Garuda - Garba Rujukan Digital

Leveraging the RFM Model for Customer Segmentation in a Software-as-a-Service (SaaS) Business Using Python Andy Hermawan; Nila Rusiardi Jayanti; Aji Saputra; Army Putera Parta; Muhammad Abizar Algiffary Thahir; Taufiqurrahman Taufiqurrahman
Maeswara : Jurnal Riset Ilmu Manajemen dan Kewirausahaan Vol. 2 No. 5 (2024): OKTOBER : Maeswara : Jurnal Riset Ilmu Manajemen dan Kewirausahaan
Publisher : Asosiasi Riset Ilmu Manajemen Kewirausahaan dan Bisnis Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61132/maeswara.v2i5.1283

Customer segmentation plays a pivotal role in driving marketing strategies and improving customer retention across various industries. This study explores the application of the RFM (Recency, Frequency, Monetary) model for customer segmentation in a Software-as-a-Service (SaaS) business, using Python for efficient data processing and analysis. By analyzing one year of customer purchase data, we segmented customers into key groups such as "Champions," "Loyal Customers," and "At Risk." The results highlight that targeted discount strategies significantly affect profitability, especially for high-value customer segments. Furthermore, the research builds upon existing methodologies, demonstrating how Python-based implementations streamline RFM analysis and allow for scalable solutions in business contexts, as illustrated in prior works by Hermawan et al. (2024). This study offers actionable recommendations, including tailored discounting, loyalty programs, and personalized engagement strategies, to enhance customer retention and business profitability. The findings underscore the importance of data-driven marketing approaches for customer segmentation and engagement, reinforcing the relevance of the RFM model in modern business environments.

Development of Artificial Intelligence-Assisted Learning Videos to Improve Students' Understanding of Islamic History Materials Robi’atul ‘Adawiyah; Taufiqurrahman Taufiqurrahman
Jurnal Pendidikan Islam Indonesia Vol. 10 No. 1 (2025)
Publisher : Program Pascasarjana Universitas Ibrahimy

Show Abstract | Download Original | Original Source | Check in Google Scholar

The delivery of Islamic history material in several schools, including SMK Khamas, still uses conventional methods such as lectures, which tend to be monotonous. The delivery of material through textual explanations and teacher-centered learning is less appealing to students. Furthermore, students' low interest in reading history materials, which are typically very long texts with few visuals, has resulted in a low level of understanding of the material. In response to this issue, artificial intelligence-assisted learning videos were developed with the aim of presenting the material in a more interesting and easy-to-understand manner. The main objective of this activity is to design educational videos that meet students' needs and to determine their effectiveness in improving students' understanding. The development process utilises a Research and Development (R&D) approach with a 4D model, comprising the Define, Design, Develop, and Disseminate stages. The effectiveness test was conducted by involving two departments, namely TJKT and DKV, using the Mann Whitney U Test. The test results showed a statistical value of W = 351 and a p-value = 0.0006539 (two-sided), which means that there is a significant difference in student understanding between the two departments. The one-sided (greater) test also produced a p-value = 0.0003269, indicating that the scores of students in the TJKT department were significantly higher than those in the DKV department. Based on these findings, it can be concluded that the development of AI-based learning videos effectively improves students' understanding of Islamic history material. This video is expected to be a more engaging alternative learning medium that is tailored to the needs of today's digital generation.

Development of Artificial Intelligence-Assisted Learning Videos to Improve Students' Understanding of Islamic History Materials Robi’atul ‘Adawiyah; Taufiqurrahman Taufiqurrahman
Jurnal Pendidikan Islam Indonesia Vol. 10 No. 1 (2025)
Publisher : Program Pascasarjana Universitas Ibrahimy

Show Abstract | Download Original | Original Source | Check in Google Scholar

The delivery of Islamic history material in several schools, including SMK Khamas, still uses conventional methods such as lectures, which tend to be monotonous. The delivery of material through textual explanations and teacher-centered learning is less appealing to students. Furthermore, students' low interest in reading history materials, which are typically very long texts with few visuals, has resulted in a low level of understanding of the material. In response to this issue, artificial intelligence-assisted learning videos were developed with the aim of presenting the material in a more interesting and easy-to-understand manner. The main objective of this activity is to design educational videos that meet students' needs and to determine their effectiveness in improving students' understanding. The development process utilises a Research and Development (R&D) approach with a 4D model, comprising the Define, Design, Develop, and Disseminate stages. The effectiveness test was conducted by involving two departments, namely TJKT and DKV, using the Mann Whitney U Test. The test results showed a statistical value of W = 351 and a p-value = 0.0006539 (two-sided), which means that there is a significant difference in student understanding between the two departments. The one-sided (greater) test also produced a p-value = 0.0003269, indicating that the scores of students in the TJKT department were significantly higher than those in the DKV department. Based on these findings, it can be concluded that the development of AI-based learning videos effectively improves students' understanding of Islamic history material. This video is expected to be a more engaging alternative learning medium that is tailored to the needs of today's digital generation.

Feasibility study of functional facilities (ice factory) and level of need for ice supporting capture fisheries activities at the Meureudu Fish Landing Base Imelda Agustina; Ratna Mutia Aprilla; Taufiqurrahman Taufiqurrahman; Rizwan Thaib; Makwiyah Chaliluddin; Salmarika Salmarika; Alvi Rahmah
Depik Vol 13, No 2 (2024): AUGUST 2024
Publisher : Faculty of Marine and Fisheries, Universitas Syiah Kuala

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.13170/depik.13.2.31496

Pidie Jaya Regency is one of the districts that contributes to capture fisheries production in Aceh Province. Pidie Jaya Harbor is the Fish Landing Base (PPI) in Meureudu. As capture fisheries activities developed at PPI Meureudu, the local government began to pay attention to building several port facilities such as basic facilities, functional facilities and supporting facilities. Supporting facilities or supporting facilities are facilities that support fishing activities at the port, one of these facilities is an ice factory. The ice factory at PPI Meureudu belongs to the Aceh marine and fisheries service which was built in 2012. The Aceh Development Fund (ADF) built an ice factory with a production capacity of up to 30 tons/day at the Meureudu Fish Landing Base (PPI), through an environmentally friendly technology program for industry fishing process. Under normal conditions, the PPI Meureudu ice factory is currently producing ice cubes in excess of fishermen's needs, so ice cubes are sold by fishermen operating in the Peulimbang and Peudada areas, Bireuen Regency. Sometimes, when the fish catch is abundant, ice is not enough to meet the ice needs for ships at PPI Meureudu and must be supplied from Sigli, Pidie Regency. This study aims to determine the need for ice in fishing and handling operations to the feasibility of the ice factory business at PPI Meureudu. This research was carried out for one month, namely in November 2022 at the Meureudu Fish Landing Base (PPI), Meureudu City, Kec. Meureudu, Pidie Jaya Regency. The data used in this study are primary data secondary data. using business feasibility analysis. The results showed that the need for ice blocks at PPI Meureudu for fishing operations within one month was 221.80 tons, and the need for ice for fish handling activities at PPI Meureudu within one month required the amount of ice to be 2,879 blocks of ice or 144,864 tons which is the result of the analysis financial value obtained from the NPV Rp. 95,761,105 can be said to be feasible because the value is greater than 0. At an IRR value of 5% it can be said to be feasible because the results of the IRR calculation are greater than the discount factor, and a Net B/C value of 1 is said to be a breakeven project because = 1. These three values have been carried out in the Meureudu PPI block ice factory business that business it is worth continuing.Keywords:Business FeasibilityIce Block FacilityPidie Jaya

Acceptance and Protein Content of Skim Milk Avocado Velva with the Addition of Green Beans as an Alternative Snack for Stunting Toddler Dhea Rifqiani Wahyudi; Taufiqurrahman Taufiqurrahman; Nur Hatijah; Nurul Hindaryani
Journal of Nutrition Explorations Vol. 3 No. 1 (2025): February
Publisher : Politeknik Kesehatan Kemenkes Surabaya

Show Abstract | Download Original | Original Source | Check in Google Scholar

Stunting is a chronic malnutrition condition that occurs when food intake is insufficient and disease infections occur. This research aimed to identify the acceptability and protein content of Velva avocado skimmed milk with the addition of mung beans as an alternative snack for children to prevent stunting. This study is a true experimental with one control formula and two treatment formulas. Avocado Velva is made in a laboratory, and the hedonic test was conducted by 25 moderately trained panelists using color, taste, aroma, and texture indicators. Meanwhile, protein testing with Kjedahl Titrimetric method was carried out at the Saraswanti Indo Genetech Surabaya laboratory. The data were analyzed using the Kruskal-Wallis and Mann-Whitney tests. The most preferred formula was F1 (100 grams of avocado, 75 grams of skim milk, and 25 grams of mung beans). Provides a protein content of 2.96 g/recipe. A significant difference was found in texture (p=0.005). Protein content in F1 was highest at 2.96 g/recipe. The nutritional value and good acceptability of Velva F1 has the potential to be a nutritious snack alternative to help prevent stunting in children.

Acceptability and Iron Content of Beanka Crackers (Mung Bean Crackers and Kale Leaf Powder) Potential for Anemia Prevention in Adolescent Girls Riri Meilani; Ani Intiyati; Fahmi hafid; Taufiqurrahman Taufiqurrahman
Journal of Nutrition Explorations Vol. 3 (2025): Spesial Issue 5th International Conference on Nutrition (ICON)
Publisher : Politeknik Kesehatan Kemenkes Surabaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36568/jone.v3i6.625

Iron deficiency anemia is a nutritional problem often affecting adolescent girls, leading to decreased concentration, fatigue, and developmental disorders. This study aimed to evaluate the acceptability and iron content of Beanka Crackers as an alternative nutritious snack for anemia prevention. An experimental design with three formulations was used: BKC0 (75 g wheat flour), BKC1 (45 g wheat flour, 25 g mung bean flour, 5 g kale leaf powder), and BKC2 (30 g wheat flour, 35 g mung bean flour, 10 g kale leaf powder). Acceptability was tested with 30 panelists using a hedonic scale to assess color, taste, aroma, and texture. Iron content was analyzed with Atomic Absorption Spectroscopy (AAS). Data were evaluated using the Kruskal-Wallis and Mann-Whitney tests. Results showed significant differences (p < 0.05) in color, taste, and texture, but not aroma. BKC1 achieved the highest overall acceptability (3.84) and texture score (4.07), compared with BKC0 and BKC2. BKC1 also contained the highest iron concentration at 0.0457 mg/g. In conclusion, BKC1 demonstrated the best acceptability and potential as an iron-rich snack for adolescents. Further product refinement is recommended to enhance sensory quality and strengthen its application as a functional food for anemia prevention.

Feasibility study of functional facilities (ice factory) and level of need for ice supporting capture fisheries activities at the Meureudu Fish Landing Base Imelda Agustina; Ratna Mutia Aprilla; Taufiqurrahman Taufiqurrahman; Rizwan Thaib; Makwiyah Chaliluddin; Salmarika Salmarika; Alvi Rahmah
Depik Vol 13, No 2 (2024): AUGUST 2024
Publisher : Faculty of Marine and Fisheries, Universitas Syiah Kuala

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.13170/depik.13.2.31496

Pidie Jaya Regency is one of the districts that contributes to capture fisheries production in Aceh Province. Pidie Jaya Harbor is the Fish Landing Base (PPI) in Meureudu. As capture fisheries activities developed at PPI Meureudu, the local government began to pay attention to building several port facilities such as basic facilities, functional facilities and supporting facilities. Supporting facilities or supporting facilities are facilities that support fishing activities at the port, one of these facilities is an ice factory. The ice factory at PPI Meureudu belongs to the Aceh marine and fisheries service which was built in 2012. The Aceh Development Fund (ADF) built an ice factory with a production capacity of up to 30 tons/day at the Meureudu Fish Landing Base (PPI), through an environmentally friendly technology program for industry fishing process. Under normal conditions, the PPI Meureudu ice factory is currently producing ice cubes in excess of fishermen's needs, so ice cubes are sold by fishermen operating in the Peulimbang and Peudada areas, Bireuen Regency. Sometimes, when the fish catch is abundant, ice is not enough to meet the ice needs for ships at PPI Meureudu and must be supplied from Sigli, Pidie Regency. This study aims to determine the need for ice in fishing and handling operations to the feasibility of the ice factory business at PPI Meureudu. This research was carried out for one month, namely in November 2022 at the Meureudu Fish Landing Base (PPI), Meureudu City, Kec. Meureudu, Pidie Jaya Regency. The data used in this study are primary data secondary data. using business feasibility analysis. The results showed that the need for ice blocks at PPI Meureudu for fishing operations within one month was 221.80 tons, and the need for ice for fish handling activities at PPI Meureudu within one month required the amount of ice to be 2,879 blocks of ice or 144,864 tons which is the result of the analysis financial value obtained from the NPV Rp. 95,761,105 can be said to be feasible because the value is greater than 0. At an IRR value of 5% it can be said to be feasible because the results of the IRR calculation are greater than the discount factor, and a Net B/C value of 1 is said to be a breakeven project because = 1. These three values have been carried out in the Meureudu PPI block ice factory business that business it is worth continuing.Keywords:Business FeasibilityIce Block FacilityPidie Jaya

ADAPTASI STRUKTUR ORGANISASI SEBAGAI STRATEGI KEBERLANJUTAN EKSISTENSI PESANTREN Taufiqurrahman Taufiqurrahman
Edupedia : Jurnal Studi Pendidikan dan Pedagogi Islam Vol. 2 No. 2 (2018): Edupedia: Jurnal Studi Pendidikan dan Pedagogi Islam
Publisher : Fakultas Tarbiyah, Universitas Ibrahimy

Islamic boarding school is indigenous educational institution of Indonesia. It began since ‘wali songo’ era, preciously Sunan Ampel. The oldest Islamic boarding school which exists is SidogiriIslamic boarding school (est. 1745). Islamic boarding school contributes massively in struggling to, defending of and developing the independence. This fact is evidenced by conferment of National patriot for founder of islamic boarding school, such as KH. Hasyim Asy’ari and KHR.As’ad Syamsul Arifin. Islamic boarding school as an organisasion is success to maintain their existence for long-term sustainability. The critical factor for their success is an ability to adapt the organizational structure to their internal- and external-environment. Islamic boarding school as organization is unique, different from corporate, and sub-culture of Indonesian sociocultural system. Hypotheses of successful of islamic boarding school are firstly, integrity of kyai, which is supported by clear ukhrawi vision; secondly, openness to development of knowledge and technology, while firstly considering respectable books of turath, and thirdly, kiai and santri’s socio-cultural and intellectual model which will be interchanged in the field.

Kajian Literatur Review : Analisis Perbandingan Integrasi Virtualisasi OS terhadap Efisiensi Sumber Daya Komputasi Aurylia Taffana; Agung Arya Anggara; Bayu Tri Rahayu; Taufiqurrahman Taufiqurrahman; Jajang Kusnendar
Jurnal Publikasi Teknik Informatika Vol. 4 No. 2 (2025): Mei : Jurnal Publikasi Teknik Informatika
Publisher : Lembaga Pengembangan Kinerja Dosen

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55606/jupti.v4i2.4216

The development of operating system virtualization technology has become a crucial need in the computing world to optimize the utilization of resources such as CPU, memory, and application response time. However, resource efficiency in each virtualization technology, including bare-metal, hypervisor, and container, remains a debated topic regarding optimal performance and resource usage. This study aims to analyze the computational resource efficiency of various virtualization technologies, focusing on CPU usage, memory consumption, and application response time. The method used is a descriptive literature review based on 23 relevant accredited national journals and articles. Data were analyzed through classification and comparison of previous research results on virtualization technology performance. The findings indicate that containers have the highest efficiency in CPU and memory usage as well as fast application response times, while hypervisors provide good isolation and security but with higher resource consumption. Bare-metal offers stable performance but with the largest resource usage. The implications of this study provide practical references for system developers and institutions in selecting virtualization technologies that suit resource efficiency needs and serve as a basis for further research in optimizing virtualization technologies.

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