Abstract:Tourism is one of the most important factors for the revenue of an area. To attract the interest of tourists takes some supporting factors, one of which is the hotel or the guesthouse. In the process of prediction of tourists…
rists visit, required data the number of tourists staying in order to predict for the next time. The prediction method used in this system is a method of Backpropagation Neural Network based on time series data forecasting component variansi random or random process beginning with autocorrelation for determination of input variables. Method of Backpropagation itself is known quite well used in the forecasting of time series data. The result of the method of Backpropagation is a number of predictions that tourists visit can be a reference for related officials in taking decisions for the period ahead.
Abstract:Abstract: There are several facilities in distributing funds to the customer which is owned by Bank Syariah Bukopin. One of them is Kredit Pemilikan Rumah / Housing Loan (mortgage), so far the bank when provides mortgages…
s to customers still uses risk prediction manually in giving credit to customers which is taking up a lot of time and energy especially when the customer reports is further analyzed by the Bank. One technique that can help in predicting the Bank's credit risk determination is Decision Tree which is a technique that is a part of Data Mining techniques to take a decision in the form of a tree. With Decision Tree techniques, it is expected to help the bank to allow faster and easier in predicting the data and getting a conclusion from existing data. One of the ways to predict the data is using Dtreg software. This software only uses data that is in the format of "csv (comma delimited)â€, if it is not using the format" csv (comma delimited)", so that the data can not be processed by Dtreg software. When the excel format has been converted to the "csv (comma delimited)" format, the analysis process can be done. Dtreg can generate decision tree, one of them is the result of risk decision from the number of mortgages based on the number of customers.
Keywords: data mining, decision tree
Abstrak: Ada beberapa fasilitas dalam penyaluran dana ke nasabah yang di miliki Bank Syariah Bukopin. Salah satunya Kredit Pemilikan Rumah (KPR), selama ini pihak Bank memberikan KPR ke nasabah masih menggunakan prediksi resiko secara manual dalam meberikan kredit kepada nasabah yang banyak menyita waktu dan tenaga apalagi pada saat laporan nasabah dianalisa lebih lanjut oleh pihak Bank. Salah satu teknik yang dapat membantu pihak Bank dalam memprediksi Penentuan resiko kredit adalah teknik Decision Tree yang merupakan bagian dari teknik Data Mining untuk mengambil suatu keputusan dalam bentuk pohon. Dengan teknik Decision Tree diharapkan dapat membantu pihak bank agar lebih cepat dan mudah dalam memprediksi data dan menarik suatu kesimpulan dari data yang ada.Salah satu cara memprediksi data tersebut dengan menggunakan software Dtreg. Pada software ini data yang digunakan hanya bisa dalam bentuk format “csv (comma delimited), jika tidak menggunakan format “csv (comma delimited)“ maka data tersebut tidak bisa diproses oleh software Dtreg dan selanjutnya jika format excel yang telah dirubah ke format “csv (comma delimited)â€, maka akan dapat dilakukan proses analisa. Dtreg dapat menghasilkan pohon keputusan, salah satu nya yaitu hasil keputusan resiko dari jumlah kredit pemilikan rumah berdasarkan jumlah nasabah.
Kata kunci: data mining, decision tree
Abstract:Abstract: In the decision making process of the feasibility of corn raw materials so far only see the physical raw materials tend to be subjective so that in the decision making process of the feasibilityof corn raw materials…
terials must take a long time , sometimes the decision taken is not appropriate so that this needs to be addressed again for the feasibility of corn raw materials. From the description above need to be made an auxiliary program for decision support system by using fuzzy SAW ( Simple Additive Weighting ) method in determining corn raw material that is acceptable to PT. Charoen Phokpand Indonesia. Program which will be made more to assist manager or staff in taking decision and not replace it. The results of this study are expected to assist managers or staff in making decisions for the process of assessing the feasibility of corn raw materials in PT. Charoen Phokpand Indonesia so as to improve the quality of human resources.
Keywords: corn raw materials, decision support system, fuzzy saw method
Abstrak: Dalam proses pengambilan keputusan kelayakan bahan baku jagung selama ini hanya melihat fisik bahan baku yang cenderung subjektif sehingga dalam proses pengambilan keputusan kelayakan bahan baku jagung harus membutuhkan waktu yang cukup lama, terkadang keputusan yang diambil tidak tepat sehingga hal ini perlu dibenahi lagi untuk proses pengambilan keputusan kelayakan bahan baku jagung. Dari uraian diatas perlu dibuat suatu program bantu untuk sistem pendukung keputusan dengan menggunakan metode fuzzy SAW (Simple Additeve Weighting) dalam menentukan bahan baku jagung yang layak diterima pada PT. Charoen Phokpand Indonesia. Program yang akan dibuat lebih bersifat untuk membantu manager atau staff dalam pengambilan keputusan dan bukan menggantikannya. Hasil dari penelitian ini diharapkan dapat membantu manager atau staff dalam mengambil keputusan untuk proses penilaian kelayakan bahan baku jagung pada PT. Charoen Phokpand Indonesia sehingga dapat meningkatkan kualitas sumber daya manusia.
Kata kunci: Bahan baku jagung, Sistem Pendukung Keputusan, metode fuzzy SAW
Abstract:This research was undertaken to analyze the influence of the Wordwall application on the speaking skills of eleventh-grade students at SMAN 1 Ciruas. Consequently, Wordwalluantitative methodology and a quasi-experimental…
design involving 82 participants, organized into two equally sized groups, namely the experimental and control groups. Data collection was conducted through speaking assessments administered prior to and following the treatment. The findings showed that students who received the treatment achieved better improvement in speaking skills than those in the control group. The average score achieved by the experimental group increased from 63.90 to 83.12, whereas the control group’s mean score rose from 66.15 to 74.34. The hypothesis test results revealed a significance value below 0.05 (p < 0.001), providing evidence of a statistically significant difference between the groups. The results point to the fact that the Wordwall application was effective in enhancing students’ speaking skills.. Consequently, Wordwall can be considered an effective technology-based learning tool for promoting speaking skill development in English language learning.
Abstract:Public service quality is one of the fundamental indicators in assessing the performance of government institutions, especially at the district level where direct interactions with citizens take place. This study aims to…
analyze the influence of employee motivation on the quality of administrative services at the Leihitu Sub-district Office, Central Maluku Regency. The research employs a quantitative approach with an explanatory design to identify causal relationships between variables. The population in this study consists of all employees involved in administrative services, and total sampling was used due to the manageable number of staff. Data were collected through a structured questionnaire using a Likert scale to measure motivation and service quality indicators. The data were analyzed using descriptive statistics and linear regression to determine the effect of motivation on service quality. The results show that employee motivation significantly and positively influences administrative service quality. Employees with higher intrinsic and extrinsic motivation tend to demonstrate better responsiveness, discipline, communication, and consistency in carrying out public service functions. The study concludes that strengthening motivation is essential to improve public service performance. Therefore, organizational leaders are encouraged to enhance work motivation through recognition, supportive leadership, fair reward systems, and professional development opportunities to ensure services meet community expectations.
Abstract:The admission process in Integrated Islamic Junior High Schools (SMPIT) often faces challenges of subjectivity, inefficiency, and lack of transparency in determining selection results. This can lead to inappropriate student…
ent placement and decreased trust from stakeholders. This study aims to develop a Decision Support System (DSS) based on a combination of Analytic Hierarchy Process (AHP) and Simple Additive Weighting (SAW) to improve objectivity and accountability in student selection. AHP is used to determine the weights of the four main academic criteria-the report card scores of Mathematics, Science, Indonesian, and English-based on consistent expert judgment. Furthermore, the SAW method processes the normalized and weighted scores to produce a final ranking of 100 prospective students. The implementation results show that the AHP-SAW integration is able to produce quantitative, transparent, and data-based rankings, thus minimizing subjectivity in the selection process. It provides a structured and replicable model, supporting fairness and efficiency in student admission. This approach is relevant to be applied in educational institutions that want to align the selection process with Islamic educational values and multi-criteria-based objectivity principles.
Abstract:The increasing complexity and dynamics of the business environment at local, regional, and global levels have driven PT PLN (Persero)’s Internal Audit Unit (SPI) to adopt a Purpose-Driven Internal Audit approach, positioning…
ioning the audit function as a strategic partner for long-term organizational success. However, the Internal Stakeholder Satisfaction Index for assurance services in the Construction, Generation, and New Renewable Energy Audit Division (AKP) fell short of its targets in 2023 and 2024. This study aims to analyze the impact of audit service quality—comprising tangibles, reliability, responsiveness, assurance, and empathy—on auditee satisfaction. Using a quantitative approach with PLS-SEM and Importance–Performance Map Analysis (IPMA), data were collected from AKP Division auditees in 2024. The results show that all dimensions of audit service quality positively and significantly influence satisfaction, with responsiveness and empathy being the most dominant factors. The findings offer practical insights for SPI PLN in prioritizing service improvements based on user perceptions and provide theoretical support for the SERVQUAL model as a key psychological mechanism in fostering satisfaction within trust-based professional services
Abstract:This study aims to analyze and describe the performance of the General Election Commission (KPU) of Maluku Province in organizing the 2024 Presidential Election, and the influencing factors in Ambon City. The research problems…
oblems addressed in this study are: 1) How is the performance of the KPU of Maluku Province in organizing the 2024 Presidential Election? and 2) What are the supporting and inhibiting factors in Ambon City? The study involved 14 informants. The research method used is a descriptive qualitative approach, with data collection techniques including interviews, observation, and documentation. Data were analyzed using descriptive qualitative analysis techniques. The findings show that the performance of the KPU of Maluku Province in organizing the 2024 Presidential Election in Ambon City is in good condition, based on dimensions such as work responsiveness, work accountability, work effectiveness, and work efficiency. This performance is influenced by factors such as human resources (HR), technological support, collaboration with stakeholders, and community participation.
Abstract:Penelitian ini menganalisis tantangan hukum dalam menyeimbangkan inovasi Generative AI (GenAI) dan kebutuhan regulasi di Indonesia, mengidentifikasi celah regulasi, dampak sektoral, serta merumuskan rekomendasi kebijakan…
berbasis prinsip keadilan dan keberlanjutan. Metode: Penelitian menggunakan studi pustaka kualitatif dengan pendekatan deskriptif-analitis. Studi mengidentifikasi tiga tantangan utama: (1) Regulasi yang tidak adaptif, di mana UU ITE, PDP, dan Hak Cipta gagal mengatur aspek krusial GenAI seperti status hukum output AI, bias algoritma, dan penggunaan data pelatihan; (2) Ambang akuntabilitas yang ambigu, menyulitkan penentuan pihak bertanggung jawab atas konten ilegal atau disinformasi berbasis AI; serta (3) Dampak sektoral tidak terantisipasi, termasuk risiko hallucination di sektor keuangan, plagiarisme pendidikan, dan disrupsi tenaga kerja kreatif. Solusi yang diusulkan mencakup regulasi berbasis risiko, amandemen UU Hak Cipta untuk ciptaan AI, kolaborasi multistakeholder, dan regulatory sandbox untuk inovasi terkendali.
Abstract:Public-private collaboration is a vital strategy in managing sustainable tourism destinations, integrating diverse stakeholders to balance economic growth, environmental sustainability, and social equity. Despite the hospitality…
pitality sector’s key role in tourism governance, research on its collaboration with public institutions, particularly in Makassar, Indonesia, remains limited. This study examines MaxOne Resort and Hotel Makassar to explore the mechanisms, challenges, and outcomes of public-private partnerships (PPPs) in sustainable tourism destination management (STDM). Using a qualitative case study approach, the research employs in-depth interviews, participatory observation, and policy analysis to investigate how MaxOne Resort collaborates with local government and communities to implement sustainability initiatives. The findings reveal that structured mechanisms such as formal agreements, joint projects, and stakeholder committees facilitate sustainable governance. MaxOne Resort actively engages in environmental conservation, community empowerment, and responsible tourism practices, positioning itself as a sustainability model within the hospitality sector. However, regulatory misalignments, funding constraints, and inconsistent stakeholder engagement present significant challenges. The study underscores the relevance of the Penta-Helix framework, highlighting how collaboration among government, private sector, academia, community, and media enhances the legitimacy and effectiveness of sustainability initiatives. This research contributes to the literature by providing a localized analysis of PPPs in Makassar, bridging the gap between theoretical models and practical applications. The findings offer policy recommendations to strengthen stakeholder collaboration, optimize governance structures, and support sustainable tourism development in emerging destinations.