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International Journal of Artificial Intelligence Research
Published by STMIK Dharma Wacana
ISSN : -     EISSN : 25797298     DOI : -
Core Subject : Science, Engineering,
Computer Science & IT Electrical & Electronics Engineering
International Journal Of Artificial Intelligence Research (IJAIR) is a peer-reviewed open-access journal. The journal invites scientists and engineers throughout the world to exchange and disseminate theoretical and practice-oriented topics of Artificial intelligent Research which covers four (4) majors areas of research that includes 1) Machine Learning and Soft Computing, 2) Data Mining & Big Data Analytics, 3) Computer Vision and Pattern Recognition, and 4) Automated reasoning. Submitted papers must be written in English for initial review stage by editors and further review process by minimum two international reviewers.
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Articles 61 Documents
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Search results for , issue "Vol 9, No 1.1 (2025)" : 61 Documents clear
STRATEGIC MODEL OF LEARNING IMPLEMENTATION OF MISSION-BASED MBKM, ACADEMIC LEADERSHIP, COLLABORATION, COMMITMENT, AND SUSTAINABILITY WITH THE INFLUENCE OF INFORMATION TECHNOLOGY IN HIGH SCHOOLS Dunan, Hendri; Sanusi, Anuar; AA, Iskandar; Hairani, Tuti
International Journal of Artificial Intelligence Research Vol 9, No 1.1 (2025)
Publisher : Universitas Dharma Wacana

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29099/ijair.v9i1.1.1473

Abstract

This research aims to develop and analyze a strategy model for implementing MBKM learning, namely university mission, academic leadership, collaboration, commitment, and sustainability, as well as the impact of the use of information technology. The research results show that leadership and information technology variables are strategic variablesfor improving learning strategies. This is because the research results of these variables have a significant influence. Meanwhile, information technology variables are not effective as moderatorvariablesontherelationshipbetweencommitmentandlearningstrategiesbecause the research results have a weak and negative influence. Collaboration and commitment variables are appropriate variables for learning strategies. This collaboration variable has a positive and significant influence on learning strategies in the context of this research, meaning that collaboration plays an important role in influencing learning strategies. Commitment is a very important factor in influencing learning strategies. Learning strategy variableshaveasignificantpositiveinfluenceonsustainabilityinthiscasethroughlearning strategies, which have been proven to have a significant positive impact on sustainability however,itisimportanttocontinuetocarryoutfurtherresearchanddevelopmenttosupport sustainability efforts on an ongoing basis. The information technology variable has a significant influence as a moderator on the relationship between learning strategies and sustainability, meaning that the interaction between learning strategies and information technologyappearstohaveastrongandnegativeinfluenceonsustainability.Thekeyfactors are mission, academic leadership, collaboration, commitment, and sustainability, and it can help universities to more effectively adapt and implement MBKM policies to increase autonomy and flexibility in highereducation
Priority Strategy for Goat and Sheep Farming Development using IPA Sulistya, Danang Wicaksana; Asnawi, Yudha Hermawan; Saptono, Imam Teguh
International Journal of Artificial Intelligence Research Vol 9, No 1.1 (2025)
Publisher : Universitas Dharma Wacana

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29099/ijair.v9i1.1.1426

Abstract

Designing a business model for sustainable goat and sheep  farming is one of the keys to increasing productivity and competitiveness of the livestock sector in Indonesia. This article examines the formulation of a business model based on upstream-downstream integration using the Importance Performance Analysis (IPA) tool to identify priorities that need more attention in the development of goat and sheep farming. The IPA matrix is used to evaluate important components based on the Grand Design for National Goat and Sheep Development 2045 and the Guidelines for the Implementation of the Goat and Sheep Corporation Development Program of the Directorate General of PKH, Ministry of Agriculture. The results of the analysis show that aspects of providing quality feed, strengthening cultivation management, and developing market communication and education are priority areas that need to be optimized. In addition, market demand analysis and logistics systems also need to be improved to support efficient and timely product distribution. Formulating a business model that integrates the entire agribusiness chain can increase efficiency, strengthen competitiveness, and support national food security.
Optimizing Microstrip Antenna Miniaturization Using U-Slot and L-Slot Techniques for Enhanced L-Band Performance Harianto, Bambang Bagus; Suprapto, Yuyun; Pambudiyatno, Nyaris; Irfansyah, Ade
International Journal of Artificial Intelligence Research Vol 9, No 1.1 (2025)
Publisher : Universitas Dharma Wacana

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29099/ijair.v9i1.1.1466

Abstract

Rapid advances in wireless communication systems have increased the demand for compact and efficient antennas. This study presents the design and analysis of miniature microstrip antennas intended for applications in L-band frequencies. The antenna structure is based on a rectangular patch with modifications in the form of U-shaped slot (MRDPU) and L- shaped slot (MRDPL) configurations that aim to reduce the size of the antenna without sacrificing performance. The proposed antenna operates in the frequency range of 1,064 GHz to 1,562 GHz, with significant improvements in return loss values, bandwidth, and overall efficiency. Comparative analysis shows that the design with U-shaped slots (MRDPU) provides better miniaturization and performance compared to L-shaped slot designs (MRDPL). The U- shaped slot design achieves a return loss of -11.15 dB at 1.064 GHz, while the L-shaped slot design has a return loss of -10.907 dB at 1.206 GHz. Both configurations offer an effective solution for L-band frequency applications. The study highlights the potential of slot-based modifications in achieving antenna miniaturization without sacrificing important performance parameters.
The Influence Of Corporate Social Entrepreneurship (CSE) Program And Mentoring On Community Competence Through Community Development As An Intervening Variable In The Baduga Community In The Sports Sector Hilman, Ahmad Arief; Karunia, R Luki; Marwan, Jubery
International Journal of Artificial Intelligence Research Vol 9, No 1.1 (2025)
Publisher : Universitas Dharma Wacana

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29099/ijair.v9i1.1.1475

Abstract

This  study  investigates   The Influence of corporate Social  Entrepreneurship (CSE) Program And Mentoring on Community Competence Through Community Develeopment as an Intervening variable in The Baduga Community In The Sports Sector Indonesia. The concept of Corporate Social Entrepreneurship (CSE) has a role in encouraging the improvement of the economic welfare of the community, such as through the provision of competition programs and training in improving skills. In addition, it can encourage sustainable social innovation, increase community involvement and empowerment, accelerate social and infrastructure development and improve the reputation and sustainability of the company. The place of implementation of the research was carried out in the Baduga Sumedang Community environment, Sumedang Regency, West Java Province, which received the benefits of the Corporate Social Entrepreneurship (CSE) program of PT RPN. This research is classified into the type of explanatory research, namely research that intends to test and explain the relationship between independent variables (exogenous variables) and dependent variables (endogenous variables) (Sugiono, 2016). This study uses a hypothesis testing research design (Hypotheses Testing). This design was chosen because it will empirically test the influence between research variables. The sampling technique with the purposive sampling method was used to collect samples from the community. This method was chosen because it requires the determination of certain criteria for the sample to be targeted when distributing the research questionnaire (Taherdoost, 2016). The Isaac and Michael formula is used to determine the number of samples in purposive sampling with a tolerance of 10% error. This formula is used to calculate the number of samples needed. Based on the calculation of the Isaac and Michael formula mentioned above, the sample used for this study was 270 people who answered the questionnaire. Multiple regression analysis is used by researchers who intend to predict how the condition (rise and fall) of the dependent variable (criterion), where two or more independent variables as predictor factors are manipulated (increased or decreased in value). Multiple regression analysis is used by researchers who intend to predict the condition (up and down) of the dependent variable (criterium), where two or more independent variables are manipulated predictor factors (increasing and decreasing their values).
Website Based (We-Retag) as Chemical Foam Quality Tests Record on Foam Tender Vehicles Andayani, Thursina -; Zuliano, Arief -; Rusmana, Ganda -; Wirawan, Yani Yudha
International Journal of Artificial Intelligence Research Vol 9, No 1.1 (2025)
Publisher : Universitas Dharma Wacana

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29099/ijair.v9i1.1.1471

Abstract

This study aims to design a We-ReTag website (we enter record tag) which digitally able to record the outcomes of foam quality testing on foam tender vehicles more efficiently than logbooks or spreadsheets. In addition, this study also ensures that the website is designed to be easy to use (user-friendly) for inputting data on foam quality test results. A material expert and an IT expert who serves as a We-ReTag website validator are the study's subjects. The entire 36 (thirty-six) ARFF personnel at Sultan Mahmud Badaruddin II Airport Palembang are the subject of this website's design. This study used a waterfall model in conjunction with the research and development (R&D) approach. Starting with the requirements stage, this process moves on to desing, implementation, testing, and verification before coming to an end with maintenances. Thes result of study show that We-Retag website was highly appropriate for usage in ARFF unit of SMB II airport based on validation from IT and material specialist with average scale of 87%. In addition, the average scale obtained from the questionnaire filled out by ARFF personnel was 89 %. The benefit of this research is to increase the effectiveness in chemical foam quality test record and expected its usage can be disseminated to other airport throughout Indonesia in similar operational context.
Webcam Based Foreign Object Debris (FOD) Detection System to Support Airside Inspections with Image Processing Masyirianti, Jasmin; Hermala, Zusnita; Emiyani, Johny; Hariri, Ahmad
International Journal of Artificial Intelligence Research Vol 9, No 1.1 (2025)
Publisher : Universitas Dharma Wacana

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29099/ijair.v9i1.1.1465

Abstract

Ensuring that airside areas are free of Foreign Object Debris (FOD) is a critical activity in aviation, as FOD poses a significant threat to aircraft operations during takeoff and landing. This study aims to enhance FOD detection at Sultan Mahmud Badaruddin II Airport in Palembang by developing an automated detection system that utilizes image processing technology in combination with the YOLO algorithm. Traditional FOD detection methods rely heavily on manual inspections, which are often hampered by blind spots, time constraints, and human error. The proposed webcam-based system significantly improves accuracy and speed in identifying foreign objects, thereby contributing to flight safety by effectively reducing the presence of FOD on runways. By facilitating real-time detection, this research seeks to enhance operational safety, minimize risks of aircraft damage, and reduce costly delays, while also alleviating the burden on personnel. Utilizing the Research and Development (R&D) method based on the Borg and Gall model, the study progresses through seven stages. The developed technology successfully detects four types of FOD with reasonable accuracy: bird carcasses up to 5 meters away, paper up to 3 meters, and both metal and aggregate up to 2 meters. Feedback gathered from surveys distributed to airport technicians reveals a very satisfactory response regarding the device's performance. Ultimately, this technology aims to minimize the risk of FOD-related accidents, ensuring optimal safety for passengers and aircraft alike.
Strengthening the Financial Performance of MSMEs in Lamongan: Exploring the Relationship Between Digitalization, Financial Literacy, Product Development, Branding Capability and HR Quality with Sales Turnover as a Mediator Muhtarom, Abid
International Journal of Artificial Intelligence Research Vol 9, No 1.1 (2025)
Publisher : Universitas Dharma Wacana

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29099/ijair.v9i1.1.1442

Abstract

This research emphasizes the importance of internal factors in strengthening the financial performance of MSMEs and exploring potential mediation mechanisms through sales turnover.With a better understanding of this relationship, MSMEs in Lamongan Regency are expected to optimize their potential and adapt to the demands of the digital era.PLS SEM methodology.This research shows that factors such as digitalization, financial literacy, branding, and the quality of human resources have a significant impact on the financial performance and sales turnover of SMEs in Lamongan.However, some factors such as product development need more attention to improve their effectiveness.Sales turnover has also proven to be a significant mediator in the relationship between these factors and the financial performance of SMEs.The results of this study are expected to provide insights and practical recommendations for SMEs and other stakeholders to improve the financial performance of SMEs in Lamongan.
Microcontroller for Temperature Condition Monitoring Systems on Transformers: Enabling Predictive Maintenance for Aviation Amalia, Direstu; Ristumanda, Siti Salbiah; Sunardi, Sunardi; Martadinata, M. Indra
International Journal of Artificial Intelligence Research Vol 9, No 1.1 (2025)
Publisher : Universitas Dharma Wacana

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29099/ijair.v9i1.1.1459

Abstract

Airports heavily rely on stable electricity, with transformers as essential components for converting electrical voltage. High temperatures in transformers can cause degradation of the cooling oil, insulation damage, and a reduction in the transformer's lifespan that coul be degrade aviation safety standard. The incident on the transformer at SS2 Sultan Mahmud Badaruddin II Airport in Palembang due to overheating caused a significant impact on airport operations. This research aims to develop microcontroller technology to identify and predict potential issues in critical electrical components, particularly transformers, before failures occur and conduct the system testing. This effort is relevant to a safety strategy based on predictive maintenance to prevent accidents. This research using the fourth stage of the Maxim’s model of R&D method includes planning, development, and testing under conditions that resemble real-life situations. The research began by identifying needs through interviews and observations, which indicated the necessity of monitoring transformer temperature with early notifications and automatic exhaust fan control. The test results show that the system functions well in detecting temperature, activating the exhaust fan when the temperature reaches the threshold, and sending alarm notifications through the Blynk application. Suitability aspect testing indicate that the prototype received a positive response regarding functionality with an average score of 2.67, which falls into the valid feasibility category. It is expected to significantly contribute to developing microcontroller technology in safety, provide databased for predictive maintenance and offer practical solutions for improving the reliability and operational efficiency of electrical distribution systems at airports.
Omnichannel Customer Experience Model towards Customer Repurchase Intentions and Word of Mouth on Cellular Products Loyalty Teuku Dhani Al Ramdhani; Ratih Hurriyati; Heny Hendrayati; Mokh Adib Sultan
International Journal of Artificial Intelligence Research Vol 9, No 1.1 (2025)
Publisher : STMIK Dharma Wacana

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29099/ijair.v9i1.1.1418

Abstract

Customer loyalty to mobile products in Indonesia is influenced by various factors, including download speed, upload internet speed, latency, streaming, and browsing. This study aims to analyze the effect of Omnichannel Customer Experience (OCX) on Cellular Product Loyalty (CPL) through the mediation role of Customer Repurchase Intentions (CRI) and Word of Mouth (WoM). This study uses an explanatory survey design involving 384 mobile product users throughout Indonesia, who were selected using proportional sampling techniques. Data analysis was carried out using descriptive and verification methods, using Structural Equation Modeling - Partial Least Square (SEM-PLS) to test the relationship between variables. The findings of the study indicate that OCX does not have a direct effect on CPL, but must go through the mediation of CRI and WoM. Between the two mediators, WoM has a stronger influence than CRI, indicating that a positive omnichannel experience encourages customers to recommend products, ultimately increasing customer loyalty. The novelty of this research lies in simultaneously testing the relationship between OCX, CRI, and WoM on CPL in the context of the cellular industry, as well as identifying the more dominant mediation pathways in increasing customer loyalty. The implications of this research provide insights for telecommunications companies to focus more on omnichannel strategies that can improve customer experience and encourage Word of Mouth, as well as for the government in designing policies that support the digital ecosystem for the cellular industry in Indonesia.
Analysis of Pedestrian Facilities in Tambak Market Area, Cikande Banten Province Telly Rosdiyani; Bambang Hariyanto; Nurfadilah Nurfadilah
International Journal of Artificial Intelligence Research Vol 9, No 1.1 (2025)
Publisher : STMIK Dharma Wacana

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29099/ijair.v9i1.1.1443

Abstract

Pedestrian lanes or sidewalks are a place for pedestrians to carry out activities to provide services to pedestrians to feel safe, comfortable and avoid the risk of motor traffic. This study aims to maintain the characteristics of pedestrian movement, find out the level of pedestrian services on Cikande Pond Road, find out efforts that can be made to improve pedestrian road services on Cikande Pond Road. The method used was based on the 1995 Highway guidelines and the distribution of questionnaires to obtain respondent preferences. Results are obtained. Flow on the right side is 8.33 pedestrians/m/min while on the left side is 5.20 pedestrians/m/min, pedestrian speed is 37.62 m/min, Average Space Speed (Vs) is 3.322 m/min, density on the right side is 2.508 pedestrians/m2 while on the left side is 1.565 pedestrians/m2,  space (Space) on the right side is 0.399 m2/ped while on the left side is 0.639 m2/ped, the pedestrian ratio on the right side is 0.111 while on the left side is 0.069, the service level (LOS) includes the "C" level. so that improvement efforts can be carried out, including the arrangement of street vendors, the repair of pedestrian paths that are potholes or obstructed by illegal parking and the painting of longitudinal lines in the direction of the sidewalk so that it is easier for pedestrians to travel on the road.

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