatur, wawancara tokoh keagamaan, serta telaah kasus keterlibatan ulama dalam politik kontemporer. Hasil penelitian menunjukkan bahwa ulama menggunakan strategi adaptif melalui narasi moral, otoritas keilmuan, dan jejaring sosial untuk menjaga pengaruh di tengah kompetisi politik. Kesimpulannya, ilmu dan kekuasaan bukan entitas yang terpisah, melainkan saling berkelindan dalam membentuk konfigurasi otoritas dan legitimasi dalam masyarakat politik-religius.Kata Kunci: Relasi Ilmu dan Kekuasaan, Strategi Ulama, Poros Politik
PENGEMBANGAN APLIKASI WISTLE BLOWING SYSTEM (WBS) PPNP DENGAN AGILE METHOD Agus Nur Khomarudin; Amrizal Amrizal; Rina Novita; Romy Aulia
JOURNAL OF SCIENCE AND SOCIAL RESEARCH Vol. 8 No. 4 (2025): November 2025
Publisher : Smart Education

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54314/jssr.v8i4.4772

Abstract

Abstract: The effective implementation of a Whistleblowing System (WBS) reflects an organization’s commitment to the principles of good governance and compliance with applicable laws and regulations. In order to realize good governance at Politeknik Pertanian Negeri Payakumbuh (PPNP), various efforts are required to overcome barriers that may hinder the achievement of the institution’s vision. One such barrier may take the form of violations. Therefore, any potential violations within the PPNP environment need to be prevented and identified at an early stage. As a preventive and early detection measure against misconduct, PPNP needs to implement a Whistleblowing System as a reporting medium for violations committed by members of the academic community. This study aims to develop a WBS application that can be used as a reporting platform for violations within the PPNP environment. The research adopts stages from the Agile Method, which include the following phases: Plan, Design, Develop, Test, Deploy, Review, and Launch. In general, this study has produced a product in the form of a WBS system for PPNP, which has been tested for both validity and effectiveness. The validity test of the product yielded a score of 0.90, categorized as Valid, while the effectiveness test produced a score of 0.91, classified as High-g or highly effective. Based on these test results, it can be concluded that the WBS developed in this study is feasible and can be implemented at Politeknik Pertanian Negeri Payakumbuh as a means to support the realization of good governance within the institution. Keyword: Whistleblowing System; Good Governance; Agile Method. Abstrak: Implementasi Whistleblowing System (WBS) secara efektif mencerminkan komitmen organisasi terhadap prinsip good governance dan kepatuhan terhadap peraturan perundang-undangan yang berlaku. Dalam rangka mewujudkan tata kelola yang baik di Politeknik Pertanian Negeri Payakumbuh, diperlukan berbagai upaya untuk mengatasi hambatan yang dapat menghalangi pencapaian visi institusi. Salah satu hambatan tersebut dapat berupa terjadinya pelanggaran. Oleh karena itu, pelanggaran yang mungkin terjadi di lingkungan Politeknik Pertanian Negeri Payakumbuh perlu dicegah dan diidentifikasi sejak dini. Sebagai langkah preventif dan deteksi awal terhadap pelanggaran, Politeknik Pertanian Negeri Payakumbuh perlu mengimplementasikan sistem Whistleblowing sebagai media pelaporan pelanggaran yang dilakukan oleh warga kampus. Penelitian ini bertujuan untuk menghasilkan aplikasi wbs yang dapat digunakan sebagai media pelaporan pelanggaran atau Whistleblowing System (WBS) di lingkungan Politeknik Pertanian Negeri Payakumbuh. Penelitian ini menggunakan tahapan yang diadopsi dari tahapan pada Agile Method, yang terdiri dari tahap: Plan, Design, Develop, Test, Deploy, Review dan Launch. Secara umum penelitian ini telah menghasilkan sebuah produk yaitu sistem WBS pada PPNPdan telah diuji meliputi uji validitas dan efektifitas. Hasil uji validitas produk memperoleh nilai 0,90 dengan kategori Valid dan Uji efektifitas memperoleh nilai 0,91 dengan kriteria “High-g” atau efektifitas tinggi. Berdasarkan hasil uji produk maka dapat disimpulkan bahwa sistem WBS dalam penelitian ini layak dan dapat diterapkan pada kampus PPNP dalam rangka mewujudkan tata kelola yang baik di Politeknik Pertanian Negeri Payakumbuh. Kata kunci: Whistleblowing System; Good Governance; Agile Method.
DIGITAL MEDIA AS A MEANS OF PROMOTING AND STRENGT HENING SUSTAINABLE TOURISM IN BANJARBARU CITY, SOUTH KALIMANTAN Luqman Abdulloh Mahmuda; Andri Haryono Awalokta Kusuma; Umi Nur Solikah
JOURNAL OF SCIENCE AND SOCIAL RESEARCH Vol. 8 No. 4 (2025): November 2025
Publisher : Smart Education

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54314/jssr.v8i4.4784

Abstract

 Abstract: This article analyzes the role of digital media as a means of promoting and strengthening sustainable tourism practices in Banjarbaru City, South Kalimantan. The research was conducted using a descriptive qualitative approach and digital content analysis, as well as case studies of three leading destinations: Lake Seran, Mentaos Pine Forest, and Banua Botanical Garden. Data collection included in-depth interviews (n=25), participant observation, and analysis of 450 destination-related social media posts on Instagram, TikTok, and YouTube. The results indicate that: (1) digital media is effective in increasing destination visibility and attracting visitors; (2) sustainability-themed content (eco-storytelling, conservation education) strengthens the destination's image as environmentally friendly; (3) collaboration between the government and the influencer community contributes significantly to the dissemination of sustainability messages; and (4) the main challenges are unequal digital literacy, limited promotional budgets, and fluctuating network infrastructure. The article concludes with practical policy recommendations for the Banjarbaru Tourism Office and local stakeholders to implement sustainable, data-driven digital promotion strategies. Keyword: creative economy;digital media;sustainable tourism. Abstrak: Artikel ini menganalisis peran media digital sebagai sarana promosi sekaligus penguatan praktik pariwisata berkelanjutan di Kota Banjarbaru, Kalimantan Selatan. Penelitian dilakukan dengan pendekatan kualitatif deskriptif dan analisis konten digital, serta studi kasus pada tiga destinasi unggulan: Danau Seran, Hutan Pinus Mentaos, dan Banua Botanical Garden. Pengumpulan data meliputi wawancara mendalam (n=25), observasi partisipatif, dan analisis 450 unggahan media sosial terkait destinasi pada platform Instagram, TikTok, dan YouTube. Hasil menunjukkan bahwa: (1) media digital efektif meningkatkan visibilitas destinasi dan mendatangkan kunjungan; (2) konten bertema keberlanjutan (eco storytelling, edukasi konservasi) memperkuat citra destinasi sebagai ramah lingkungan; (3) kolaborasi pemerintah komunitas influencer berkontribusi signifikan terhadap penyebaran pesan keberlanjutan; serta (4) tantangan utama adalah literasi digital yang belum merata, keterbatasan anggaran promosi, dan infrastruktur jaringan yang masih fluktuatif. Artikel menutup dengan rekomendasi kebijakan praktis bagi Dinas Pariwisata Banjarbaru dan pemangku kepentingan lokal untuk menerapkan strategi promosi digital yang berkelanjutan dan berbasis data. Kata kunci: ekonomi kreatif;media digital;pariwisata berkelanjutan. 
TRANSFORMING TRADITIONAL CUISINE INTO TECHNOPRENEURIAL INNOVATION: NASI TUTUG ONCOM (NTO) AS A GASTRONOMIC TOURISM ATTRACTION Silvia Wijaya Rahmat; Wisnu Pramudya; Danny Rizky Ramadhan; Getar Jagat Raya Rahmatul Annajam; Riza Saepul Millah
JOURNAL OF SCIENCE AND SOCIAL RESEARCH Vol. 8 No. 4 (2025): November 2025
Publisher : Smart Education

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54314/jssr.v8i4.4785

Abstract

Abstract: This study examines the potential of nasi tutug oncom (NTO), a traditional Sundanese dish from Tasikmalaya, as a culturally rich, digitally marketable gastronomic tourism product. Although Indonesian culinary heritage has gained attention in tourism development, regional dishes like NTO are understudied in both research and policy. The study aims to (1) analyze the attractiveness of NTO as a tourism product, (2) evaluate existing promotional efforts and challenges, and (3) propose technopreneurial strategies to enhance its digital sustainability and marketability. A qualitative approach was employed through semi-structured interviews and participant observation with ten key stakeholders, including tourism officials, gastronomy experts, NTO producers, entrepreneurs, and travel agent. Using the "3S" framework: Something to See, Something to Do, and Something to Buy". Findings reveal that NTO offers a holistic gastronomic experience encompassing cultural observation, active participation, and economic contribution. However, current promotions are fragmented, with a limited digital presence and coordination. Technopreneurship emerges as a viable approach to repositioning NTO through digital storytelling, visual branding, and e-commerce. This study contributes to the discourse on gastronomic tourism by emphasizing regional culinary heritage and the importance of stakeholder collaboration and digital innovation in sustaining local gastronomy. Keyword: culinary heritage; digital promotion; gastronomic tourism; nasi tutug oncom (NTO); technopreneurship Abstrak: Penelitian ini mengkaji potensi Nasi Tutug Oncom (NTO), sebuah makanan tradisional khas Sunda yang berasal dari Tasikmalaya, sebagai produk pariwisata gastronomi yang kaya budaya dan dapat dipasarkan secara digital. Meskipun warisan kuliner Indonesia telah mendapat perhatian dalam pengembangan pariwisata, namun makanan tradisional seperti NTO belum banyak dikaji baik dalam penelitian maupun kebijakan. Penelitian ini bertujuan untuk (1) menganalisis daya tarik NTO sebagai produk pariwisata, (2) mengevaluasi upaya promosi yang dilakukan sejauh ini beserta tantangannya, dan (3) menawarkan strategi technopreneurial untuk meningkatkan keberlanjutan digital dan daya pasarnya. Pendekatan kualitatif dipilih dengan memanfaatkan observasi partisipatif dan wawancara semi-terstruktur terhadap sepuluh pemangku kepentingan, di antaranya adalah dinas pariwisata, ahli gastronomi, produsen dan wirausahawan NTO, serta agen perjalanan. Penelitian ini menggunakan kerangka teori “3S”: Something to See, Something to Do, and Something to Buy. Hasil penelitian menunjukkan bahwa NTO menawarkan pengalaman gastronomi secara menyeluruh yang mencakup pembelajaran budaya, partisipasi aktif, dan kontribusi ekonomi. Meskipun demikian, saat ini promosinya masih terfragmentasi, minim koordinasi, dan belum digital. Technopreneurship muncul sebagai strategi untuk memposisikan kembali NTO melalui storytelling digital, branding visual, dan e-commerce. Penelitian ini berkontribusi pada diskursus tentang pariwisata gastronomi dengan menekankan warisan kuliner lokal, pentingnya kolaborasi pemangku kepentingan, dan inovasi digital untuk mempertahankan gastronomi lokal. Kata kunci: warisan kuliner; promosi digital; pariwisata gastronomi; nasi tutug oncom (NTO); technopreneurship. 
FENOMENA SOCIAL LOAFING PADA MAHASISWA DALAM PENGERJAAN TUGAS KELOMPOK: STRATEGI, KETERGANTUNGAN, DAN DIFUSI TANGGUNG JAWAB Erna Puji Lestari; Riskiyana Prihatiningsih; Ella Faridati Zen
JOURNAL OF SCIENCE AND SOCIAL RESEARCH Vol. 8 No. 4 (2025): November 2025
Publisher : Smart Education

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54314/jssr.v8i4.4786

Abstract

Abstract: This research aims to reveal the dynamics of student behavior in the context of working on group assignments in the lecture environment. Through a qualitative approach, various patterns of student participation were found that reflected adaptation strategies to collective responsibility, procrastination tendencies, and social dependence. Data was collected through in-depth interviews and participatory observation of student group activities in completing academic assignments. The results of the study showed that students tended to choose easy tasks, postpone work until they were close to the deadline, avoid leadership positions, and adjust the intensity of contributions based on the quality of group members. This phenomenon indicates the diffusion of social responsibility and efficiency strategies in the context of collaborative learning. This research provides implications for lecturers to design an assessment system and evaluation mechanism that fosters a sense of personal responsibility in group work. Keyword: Group Assignments, Student Participation, Procrastination, Social Dependence, Collective Responsibility Abstrak: Penelitian ini bertujuan untuk mengungkap dinamika perilaku mahasiswa dalam konteks pengerjaan tugas kelompok di lingkungan perkuliahan. Melalui pendekatan kualitatif, ditemukan berbagai pola partisipasi mahasiswa yang mencerminkan strategi adaptasi terhadap tanggung jawab kolektif, kecenderungan prokrastinasi, serta ketergantungan sosial. Data dikumpulkan melalui wawancara mendalam dan observasi partisipatif terhadap aktivitas kelompok mahasiswa dalam menyelesaikan tugas akademik. Hasil penelitian menunjukkan bahwa mahasiswa cenderung memilih tugas yang mudah, menunda pengerjaan hingga mendekati batas waktu, menghindari posisi kepemimpinan, serta menyesuaikan intensitas kontribusi berdasarkan kualitas anggota kelompok. Fenomena ini mengindikasikan adanya difusi tanggung jawab dan strategi efisiensi sosial dalam konteks pembelajaran kolaboratif. Penelitian ini memberikan implikasi bagi dosen untuk merancang sistem penilaian dan mekanisme evaluasi yang menumbuhkan rasa tanggung jawab personal dalam kerja kelompok. Kata kunci: Tugas Kelompok, Partisipasi Mahasiswa, Prokrastinasi, Ketergantungan Sosial, Tanggung Jawab Kolektif 
“PENERAPAN METODE WEIGHTED PRODUCT MENENTUKAN MINAT BELAJAR SISWA PADA PENGOLAHAN DATA APLIKASI MICROSOFT OFFICE EXCEL DI SMK AL RAZI SINAR HARAPAN”. Ermayanti Astuti; Suryani Suryani; Alesia Lorenzza Sinaga; Sofyan Pariyasto; Nurhayati Nurhayati
JOURNAL OF SCIENCE AND SOCIAL RESEARCH Vol. 8 No. 4 (2025): November 2025
Publisher : Smart Education

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54314/jssr.v8i4.4788

Abstract

Abstract: Data processing applications are currently highly needed by students at Al Razi Sinar Harapan Private Vocational High School, Medan, Johor, especially in the Pharmacy and Software Engineering majors. A quality school is one that responds to the trust of the community, especially students, in choosing their majors at the third level. This means that the school is able to provide the best guidance and service to students, thus producing a generation of quality students in all aspects. Systems analysis is the decomposition of a complete information system into its component parts with the aim of identifying and evaluating problems, opportunities, obstacles, and expected needs so that improvements can be proposed. Systems analysis is conducted after the system design stage and before the system design stage. The method used in this research activity will be a sampling process complemented by training in the use of Microsoft Excel-based learning applications to make decisions regarding student learning interests in subjects. The results of these decisions can be obtained using the Weighted Product method.One way is to train students in the use of data processing applications, namely Microsoft Excel. It is hoped that this research will provide students with a better understanding of Information and Communication Technology (ICT) by utilizing Microsoft Excel, providing them with hands-on experience and skills in Microsoft Office. This will significantly improve their skills in utilizing information technology and computers, encouraging them to participate in further activities. Keywords: Systems Analysis, Learning Interest, Information and Communication Technology, Weighted Product Method, Microsoft Excel (Data Processing Application). Abstrak: Aplikasi Pengolahan data pada zaman sekarang sangat dibutuhkan oleh siswa dan siswi di Sekolah Menengah Kejuruan Swasta Al Razi Sinar Harapan Medan Johor terutama pada jurusan Farmasi dan Rekayasa Perangkat Lunak. Sekolah yang bermutu adalah yang dapat merespon kepercayaan masyarakat khususnya siswa dalam menentukan jurusan yang dipilih pada tingkat 3, artinya bagaimana pihak sekolah mampu memberikan arahan dan pelayanan yang terbaik bagi para siswa-siswi sehingga menghasilkan generasi yang bermutu dalam segala hal. Analisis sistem adalah penguraian dari suatu sistem informasi yang utuh ke dalam bagian-bagian komponennya dengan maksud untuk mengidentifikasikan dan mengevaluasi permasalahan, kesempatan, hambatan yang terjadi dan kebutuhan yang diharapkan sehingga dapat diusulkan perbaikan. Analisis sistem dilakukan setelah tahap perancangan sistem dan sebelum tahap desain sistem. Adapun metode yang di pakai dalam pelaksanaan kegiatan penelitian ini akan dilakukan dengan proses pengambilan sample yang dilengkapi dengan pelatihan penggunaan aplikasi pembelajaran berbasis Microsoft Excel untuk mengambil keputusan pada minat belajar siswa terhadap mata pelajaran. Hasil dari keputusan tersebut dapat diperoleh keputusan dengan menggunakan metode Weighted Product.Salah satunya adalah dengan melatih kemampuan memanfaatkan aplikasi pengolah data yaitu Microsoft Excel. Diharapkan dengan adanya penelitian tersebut, siswa dan siswi dapat lebih mengetahui tentang penggunaan Teknologi Informasi dan Komunikasi (TIK) dengan memanfaatkan Microsoft Excel sebagai pengalaman dan keterampilan bagi siswa dan siswi dalam penggunaan Microsoft Office. Sehingga memberikan manfaat yang signifikan bagi peningkatan keterampilan siswa dan siswi dalam memanfaatkan teknologi informasi dan komputer, mereka sangat berantusias untuk mengikuti kegiatan lebih lanjut. Kata Kunci: Analisis Sistem, Minat Belajar, Teknologi Informasi dan Komunikasi, Metode Weighted Product, Microsoft Excel (Aplikasi Pengolahan Data).
IMPLEMENTASI LOGIKA FUZZY TSUKAMOTO UNTUK FASILITAS LAYANAN KESEHATAN DI DAERAH Eliza Susanti; Khairul Saleh
JOURNAL OF SCIENCE AND SOCIAL RESEARCH Vol. 8 No. 4 (2025): November 2025
Publisher : Smart Education

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54314/jssr.v8i4.4789

Abstract

Abstract:The level of public satisfaction is one of the things that reflects how good the service is provided. If the public is satisfied, trust in public health services will increase, which ultimately can encourage increased visits and the success of government health programs. Therefore, it is important to evaluate the level of satisfaction of service users periodically, to determine which aspects need to be improved. This study on satisfaction with Community Health Center services in Sidodai is expected to provide a real picture of public perception and become input for improving the quality of health services. The data used are data on the assessment of service speed, politeness, responsibility, fairness in obtaining services, and responsiveness of medical personnel. The aim is to determine the extent to which health center staff have provided their best service to the community who come. Based on manual calculations using the Fuzzy Tsukamoto method, it was found that the system is able to provide more objective and measurable results of the analysis of the level of public satisfaction. By determining input variables such as Service Speed, Politeness, Responsibility, Fairness in Obtaining Services, and Responsiveness of Medical Personnel, as well as the output variable in the form of satisfaction level, this method produces a crisp value (defuzzification) that shows the results of the Evaluation calculation of 4.6 with the provision that the community is satisfied with the health center services. Keywords: Implementation, Fuzzy Logic, Tsukamoto, Regional Health Service Facilities, Sidodadi Village Abstrak: Tingkat kepuasan masyarakat merupakan salah satu hal yang mencerminkan seberapa baik pelayanan yang diberikan. Jika masyarakat merasa puas, maka kepercayaan terhadap layanan kesehatan publik akan meningkat, yang pada akhirnya dapat mendorong peningkatan kunjungan dan keberhasilan program-program kesehatan pemerintah. oleh karena itu, penting dilakukan evaluasi tingkat kepuasan pengguna layanan secara berkala, guna mengetahui aspek mana yang perlu ditingkatkan. Penelitian mengenai kepuasan layanan Puskesmas di sidodai ini diharapkan dapat memberikan gambaran nyata tentang persepsi masyarakat serta menjadi bahan masukan bagi peningkatan mutu pelayanan kesehatan. Data yang digunakan ialah data penilaian kecepatan pelayanan, kesopanan, tanggung jawab, keadilan mendapatkan pelayanan dan ketanggapan tenaga medis. Tujuan ntuk mengetahui sejauh mana petugas puskesmas telah memberikan layanan terbaik mereka terhadap masyarakat yang datang. Berdasarkan perhitungan manual menggunakan metode Fuzzy Tsukamoto, diperoleh bahwa sistem mampu memberikan hasil analisis tingkat kepuasan masyarakat secara lebih objektif dan terukur. Dengan menentukan variabel input seperti Kecepatan Pelayanan, Kesopanan, Tanggung Jawab, Keadialan Mendapatkan Pelayanan dan Ketanggapan Tenaga Medis, serta variabel output berupa tingkat kepuasan, metode ini menghasilkan nilai crisp (defuzzifikasi) yang menunjukkan hasil perhitungan Evaluasi sebesar 4,6 dengan ketentuan masyarakat tersebut merasa Puas terhadap pelayanan puskesmas. Kata Kunci : Implementasi, Logika Fuzzy, Tsukamoto, Fasilitas Layanan Kesehatan Di Daerah, Desa Sidodadi 
PENERAPAN DATA MINING DENGAN ALGORITMA NAIVE BAYES CLASSIFIER DALAM MEMPREDIKSI PEMBELIAN LAPTOP Ali Darma; Wanayumini Wanayumini
JOURNAL OF SCIENCE AND SOCIAL RESEARCH Vol. 8 No. 4 (2025): November 2025
Publisher : Smart Education

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54314/jssr.v8i4.4790

Abstract

Abstract: The rapid development of information technology has increased public demand for computer devices, particularly laptops. The wide variety of products and diverse consumer preferences make it essential for businesses to understand purchasing patterns in order to develop effective marketing strategies. This study aims to apply data mining techniques using the Naive Bayes Classifier algorithm to predict laptop purchase decisions based on sales data and consumer characteristics. The Naive Bayes Classifier method was chosen for its ability to perform accurate classification even when dealing with heterogeneous data and multiple attributes. The dataset used in this study includes attributes such as price, brand, specifications, and buyer preferences. The research process consists of data collection, preprocessing, probability calculation for each class, and evaluation using accuracy values and a confusion matrix. The results show that the Naive Bayes Classifier algorithm provides a satisfactory level of accuracy in predicting laptop purchasing behavior. These findings are expected to assist stores or companies in understanding customer purchasing patterns and supporting strategic decision-making in laptop product marketing. Keywords: Data Mining, Naive Bayes Classifier, Prediction, Laptop Purchase, Classification. Abstrak: Perkembangan teknologi informasi yang semakin pesat mendorong peningkatan kebutuhan masyarakat terhadap perangkat komputer, khususnya laptop. Banyaknya variasi produk dan preferensi konsumen membuat pelaku bisnis perlu memahami pola pembelian agar dapat menentukan strategi pemasaran yang tepat. Penelitian ini bertujuan untuk menerapkan teknik data mining menggunakan algoritma Naive Bayes Classifier dalam memprediksi keputusan pembelian laptop berdasarkan data penjualan dan karakteristik konsumen. Metode Naive Bayes Classifier dipilih karena kemampuannya dalam melakukan klasifikasi dengan tingkat akurasi yang baik meskipun data bersifat heterogen dan memiliki jumlah atribut yang banyak. Data yang digunakan dalam penelitian ini meliputi atribut seperti harga, merek, spesifikasi, dan preferensi pembeli. Proses penelitian meliputi tahap pengumpulan data, pra-pemrosesan, perhitungan probabilitas setiap kelas, hingga evaluasi hasil menggunakan nilai akurasi dan confusion matrix. Hasil penelitian menunjukkan bahwa algoritma Naive Bayes Classifier mampu memberikan prediksi yang cukup akurat terhadap perilaku pembelian laptop dengan tingkat akurasi yang mencapai nilai yang memuaskan. Temuan ini diharapkan dapat membantu pihak toko atau perusahaan dalam memahami pola pembelian pelanggan serta mendukung pengambilan keputusan strategis dalam pemasaran produk laptop. Kata Kunci : Data Mining, Naive Bayes Classifier, Prediksi, Pembelian Laptop, Klasifikasi.   

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