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Penerapan Data Mining Dalam Estimasi Harga Emas Menggunakan Algoritma Trend Moment Pada PT Victoeria Vici

Erika Fahmi Ginting, Husna Gemasih, Suci Andriyani, Mutiara S. Simanjuntak, Chindi Dwi Lestari Nainggolan
Abstract: Emas merupakan salah satu jenis komoditi yang paling banyak diminati untuk tujuan investasi, karena dipandang sebagai instrumen yang lebih aman dibandingkan saham serta memiliki nilai jual yang selalu bergerak mengikuti… kondisi pasar. PT Victoeria Vici, sebagai pelaku usaha perhiasan emas custom, menghadapi kendala dalam menentukan estimasi harga jual kepada pelanggan, sebab proses pengerjaan pesanan custom membutuhkan waktu hingga 14 hari, sementara harga emas bergerak fluktuatif dan tidak terstruktur setiap harinya sehingga estimasi harga menjadi tidak akurat dan tidak efektif. Berdasarkan permasalahan tersebut, penelitian ini menerapkan konsep Data Mining dengan algoritma Trend Moment untuk mengestimasi harga emas pada rentang waktu tertentu. Data yang digunakan merupakan data historis harga emas per gram pada PT Victoeria Vici periode Agustus–Oktober 2021 sebanyak 92 data. Tahapan penelitian meliputi pengumpulan data, penentuan variabel X dan Y, eliminasi untuk memperoleh nilai konstanta a dan slope b, serta penerapan persamaan Y = a + bX untuk memperoleh nilai estimasi. Hasil perhitungan menunjukkan nilai a = 720.871,725 dan b = 3,108 sehingga model estimasi mampu menghasilkan proyeksi harga emas yang mendekati pola data historis. Model ini kemudian diimplementasikan ke dalam aplikasi berbasis desktop menggunakan Microsoft Visual Basic 2010 dan basis data Microsoft Access, dilengkapi Crystal Report untuk pencetakan laporan hasil estimasi. Hasil penelitian menunjukkan bahwa algoritma Trend Moment dapat membantu PT Victoeria Vici dalam memperoleh estimasi harga emas secara lebih cepat, konsisten, dan terdokumentasi. Gold is one of the most sought-after commodities for investment purposes, as it is regarded as a safer instrument compared to stocks and has a selling value that constantly fluctuates with market conditions. PT Victoeria Vici, a custom gold jewelry business, faces difficulty in determining the estimated selling price offered to customers because the production process for custom orders takes up to 14 days, while gold prices move in an unstructured and fluctuating manner every day, making manual price estimation inaccurate and ineffective. Based on this problem, this study applies the concept of Data Mining using the Trend Moment algorithm to estimate gold prices over a certain period of time. The data used is historical daily gold price data per gram from PT Victoeria Vici for the period of August–October 2021, consisting of 92 records. The research stages include data collection, determination of the X and Y variables, elimination to obtain the constant value a and the slope b, and the application of the equation Y = a + bX to obtain the estimated value. The calculation results show a value of a = 720,871.725 and b = 3.108, so that the estimation model is able to produce gold price projections that closely follow the pattern of historical data. This model was then implemented into a desktop-based application using Microsoft Visual Basic 2010 and a Microsoft Access database, equipped with Crystal Report for printing estimation result reports. The results show that the Trend Moment algorithm can help PT Victoeria Vici obtain gold price estimations more quickly, consistently, and in a well-documented manner.

TRANSFORMATION OF ACEH TENGGARA COCOA FARMERS THROUGH GAP AND APPLICATION-BASED PRICE INFORMATION SYSTEM

Assauwab, Muhammad Husaini, Deden Sumoharjo, Anuar Ramut, Umaidi
Abstract: Cocoa is a strategic commodity in Southeast Aceh Regency, but farmer productivity and income remain low due to limited implementation of Good Agricultural Practices (GAP) and poor access to price information. This community… ity service activity aims to improve farmers' capacity through an integrated approach that combines improving cocoa cultivation knowledge, strengthening the implementation of GAP, and utilizing real-time cocoa price information applications. The activity was carried out in December 2025 through stages of socialization, technical training, field demonstrations, introduction to price applications, as well as mentoring and evaluation. The results of the activity showed an increase in farmers' knowledge levels from low to medium to high, especially in terms of price information. Initial improvements in GAP adoption were reflected in pruning, fertilization, garden sanitation, pest control, and harvesting and post-harvesting practices that were more in line with standards. Access to price information shifted from dependence on middlemen to the use of applications and market comparisons, which increased farmers' independence in determining the time of sale. The price range difference between farmers and market references confirms that limited information weakens farmers' bargaining position. Overall, the integrated approach has proven relevant in improving farming efficiency and strengthening the basis for increasing cocoa farmers' income, although the sustainability of the impact requires continued assistance and strengthening of farmer institutions.

HEALTH TECHNOLOGY AND COMMUNICATION SYNERGY FOR COMMUNITY WELL-BEING IN TIMOR LESTE

Ismawatie, Emma, Eni Lestari, Diyan Sakti Purwanto, Dionisio Jose dos Santos, Canggih Ajika Pamungkas
Abstract: This international community service program aims to improve community welfare through the synergy of health technology and effective communication strategies in Timor Leste. The program was motivated by limited access to… o health services, low health literacy, and contextual challenges in health communication within the community. The implementation methods included health education, training on the use of simple health technologies, community mentoring, and strengthening culturally based health communication. The activities were conducted collaboratively by involving local health workers, community members, students, and lecturers as part of international cooperation. The results indicate an improvement in community understanding of basic health pravtices, more optimal use of health technology, and increased active participation in maintaining personal and community health. In addition, the establishment of international collaboration networks supported the exchange of knowledge and best practices. The evaluation shows that an integrative and participatory approach was effective in supporting program sustainability, despite challenges related to infrastructure limitations and digital literacy. Overall, this community service program contributes significantly to enhancing health literacy and community welfare and can serve as a model for international community engagement based on health technology and communication.

SIPAKATAU: SINERGI PANGAN LOKAL DAN AKTIVITAS FISIK UNTUK MENCEGAH PENYAKIT TIDAK MENULAR

Asikin, Hijrah, Sirajuddin, Ihsan, Fitriah
Abstract: Non-communicable diseases (NCDs) remain a major health problem in Biringkanaya District, Makassar City, with high rates of obesity, hypertension, high cholesterol, and metabolic disorders. These problems are influenced by… y an unbalanced diet, low consumption of local foods, and a lack of physical activity. The SIPAKATAU (Synergy of Local Food and Physical Activity) programme was designed to address these issues through nutritional education, my plate demonstrations, physical activity, and the use of locally sourced, easily accessible food to the community. The activities were carried out over a month in Paccerakkang and Berua villages, involving 24 participants, health cadres, and the Paccerakkang community health centre. The intervention included pre-tests, interactive education, hands-on practice, physical activity monitoring, and health checks before and after the activities. The results showed an increase in knowledge from 50% to 75% in the good category, increased implementation of My Plate, and 75% of participants had sufficient physical activity. Health indicators showed improvement, particularly in cholesterol (normal levels increased from 1 to 7 individuals) and uric acid (100% normal). Blood sugar levels showed improvement, while blood pressure and nutritional status required longer-term intervention. The SIPAKATAU programme proved effective in improving community nutrition and health behaviours and is recommended as a model for community-based NCD prevention.

PENYUSUNAN LAPORAN KEUANGAN UMKM BERDASARKAN SAK EMKM: STUDI KASUS TOKO AL HUDA KEBUMEN

Luthfia, Arawindha Delphin, Suryani, Rista Ayu, Sumaryanto
Abstract:   Most micro, small, and medium enterprises (MSMEs) in Indonesia have not prepared financial statements that comply with applicable standards, posing risks to inaccurate business decisions and limiting opportunities to access… o access funding. This study aims to assist Al Huda Plastic and Baking Supplies Store in Kebumen in preparing financial statements in accordance with the Financial Accounting Standards for Micro, Small, and Medium Entities (SAK EMKM). This topic was chosen due to the importance of accounting literacy in managing small businesses, as the understanding of MSME actors regarding accounting standards is still relatively low. This research uses a descriptive qualitative method with a case study approach, utilizing observation, semi-structured interviews, and documentation as data collection techniques. The results show that Al Huda Store has been recording its finances manually. However, these records do not yet cover the components of financial statements required by SAK EMKM, such as the income statement, statement of financial position, and notes to the financial statements. The preparation of financial statements based on these standards has been carried out and demonstrates more accurate and structured financial information. In conclusion, the implementation of financial statements based on SAK EMKM in MSMEs plays a very important role in increasing accountability and quality in business decision-making. The results of this study also provide practical examples that can be used as references and re-applied by other MSMEs with similar characteristics  

PENINGKATAN DAYA SAING PRODUK UMKM MELALUI PELATIHAN FOTOGRAFI PRODUK UNTUK STRATEGI MARKETING KREATIF

Muhammad Rijal Alim Rahmat, Anang Setiawan, A. Reski Almaida Dg Macenning
Abstract: This community service activity aimed to enhance the competitiveness of SME products through product photography training as part of a creative marketing strategy. The training was conducted during the 63rd Anniversary Education… ducation Exhibition of Universitas Negeri Makassar, involving six types of SME products: iced coffee, creative bags, accessories, packaged food, passion fruit drinks, and grilled bread. Participants were equipped with basic photography techniques and hands-on practice. Survey results showed a significant increase in photography skills and participants’ understanding of the importance of visual presentation in digital promotion. The training proved effective in improving SMEs’ promotional capabilities and product appeal in the digital era.

PENGUATAN AKSES DAN PARTISIPASI WARGA BELAJAR MELALUI PROGRAM PENDIDIKAN KESETARAAN DI PKBM MINDA UTAMA KOTA BANDUNG

Wawan Hermawan, Iifan Auchep Venkatanathan, Andi Sukandi
Abstract: Equivalency education is one of the nonformal education services that plays an important role in expanding educational access for individuals who are unable to complete formal education. The success of equivalency education… ion programs is determined not only by the availability of educational access but also by learners’ participation in the learning process. This study aims to analyze the strengthening of educational access and learner participation through the equivalency education program at PKBM Minda Utama, Bandung City. The study employed a qualitative approach using a case study method. Data were collected through in-depth interviews, observations, and document analysis involving PKBM managers, tutors, and learners. Data analysis was conducted using the interactive model of Miles, Huberman, and Saldaña, consisting of data condensation, data display, and conclusion drawing. The findings indicate that educational access was strengthened through flexible learning schedules, simplified administrative requirements, and continuous program socialization to the community. Learner participation was reflected in active engagement during learning activities, supported by communicative, contextual, and needs-based learning approaches. The success of the program was supported by managerial commitment, tutor competence, and increasing public awareness of the importance of education, while economic constraints, work demands, and limited facilities remained challenges. The study concludes that educational access and learner participation are interrelated dimensions that determine the success of equivalency education programs. Therefore, strengthening both dimensions should be viewed as an integrated effort to improve the effectiveness of equivalency education and support lifelong learning

IMPLEMENTASI PENDEKATAN ANDRAGOGI DALAM PEMBELAJARAN PAKET B DI PKBM CITRA PRIANGAN

Wawan Hermawan, Diska Listianti, Rendi Kurniawan, Sherin Deviana Andara, Zahid Alhilmy
Abstract: Equality education through the Package B Program at PKBM has an important role in providing educational services for people who cannot access formal education. The diverse characteristics of learning residents require the… e application of appropriate learning approaches, one of which is through the andragogi approach. This study aims to analyze the implementation of the andragogy approach in Package B learning at PKBM Citra Priangan, identify its supporting and inhibiting factors, and determine its impact on the involvement of learning residents. The research uses a qualitative approach with a descriptive method. Data were collected through observation, semi-structured interviews, and documentation, then analyzed using Miles, Huberman's model. The results of the study show that the principles of andragogy have been applied through experiential learning, participatory methods, learning flexibility, and the development of life skills programs. Supporting factors include family culture, tutor competence, and learning flexibility, while inhibiting factors are limited facilities, learning environment conditions, and heterogeneity of learning residents. The implementation of andragogy has been proven to increase the participation, motivation, and involvement of learning residents in the learning process. Thus, the andragogy approach effectively supports the implementation of Package B learning that is more relevant to the needs of learning residents

PENGARUH DAYA TARIK, FASILITAS DAN AKSESIBILITAS TERHADAP KEPUASAN WISATAWAN DI OBJEK WISATA PONDOK HALIMUN

Oktavan, Doa Galank, Siswandi, Zerry, Ruswandi, Wawan
Abstract: This study aims to examine the influence of tourist attractions, facilities, and accessibility on tourist satisfaction at the Pondok Halimun Tourist Destination, Sukabumi Regency. The research employed a quantitative approach… roach using a causal associative design. The population consisted of tourists who visited Pondok Halimun between April and July 2025. A total of 95 respondents were selected using accidental sampling techniques. Data were collected through questionnaires measured on a five-point Likert scale and analyzed using multiple linear regression with SPSS software. The results indicate that tourist attractions, facilities, and accessibility individually have a positive and significant effect on tourist satisfaction. Furthermore, the simultaneous test confirms that these three variables collectively have a strong influence on tourist satisfaction. The coefficient of determination reveals that a substantial proportion of tourist satisfaction can be explained by the combined effects of tourist attractions, facilities, and accessibility. These findings suggest that integrated destination management focusing on attraction quality, adequate facilities, and ease of access is essential to enhance tourist satisfaction and support sustainable tourism development.

ANALISIS PERSEPSI MASYARAKAT TERHADAP KUALITAS PELAYANAN PUBLIK PADA DINAS KEPENDUDUKAN DAN CATATAN SIPIL (DISDUKCAPIL) KABUPATEN BOGOR

Muchammad Hamdani, Mujito
Abstract: This study aims to determine the influence of public perception on the quality of public services at the Department of Population and Civil Registration (Disdukcapil) of Bogor Regency. The type of research used is descriptive… ptive quantitative. The population in this study consists of people who carried out administrative services at the Disdukcapil office of Bogor Regency, with a total sample of 100 respondents. Data analysis was conducted using the Weighted Means Score (WMS) method. The results of the study show that: (1) The highest average score from the analysis of public service quality indicators was the indicator related to “technical service requirements at Disdukcapil being easy to understand by the public,” which obtained an average value of 3.50, categorized as good. Another high indicator was “the completion of administrative processes at Disdukcapil on time,” with an average score of 3.55, also categorized as good. Meanwhile, the lowest average score was 3.19, categorized as fairly good, on indicators such as “the public feeling that their security is guaranteed when managing administrative services at Disdukcapil” and “service officers being disciplined in providing services to the community.” (2) The final recapitulation of the analysis across the ten main indicators of public service quality shows that the highest average score was found in the Certainty indicator, with a score of 3.48, categorized as fairly good. On the other hand, the lowest average scores were in the Discipline and Comfort indicators, both with scores of 3.23, also categorized as fairly good. (3) Overall, the average score of all public service quality indicators in this study was 3.34, categorized as fairly good. This indicates that, in general, the public perceives the quality of public services at the Disdukcapil of Bogor Regency to be fairly good. The recommendation given is that Disdukcapil Bogor Regency should further improve the discipline of its officers regarding their presence at the workplace or service counters, as well as their punctuality in serving the community, and also create a more comfortable environment and waiting area for the public accessing services.