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Optimalisasi Analisis Penjualan dan Prediksi Permintaan Pada UMKM dengan Business Intelligence di Kelurahan Pematang Sulur Santoso, Santoso; Suwaryo, Niko; Nurali, Nurali; Gunarso, Sandy; Tugiman, Tugiman; Paryadi, Agus; Hidayah, Safitri
I-Com: Indonesian Community Journal Vol 5 No 2 (2025): I-Com: Indonesian Community Journal (Juni 2025)
Publisher : Fakultas Sains Dan Teknologi, Universitas Raden Rahmat Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.70609/i-com.v5i2.7317

Abstract

UMKM play an important role in the economy, but often face challenges in analyzing sales and predicting product demand. This Community Service (PkM) aims to optimize sales analysis and demand prediction in UMKM in Pematang Sulur Village, Telanaipura District, Jambi City by implementing Business Intelligence (BI). The methods used include: identification and analysis of needs by collecting sales data with surveys, training and introduction of business intelligence targeting 23 UMKM to provide more accurate insights in decision making, implementation of a business intelligence system with trend analysis, application of BI-based predictive models, mentoring and evaluation, sustainability monitoring. The results of the PkM show that the application of BI can improve operational efficiency, identify demand patterns and help UMKM in developing more appropriate business strategies. With the BI system, UMKM actors can optimize stock of goods, reduce the risk of excess or shortage of products, and increase profitability. Keywords: UMKM, Business Intelligence, Sales Analysis, Demand Prediction, Competitiveness.
Apriori Algorithm Analysis of Mattress Material Usage Data for Enhanced Production Optimization Suwaryo, Niko; Santoso, Santoso; Masgo, Masgo; Tugiman, Tugiman; Wijoyo, Sandy Gunarso; Nugraha, Nugraha
International Journal Software Engineering and Computer Science (IJSECS) Vol. 5 No. 2 (2025): AUGUST 2025
Publisher : Lembaga Komunitas Informasi Teknologi Aceh (KITA)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35870/ijsecs.v5i2.4362

Abstract

Production is a value-adding process that transforms raw materials into finished products to meet manufacturing requirements. Association rule analysis serves as a methodological approach to identify relationships between items, particularly in transactional datasets. This analytical method has proven effective in processing exchange data patterns. Analysis of production material usage patterns revealed that when items A and B are utilized, there exists a 50% probability of concurrent item C usage - a significant pattern emerging from transactional data analysis. The study generated association rules for each operational process. Empirical testing through RapidMiner Studio yielded consistent results, demonstrating linear relationships proportional to the modeled scenarios, thereby validating the model's applicability as a decision-making reference. The evaluation of generated association rules through RapidMiner Studio revealed a Lift Ratio value of 1. These results indicate that combinations meeting or exceeding a Lift Ratio threshold of 1 demonstrate statistical validity and practical utility.
Goat Cattle Fattening Business Group in Naga Jaya I Village Bandar Huluan District Farida, Farida Ariani; Tugiman, Tugiman; Hasdari, Hasdari Helmi Rangkuti; Sarjana; Ramadhan, Muhammad Ramadhan
ABDIMAS TALENTA: Jurnal Pengabdian Kepada Masyarakat Vol. 6 No. 2 (2021): ABDIMAS TALENTA: Jurnal Pengabdian Kepada Masyarakat
Publisher : Talenta Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (906.873 KB) | DOI: 10.32734/abdimastalenta.v6i2.5176

Abstract

Goat fattening business is a line of business that has good prospects in the future. The need for goat meat that continues to increase from year to year is not matched by the growth of good livestock centers. Naga Jaya I Village is one of many villages where many people develop goat farming businesses. Some of the reasons people develop this business are the seed capital which is not too expensive compared to cattle or buffalo and the relatively short cycle of breeding (n < 1 year). In the midst of a fairly good business prospect, service partners in this activity still have classic obstacles in business development. The problems faced are capital, availability of technology for animal feed processing, small business management and management of the cage environment. Based on the problems faced by service partners, this activity is planned to be carried out with the aim of overcoming technological and management obstacles. The service team will provide solutions to these two problems by providing grass chopper/animal feed machines and increasing partner knowledge about the management of the enclosure environment through outreach activities. At the end of the activity, it is hoped that the productivity of partners will increase which is reflected in changes in feeding methods and environmental management behavior.
Arrangement of Beauty in the Sweembath Tourism Environment to Achieve Community Welfare Farida, Farida Ariani; Tugiman, Tugiman; Hariadi , Hariadi Susilo; Dardanila, Dardanila; Saib , Saib Suwilo; Tulus, Tulus; Eva, Eva Sartini Bayu; Ma'ruf, Ma'ruf Tafsin; Amlys, Amlys Syahputra Silalahi
ABDIMAS TALENTA: Jurnal Pengabdian Kepada Masyarakat Vol. 5 No. 2 (2020): ABDIMAS TALENTA : Jurnal Pengabdian Kepada Masyarakat
Publisher : Talenta Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (617.161 KB) | DOI: 10.32734/abdimastalenta.v5i2.5223

Abstract

Repair and construction of facilities and infrastructure for the tourist area of ​​the Sweembath is aimed at increasing the attractiveness of tourists who will visit. This is one of the physical perceptions of what facilities there are in these attractions. Perceptions of the physical function of adequate beauty arrangement, such as the function of facilities and infrastructure, self-power (motivation) of the environment which are factors in tourism development to realize social welfare. Arrangement of beauty in the environment in the tourist area of ​​the sweembath by Binaan Simalungun Village, USU's LPPM, namely (1) installing ceramics along the edge of the pool, (2) painting bridges, (3) making slides and speedboats (4) Installation of life guard chairs ), (4) painting of the outer wall at the entrance to the sweembath, (5) replacing the barrier zinc, (6) the place of purchase and ticket cutting. Improvements and making arrangements for beauty facilities form an impact in the form of responses from collective or individual subjects, such as 1) the presence of visitors who take advantage of the facilities, 2) parking attendants who regulate vehicle parking 3) merchants who sell types of merchandise, 3) Rental of premises, mats, life jackets and changing rooms. The arrangement of this beauty, affects the increase in the welfare of the community, managers and traders in the Sweembath environment.
Marketing Strategy to Increase Sweembath Bathrooms Village, Soppa, Bandar Huluan District, Simalungun District Amlys, Amlys Syahputra Silalahi; Hariadi , Hariadi Susilo; Dardanila, Dardanila; Saib , Saib Suwilo; Eva, Eva Sartini Bayu; Ma'ruf, Ma'ruf Tafsin; Peni, Peni Patriani; Tugiman, Tugiman; Farida , Farida Ariani; Ainun, Nur'ainun
ABDIMAS TALENTA: Jurnal Pengabdian Kepada Masyarakat Vol. 5 No. 2 (2020): ABDIMAS TALENTA : Jurnal Pengabdian Kepada Masyarakat
Publisher : Talenta Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (378.077 KB) | DOI: 10.32734/abdimastalenta.v5i2.5284

Abstract

The Sweembath Tour of Naga Soppa Village has long been known by tourists, both the local community and tourists who come from Medan, Asahan, Labuhan Batu and Samosir. The Sweembath Bathing Site in Naga Sopa Village, Bandar Huluan District, Simalungun Regency has an attraction where the water comes from natural springs, water clarity and natural beauty which was once a place for recreation or bathing for Dutch citizens during the colonial era. However, in its development, the Sweembath Tour of Naga Soppa Village experienced ups and downs. Therefore, it is necessary to plan a marketing strategy to increase tourism visits to the Sweembath Naga Soppa Village baths. The marketing strategy that can be done through a marketing mix strategy. The Marketing Mix Strategy consists of product, price, promotion and distribution strategies which in its application is expected to increase the desired response from the target market so that it will determine the success of marketing. This marketing mix uses the 4Ps, namely: Product is something that can be offered to the market in the form of physical goods or services. Price is an amount of money spent by consumers to buy the products or services offered. Place is a distribution channel for selected products and services to be delivered to customers and consumers. while Promotion is an activity from producers to introduce products or services produced to consumers
Increasing the Brand Image of the Sweembath Tourism Area Towards a Tourism Village in Naga Sopa Village, Bandar Huluan District, Simalungun Regency Ma'ruf, Ma'ruf Tafsin; Eva, Eva Sartini Bayu; Peni, Peni Patriani; Hariadi , Hariadi Susilo; Dardanila, Dardanila; Tugiman, Tugiman; Farida , Farida Ariani
ABDIMAS TALENTA: Jurnal Pengabdian Kepada Masyarakat Vol. 5 No. 2 (2020): ABDIMAS TALENTA : Jurnal Pengabdian Kepada Masyarakat
Publisher : Talenta Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (445.279 KB) | DOI: 10.32734/abdimastalenta.v5i2.5285

Abstract

 The embossed icon (image) is a promotional media or an identity media of a specific geographic era, whether it is a unique writing or logo that has the aim of attracting the attention of those who see it to be interested and want to look back, they will return to visit the tourist area. making a raised letter icon (image) “” SWEEMBATH 'and' NATURAL WATER EYES 'is a promotional media or media identity, a geographically distinctive name, the origin of the naming is a unique writing or logo which has the aim of attracting the attention of those who see it to be interested and want to look back, they and then return to visit the tourist area and understand the history of the pennant spring. Making large embossed letters to become the sweembath location icon is needed, especially in relation to further promotions that can attract tourist visits. The making of the writing icon will be made at the front gate of the tourist location. The making of the letter icon is proven to be a location for selfies of visitors who generally will display their tourism activities or activities through social media such as Instagram, Facebook, YouTube, and others. The making of these letters has an impact on the promotion of sweembath tourist areas which are expected to increase the number of tourist visits in the future. Measurement of visitor perceptions answers a high level of satisfaction. The number shows that the satisfactionlevel who answered very satisfied reached 90%, and 10% answered satisfied. This condition shows that the sweembath tourist location is in a very significant direction compared to the previous ones. Several stakeholders, such as village managers and sub-district officials, tended to show their surprise at the changes made by USU's LPPM to these tourist sites, which led to a much better image than before. The survey results show that further improvements are needed, especially in the aspect of providing representative prayer facilities (mushola) in these locations. Another very basic condition that requires improvement is road access to tourist sites. The Simalungun Regional Government should be able to repair and maintain roads to these tourist sites so that the economic improvement of the tourism village community in Naga Sopa Village is better. Some of the measurements that were originally going to be carried out were the measurement of the increase in the number of tourist visits after USU's LPPM-assisted village activities. This measurement is difficult to do considering the current conditions related to the Covid 19 pandemic, which The embossed icon (image) is a promotional media or an identity media of a specific geographic era, whether it is a unique writing or logo that has the aim of attracting the attention of those who see it to be interested and want to look back, they will return to visit the tourist area. making a raised letter icon (image) “” SWEEMBATH 'and' NATURAL WATER EYES 'is a promotional media or media identity, a geographically distinctive name, the origin of the naming is a unique writing or logo which has the aim of attracting the attention of those who see it to be interested and want to look back, they and then return to visit the tourist area and understand the history of the pennant spring. Making large embossed letters to become the sweembath location icon is needed, especially in relation to further promotions that can attract tourist visits. The making of the writing icon will be made at the front gate of the tourist location. The making of the letter icon is proven to be a location for selfies of visitors who generally will display their tourism activities or activities through social media such as Instagram, Facebook, YouTube, and others. The making of these letters has an impact on the promotion of sweembath tourist areas which are expected to increase the number of tourist visits in the future. Measurement of visitor perceptions answers a high level of satisfaction. The number shows that the satisfaction level who answered very satisfied reached 90%, and 10% answered satisfied. This condition shows that the sweembath tourist location is in a very significant direction compared to the previous ones. Several stakeholders, such as village managers and sub-district officials, tended to show their surprise at the changes made by USU's LPPM to these tourist sites, which led to a much better image than before. The survey results show that further improvements are needed, especially in the aspect of providing representative prayer facilities (mushola) in these locations. Another very basic condition that requires improvement is road access to tourist sites. The Simalungun Regional Government should be able to repair and maintain roads to these tourist sites so that the economic improvement of the tourism village community in Naga Sopa Village is better. Some of the measurements that were originally going to be carried out were the measurement of the increase in the number of tourist visits after USU's LPPM-assisted village activities. This measurement is difficult to do considering the current conditions related to the Covid 19 pandemic, which limits crowding activities in order to reduce the incidence of Covid 19 infection in the community, and the outcomes achieved, 1) mass media publications, 2) journals, 3) CD activities, and 4) documentary books activities
Analisis dan Perancangan Sistem Elektronik Toko (E-Toko) Kelontong Berbasis Website Tugiman, Tugiman; Atmaja, Dewi Marini Umi; Suwaryo, Niko
Innovative: Journal Of Social Science Research Vol. 4 No. 2 (2024): Innovative: Journal Of Social Science Research
Publisher : Universitas Pahlawan Tuanku Tambusai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/innovative.v4i2.9505

Abstract

Perkembangan teknologi informasi saat ini sangat berkembang pesat dan menjangkau ke semua bidang usaha, organisasi, perusahaan, dan sebagainya. Berdasarkan data yang dikeluarkan oleh BEKRAF (2018), skala usaha besar 3,12%, menengah 11,90%, kecil 32,01%, dan mikro sebanyak 52,97%. Usaha Mikro Kecil Menengah (UMKM) di Indonesia, khususnya pada sektor usaha warung dan toko kelontong berkembang sangat pesat. Terkait hal ini peneliti mengadakan penelitian dengan membuat sistem eletronik toko kelontong (e-toko) berbasis web. Pengujian aplikasi ini menggunakan UserAcceptance Test (UAT). Metode ini dipilih untuk mengetahui mengenai penerimaan sistem dan kebergunaanya. Berdasarkan pengujian black box semua hasil pengujian menunjukkan valid, sedangkan pada pengujian penerimaan sistem menggunakan User Acceptance Test (UAT) menghasilkan angka 80.02% dengan kriteria baik.
Co-Authors A.A. Ketut Agung Cahyawan W AA Sudharmawan, AA Abd. Rasyid Syamsuri Agusniyarni, Agusniyarni Ahmal, Ahmal Ainun syarifatul alfiah Ainun, Nur'ainun Aisyah Nur Hanifah alfiah alfiah Alfy Ferissa Amat Basri Amirul Syafiq Amlys, Amlys Syahputra Silalahi Anggraini, Resi Dewi Anita, Ria Anton Yudhana Aprilinata, Andriko Aproga, Ingnellia Damelpa Retina Arif Rahman Hakim Arifin Arifin Artika, Titin ASRIL ASRIL Atmaja, Dewi Marini Umi Audy Ristaudy Ayuni, Sri Bambang Syairudin, Bambang Basri, Amat Bedriati Ibrahim Bella Faniza Surya Bunari, Bunari Dardanila, Dardanila Defri, Mhd Rizki Dwi Chintya Ramadika Eko Adi Putra Eva, Eva Sartini Bayu Fahmi Bakrie Ananda Saragih Farida , Farida Ariani Farida Ariani Febrianti, Weni Girsang, Daud Candra Gunawan Santoso Harahap, Fadel Muhammad Hariadi , Hariadi Susilo Hasanah, Lailatul Hasdari, Hasdari Helmi Rangkuti Helen Riupassa Herdin, Yulia Hidayah, Safitri Hidayat, Fahril Ibrahim Ibrahim Ikhwansyah Isranuri Irkfa Zuhayriah Tanjung Isjoni Isjoni Kamaruddin Kamaruddin Kamaruddin Oemar, Kamaruddin Kevin natanael Khairul S. Sihombing Kudori, Masngud Lestari, Bevi Anjelina Ma'ruf, Ma'ruf Tafsin Manvaati, Ajeng Kurnia Masgo, Masgo Maulidia, Nugrah Meriani, Meriani Muhammad Kholik Sudewo Musfita Aini Nadila, Siti Nanda Rahmatika Syawali Nasihin, Nuriatun Nengsih, Sri Wahyu Nopriadi Siswanto Nugraha Nugraha Nurali, Nurali Nurliza Sembiring Nurmahfuzah Nurmahfuzah nuryana nuryana Oktapiani, Serli Oktavia Sesmita Olisstiowati, Cifta Ayu Paryadi, Agus Peni, Peni Patriani Perdana, Rian Polikasari, Natasya Putri Lestari Putri, Melisa Amanda R, Debora Natalia Rahmadania, Lisa Ramadhan, Muhammad Ramadhan Rapni Yelti Resti Damayanti Restu Wulandari Rian Febrisono Ridwan Melay Rodearni S Rodearni S Roswinda Roswinda S.Pd. M Kes I Ketut Sudiana . Sabeilai, Wilda Veronica Saib Suwilo Sajid, Ahmad Sakti, Muhammad Sri Adji Buwono Sandy Gunarso SANTOSO SANTOSO Sarjana Sarumaha, Margaretha Taniria Silja, Chintia Desma Siska Puspita Sari Siswanto, Nopriadi Sudi Winarso Suharyati L Lumbantoruan Suni Hartini Suparni Suparni Suprianto Suprianto Suwaryo, Niko Suyatno, Tri T. Ahri Bahriun Tika Permata Sari Tulus Tulus Urip Widodo Wardani, Icha Wibowo, Bhayu Satrio Wijoyo, Sandy Gunarso Yani A, Fitri Yulanda Putri Yulia Gustina Zahri, Rezi Yuni Zainudin Zainudin