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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 621 Documents
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Transformational Role of Computers in Education Management: Optimizing Learning Efficiency and Effectiveness Rosmiati Rosmiati; Akhmad Syahid; Idawati Idawati; Salim Hasan; Nur Setiawati; Muh. Azhar Burhanuddin
International Journal of Artificial Intelligence Research Vol 6, No 1.2 (2022)
Publisher : STMIK Dharma Wacana

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29099/ijair.v6i1.2.965

Abstract

This discussion addresses the role of teachers in the use of tablet computers in the context of eLearning, the advantages, and challenges of using eLearning, student learning outcomes, the influence of locus of control, the theory of planned behavior, and its managerial and theoretical implications. The use of tablet computers in learning provides new opportunities for teachers to engage students interactively and deeply. The advantages of using eLearning include better accessibility to learning resources and expansion of learning beyond the classroom. However, challenges such as unequal accessibility of technology require the role of teachers in ensuring equitable access for all students. The teacher's role in the use of tablet computers is a major determinant in student learning outcomes. Teachers must be able to observe and evaluate students' learning progress and use learning outcome data to improve learning. The influence of locus of control and the theory of planned behavior also plays a role in the use of tablet computers. Teachers can help students develop an internal locus of control and apply the principles of the theory of planned behavior to increase students' motivation and independence in learning. Managerial implications include the importance of training and development for teachers, development of educational policies that support the use of technology, and collaboration between educational institutions and stakeholders. Theoretical implications include the development of technology-based learning theory, motivation theory in the context of technology, and the application of planned behavior theory in the use of technology. The discussion provides a better understanding of the importance of the role of teachers, the use of tablet computers, innovative learning strategies, policy development, improving educational accessibility, and developing educational theories in the context of technology. Its managerial and theoretical implications provide guidance for educational managers and researchers to improve the quality of education and utilize technology effectively in the learning process.
Volume Determination of Symmetrical Object with Distance Parameter Using Linear Regression Method Suseno, Jatmiko Endro; Setyawan, Agus; Gunadi, Isnain
International Journal of Artificial Intelligence Research Vol 7, No 1 (2023): June 2023
Publisher : Universitas Dharma Wacana

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29099/ijair.v7i1.906

Abstract

The object’s volume is a consideration in determining the quantity of products such as eggs, fruit, piles of rice, or sand. This research aims to obtain a system for determining the volume of a symmetrical object using the linear regression method in real-time, faster, more effective, and more enjoyable. This research uses segmentation methods and linear regression to determine the volume of a symmetrical object. The objects are a pile of rice and eggs which have symmetrical shapes. The shape of the symmetry in each object is a cone for a pile of rice and an oval for an egg. The results of this research are a system of symmetrical object volume determination using the linear regression method with an accuracy score of 96.48% for piles of rice and 97.84% for an egg. This system has limitations, there are the volume value must be in the data range that has been trained and the camera phone must be the same.
Pandemics' Contagion And Spillover Effects On Global Financial Markets Faurani Santi Singagerda; Anggalia Wibasuri; Andi Desfiandi
International Journal of Artificial Intelligence Research Vol 6, No 1.2 (2022)
Publisher : STMIK Dharma Wacana

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29099/ijair.v6i1.2.878

Abstract

This study will examine at the relationships and influence of economy factors on another variable of the Covid-19 Pandemic effect on The Financial Market Index on The Indonesia Stock Exchange during the coronavirus pandemic. Considering daily Covid-19 confirmed cases from the United States and China, as well as the Stock Indexes of the United States, China, and Indonesia from January 1, 2020 to October 30, 2020. The results demonstrate that the total active instances of Covid-19 in the United States (USAC) have a positive impact on the Indonesian Financial Market Index (JKFINA). It is indicated by a decline in primary industry and its contribution to economic growth, which has impacted on China's raw material export to Indonesia. Many corporations have dropped, causing issues with the banking industry and, as a result, a negative influence on the Indonesian Financial Stock Index (JKFINA). Given these conditions, the Indonesian government must fully support the activities of small, medium, and large businesses in order to maintain and promote Indonesia's export activities, provide simplicity in export permits, accelerate the export licensing process, and pay more attention to the rules set by the US. Due to the restriction of raw material supply from China, Indonesia needs to be able to optimize its own resources
Mobile Health Care in Developing Countries: A Narrative Review Haeruddin, Haeruddin; Aril Ahri, Reza; Yusuf, Rezky Aulia
International Journal of Artificial Intelligence Research Vol 6, No 1.2 (2022)
Publisher : STMIK Dharma Wacana

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29099/ijair.v6i1.2.957

Abstract

This paper aims to synthesize the literature on mobile healthcare in developing countries. We employed a narrative review methodology to describe mobile healthcare in developing countries narratively. Two health and information technology research databases were searched for papers covering this domain. Two reviewers assessed the articles. Articles were then synthesized via narrative review. Mobile healthcare holds tremendous potential for transforming healthcare delivery in developing countries. By leveraging mobile technologies, mHealth interventions can improve access to healthcare, enhance disease prevention and management, and empower community health workers. Sustainable strategies that involve collaborations among stakeholders are necessary to overcome these obstacles and ensure the long-term effectiveness of mHealth solutions in improving health outcomes for underserved populations. Mobile technology has the power to fundamentally alter how healthcare is provided in underdeveloped countries. MHealth initiatives may use mobile technology to reduce barriers to access, improve health outcomes, and let individuals take an active role in their own healthcare. Through persistent research, cooperation, and innovation, the Sustainable Development Goal of ensuring healthy lives and well-being for everyone might be significantly advanced by mobile healthcare.
Validity of Electronic Signature on Deed of Sale and Purchase Agreement Isretno Israhadi, Evita
International Journal of Artificial Intelligence Research Vol 6, No 1.2 (2022)
Publisher : STMIK Dharma Wacana

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29099/ijair.v6i1.2.968

Abstract

The development of technology today is increasingly advanced and sophisticated. Many changes have occurred, one of which is the number of transactions carried out via the internet. Therefore, electronic signatures or digital signatures that are made electronically based on asymmetric cryptography technology and have the same function as ordinary signatures on ordinary paper documents. Regarding evidence in court, there are several differences of opinion regarding the evidentiary power of electronically signed electronic documents. Electronic documents that have been electronically signed have the same evidentiary power as authentic deeds made by authorized officials, but differences of opinion arise from the notary. It is considered that it does not meet the requirements as an authentic deed, namely not facing directly to the authorized official. The legal power of electronic signatures needs to be further analyzed in the event of a dispute between the parties to an electronic agreement and the position of electronic signatures can or cannot be equated with conventional signatures. This research uses normative juridical method with statutory approach and conceptual approach. The resulting conclusion is that the validity of electronic signatures in the deed of sale and purchase agreement has not been recognized by the Electronic Information and Transaction Law.
Factors Influencing Public Trust in Using a Digital Public Service Precision National Driving License (SINAR) in Indonesia Nurhidayatullah Nurhidayatullah; Ulung Pribadi
International Journal of Artificial Intelligence Research Vol 6, No 1.2 (2022)
Publisher : STMIK Dharma Wacana

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29099/ijair.v6i1.2.963

Abstract

The increasing influence of technology, information, and communication quickly, so that it can influence the role of government and institutions in implementing digital as a solution to speed up and provide convenience for the community. This study describes an empirical survey on public Trust using the digital precision driving license (SINAR) application. The presence of a precision national driving license application (SINAR) is a breakthrough to make it easier for the public to create and extend driving licenses online. This study tested four hypotheses: Public Trust in the presence of the SINAR application, Trust in information quality, security privacy, and regulation. The method uses quantitative research by distributing questionnaires and data analysis using SmartPLS 3. The results of hypothesis testing show that three hypotheses are rejected, including Trust in the quality of information, security, privacy, and regulation. While those that have been accepted or supported include public Trust in the application for a precision national driving license (SINAR). This proves that the community fully supports it because this application positively impacts society.
Development of Augmented Reality Learning Media in Chemistry Subject High School Priyanto, Priyanto; Sumarwan, Sumarwan
International Journal of Artificial Intelligence Research Vol 7, No 2 (2023): December 2023
Publisher : Universitas Dharma Wacana

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29099/ijair.v6i2.912

Abstract

This study aims to develop chemical bond Augmented Reality (AR) learning media based on Android applications and determine their feasibility. AR media is used in Chemistry class X SMA. Topics developed in this medium are covalent bonding materials and molecular shapes. This Research and Development research was conducted using the multimedia development life cycle (MDLC) model with the stages of concept, design, material collecting, assembly, testing, and distribution. At the testing stage, a feasibility test is carried out through two stages of the validation test, namely the alpha test and beta test. The results of this study indicate that: (1) AR learning media products in chemistry class X were successfully developed with covalent bonds and molecular shapes; (2) the results of testing AR learning media in chemistry Class X obtained very decent results with a percentage of 89.58% in media testing, 91.25% in material testing, and 80.20% in testing prospective users; and (3) this AR learning media received a positive response both from students as potential users and from the subject teacher concerned regarding the easy-to-understand material due to clear visualization and examples as well as an attractive appearance.
Neuromarketing: Understanding Consumer Psychology in the Digital Age Nurhilalia Nurhilalia; Muhammad Ishlah Idrus
International Journal of Artificial Intelligence Research Vol 6, No 1.2 (2022)
Publisher : STMIK Dharma Wacana

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29099/ijair.v6i1.2.992

Abstract

This comprehensive discourse delves into the intricate interplay between neuroscience, consumer behavior, and business strategies, unveiling insights that redefine marketing practices in the digital age. The evolution of consumer behavior in the digital era has given rise to a deeper exploration of subconscious triggers, cognitive processes, and emotional responses. Neuromarketing, a pivotal concept, elucidates the integration of neuroscientific principles into marketing research, illuminating the subconscious mechanisms that underpin consumer choices. Leveraging neuroimaging techniques such as fMRI and EEG, researchers decode emotions, memory, and decision-making, facilitating more resonant marketing strategies. The discussion extends to the practical realm, highlighting how neuromarketing principles drive digital marketing strategies. Tailored content, neurotargeting, and optimized visual cues captivate consumer attention and nurture brand loyalty. Ethical concerns surrounding subliminal advertising are explored, emphasizing the importance of transparency and consumer well-being. Through case studies, we discern the practicality of neuromarketing, illuminating how sensory marketing and emotional branding forge indelible connections with consumers. Sustainability emerges as a critical theme, as neuromarketing unveils insights into promoting eco-friendly choices. The fusion of consumer psychology and business strategy is exemplified through personalization, fostering individualized experiences that resonate deeply. The methodology of neuromarketing research, albeit insightful, raises ethical considerations demanding responsible practice and participant consent. Theoretical contributions abound, enriching consumer behavior theories with insights from cognitive psychology, behavioral economics, and neuroscience. From a managerial standpoint, neuromarketing insights offer transformative potential. Crafting persuasive narratives rooted in emotional storytelling enhances authenticity and brand impact. The horizon of possibilities includes the burgeoning field of ecological consumer neuroscience, promising real-world insights for strategic implementations. In conclusion, this discourse elucidates the pivotal role of neuromarketing and consumer behavior in shaping contemporary business strategies. As technology shapes consumer interactions, understanding the interplay of emotions and cognition guides marketing resonance. This fusion of neuroscience and consumer psychology offers a transformative path forward, paving the way for strategies that resonate deeply in the ever-evolving consumer landscape.
Analysis Of The Effect Of Leadership And Work Attitude On Employee Work Productivity At The Office Of Cooperatives And Small Medium Businesses East Oku Regency Winda feriyana; Sri Sarwo Sari; Oliyah Firasati
International Journal of Artificial Intelligence Research Vol 6, No 1.1 (2022)
Publisher : STMIK Dharma Wacana

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29099/ijair.v6i1.1.1021

Abstract

This study aims to analyze partially or jointly Leadership, Work Atmosphere on employee work productivity and analyze the most dominant variables in influencing employee productivity at the East OKU Regency Cooperatives and Small and Medium Enterprises Office, the results of regression analysis and the correlation between leadership and work productivity. employees show the regression model = 26,338 + 0.586X1 + e with a correlation coefficient of 0.691. The results of the regression analysis and the correlation between work atmosphere and employee productivity show the regression model = 0.571 + 0.908X2 + e with a correlation coefficient of 0.931. The results of multiple regression analysis and the correlation between leadership and work atmosphere together on work productivity show the regression model = 2.676 + 0.115X1 + 0.821X2 + e with a correlation coefficient of 0.936. This research was conducted on 33 respondents with the analytical method used is path analysis using SPSS software.
The Influence Of Instagram Social Media And Product Attraction On Interest To Buy Mieso Products At Mieso Store Btn High Click City Jopinus Saragih; Hendri Mayanta Tarigan
International Journal of Artificial Intelligence Research Vol 6, No 1.1 (2022)
Publisher : STMIK Dharma Wacana

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29099/ijair.v6i1.1.881

Abstract

This study aims to find out how The Influence Of Instagram Social Media And Product Attractiveness On Buying Interest In MSME Products, Warung Mieso Btn, Tebing Tinggi City. The results show thatiin the T (Partial) iI hypothesis test it can be seen that tcount (8.488) > ttable (1.661), and the significance value iis i0.00 < i0.05, it can be concluded that the first hypothesis of Social Media (X1) has a ipositive effect and significant to Purchase Interest (Y). The conclusion is that social media is very iuseful in product marketing, especially BTN miso where in addition to displaying various activities and products, social media plays a very important role in helping direct promotion. This research is in accordance with Farid Rusdi's 2020 research. The Effect of Attractiveness to Advertising on Social Media Instagram on Consumer Buying Interest (Survey of Brodo Shoe Products in West Jakarta Young People) where social media has a significant influence on buying interest. In the T (Partial) hypothesis test II, it can be seen ithat tcount (0.523) < ttable (1.661), and ithe significance value is 0.603 > 0.05, it means that ithe second hypothesis, namely the Product Attractiveness variable (X2) has no significant effect on Purchase Interest ( iY). The conclusion is that attractiveness has not been able to increase consumer buying interest, where the attraction iof products has already been offered by adding various additions to their products and this is not in accordance with Rusdi's 2020 research. Survey of Brodo Shoe Products among Young People in West Jakarta) where attractiveness plays an important role in promotion on social media. ithe third hypothesis can be seen that Fcount (22.652) > Ftable (2.70), and a significance value of 0.00 <0.05, it can be concluded that the third hypothesis is accepted, meaning that Social Media Variables (X1), Attractiveness Variables (X2) significant effect simultaneously (simultaneously) on the Purchase Interest Variable (Y)

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