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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.
Arjuna Subject : -
Articles 83 Documents
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Search results for , issue "Vol 8, No 1.1 (2024)" : 83 Documents clear
Transforming Learning in Primary Schools: The Role of AI and Flipped Classroom-based Apps Rindaningsih, Ida; Mustaqim, Ilmawan; Indra, Ika Ratna; Astuti, Ruli
International Journal of Artificial Intelligence Research Vol 8, No 1.1 (2024)
Publisher : Universitas Dharma Wacana

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29099/ijair.v8i1.1.1371

Abstract

In today's digital era, the flipped classroom is gaining popularity for its ability to increase student engagement and meaningful learning. In the flipped classroom, there are learning videos and assignments given to students to study at home. For this reason, a simple and adaptive application is needed for students to use. Referring to this, it is known that in several regions in Indonesia there are still schools and communities that are not adaptive to technological developments and are still considered complicated and confusing. For this reason, this article aims to test the effectiveness of flipped classroom-based learning applications by applying joyfull learning for elementary school students. This research uses a quasiexperimental version of the control group design, the factorial analysis technique of 2x2 nonequivalent design used Analysis of Variance (ANOVA). The results showed that there was a very significant difference in learning outcomes for Aqidah akhlak subjects in the experimental class and control class. And there is an interaction between Joyfull learning and Flipped classroom application based on Flipped classroom on student learning outcomes. The findings of this study are that the kelasbalik.id application is very adaptive for teachers, parents, and students who are gaptek so that it can improve students' learning experience
The Influence of Internal Control Systems and Financial Managers' Competence on Local Government Financial Report Quality with Internal Transparency as a Mediator Darmono, Darmono; Ramdiska, Rizki; Sappewali, Badriah; Perdana Kusuma Putra, Aditya Halim
International Journal of Artificial Intelligence Research Vol 8, No 1.1 (2024)
Publisher : Universitas Dharma Wacana

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29099/ijair.v8i1.1.1384

Abstract

This research aims to develop a model for improving the financial quality of local governments through internal transparency with independent variables of the internal control sistem and the competence of financial officials. This type of research is an explanatory research with data sources using primary and secondary data. The primary data in this study includes the perception of financial management officials related to the internal control sistem, the competence of financial management officials, internal transparency, and the quality of local government financial reports. Secondary data includes the identity of the respondents obtained from the SKPD of the Berau Regency Regional Government and literature review as a reference for literature related to the research. The population of this study is the Regional Apparatus Work Unit (SKPD) of the Regional Government of Berau Regency with 46 SKPDs. The sampling method of this study uses a saturated sample technique (census) with each SKPD represented by 3 respondents so that the total sample is 138 respondents. The analysis technique of this study uses an alternative method of Structural Equational Modelling (SEM) using AMOS Software. The results of this study show that  the internal control sistem and the competence of financial management officials have a significant positive effect on internal transparency. The internal control sistem has a positive and significant effect on the quality of local government financial reports and the competence of financial management officials has a positive but not significant effect on the quality of local government financial statements. Internal transparency has a significant positive effect on the quality of local government financial statements. The internal control sistem and the competence of financial management officials on the quality of local government financial reports through internal transparency have an indirect and significant influence.
OVERVIEW OF THE PLANNING DOCUMENT STRUCTURE AS A TOOL FOR LOCAL GOVERNMENT PERFORMANCE MEASUREMENT AND RISK MANAGEMENT Erafat, Yasiir; Lestari, Winda Rika
International Journal of Artificial Intelligence Research Vol 8, No 1.1 (2024)
Publisher : Universitas Dharma Wacana

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29099/ijair.v8i1.1.1353

Abstract

Local governments have a noble role in providing direct services felt by the community regarding basic needs such as civil registration services for primary and secondary education, health care, etc. by paying attention to the synchronization of policies at the central and provincial government levels. To ensure the effectiveness of the execution of these functions, local governments should adopt a performance management and risk management approach as formulated in applicable laws and regulations to improve the quality of strategic management in line with the principles of good governance. Based on these matters, by taking into account the applicable laws and regulations and taking into account the span of control of local government organizations, it is very necessary to identify detailed activities and/or end products documented in the annual planning document, especially at the Regional Apparatus Organization (OPD) level, detailed activities and/or end products describe in detail the sub-activities and sub-activity indicators, the identification and documentation can improve the quality of the OPD annual planning document as a living document, because it is not only used as a basis for measuring performance, but also as an input in identifying and analyzing risks at the operational level in achieving performance objectives at the sub-activity level, and can be used as an input in ensuring the cascade preparation of performance agreements from both the strategic level and the operational level. The methodology of this research uses a descriptive qualitative approach focusing on the Statute Approach and the Conceptual Approach
Factors Influencing Sharia Property Purchase Decisions: Tasnim Property Case Study Setiawan, Budi Susilo; Asnawi, Yudha Heryawan; Hartono, Sri
International Journal of Artificial Intelligence Research Vol 8, No 1.1 (2024)
Publisher : Universitas Dharma Wacana

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29099/ijair.v8i1.1.1415

Abstract

Study This aiming For analyze influence product, price,location, promotion, word of mouth, style life, technology and information to interest buy and decision purchase Sharia property at Tasnim Property, as well as role interest buy as intervening variable. Research done use approach quantitative with voluntary sampling technique. A total of 195 respondents who had do survey to Tasnim Property office fills online questionnaire. Data was analyzed using SEM-PLS version 4. Research results show that variable product, price, promotion,word of mouth, style life and technology influential significant to interest buy. However, the location and information No influential significant. Product, price,promotion, and word of mouth also have an influence. significant to decision purchase, while location, style life,technology and information no. Interest in buying own influence significant to decision purchase. In No direct,variable product, price, promotion, word of mouth, style life,and technology also influences decision purchase through interest buy. Implications managerial from study This that is the need for segmentation, targeting, and positioning (STP) strategies and optimization influential variables significant to decision purchase, namely products, prices, promotions, and word of mouth
The Influence of Product Design through (Online Customer Review) on Purchase Decisions at Korean Beauty Shop on the Shopee Platform DS, Yudha Mahrom; Herudiansyah, Gumar; Sary, Maretha Puspita
International Journal of Artificial Intelligence Research Vol 8, No 1.1 (2024)
Publisher : Universitas Dharma Wacana

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29099/ijair.v8i1.1.1336

Abstract

The purpose of this research is to analyze Korean Beauty Shop's Shopee evaluations in order to draw conclusions about the impact of product design on consumers' final purchasing decisions. One hundred participants were chosen for this study using a purposive sampling method that does not rely on randomness. Numerous linear regressions are employed in the analysis. Research shows that Korean Beauty Shop's product design (as evaluated by online reviews) has a substantial impact on Shopee shoppers' decisions to buy Korean Beauty Shop products. A determination coefficient value of 65.4% indicates that product design (in the form of online customer evaluations) can influence changes in purchase decisions
Evaluation of VGG16 Performance in Multi-Input and Multi-Class Classification of Toraja Buffalo Breeds Manga’, Abdul Rachman; Nanda, As'syahrin; Salim, Yulita
International Journal of Artificial Intelligence Research Vol 8, No 1.1 (2024)
Publisher : Universitas Dharma Wacana

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29099/ijair.v8i1.1.1203

Abstract

Traditional image classification research has focused on single-input and multiclass approaches. However, these approaches often fail to capture the complexity and diversity of real-world image data. To address the complexity and more diverse variation in data, as well as to improve the classification accuracy of various categories, a multi-input image approach is utilized. With a multi-input multi-class approach, a Transfer Learning model based on VGG16 is trained to identify objects from various perspectives and classify them into one of many predefined classes. The VGG16 architecture in the multi-input and multi-class classification of Toraja Buffalo breeds demonstrates excellent results with an average accuracy of 93.33%. The "Kerbau Lotong Boko" and "Kerbau Bonga Ulu" classes achieved 100% accuracy, while other classes showed high precision, recall, and F1 scores. Despite fluctuations in accuracy and loss during training, the model successfully achieved good convergence and generalization. This research is significant in the field of image classification by introducing a multi-input method capable of capturing richer and more diverse information from complex objects such as Toraja buffalo. It demonstrates that CNN architectures like VGG16 can be adapted to handle more complex classification tasks using a multi-input approach.
The Impact Of Transformational Leadership On Energy Innovation: A Review From The Viewpoint Of The Consumer Saefullah, Aep; Hidayatullah, Syarif; Fadli, Ahmad; Candra, Hendra
International Journal of Artificial Intelligence Research Vol 8, No 1.1 (2024)
Publisher : Universitas Dharma Wacana

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29099/ijair.v8i1.1.1357

Abstract

In the contemporary era, the topic of energy innovation is gaining significant importance. Consumers, as end-users of energy, play a crucial role in propelling advancements in this field. This study investigates the impact of transformational leadership on energy innovation from the perspective of consumers. The primary objective is to ascertain how transformational leadership influences energy innovation as perceived by consumers. Employing a descriptive qualitative methodology, this research focuses on five consumers representing the general public of energy users. Data were collected through literature reviews, interviews, and observations conducted over a two-month period from March to April 2024. The findings indicate that consumers highly value energy innovation, particularly regarding its efficiency, sustainability, and environmental impact. These insights reveal that sustainability not only shapes product perceptions but also drives purchasing decisions and enhances consumer loyalty. Sustainability has become a pivotal factor in consumer buying choices, influencing their perception of value and satisfaction with products. Furthermore, by integrating technological innovation with ethical practices and transparent, effective sustainability policies, companies can secure long-term trust and support from their customers. This research provides critical insights into the intersection of transformational leadership and energy innovation from a consumer standpoint. It offers valuable implications for governments and corporations in formulating strategies that promote sustainable energy innovation. Ultimately, this study aims to contribute to the advancement of energy innovation by encouraging leadership practices that align with consumer expectations for sustainability, ethical business operations, and transparency
Analysis Effectiveness Sale Using E-Commerce in the Digital Age: A Case Study on Generation Millennials Prayoga, Rahmat; Sani, Indra; KN, Nurwijayanti; Febrian, Wenny Desty; Suhara, Ade
International Journal of Artificial Intelligence Research Vol 8, No 1.1 (2024)
Publisher : Universitas Dharma Wacana

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29099/ijair.v8i1.1.1344

Abstract

The purpose of study This For analyze How the use of e-commerce can increase effectiveness sale to generation millennials in the digital age. With focus on two variables independent main , namely e-commerce platforms and digital marketing strategies, research This will to study How factors the influence variable dependent , namely effectiveness sales . Data collection methods used in study This is methodology survey . Author use approach study quantitative , especially cross-sectional models, based on developmental models or growth . Approach This aiming For collect comprehensive data with fast and descriptive development individual from time to time . The target population consists of from 500 students from various campus private sector in Jakarta, with group target specific is 120 students from several programs on campus this . Size sample of 120 students chosen using total sampling, where the size sample The same with size target population. From the hypothesis First until third results calculations assisted by SemPLS that There is influence significant and positive , then Success in leveraging e- commerce platforms and digital marketing strategies depends on a deep understanding of market and consumer dynamics, as well as the ability to adapt and optimize strategies according to platform characteristics and desired business goals . Considering the characteristics and preferences of the millennial generation who focus on technology, user experience, and trust, it is important for businesses and e- commerce platforms to continue to develop relevant and sustainable strategies. This will not only allow for increased sales conversions and brand awareness, but also to maintain customer loyalty in an increasingly competitive and dynamic market.
Factors Influencing Customer Satisfaction and Their Impact on Customer Loyalty Septiano, Renil; Defit, Sarjon; Yulasmi, Yulasmi; Limakrisna, Nandan; Lusiana, Lusiana
International Journal of Artificial Intelligence Research Vol 8, No 1.1 (2024)
Publisher : Universitas Dharma Wacana

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29099/ijair.v8i1.1.1351

Abstract

Workshop customers, known as unit entry by the automotive world, are one of the sources of revenue for automotive companies. Workshop unit entry is related to customer loyalty. The study aims to determine the relationship between perceived price on customer loyalty through customer satisfaction in auto repair shops customers. A quantitative approach is used as a research approach. Data were collected by questionnaire. The collected data were analyzed to determine the effect between variables, and the analysis technique was Partial Least Square (PLS). The research was conducted at Auto2000 West Sumatra. The research subjects are Auto2000 consumers who use workshop services. The object of research is a review of the influence of perceived price on customer loyalty with customer satisfaction as mediation. The sampling technique is purposive sampling. The results showed that Customer satisfaction can mediate the effect of perceived price on customer loyalty of consumers who use Auto2000 workshop services. 
Analysis Of The Results Of The Implementation Of The Curriculum Development Acceleration And Learning Assistance Program In Higher Education To Support Independent Independent Campus In Indonesia Putra, Pradipta Hendrawan; Dikdik, Asep; Aedi, Nur; Nurdin, Didin
International Journal of Artificial Intelligence Research Vol 8, No 1.1 (2024)
Publisher : Universitas Dharma Wacana

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29099/ijair.v8i1.1.1358

Abstract

This study aims to describe the results of the implementation of the Higher Education Curriculum and Learning Acceleration Assistance Program Supporting Independent Independent Campus implemented by the Directorate of Learning and Student Affairs, Directorate General of Higher Education, Research, and Technology, Ministry of Education, Culture, Research, and Technology. This study uses a qualitative methodology with a descriptive approach using data collection techniques through surveys and documentation studies of program results that have been reported by program recipients to the Directorate of Learning and Student Affairs as the program implementer. The results of the study show that this assistance program greatly assists study programs in reorienting their curriculum to implement the Independent Learning-Independent Campus (MBKM) program independently through various collaborations carried out by related partners. Thanks to this assistance program, all study programs receiving assistance have curriculum documents that support the implementation of the MBKM program. The form of learning activities most often designed and implemented by recipients of assistance is internships/work practices, followed by student exchange activities and teaching in schools. This assistance program needs to be continuously developed every year to be able to accelerate the implementation of the MBKM program in higher education through curriculum development and independent implementation of the MBKM program

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