Garuda - Garba Rujukan Digital

PELATIHAN PENGOLAHAN CUMI-CUMI BAGI KELOMPOK PEMBERDAYAAN UMKM JEMAAT GPM NOLLOTH Fredriksz, Grace; Luturmas, Join R.; Matuankotta, Febiola; Tahalele, Marie Ch.; Sapulette, Alvian; Hursepuny, Harold; Salhuteru, Andrie Ch.; Hahury, Jessy J.; Alvonso, Poserattu V.; Siahainenia, Ashwin
JURNAL PENGABDIAN MASYARAKAT JAMAK Vol. 8 No. 1 (2025): Juni
Publisher : Politeknik Negeri Ambon

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31959/jpmj.v8i1.3357

Desa Nolloth di Kecamatan Saparua Timur memiliki potensi besar pada sektor perikanan, khususnya hasil tangkapan cumi-cumi. Namun, pemanfaatan hasil laut ini masih terbatas pada penjualan bahan mentah dengan nilai ekonomi yang rendah. Pengabdian ini bertujuan untuk memberdayakan kelompok UMKM Jemaat GPM Nolloth melalui pelatihan pengolahan cumi menjadi sambal cumi kemasan. Metode pelaksanaan meliputi pendekatan partisipatif, pelatihan teknis pengolahan dan pengemasan produk, edukasi sanitasi, pemasaran digital, serta pembentukan kelompok produksi kecil. Hasil kegiatan menunjukkan adanya peningkatan pengetahuan dan keterampilan peserta, terbentuknya produk siap jual, serta munculnya komitmen berkelanjutan dari jemaat. Pelatihan ini tidak hanya meningkatkan nilai jual cumi, tetapi juga mendorong kewirausahaan berbasis potensi lokal dan ketahanan ekonomi masyarakat pesisir. Program ini diharapkan menjadi model pemberdayaan yang dapat direplikasi pada komunitas serupa di wilayah lain. Kata kunci: sambal cumi; UMKM; pemberdayaan masyarakat; pelatihan pengolahan

Peningkatan Literasi Digital dan Keamanan Siber Bagi Siswa SMAS BPD Tobelo Selatan Pattiasina, Tiska; Luturmas, Join Rachel; Fredriksz, Grace; Salhuteru, Andrie CH; Matuankotta, Febiola; Nunumete, Laura S
Jurnal Pengabdian Masyarakat (ABDIRA) Vol 5, No 4 (2025): Abdira, Oktober
Publisher : Universitas Pahlawan Tuanku Tambusai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/abdira.v5i4.1093

The development of digital technology has had a significant impact on high school students, particularly in their use of the internet and social media. However, the lack of digital literacy and cybersecurity awareness remains a problem that needs to be addressed. This community service activity aims to improve digital literacy and cybersecurity understanding among students at SMAS BPD Tobelo Selatan. The methods used included lectures, discussions, and QA sessions, with material covering digital literacy, social media ethics, cyberbullying, hoaxes, and personal data protection. The activity was held offline on September 7, 2025, with 15 students participating. Evaluation was conducted using a Guttman Scale questionnaire to assess participant responses to the activity. Results showed that all students (100%) expressed satisfaction, indicating that the activity successfully improved students' understanding of digital literacy and cybersecurity. Therefore, this community service activity makes a positive contribution in equipping students with wise, safe, and responsible digital skills to face the challenges of the digital era.

PERBANDINGAN KINERJA ALGORITMA SVM DAN NAIVE BAYES PADA KLASIFIKASI PRESTASI AKADEMIK SISWA: STUDI KASUS SMAS BPD TOBELO SELATAN Pattiasina, Tiska; Fredriksz, Grace; Luturmas, Join Rachel; Salhuteru, Andrie CH; Matuankotta, Febiola; Nunumete, Laura S; Jupriyanto, Jupriyanto
Jurnal Teknologi Informasi Mura Vol 18 No 1 (2026): Jurnal Teknologi Informasi Mura
Publisher : LPPM UNIVERSITAS BINA INSAN

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32767/jti.v18i1.2915

Students’ academic achievement is an important indicator of the success of the educational process; however, its assessment is often subjective and not yet fully data-driven. Therefore, a systematic analytical approach is required to classify students’ academic achievement objectively and accurately. This study aims to compare the performance of Support Vector Machine (SVM) and Naive Bayes algorithms in classifying the academic achievement of grade III students at SMAS BPD Tobelo Selatan. A data mining approach using classification techniques was applied, involving 17 attributes as predictor variables and two target classes of academic achievement, namely Very Good and Good. Data processing and model evaluation were conducted using the WEKA software, with performance measured through accuracy, precision, recall, and the Area Under the Receiver Operating Characteristic Curve (AUC-ROC). The results indicate that the SVM algorithm achieves the best performance in terms of accuracy, precision, and recall, each reaching 97.78%, while the Naive Bayes algorithm obtains the highest AUC-ROC value of 98.08%. These findings demonstrate that SVM is superior in prediction accuracy, whereas Naive Bayes shows excellent capability in class discrimination. This study is expected to support data-driven academic decision-making in school environments.

PERBANDINGAN KINERJA ALGORITMA SVM DAN NAIVE BAYES PADA KLASIFIKASI PRESTASI AKADEMIK SISWA: STUDI KASUS SMAS BPD TOBELO SELATAN Pattiasina, Tiska; Fredriksz, Grace; Luturmas, Join Rachel; Salhuteru, Andrie CH; Matuankotta, Febiola; Nunumete, Laura S; Jupriyanto, Jupriyanto
Jurnal Teknologi Informasi Mura Vol 18 No 1 (2026): Jurnal Teknologi Informasi Mura
Publisher : LPPM UNIVERSITAS BINA INSAN

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32767/jti.v18i1.2915

Students’ academic achievement is an important indicator of the success of the educational process; however, its assessment is often subjective and not yet fully data-driven. Therefore, a systematic analytical approach is required to classify students’ academic achievement objectively and accurately. This study aims to compare the performance of Support Vector Machine (SVM) and Naive Bayes algorithms in classifying the academic achievement of grade III students at SMAS BPD Tobelo Selatan. A data mining approach using classification techniques was applied, involving 17 attributes as predictor variables and two target classes of academic achievement, namely Very Good and Good. Data processing and model evaluation were conducted using the WEKA software, with performance measured through accuracy, precision, recall, and the Area Under the Receiver Operating Characteristic Curve (AUC-ROC). The results indicate that the SVM algorithm achieves the best performance in terms of accuracy, precision, and recall, each reaching 97.78%, while the Naive Bayes algorithm obtains the highest AUC-ROC value of 98.08%. These findings demonstrate that SVM is superior in prediction accuracy, whereas Naive Bayes shows excellent capability in class discrimination. This study is expected to support data-driven academic decision-making in school environments.

ANALISA BREAK EVEN POINT SOFA MINIMALIS PADA USAHA SOFA GALI PUAN DI KOTA AMBON Sombalatu, Abdullah; Matuankotta, Febiola; Rutumalessy, Sherly
Jurnal Administrasi Terapan Vol. 5 No. 1 (2026): Jurnal Administrasi Terapan
Publisher : P3M Politeknik Negeri Ambon

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31959/jat.v5i1.3846

Sofa Gali Puan is a business engaged in sofa furniture, which produces minimalist sofas to be sold to consumers and marketed to the public. So far, the amount of profit obtained is not known for sure. Because until now the Sofa Gali Puan business has never calculated the Break Even Point to plan their business profits in the coming period. The purpose of this study is to analyze the production of Minimalist Sofas in achieving Break Even PointIn this study, a quantitative analysis method was used, namely the calculation of break even points in units and rupiah. The results of the research obtained are Break Even Point in the number of units for minimalist sofas in the Gali Puan Sofa Business is 68 sets of minimalist sofas. Break Even Point in rupiah is at Rp.370,555,555.55The conclusion of this writing is that the Gali Puan Business will be at the break-even point or main return point when producing minimalist sofas of 68 sets at a cost of Rp.370,555,555.55. That means that the company is at break-even at that point, so the company doesn't experience any profits or losses. Thus, for the Gali Puan sofa business, it must continue to calculate the Break Even Point to find out what level of sales must be achieved which has an impact on the achievement of profits in the future. Keywords: Break Even Point (BEP)

RAMALAN PRODUKSI KURSI SOFA PADA MEBEL ERLAN HATIVE BESAR DI KOTA AMBON Tampi, Aprilian; Matuankotta, Febiola; Fredriksz, Grace
Jurnal Administrasi Terapan Vol. 2 No. 1 (2023): Jurnal Administrasi Terapan
Publisher : P3M Politeknik Negeri Ambon

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31959/jat.v2i1.1379

The purpose of this study is to calculate and analyze the production forecast for sofa chairs at Erlan Furniture for the next 3 year period from 2022-2024. Mebel Erlan is a company furniture sector, that manufacture and sale of sofa chairs according to consumer demand based on the order data obtained. The production of sofa chairs is always increasing in every year. In this study used Linear Trend Analysis with the Least Squares Method using the equation Y = a + bx and to determine the accuracy of known forecasts used Standard Error of Estimate Analysis. From the results of the forecasting analysis it is expected that Erlan Furniture can be used as an input in developing company activities, especially in knowing the number of products that must be produced. The results of the calculated of the Linear Trend Analysis can be seen that the forecast for sofa chair production at Erlan Furniture is that in 2022 there will be 113 Sofa Chair Units, in 2023 there will be 114 sofa chairs, and in 2024 there will be 115 sofa chairs. Standard Error of Estimate Analysis Calculation, shows that the level of error from the results of production forecasting calculations is 14 sofa chairs. These figures can be a reference for Erlan Furniture to plan the number of products that must be produced to fulfill consumer needs. Keyword: Forcasting Production Â

Analisa Break Even Point Produk Jus Pala Pada UD. Tomasiwa Desa Morela Kecamatan Leihitu Matuankotta, Febiola; Luturmas, Join Rachel
Jurnal Administrasi Terapan Vol. 2 No. 2 (2023): Jurnal Administrasi Terapan
Publisher : P3M Politeknik Negeri Ambon

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31959/jat.v2i2.1709

The purpose of this study is to calculate and analyze the Break Even Point (BEP) or principal return point in UD. Tomasiwa Morela Village, Leihitu District. UD. Tomasiwa is a business in the beverage industry that produces nutmeg juice. The production process started in 2008 until now.The analysis used in this study is Break Even Point Analysis (BEP), namely BEP in units and BEP in rupiah. From the calculation results, it was found that BEP in units (Q) amounted to 58,548 units and BEP in Rp (QP) amounted to Rp.352,723,270, - From the results of the BEP analysis or the principal return point is expected UD. Tomasiwa can be used as an input in developing company activities, especially in knowing the amount of nutmeg juice that must be produced.UD. Tomasiwa has basically produced and sold nutmeg juice in a state beyond the Break Even Point or sales above the Breakeven point, it's just that the company does not have an effective production planning method so that the company has not been able to determine the minimum sales that must be achieved. By planning a profit of 15%, UD earned. Tomasiwa will get a profit of Rp.405,631,760.50 So if UD. Tomasiwa can achieve the profit target of 15%, then UD. Tomasiwa must sell as many as 185,586 units or Rp. 405,631,760.50 But the otherwise, if UD. Tomasiwa sells below the target volume, so the profit obtained does not reach 15%.Keywords: Break Even Point

Analisa Ramalan Produksi Pot Bunga Pada KUPR Rorre-Waitatiri Maluku Tengah Kastanya, Zisilya; Titioka, Stenly; Matuankotta, Febiola
Jurnal Administrasi Terapan Vol. 3 No. 1 (2024): Jurnal Administrasi Terapan
Publisher : P3M Politeknik Negeri Ambon

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31959/jat.v3i1.2483

KUPR Rorre is a company engaged in the production, which produces furniture and home furnishings. The products produced by KUPR Rorre such as chairs, tables, curtains, partitions, shelves and parsets are in accordance with consumer demand, besides that there are also flower pot products whose production is carried out continuously, this results in the company always having excess production from year to year. The purpose of this study is to calculate and analyze the forecast of flower pot production in KUPR Rorre for the next 3 years from 2020-2022. The analysis used in this study is Linear Trend Analysis with the Least Squares Method using the equation formula Y = a + bx and to determine the accuracy of the forecast that has been known using the standard Error Of Estimate Analysis. From the results of the forecast analysis, it is hoped that KUPR Rorre can be used as an input in developing company activities, especially in knowing the number of products that must be produced. The results of the Linear Trend Analysis calculation can be seen that the forecast of flower pot production in KUPR Rorre is in 2020 as many as 786 units of flower pots, in 2021 as many as 798 units of flower pots, and in 2022 as many as 810 units of flower pots. The Standard Error of Estimate analysis calculation shows that the error level of the production browser calculation results is 36 units of flower pots. These figures can be a reference for KUPR Rorre to plan the number of products that must be produced to meet consumer needs. Keyword: Forcasting Production

Analisa Peramalan Jumlah Produksi Batako Pada Usaha Batako Papa Press Di Kota Ambon Ditania, Ditania; Siahainenia, Ashwin; Matuankotta, Febiola
Jurnal Administrasi Terapan Vol. 3 No. 2 (2024): Jurnal Administrasi Terapan
Publisher : P3M Politeknik Negeri Ambon

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31959/jat.v3i2.2866

Brick Papa Press has never done production forecasting since the establishment of the business until now, so when the company produces bricks, the number of existing brick demand decreases, while when the brick production company decreases, the existing demand increases. This study aims 1) to clearly find out the calculation of the production forecast of Batako Papa Press in the future 2) to help provide an overview for the company about the calculation of production forecast for the coming year. This research is a quantitative descriptive research, namely the author provides an overview of forecasting calculations for the future, while the method used here is by using linear trend analysis. The result of this discussion is the total brick production in 2021 as many as 10,455 bricks, in 2022 as many as 8,350 bricks and in 2023 as many as 6,245 bricks The conclusion of this writing is from calculations that have been carried out using the linear trend method, namely in 2021 as many as 10,455 bricks, in 2022 as many as 8,350 bricks, and in 2023 as many as 6,245 bricks. The standard error of estimation shows that the error rate in forecasting brick production is 3,065 bricks, so there is a possibility of errors in doing this forecast Keyword: Forcasting Production

ANALISA BREAK EVEN POINT SEBAGAI ALAT PERENCANAAN LABA PADA UD. BATAKO PRESS WAITATIRI RAYA Tamaela, Revelino; Saptenno, Sammy; Matuankotta, Febiola
Jurnal Administrasi Terapan Vol. 4 No. 1 (2025): Jurnal Administrasi Terapan
Publisher : P3M Politeknik Negeri Ambon

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31959/jat.v4i1.2867

Break Even Point Analysis (BEP) or commonly referred to as the Break Even Point is used to determine the production price or level of sales made by a company. Thus, a company can be at the Break Even Point where it does not experience profit or loss. The purpose of this study is to determine the number of units that must be produced, the profit target of 20% in 2021 and the Margin of Safety at UD. Batako Press Waitatiri Raya. From the results of research and discussion, it is known that the minimum sales volume in units that must be produced by UD. Batako Press Waitatiri Raya amounted to 73.850. Then, the level of sales in rupiah that must be done to get 20% profit in 2021 is Rp. 464.782.500,00 and the Margin of Safety presentation obtained is 61%. From the results of the calculation of the break-even point by planning a profit of 20%, so that UD. Press Waitatiri Raya bricks must sell for Rp. 464.782.500.00 then UD. Batako Press Waitatiri Raya will achieve the profit from the sales target, otherwise if the sales are below the target, the profit will not reach 20%. Then, the Margin of safety presentation should not fall more than 61%. If sales are still around 61% or the maximum decline does not exceed 61%, it can be concluded that the company is still said to be safe or not experiencing losses.

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