Abstract:External evidence can make retrieval-augmented generation (RAG) more informative, yet retrieved passages also provide a path for adversarial instructions to enter the model context. We examine that path in an English-Indonesian…
onesian RAG system and track cross-lingual indirect prompt injection separately at retrieval, reranking, and generation. The experiment starts from 75 semantic items and evaluates every item in eight query/body/payload language combinations, for 600 paired trials. Qwen3-Embedding-0.6B and BGE-M3 produce top-20 candidate sets, BGE-reranker-v2-m3 reduces each set to five documents, and Qwen3-0.6B answers from the resulting context with either a standard prompt or an explicit trust-boundary prompt. Statistical uncertainty is estimated by resampling semantic items, and paired binary outcomes are modeled with generalized estimating equations. Poison documents reached the top 20 in 80.50% of Qwen trials and 37.67% of BGE-M3 trials (odds ratio 6.94, 95% CI 4.53-10.63). Top-five exposure was 18.50% and 16.17%, respectively. Standard end-to-end attack success was 6.33% for Qwen and 6.00% for BGE-M3; boundary-aware prompting lowered both rates to 1.33%, with no canary false positives. The results indicate that multilingual RAG security depends on several linked stages rather than generation alone.
Abstract:Dinas Komunikasi dan Informatika Provinsi Jambi masih melaksanakan proses pencatatan dan monitoring barang masuk secara manual menggunakan dokumen administrasi dan aplikasi perkantoran sederhana, sehingga menimbulkan kendala…
dala berupa kesalahan pencatatan, keterlambatan pencarian data, dan kesulitan penyusunan laporan. Penelitian ini bertujuan merancang Sistem Monitoring dan Pengelolaan Barang Masuk Berbasis Web untuk membantu proses pencatatan, monitoring, pencarian, dan pelaporan data barang masuk secara lebih efektif. Metode pengembangan yang digunakan adalah Waterfall, meliputi analisis kebutuhan, perancangan, implementasi, pengujian, dan pemeliharaan, dengan pemodelan menggunakan UML serta basis data MySQL. Hasil penelitian menunjukkan bahwa sistem yang dibangun mampu mempermudah proses pencatatan barang, mempercepat pencarian data, meningkatkan akurasi penyimpanan data, serta menyederhanakan penyusunan laporan secara otomatis.
The Communication and Informatics Office of Jambi Province still records and monitors incoming goods manually using administrative documents and basic office applications, resulting in recording errors, delayed data retrieval, and difficulties in report preparation. This study aims to design a Web-Based Monitoring and Management System for Incoming Goods to support recording, monitoring, searching, and reporting processes more effectively. The system was developed using the Waterfall method, covering requirements analysis, design, implementation, testing, and maintenance, modeled with UML and a MySQL database. The results show that the developed system simplifies the recording of goods, accelerates data search, improves data storage accuracy, and streamlines automatic report generation.
Abstract:Kantor Wilayah Badan Pertanahan Nasional (BPN) Provinsi Jambi masih melakukan pengelolaan surat tugas dan monitoring tugas pegawai secara manual sehingga menghambat pengelolaan data, pemantauan progres pekerjaan, dan penyampaian…
yampaian informasi. Penelitian ini bertujuan merancang dan membangun Sistem Informasi Surat Tugas (SITUGAS) berbasis web untuk meningkatkan efektivitas dan efisiensi pengelolaan surat tugas. Pengumpulan data dilakukan melalui observasi, wawancara, dokumentasi, dan studi literatur. Pengembangan sistem menggunakan metode Prototype, sedangkan pengujian dilakukan dengan Black Box Testing menggunakan teknik Equivalence Partitioning (EP). Sistem dikembangkan menggunakan PHP dan MySQL. Hasil penelitian menunjukkan bahwa SITUGAS mampu mempermudah pengelolaan data surat tugas, monitoring pekerjaan, pencarian data, dan penyajian informasi secara lebih cepat, akurat, efektif, dan terintegrasi. Hasil pengujian juga menunjukkan bahwa seluruh fungsi utama sistem berjalan sesuai dengan kebutuhan pengguna.
The Regional Office of the National Land Agency (BPN) of Jambi Province still manages task assignments manually, making it difficult to manage data, monitor work progress, and deliver information. This study aims to design and develop a web-based Task Assignment Information System (SITUGAS) to improve the effectiveness and efficiency of task assignment management. Data were collected through observation, interviews, documentation, and literature studies. The system was developed using the Prototype method and tested using Black Box Testing with the Equivalence Partitioning (EP) technique. The application was developed using PHP and MySQL. The results show that SITUGAS facilitates task assignment management, work monitoring, data retrieval, and information delivery in a faster, more accurate, effective, and integrated manner. The testing results also indicate that all main system functions operate according to user requirements.
Abstract:Sekretariat DPRD Provinsi Jambi masih menggunakan sistem pencatatan tamu secara manual sehingga menimbulkan kesulitan dalam pencarian data, risiko kehilangan data, serta lambatnya penyusunan laporan kunjungan. Penelitian…
ini bertujuan merancang Sistem Informasi Buku Tamu Berbasis Website untuk meningkatkan efektivitas dan efisiensi proses pencatatan serta pengelolaan data tamu. Metode pengembangan yang digunakan adalah Waterfall yang meliputi analisis kebutuhan, perancangan, implementasi, dan pengujian sistem. Sistem dirancang menggunakan PHP, MySQL, dan pemodelan Unified Modeling Language (UML). Hasil penelitian menunjukkan bahwa sistem mampu mempermudah proses registrasi tamu, pengelolaan data tamu, survei kepuasan pelayanan, pengelolaan data pegawai dan unit kerja, serta penyusunan laporan kunjungan secara lebih efektif, efisien, dan terintegrasi.
The Secretariat of the Regional House of Representatives (DPRD) of Jambi Province still relies on a manual guest registration process, resulting in difficulties in data retrieval, the risk of data loss, and delays in generating visitor reports. This study aims to design a web-based guest book information system to improve the effectiveness and efficiency of guest registration and data management. The system was developed using the Waterfall method, which consists of requirements analysis, system design, implementation, and testing. The application was designed using PHP, MySQL, and Unified Modeling Language (UML). The results indicate that the system simplifies guest registration, guest data management, service satisfaction surveys, employee and work unit management, and visitor report generation in a more effective, efficient, and integrated manner.
Abstract:Sekretariat DPRD Provinsi Jambi masih menggunakan sistem manual dalam pengelolaan surat masuk dan surat keluar sehingga proses pencatatan, pencarian, dan penyusunan laporan kurang efisien. Penelitian ini bertujuan merancang…
ang Sistem Informasi Manajemen Surat Berbasis Web menggunakan metode pengembangan Waterfall. Perancangan sistem dilakukan menggunakan Unified Modeling Language (UML), sedangkan implementasi sistem menggunakan Framework Laravel. Hasil penelitian menunjukkan bahwa sistem yang dirancang mampu mendukung pengelolaan surat masuk dan keluar, pengarsipan dokumen, pencarian data, serta penyajian laporan secara lebih cepat, efektif, dan akurat.
The Secretariat of DPRD Jambi Province still uses a manual system for managing incoming and outgoing mail, resulting in inefficient recording, retrieval, and reporting processes. This study aims to design a web-based mail management information system using the Waterfall software development method. The system was designed using Unified Modeling Language (UML) and implemented using the Laravel Framework. System design employed Unified Modeling Language (UML), while implementation was carried out using the Laravel Framework. The results show that the proposed system supports mail management, document archiving, data retrieval, and report generation more quickly, effectively, and accurately.
Abstract:This study aims to design the warehouse tata letak at PT MIKRON PRESISI INDONESIA that experiences post-relocation irregularities in production facilities, along with adjustments to the area area and available rental costs.…
ts. The absence of a racking system and clear classification of goods has caused the storage, retrieval, and work safety processes to not run efficiently. The research approach uses a qualitative descriptive method by collecting data through field observations, interviews, and documentation. The tata letak design was carried out by implementing the Activity Relationship Chart (ARC) and Activity Relationship Diagram (ARD) methods, then tested through simulations using FlexSim software with two operator scenarios. The simulation results showed that the proposed alternative tata letak design was able to improve the workflow by grouping goods into seven categories and arranging shelves based on the level of proximity of activities. However, the utilization rate of operators is still relatively low, namely 17.65% and 19.78%, due to the periodic pattern of goods arrival and efficient search times due to a more structured storage system. These findings indicate opportunities for human resource optimization through reducing the number of operators or adjusting workloads. The resulting tata letak design makes a practical contribution to improving warehouse space efficiency and operations, and can be used as a reference for applications for companies with similar characteristics.
Abstract:• DEF is a company engaged in the sale of coffee, both wholesale and retail. Currently, the sales recording system is still carried out manually, which often leads to problems such as delays in reporting, data entry errors,…
rors, and difficulties in retrieving historical information. This study aims to improve the efficiency and accuracy of the sales recording system by implementing the INDEX MATCH and SUMIFS functions in Microsoft Excel. The research method used is descriptive qualitative with a case study approach, involving observation, interviews, and documentation of the existing system. The results show that the use of INDEX MATCH and SUMIFS can accelerate the data retrieval process, improve the accuracy of sales reports, and reduce input errors. This study provides a practical solution for small and medium enterprises (SMEs) in implementing an efficient sales recording system without requiring significant investment in ERP software. However, the system still has limitations, such as dependence on Excel files that are vulnerable to damage or unintended changes, and the lack of advanced automation features such as receivables reminders or inter-departmental integration. Therefore, future research is expected to develop a web-based system with a centralized database.
Abstract:This study aims to assess the impact of the use of modern Alsintan on rice farming. rice farming in Maradekaya Village, Bajeng District, Gowa Regency. The informant retrieval technique in this study used the purposive sampling…
mpling method, where informants were determined intentionally. The level of adoption of modern agricultural machinery in Maradekaya Village is quite high, including the use of 4-wheel tractors, rice transplanting machines, and rice harvesting machines, which certainly greatly help the lives of farmers. The impact of using modern agricultural machinery brings many changes to the activities of rice farmers, such as a reduction in time and labor, a reduction in capital, and an increase in productivity that is more profitable than before using agricultural machinery technology. Farmers can more easily divide their time for other work besides farming with modern agricultural machinery. In addition, modern agricultural machine tools (Alsintan) make rice farmers' work time more efficient than before the existence of this technology in Maradekaya Village.
Abstract:This research is aimed at elevating the learning outcomes in Social Studies for the 8B class of SMP Negeri 16 Jakarta by integrating digital literacy into the students' curriculum. Employing a Classroom Action Research method,…
ethod, the study spanned three cycles, involving 35 students from the aforementioned class. Conducted from March to May 2024 at SMP Negeri 16 Jakarta, data collection included observation, testing, and documentation. Results revealed a significant enhancement in student academic performance through the implementation of digital literacy in Social Studies instruction. Analysis across cycles demonstrated consistent improvement in learning mastery, with percentages escalating from 62.85% in the first cycle to 77.14% in the second, and ultimately reaching 85.71% in the third cycle. Beyond academic achievement, the integration of digital literacy fostered active student engagement in the learning process. Students participated more vigorously in discussions, shared information, and adeptly utilized technology to access learning resources. This underscores the dual role of digital literacy: not only as a means of information retrieval but also as a tool for fostering deeper student engagement. Consequently, these findings offer valuable insights for enhancing educational quality, particularly in leveraging digital technology to facilitate more effective and interactive learning experiences.
Abstract:The conventional management of archives using physical files at the Jambi-Betung II Toll Road Land Procurement Commitment Making Officer (PPK-PPTJT) agency results in slow document retrieval, a higher risk of data loss,…
and limited accessibility to important information. This community service initiative aims to enhance the technological skills of human resources at PPK-PPTJT Jambi-Betung II, particularly in electronic archive management. The methods employed involve socialization and technical training on using e-archive applications for four PPK-PPTJT employees. Evaluation was conducted through questionnaires and interviews to assess the participants' improvement in understanding and skills. The results demonstrated a significant increase in participants' capabilities: 25% reported a better understanding of the benefits of e-archives, 75% enhanced their operational application skills, and 25% felt more confident in managing electronic archives. The implementation of e-archives has successfully reduced reliance on physical documents and expedited the toll road land procurement administration process, ultimately increasing the operational efficiency of PPK-PPTJT Jambi-Betung II.
Keywords: e-archive; mentoring; land procurement; archive management
Abstrak: Pengelolaan arsip secara konvensional dengan menggunakan berkas fisik di instansi Pejabat Pembuat Komitmen Pelaksana Pengadaan Tanah Jalan Tol (PPK-PPTJT) Jambi-Betung II menyebabkan lambatnya pencarian dokumen, rentan kehilangan data, dan terbatasnya aksesibilitas terhadap informasi penting. Tujuan pengabdian ini adalah untuk meningkatkan kapasitas sumber daya manusia di PPK-PPTJT Jambi-Betung II dalam hal digitalisasi dan pengelolaan arsip elektronik. Metode yang digunakan meliputi sosialisasi, pelatihan teknis penggunaan aplikasi e-arsip bagi empat pegawai PPK-PPTJT. Evaluasi dilakukan dengan angket dan wawancara untuk mengukur peningkatan pemahaman dan keterampilan empat peserta. Hasil evaluasi menunjukkan peningkatan signifikan: 19% peserta lebih memahami manfaat e-arsip, 31% peningkatan kemampuan operasional aplikasi, dan 25% peningkatan kepercayaan diri dalam pengelolaan arsip elektronik. Penerapan e-arsip berhasil mengurangi ketergantungan pada arsip fisik, mempercepat proses administrasi pengadaan tanah jalan tol, efisiensi ruang penyimpan, dan kemudahan monitoring dan evaluasi proses operasional PPK-PPTJT Jambi-Betung II.
Kata kunci: e-arsip; pendampingan; pengadaan tanah; pengelolaan arsip