bluuebunny/crossref_metadata_2025 huggingface dataset:
Design of Detection and Counting System of Human Detector Camera Based on Opencv Using Python at Makassar Aviation Polytechnic
Authors: Faiqah Faiqah , Wening Ida Umboro Wahyu Nur , Rahman P Abdul
Published: February 2025

Real-time monitoring of learning activities is crucial to ensure that all cadet and lecturer activities take place according to the rules. Deviations or delays in learning can be corrected immediately so that teaching and learning activities remain according to plans and targets. The purpose of the research is to design a user interface using the OpenCV-based Python programming language in learning activities. This research uses the Research and Development method by ADDIE model. Testing instruments use black box and functional. Design of the monitoring system utilizes Internet of Things (IoT) technology through a website to facilitate remote monitoring. The feasibility test by paying attention to the features of the monitoring system in this application runs effectively and can be implemented.
Analysis of Income Tax Tariff Free Policy in Improving Compliance of MSME WPOPs in Manado City
Authors: Poluakan Angely Agnes , Kalangi Lintje , Korompis Claudia
Published: February 2025

This study aims to examine the implementation of the income tax rate exemption policy for individual taxpayers engaged in the MSME sector with gross income not exceeding Rp500,000,000, with the aim of increasing reporting compliance in the jurisdiction of KPP Pratama Manado. A qualitative approach is used in this research using descriptive qualitative methodology. The results of the study explain that the PPh tariff-free policy in PP No. 55 of 2022 socialized by KPP Pratama Manado really has an impact on the compliance ratio of annual tax return reporting for MSME WPOPs in Manado City. However, the impact has not been maximized enough, so that the growth of registered and reporting MSME WPOPs has not experienced a large change.
Utilization of Instagram Social Media as Publication and Information Media at the State Assets and Auction Service Office (KPKNL) Yogyakarta
Authors: Gusti Jhelisa Mutiara , Andryani Kristina , Saputri Dhea Octavia
Published: February 2025

The formulation of the problem of this research is, how to use Instagram social media as a medium for publication and information at the KPKNL Yogyakarta office. The aim of this research is to determine the use of Instagram social media for publication and information media at KPKNL Yogyakarta. Review of the theory used, namely New Media which uses the concept of The Circular Model of SOME, Regina Lutterll's theory. This research uses a descriptive qualitative research approach with observation, interview and documentation data collection methods. The findings and results of thisresearch are that KPKNL Yogyakarta chosethe social media Instagram based on the increasing use of social media and in accordance with the target. Before posting content, a schedule was made.
Utilization of Instagram @kominfodiy as Publication and Information Media for the Department of Communications and Informatics of the Special Region of Yogyakarta
Authors: Harsyid Ahmad Ridho , Lestari Rani Dwi , Awola Eunike Dina
Published: February 2025

The study used the Circular Model Of Some theory from Regina Luttrel which explains planning in using social media using 4 stages, namely share, manage, optimize and engage. From the data found, the DIY Communication and Information Office utilizes Instagram features as well as possible by distributing quality information and educational content, approaching followers in a responsive and responsive manner and having transparency to the community, approaching followers with the call "lurr ", packaging content according to the target audience and collaborating with other agencies. The use of Instagram @kominfodiy in publication and information media is indeed good and optimal, although there are still shortcomings, namely the production of too much content, resulting in less than optimal content.
The Influence of the Price of Shopee Account @hijabbyaida on Consumer Purchase Decisions in Kudus City
Authors: Aulia Hana , Nastain M. , Saputri Dhea Octavia
Published: February 2025

Currently, digital technology plays a crucial role in daily life, transforming theway people work, communicate, and obtain information. The digital era hascreated new opportunities in digital marketing, e-commerce, and tech startups. One business strategy in this era is using e-commerce platforms to accelerate business growth. This study examines the Shopee account @Hijabbyaida,focusing on the impact of pricing on consumer purchase decisions. Competitivepricing aligned with product quality can attract buyers. The research employs aquantitative method using questionnaires distributed to consumers of the Shopeeaccount @Hijabbyaida. The results show that price significantly influencespurchase decisions, with an r square value of 54.5%. Consumers tendto chooseproducts from @Hijabbyaida because the prices are deemed appropriate. This study concludes that proper pricing and attractive promotions on e-commerce platforms like Shopee can enhance consumer purchase decisions, sales, and customer satisfaction.
Social Media Marketing Strategy on Tiktok Account @ngado.kado
Authors: Putri Adin Kusno , Setyaningsih Rila , Awola Eunike Dina
Published: February 2025

Research This aiming For know How social media marketing strategy on account tiktok @Ngado.kado. Study This use method descriptive qualitative with source of data obtained from results interviews , observations and documentation . Research This using the Social Media Marketing Theory put forward by Cris Heuer in the book Engage written by Brian Solis. Heuer stated that there are 4C elements in social media marketing, namely Context, Communications, Collaborations and Connections. The results of the study This state that give.a.gift has apply 4C elements in every activity marketing on account tiktok . First on the context element , ngado.kado do audience and trend analysis For determine use language, content message and creativity content. Second, in the communications element , ngado.kado apply communication with consumer through direct messages, comments and live streaming.
The Existence and Independence of Women in the Novel Isinga by Dorothea Rosa Herliany: A Review of Feminist Literary Criticism
Authors: Sumartini Sumartini , Nuryatin Agus , Prabaningrum Dyah , Afriyanti Rinna , Syavica Cindy Gea
Published: February 2025

Literary works are a means for authors to convey thoughts, ideas, ideas and even criticism of phenomena and problems that occur in society. The issue of women in society is one of the exciting topics raised in literature. The novel Isinga presents the issues of Papuan women related to the existence and independence of women and their efforts to realize their existence. This research is qualitative, and the data analysis method is hermeneutic. The consequences of using hermeneutics are bound to two things: first, ascertaining the content in a word, sentence, text, and so on, and second, understanding the forms of instruction contained in the symbols. The research results show that Papuan women have a very high existence as individuals and social beings. Papuan women have an independent attitude formed due to circumstances that force their awareness to maintain their existence. Efforts made by women to realize their existence and foster women's independence include (1) trying to learn new things, (2) opening a business/trading in the market, (3) providing counseling for women and adolescents, (4) providing skills training for women and adolescents.
Analysis of Financial Statements and Cash Flow Statements in Assessing Financial Performance at Health Social Security Administering Agency (BPJS) for the Period 2021 - 2023
Authors: Ferinluary Fadila , Rahayu Sri , Arum Enggar Diah Puspa , Wiralestari Wiralestari
Published: February 2025

This research aims to analyze the financial performance of the Health Social Security Administering Agency (BPJS) for the 2021-2023 period when viewed from financial ratio analysis and cash flow ratio analysis. This type of research is descriptive research with a quantitative approach. This research uses financial ratio analysis techniques and cash flow ratios in a time series. Financial ratio analysis can be used as a reference for a company's development to assess how well its financial performance is. The variables used are the liquidity ratio consisting of the current ratio, the solvency ratio consisting of the debt to asset ratio, and the profitability ratio consisting of return on assets and return on equity. Apart from analyzing the company's balance sheet and profit and loss financial statements, in assessing financial performance there is one more report that can be assessed, namely through the cash flow report. The cash flow ratio analysis used is the operating cash flow ratio, capital expenditure ratio and total debt ratio. The results of this research show that BPJS Health's financial performance for the 2021-2023 period shows good liquidity and solvency, but profitability and cash flow management are still weak due to significant losses in 2022 and 2023. Strategy improvements are needed to increase efficiency and financial sustainability.
The Role of Philosophical Schools in Scientific Research
Authors: Nugraha Diki Egie , Z Zulfan Zulkarnaen , Winarno Agung
Published: February 2025

This study examines the contributions of philosophical streams—positivism, interpretivism, pragmatism, and critical realism—in shaping scientific research paradigms, methods, and ethics. Each philosophical approach has unique characteristics that influence how researchers understand reality, develop theories, and select research methods. Positivism emphasizes objectivity through empirical observation and quantitative analysis to identify causal relationships. In contrast, interpretivism focuses on subjective understanding and social meaning derived from individual experiences, making it suitable for qualitative research. Pragmatism offers a flexible approach by integrating quantitative and qualitative methods to address complex research questions and provide practical benefits. Critical realism bridges objective and subjective approaches by exploring the underlying mechanisms of phenomena. Furthermore, these philosophical approaches provide an ethical foundation to ensure that research is conducted responsibly and meets societal needs. By understanding and applying these philosophical paradigms, researchers can produce more holistic studies and contribute significantly to advancing knowledge.
The Effect of Price Perception, Service Quality and Ease of Transaction on Commuter Train Ticket Purchasing Decisions (Study on Commuter Line Dhoho Train Passengers at Wonokromo Station)
Authors: Rivayanti Tesa Putri , Soebiantoro Ugy , Mandasari Virginia
Published: February 2025

This research aims were to determine the effect of price perceptions, service quality, and ease of transactions on purchasing decisions for commuter line train tickets at Wonokromo station. This research uses a quantitative approach. The sampling technique is non-probability sampling using purposive sampling method with a total of 200 respondents. The data analysis method uses Partial Least Squares (PLS) - Structural Equation Modeling (SEM) using the SmartPLS 4.0 software analysis tool. The analysis was carried out through three stages of testing: outer model (validity and reliability test), inner model, and hypothesis testing. The results showed that (1) perceived price has a positive and insignificant effect on purchasing decisions, (2) service quality has a positive and significant effect on purchasing decisions, and (3) ease of transactions has a positive and significant effect on purchasing decisions.
The Relationship of Market Competition Intensity, Adoption of Financial and Non-financial Performance Measures to Company Performance
Authors: Puspita Deta , Rahayu Sri , Arum Enggar Diah Puspa , Wiralestari Wiralestari
Published: February 2025

This study aims to examine the relationship between market competition intensity, adoption of financial and non-financial performance measures and company performance. The study was conducted at a manufacturing company in Batam. The variables in the study consist of independent and dependent variables. The independent variables are market competition intensity, financial and non-financial performance measures. The dependent variable is company performance. Data were collected using purposive random sampling method. The analysis method uses factor analysis (path analysis). The study resulted in market competition intensity having a positive relationship with company performance and was supported by previous research. Financial and non-financial performance had a positive relationship with company performance and was supported by previous research. The results of this study strengthen that market competition intensity has a positive relationship with company performance and the adoption of financial and non-financial performance measures has a positive relationship with company performance.
Motivation Analysis and the Influence of Islamic Attributes on Muslim Tourists Satisfaction
Authors: Ariadi Yudi , Suryadinata Muh. Rifki , U Ni Putu Ayu Chandra , Lestari Imanda
Published: February 2025

Muslim tourists are a new target along with the growth of the world's Muslim population. Halal tourism concept can be use to attract muslim tourists, by prioritizing Islamic attributes as a fulfillment of the special needs of Muslim tourists. This study aims to determine the motivation of tourists to travel including the influence of Islamic attributes on the satisfaction of Muslim tourists. This study was conducted using secondary data analysis, various literatures were used to support the research, the literature came from various sources, such as journals, theses, books, that related to tourist motivation, also research on the influence of the existence of Islamic attributes of tourist destinations on tourist satisfaction. Various data were also used to support this research from various websites and trusted institutions.
Consumer Preference Analysis in Decision-Making to Use Beauty Clinic Services (A Case Study on WPL Aesthetic Clinic Customers in Medan)
Authors: Syahfitri Khofifah Dwi , Wibowo Rulianda Purnomo , Rini Endang Sulystia
Published: February 2025

The aim of this study is to obtain empirical evidence about the ideal profile of consumer preferences and determine the importance and utility values of the attributes that shape consumer preferences in making decisions to use beauty services at WPL Aesthetic Clinic. This study uses conjoint analysis to formulate consumer preferences, assisted by SPSS software. The attributes of consumer preferences in this study include service quality, promotions, and price. The population for this study consists of customers of WPL Aesthetic Clinic, located at Jl. Beo No. 43, Sei Sikambing B, Medan Sunggal District, Medan City. The sample size for this study is 90 patients. Based on the research findings, the importance value for the service quality attribute is 38.79%, making service quality the most important attribute that significantly influences consumer preferences. The significance values for the Pearson's R and Kendall's Tau tests were below 0.05, indicating that the factors or attributes used in this study—service quality, promotions, and price—have a significant impact on influencing consumer preferences in choosing WPL Aesthetic Clinic's services.
The Effect of Work-Life Balance, Work Environment, and Work Discipline on Employee Performance in AKPRIND University Employees
Authors: Hidaya Vera Nurul , Dwiarti Rina
Published: February 2025

The purpose of this research is to ascertain how employee performance is affected by work-life balance, work environment, and work discipline. AKPRIND University was the site of this study. This study uses SPSS software and is quantitative in nature. Direct distribution of questionnaires and observation are two methods and instruments used in data collecting. There were 104 responders in the study's sample. The study's findings suggest that neither work-life balance nor the workplace environment significantly improves AKPRIND University workers' performance. Employee performance at AKPRIND University is positively and significantly impacted by work discipline.
Processing Village Superior Commodities Into Competitive Multisrata Products in West Halmahera District
Authors: Sinyo Yumima , Tolangara Abdurasyid , Sundari Sundari
Published: February 2025

This research analyzes superior commodities and their derivative products (multistrata products) in West Halmahera Regency, North Maluku Province. The study was conducted in Golo village, Sahu sub-district from March to August 2024, using both quantitative and qualitative methods. Data collection involved primary sources through field surveys and secondary sources from government agencies. Location Quotient (LQ) analysis revealed banana (1.562), coconut (1.544), nutmeg (1.243), and corn (1.240) as base sector commodities, while durian (0.116) was identified as a non-base sector commodity.
Techniques for Detection of Trichothecene in Food: A Comprehensive Review
Authors: Iqbal Sadia , Sajid Syeda Azka , Ali Muhammad , Mushtaq Noor , Sultan Muhammad Wasif , Mushtaq Mehvish , Tahir Tehreem , Mohsin Javaria , Shafiq Iqra , Muzaffar Usman
Published: February 2025

Trichothecenes, pose significant health risks to humans and animals by contaminating food and feed. These toxins are classified into Type A and Type B. Type A trichothecenes are commonly detected in various food matrices, while Type B trichothecenes contaminate crops and are linked to alimentary toxicities, including emetic reactions. Advanced detection methods such as liquid chromatography-tandem mass spectrometry are widely used. Biological controls, such as Debaryomyces hansenii, have shown promise, reducing toxin content and suppressing pathogen spread. Trichothecenes exhibit ribotoxic, pro-inflammatory, and cytotoxic effects, making their management a critical focus in food safety. This review comprehensively explores detection techniques, management strategies, and the impact of trichothecene contamination on human health, emphasizing its relevance in public policy and food security.
The Influence of Workload and Compensation on Employee Performance with Job Satisfaction as a Mediation Variable (Case Research on PT. IT Infrastructure)
Authors: Perdian Sandi , Iqbal M. Ali
Published: February 2025

This research is intended to investigate what factors cause employee performance, including:  workload, compensation and job satisfaction. The research also intends to analyze the influence of workload and compensation on job satisfaction as well as analyze how job satisfaction can mediate the impact of workload and compensation on employee achievement. The research technique used is quantitative with SEM-PLS. The outcomes of the research are as follows: workload has a significant positive impact on employee performance ; compensation has a significant impact on employee performance;  job satisfaction does not have a significant impact on employee performance; workload has a significant positive impact on job satisfaction; compensation has a positive and significant impact on job satisfaction; job satisfaction does not mediate the workload on employee performance;  Job satisfaction does not  mediate the impact of compensation on employee achievement.
Implementation of Disciplinary Character Education at the Integrated Islamic Kindergarten Imam Syafi’i and Integrated Islamic Kindergarten Bintang Qur'ani, Banjarmasin City
Authors: Noorainah Noorainah , Darmiyati Darmiyati , Sakerani Sakerani
Published: February 2025

This study aims to describe and analyze the management of character education learning discipline in Kindergarten. The results of the study show: 1). The implementation of Character Education is adjusted based on each curriculum; 2). The role of the Teacher is to prepare a teaching implementation plan, conduct learning and then carry out learning evaluations, 3). Obstacles in the Implementation of Character Education Discipline, namely: a). Motivation and support from parents, b). The need for direct practice by teachers when at school and repetition from parents, c). Involvement of everyone at home; 4). Evaluation in the implementation of education in three time periods: daily evaluation, monthly evaluation and semester evaluation.
Predictive Analysis of The National Defense Index (IBN) on National Resilience Using Classification and Regression Trees (CART) Method
Authors: Qotrunnada Farah Mufida , Budiyanto Setiyo , Wadjdi Achmad Farid
Published: February 2025

IBN (National Defense Index) is an important indicator in measuring public awareness and participation in maintaining the sovereignty and stability of the country. With the increasing complexity of challenges to national resilience, a predictive approach is needed to understand the relationship between IBN and other variables that influence national resilience. The CART method is used to identify patterns and determine significant variables that play a role in strengthening national resilience. Through this model, the study aims to provide deeper insight for the formulation of more effective policies in building strong national resilience. The results of the study were obtained by identifying factors that influence the National Defense Index (IBN). The results of this study are expected to be a consideration for the basis for strategic policies in achieving the great goal of Indonesia Emas 2045 as a strong, sovereign, and sustainable country.
Diffusion Analysis of Innovation in the Implementation of Hygiene Programs: A Case Study of the Bangkalan Initiative
Authors: Dawam Aulia , Subroto Waspodo Tjipto , Sakti Norida Canda
Published: February 2025

This study aims to analyze the process of diffusion of innovation in the implementation of hygiene programs in Bangkalan Regency, to understand how hygiene innovations are accepted and adopted by the local community as well as the challenges faced in the cleanliness program implemented by the Bangkalan Initiative Community, to find out how much influence the success and failure of diffusion of hygiene innovations, including public awareness, limitations of infrastructure,  and participation in environmental cleanliness programs. This study uses a descriptive method with a qualitative research type. The types and sources of information used in this study are using 2 types, namely primary data and secondary data. Initial information obtained from the first source of information or field hands, then we obtained this secondary information based on observations from podcasts along with documentation on Bangkalan social media initiatives such as: YouTobe, Instagram, and Tik Tok. The results of the study show that although there are a number of efforts to increase public awareness and provide hygiene facilities, the low level of community participation and limited human resources (HR) are still the main obstacles. Therefore, a more interactive innovation diffusion strategy that involves direct community participation in each stage of the program is urgently needed to increase the effectiveness and reach the cleanliness program in Bangkalan. This study provides recommendations for improvements in the design and implementation of a more inclusive and sustainable hygiene program. The Bangkalan program initiative has a great impact in the field of cleanliness, especially the Bangkalan community. The first step in the process of diffusion of innovation in the Bangkalan cleanliness initiative is the role of education, especially educators, which is the main factor.
The Influence of Market Orientation and Product Innovation on the Marketing Performance of Fashion SMEs in South Tangerang City
Authors: Kencana Putri Nilam , Diposumarto Ngadino Surip , Farradia Yuary
Published: February 2025

The purpose of this study is to investigate how product innovation and market orientation affect the marketing performance of fashion SMEs in South Tangerang City. The research employed an associative methodology, with a population comprising 112 fashion SMEs in the area. Data analysis methods included correlation coefficients, coefficients of determination, partial t-tests, simultaneous F-tests, simple linear regression, and multiple linear regression. The findings demonstrate that market orientation significantly and favorably affects marketing performance, as shown by the basic linear regression equation.Y = 23.735 + 0.422X. The correlation coefficient is 0.868 (very strong), with a determination coefficient of 75.4%. Furthermore, t-value (tcount) is 18.357, exceeding the t-table value of 1.981 with a significance level of 0.000 (<0.05). Similarly, product innovation has a positive and significant effect on marketing performance, demonstrated by the equation Y = 23.272 + 0.434X. The correlation coefficient is 0.769 (strong), and the determination coefficient is 59.1%. The t-value (tcount) is 12.619, greater than the t-table value of 1.981 with a significance level of 0.000 (<0.05). Simultaneously, market orientation and product innovation together positively and significantly affect marketing performance, supported by the multiple linear regression equation Y = 22.535 + 0.345X1 + 0.111X2. The correlation coefficient is 0.876 (very strong), with a determination coefficient of 76.7%. The F-value (Fcount) is 179.885, exceeding the F-table value of 3.93 with a significance level of 0.000 (<0.05).
Artificial Intelligence in Finance: Predictive Analytics, Fraud Detection, and Risk Management in 2024
Authors: Kacheru Goutham , Bajjuru Rohit , Arthan Nagaraju
Published: February 2025

AI is poised to be transformative across virtually all industries, and the financial sector has already experienced major impacts from AI in predictive analytics, fraud detection and risk management among others. This paper also describes the innovation of AI, machine learning and natural language processing (NLP) technologies and their availability in financial services in 2024. Its scope covers richer credit scoring models which harness predictive analytics to assess borrower performance, more sophisticated fraudulent activity detection frameworks that can identify suspicious transactions in real-time, and countless automated trading algorithms which can dynamically adapt to changing market behaviors. Moreover, Algorithms have also deployed in the way financial institutions are evaluating and handling second risk management; AIdriven Risk Management tools have been also there to facilitate decision making process for operational efficiency. We discuss these challenges, and also show how AI will be a crucial part of fundamentally transforming financial analysis from optimizing customer service interactions to stabilizing the economy.
Classification of Lung Diseases Using the Desicison Tree Method
Authors: Apandi Sopiyan , Nanang Nanang , Rosyani Perani , Nuraina Nuraina , Awaliyah Saiyah , Purnamawati Santi Ayu , Oktaviani Vera
Published: February 2025

This research develops a machine learning-based classification method to detect lung cancer early, with the aim of increasing the life expectancy of patients. Lung cancer diagnosis generally requires manual interpretation of CT (Computed Tomography) images, which is prone to human error and time consuming. The proposed method is the Genetic K-Nearest Neighbor (GKNN) algorithm, which combines the advantages of genetic algorithms in parameter optimization with the K-Nearest Neighbor (KNN) approach for classification. The dataset used comes from Kaggle, includes 309 entries with 16 features, and has gone through pre-processing to minimize noise and improve data quality. The GKNN model was compared with other algorithms such as Support Vector Machine (SVM), Random Forest, Artificial Neural Network (ANN), and Decision Tree. Results show that Decision Tree achieves the highest accuracy of 98.39%, while GKNN offers a reliable solution with 90% accuracy and a low false positive rate. The results of this study are expected to be a reference in the development of artificial intelligence-based systems for medical applications, supporting faster and more accurate clinical decision-making.
Analysis of Financial Management of Village-Owned Enterprises (BUMDes) Based on Government Regulation Number 11 of 2021 (Case Study in Niampak Village, Beo Selatan District, Talaud Islands Regency)
Authors: Maradesa Maya Veronicha , Tinangon Jantje J. , Kapojos Peter M.
Published: February 2025

This research aims to determine the financial management of the Village-Owned Enterprise (BUMDes) Tinarangen in Niampak Village, South Beo District, Talaud Islands Regency. The research method used is qualitative with descriptive analysis. Data collection techniques are observation, interviews, and documentation. The data sources in this research are primary and secondary data. This research is guided by Government Regulation No. 11 of 2021 concerning Village-Owned Enterprises, wich seen from the process of planning, implementation, and accountability. The result of the research show that (1) Planning at BUMDes Tinarangen is discussed and agreed upon during village meetings; (2) Implemetation of BUMDes Tinarangen are carried out by the operational executor, where the in recording records BUMDes Treasurer only records cash expenditures in the daily cash book, while cash income are not recorded. The financial reports are prepared by the BUMDes supervisor due to the Treasurer's limitations in preparing financial reports; (3) The accountability of BUMDes Tinarangen, since it started operating until now has only been to the BUMDes Supervisor and is only verbal accountability.
The Role of Social Media Usage and Knowlegde in the Banking Sector in South Jakarta
Authors: Putra Andreas Wahyu Gunawan , Hutama Rizvaldy Ananta , Aseanty Deasy
Published: February 2025

This study aims to analyze the effect of Work-related Social Media Usage, Social- related Social Media Usage and Knowledge Sharing on Employee Engagement on banking employees in South Jakarta. The independent variables are Work-related Social Media Usage and Social-related Social Media Usage. The intervening variable is Knowledge Sharing and the dependent variable is Employee Engagement. The research was conducted using purposive sampling method by taking samples using google form to employees who work in banking companies in South Jakarta. From the sampling, 157 samples were collected. Data analysing using AMOS applications with the Structural Equation Modeling (SEM) method. The results showed there was an influence on Work-related Social Media Usage, Social-related Social Media Usage and Knowledge Sharing on Employee Engagement to  support employee performance. There is no indirect effect of Work-related Social Media Usage and Social-related Social Media Usage on Employee Engagement through Knowledge Sharing. This research provides practical implications in increasing employee engagement using working using social media tools.
Journal of Lupus Disease Classification Study Using Naïve Bayes Method
Authors: Desyani Teti , Putra Bagas Mahendra , Haura Al , Juanda La , Ainun Vivi , Rosyani Perani
Published: February 2025

The chronic autoimmune illness known as systemic lupus erythematosus (SLE) is typified by tissue destruction in multiple organs and systemic inflammation. Diagnosing this condition might be difficult because of its varied and fluctuating clinical symptoms. The goal of this research is to use clinical and laboratory data to create a classification model for SLE diagnosis using the Naïve Bayes approach. Age, gender, clinical symptoms, and the outcomes of laboratory tests are among the information gathered for this study. This approach is crucial for helping with SLE management and early diagnosis. The Naïve Bayes model was used to assess and categorize these data according to the severity of the condition. The accuracy, precision, and recall measures were used in the study to evaluate the Naïve Bayes model. The outcomes demonstrated how well the Naïve Bayes algorithm can categorize SLE patients.
Use of Expert System in Determining Water Management in Agriculture with Methods: Fuzzy Logic and Rule-Based Decision Making
Authors: Saprudin Saprudin , Rosyani Perani , Putra Bagas Mahendra , Haura Al , Juanda La , Ainun Vivi
Published: February 2025

This project aims to develop an expert system to support agricultural water management using Fuzzy Logic and Rule-Based Decision Making methods. This system is important for improving agricultural yields and environmental sustainability, especially with the increasing demand for food and the impacts of climate change. Data was taken from Kaggle, including information on soil conditions, temperature, and rainfall. Data processing includes missing value removal, outlier detection, and splitting the data into 80% training and 20% testing. Fuzzy Logic was chosen because it is able to handle data uncertainty and provide accurate output regarding crop water requirements, while Rule-Based Decision Making utilizes expert knowledge-based rules for decision making. Simulation results show that the Fuzzy Logic model provides recommendations for water needs according to actual conditions, with high responsiveness to soil moisture and temperature. The system is expected to be a tool to assist farmers in decision-making, increase agricultural productivity, and support water sustainability. This research contributes to the development of expert systems in agriculture and natural resource management based on modern technology.
The Effect of on the Job Training Experience and Motivation on Job Readiness of Diploma Three Cadets at the Indonesia Civil Pilot Academy of Banyuwangi
Authors: Anggraini Naulia , Prayitno Hadi , Setiawan Rochmad
Published: February 2025

On the Job Training is a provision of knowledge through motivation that encourages mature work readiness. The purpose of the study is to see how API Banyuwangi three-year diploma programme cadets are prepared, especially motivation and job training. By distributing it to 26 samples of cadets and using SPSS 29 software. The collected data were subjected to validity test, reliability test, multiple regression analysis, hypothesis test, coefficient of determination analysis, and classical assumption test. The study found that On the Job Training is influenced by motivation, both separately and in combination have little effect on work preparation. That is, motivation and On the Job Training amounted to 8.7%, while other variables amounted to 91.3%. This study aims to support academics in improving job training programmes and to obtain more reliable results, it is recommended that future studies involve more people and collect larger sample sizes.
Nutrients in Matoa for Health and Exercise Performance: A Literature Study
Authors: Mandosir Yohanis Manfred , Prasetyo Yudik , Suhartini Bernadeta , Kristanto Budi
Published: February 2025

Matoa is an endemic plant in Indonesia that has great potential in the health sector. This study aims to examine the antioxidant potential of matoa through a narrative review approach. The literature search method was carried out on the Google Scholar and Research Gate databases with the keywords "matoa", "immunity", "health" and "exercise performance" limited to the last 10 years of publication. Of the 65 articles identified, 9 met the inclusion criteria for in-depth analysis. The results showed that matoa contained various bioactive compounds, especially phenolic groups that played a role in antioxidant, anti-inflammatory, cardiovascular and exercise performance. The use of matoa has been developed in various forms, ranging from health supplements to functional food products. This study also identifies the need for further research related to long-term safety evaluation and clinical validation to optimize the use of matoa in the health sector.
AIPowered Trust and Security: Enhancing ECommerce with Blockchain and Machine Learning
Authors: Ahmed Nisher , Hossain Md Emran , Hossain Zakir , Kabir Md Farhad , Hossain Iffat Sania
Published: February 2025

The ecommerce wave we saw over the years, not just added more opportunities, but added more challenges, especially in the area of trust and security. Fraud, data theft and a lack of transparency remain causes for concern for both businesses and consumers. This paper explores new possibilities of using blockchain and machine learning in designing a robust Artificial Intelligence (AI)based secure ecommerce ecosystem. The immutability of data, transparency, and decentralized control of blockchain act against counterfeit products, payment fraud, and integrity of supply chains. In parallel, machine learning algorithms provides realtime threat detection, predictive analytics, and personalized security measures to detect and counteract threats preemptively. The solution that is proposed leverages the benefits of these technologies to enhance trust among all parties involved, improve operational efficiency, and offer a more secure and trustworthy ecommerce environment. We address the underlying tech stack, realworld application, and next steps in leveraging the convergence of blockchain and ML technologies to transform ecommerce security for a clean and secure digital market.
Effect of SS316L Plate’s Surface Texture on Hydrogen Production of HHO Generator for Defence Application in Remote Locations
Authors: Sinurat Michael Tulus Samuel , Ansori Ansori , Aritonang Sovian , Repi Viktor Vekky Ronald , Ridhwan Asmawi Marullah
Published: February 2025

The research aims to determine if surface texture of HHO generator’s electrode plate affect hydrogen production, and which of 4 tested surface textures gives the best performances. Electrolytes used is KOH with variation in concentration of 10, 20, 30, 40, 50, and 60 g/L. Testing is done by running the generator to produce 1 L of hydrogen, with the tested parameter being current, electrolytes temperatures, and time required. Data is measured in 2 waves: the first wave is 30 measurements with the generator always on, and the second wave is 30 measurements with the generator turned off for 10 seconds between measurements. The average, standard deviations, and correlation coefficients is compared to determine the best surface texture.
Analysis of Learning Outcome Indicator Completion through Verification of Concept Maps and Mind Maps in the Discovery Learning Model
Authors: Yunus Muhammad , Islawati Islawati , Auliah Army
Published: February 2025

A less systematic conceptual understanding can hinder the completion of student learning outcomes. This study aims to compare the verification of concept maps and mind maps in improving student understanding in the Discovery Learning model. The method used is descriptive comparative, with two experimental groups each using concept maps and mind maps. The research process includes pretest, intervention with verification, posttest, and student reflection. Data collection was carried out through learning outcome tests, assessment rubrics, and observations. The results of the study showed that concept maps support more systematic understanding, while mind maps are more effective in developing flexibility of thinking. The verification process plays a role in correcting students' conceptual errors. These findings provide insight for educators to adjust learning methods to improve learning outcomes.
Growth and Production of Shallots (Allium cepa L. Aggregatum group) in Highlands with Organic Fertilizer Treatment
Authors: Simatupang Lambok , Siregar Rolan
Published: February 2025

The objective of this study was to assess the growth and yield of upland shallots (Allium cepa L. Aggregatum group) with organic fertilizer treatments. A Factorial Randomized Block Design (RAK) with two factors and three replications was applied. The first factor was the application of eucalyptus leaf litter bokashi, with four levels: S0 (0 kg/plot), S1 (3 kg/plot), S2 (5 kg/plot), and S3 (7 kg/plot). The second factor was the application of liquid organic fertilizer (POC) from cow urine, with four levels: U0 (0 ml/plant), U1 (100 ml/plant), U2 (200 ml/plant), and U3 (300 ml/plant). The parameters measured included plant height (cm), leaf count (strands), fresh tuber weight per plot (g), and dry economic tuber weight per plot (g). The results indicated that the combination of eucalyptus leaf litter bokashi and cow urine POC had a significant effect on the growth and yield of shallots. The highest vegetative growth was recorded with a plant height of 49.82 cm at an organic fertilizer application rate of 3.52 kg/plot and POC of 100 ml/plant. The maximum number of leaves reached 46.09 strands with an organic fertilizer dose of 3.85 kg/plot and POC of 269 ml/plant. The highest fresh tuber weight per plot was 2,132.82 g with 4.44 kg/plot of organic fertilizer and 284 ml/plant of POC, while the maximum dry economic tuber weight per plot was 1,916.99 g at an organic fertilizer dose of 3.87 kg/plot and POC application of 295 ml/plant.
Intention to Stay Indonesian Volunteers: The Effect of Autonomy, Competence, Relatedness, Satisfaction and Spirituality
Authors: Famdale Christabel Cheryl , Widyarini Lydia Ari , Louis Aloysius Widyawan
Published: February 2025

The trend of volunteering increases from year to year in the world, but the challanges of retaining volunteers increased because it depends solely on their intent to stay. Therefore, volunteer satisfaction needs to be achieved. Self Determination Theory (SDT) offers three dimensions, namely autonomy, competence, and connectedness to elaborate individual's intrinsic motivation to feel satisfied. When these three needs are met, theoretically a person will feel satisfied at work. This research aims to examine and analyze the influence of fulfilling their psychological needs on job satisfaction thus satisfied volunteers are more willing to stay longer and see how work spirituality influences this relationship. The research results show that there is a significant influence between job satisfaction and intention to stay.
Evaluating the Human Factor in Bank Cybersecurity: Strategies for Improving Employee Awareness and Reducing Insider Threats
Authors: Raza Md. Adil , Hossain Mohammad Amir , Mahjabeen Farhana , Rahman Jami Yaseer , Rahman Taqi Yaseer
Published: February 2025

The human factor proves to be a considerable weakness in the banking security infrastructure even when advanced cybersecurity technologies are being implemented by various banks. Breaches involving employees have been a huge factor in bank cybersecurity issues this research, look at the impact of employees in bank security, and how breaches have an insidious human behavior element. It notes risks like phishing attacks, negligence and intentional insider threats and heavy strategies need to respond to these risks. The research shows employing targeted awareness programs, continuous training, and behavioural analytics bases can help organizations reduce such humanrelated vulnerabilities through a combination of case studies, employee surveys and expert consultations. It also addresses the adoption of Zero Trust Architecture and continuous monitoring of activities to detect and prevent insider threats. Fostering employee awareness and building a culture of security will protect banks from both outside and inside cybersecurity threats. It helps derive actionable findings to create a resilient humancentric cybersecurity structure in the banking domain.
The Influence of Innovative Learning Management on the Numeration Skills of Primary School Students in Medan City
Authors: Lisnasari Srie Faizah , Jainab Jainab , Datten Datten , Pelista Pelista
Published: February 2025

This study was motivated by the low numeracy skills of students in Medan City, which reached only 50% in 2020 and increased to 62% in 2024. One contributing factor is the lack of variety in teaching methods and unengaging learning media, highlighting the need for innovative approaches to enhance students' numeracy skills. This study aims to analyze the impact of innovative teaching methods, such as environment-based gamification, digital educational games, and place value board media, on elementary school students' numeracy abilities. Using a quantitative method with a quasi-experimental design, this research involved 105 first and fifth-grade students from several elementary schools in Medan City. The findings indicate that innovative methods significantly improved students’ numeracy skills. At UPT SD Negeri 064026 Medan Tuntungan, the application of place value board media increased the post-test scores of Class V-A from 44.17 to 78.5 and Class V-B from 42.97 to 87.4 (t-value 2.63 > t-table 1.68). At UPT SDN 060972 Simalingkar B, digital educational games raised the experimental class score from 32 to 89.09 (t-value 2.97 > t-table 2.021). Meanwhile, in Class I of UPT SD Negeri 064026, the environment-based gamification method increased Class 1A’s score from 57 to 78.5 and Class 1B’s score from 44 to 88.25 (t-value 2.09 > t-table 2.04). Thus, innovative teaching methods significantly impact the improvement of elementary students’ numeracy skills in Medan City.
The Influence of Job Stress, Organizational Commitment and Compensation on Nurse Retention in General Hospital Sinar Husni Medan
Authors: Pohan Yuli Arnida , Brina Melda , Siahaan Maya , Chandra Kuandi , Sanjaya Mega , Tanady Darwan
Published: February 2025

Nurse Retention is the company's ability to retain employees who have the potential to remain loyal to the company for a longer period of time. This study aims to determine the effect, work stress, organizational commitment compensation on nurse retention in hospitals. This research is a quantitative study with an associative approach. The population of this study amounted to 80 nurses. In this study, the sample taken was all nurses who were the target of the study, totaling 80 nurses. This study uses multiple linear regression analysis tools equipped with classical assumption tests. Partial analysis results show that job stress, compensation and organizational commitment have a significant effect on nurse retention.
The Multifaceted Contributions and Influence of Women during the French Revolution
Authors: Aminzai Wafiullah , Dainsh Mohibullah , Safi Jamshed
Published: February 2025

This paper examines the status and role of women during the French Revolution. The objective of this research is to analyze how women participated in various spheres, including political, social, and cultural activities, during this transformative period. Utilizing historical documents, literature, and feminist critiques, the findings highlight the increasing social and political influence of women while also addressing the limitations they faced. Ultimately, this paper concludes that despite their significant contributions, women’s rights were repressed after the revolution, necessitating greater recognition of their role in historical narratives.
The Influence of the Local Wisdom-Based Pancasila Student Profile (P5) Strengthening Project on Student Entrepreneurship Skills
Authors: Waty Arlyana Marhaendra , Syarifuddin  , Nurdin
Published: February 2025

This study aims to 1) examine the implementation of the Strengthening Pancasila Student Profile Project (P5) based on local wisdom for Grade IV students of UPT SPF SDN Mangkura IV, 2) assess entrepreneurial skills of Grade IV students, and 3) analyze the influence of P5 on entrepreneurial skills. Using a quantitative approach, the research involved 39 students selected through saturated sampling. Data collection methods included questionnaires, observation, and documentation, analyzed using t-tests. Results reveal the P5 implementation faces challenges in planning, coordination, and assessment. Despite these, students demonstrated excellent entrepreneurial skills. Statistical analysis confirmed a positive and significant effect of P5 on entrepreneurial skills, with a t-value of 5.680 (p < 0.05), suggesting its efficacy in enhancing entrepreneurship education.