Abstract:The increased integration of operational technology (OT), Internet of Things (IoT), and business IT systems has allowed sophisticated attackers to circumvent isolated security features and launch cross-platform assaults.…
Current fragmented techniques, with discrete detectors monitoring Modbus, Kubernetes, MQTT, or other domain-specific protocols, cannot handle cross-system risks. These methodologies overlook 68% of multi-vector marketing that uses both physical and digital channels. This study introduces a transfer learning architecture to integrate detection capabilities by correlating threats across protocols, devices, and settings. The architecture generates a unified feature space that extracts behavioral semantics from industrial control system logs, cloud telemetry, network traffic, and device-level signals to produce protocol-agnostic threat representations. Adversarial domain adaptation and semantic graph embeddings enable cross-domain knowledge transfer with minimum retraining. Security teams may now discover kill chains like infected cloud containers preceding illegal PLC command execution every 23 minutes. Validated against real-world attack datasets from water treatment facilities (OT) and cloud infrastructure (IT), the system achieved 93.4% cross-platform attack recall, a 41.3 percentage point improvement over prior methodologies. It reduced OT data labeling by 89% and false positives by 93.5%. This paradigm shift transforms threat correlation from a reactive, domain-specific process to adaptive intelligence, boosting resilience for critical infrastructure, industrial ecosystems, and smart environments facing cyber-physical hazards. The framework's practical validation in energy, industry, and vital infrastructure shows its importance in protecting an increasingly linked world.
Abstract:This study aims to examine the effect of ease of payment on online shopping addiction through the intervening variable of marketplace platform customer satisfaction in urban communities in South Sulawesi using the Path Analysis…
nalysis method using SmartPLS 4.0 software. with PLS-SEM Alogarithm and Bootstraping calculations with a sampling method using Nonprobability Sampling Technique of 214 respondents where data was obtained via google form with measurements using a Likert scale. The results of this study indicate that there is no direct effect of payment convenience on online shopping addiction in urban communities in South Sulawesi. Payment convenience affects customer satisfaction. Customer satisfaction affects online shopping addiction in urban communities in South Sulawesi. Payment convenience affects online shopping addiction through customer satisfaction as an intervening variable in urban communities in South Sulawesi
Abstract:This study aims to (1) examine the direct effect of service quality and user trust on SIAPkerja employment service user satisfaction; (2). examine the direct effect of service quality and user trust on SIAPkerja employment…
nt service user loyalty; (3). examine the direct effect of user satisfaction on SIAPkerja employment service user loyalty; and (4). Testing the indirect effect of service quality and user trust on the loyalty of SIAPkerja employment service users through user satisfaction. This study involved 150 users of the Ministry of Manpower's SIAPkerja employment service. Data was obtained through the distribution of questionnaires. Hypothesis testing using Structural Equation Model - Partial Least Square (SEM-PLS) using SmartPLS 3. The results showed that service quality and user trust directly have a positive and significant effect on SIAPkerja employment service user satisfaction; service quality directly has a positive and significant effect on user loyalty. User trust directly has a positive but insignificant effect on user loyalty. User satisfaction directly has a positive and significant effect on user loyalty. Service quality and user trust indirectly have a positive and significant influence on the loyalty of SIAPkerja employment service users through user satisfaction. In other words, user satisfaction mediates the effect of service quality and user trust on the loyalty of SIAPkerja employment service users.
Abstract:Compared to traditional-based advertising, innovations in digital advertising techniques by e-commerce players have now attracted repurchase interest from various generations, including millennials. Therefore, this study…
aims to evaluate the influence of Shopee "COD Cek Dulu" advertising and celebrity endorsers on repurchase interest, mediated by purchase decisions. Using purposive sampling, this study involved 300 millennial respondents who are Shopee “COD Cek Dulu” consumers and employed a quantitative approach based on data analysis through Smart PLS. The results revealed that Shopee "COD Cek Dulu" advertising and celebrity endorsers significantly positively affect purchase decisions. Moreover, purchase decisions have a significant positive effect on repurchase interest and were found to mediate the relationship between Shopee "COD Cek Dulu" advertising and celebrity endorsers with millennials' repurchase interest. However, while celebrity endorsers showed a significant positive effect on repurchase interest, advertising had an insignificant effect on repurchase interest.
Abstract:This study intends to investigate the impact of social capital, social institutions, and local potential on the success of KUBE start-ups, as regulated by an entrepreneurial mindset. This study's population consists of VCO…
CO business players who belong to joint business organizations. The sample consisted of 200 respondents chosen using the approach of purposive sampling. The data utilized are both original data collected from respondents via questionnaires and secondary data. This study uses Structural Equation Modeling (SEM) with the SmartPLS application to handle data. According to the findings of this study, Social Capital and Social Institutions have little effect on the success of KUBE Start Up. Meanwhile, Local Potential and Entrepreneurial Spirit have a substantial beneficial impact on KUBE Start Up's success. Entrepreneur Spirit does not mitigate the influence of Social Capital, Social Institutions, and Local Potential on KUBE Startup's success.
Abstract:The purpose of this research is to analyze the direct and indirect relationship between green perceived quality, green perceived value, green perceived risk, green purchase intention, and green purchase behavior. This study…
udy examines the mediating role of green purchase intention in the relationship between the orientation of green perceived quality, green perceived value, green perceived risk, and green purchase behavior. This research is included in the mixed method research where both quantitative and qualitative are used. The research method used in this research is an unbalanced mixed method (concurrent embedded design) conducted on farmers in Mulyoagung Village. The research sample was taken using the quota sampling method with the sample size calculator as the method for determining the number of samples. Data collection was carried out online through a questionnaire form for 2 months on 219 farmers in Mulyoagung Village. Data analysis in this study used SEM-PLS assisted by SmartPLS 3.3.3 software. as well as for qualitative research using documentation and interviews. The results of the study show that there is a direct and indirect relationship between green perceived quality, green perceived value, green perceived risk, green purchase intention, and green purchase behavior. Not only that, there is a mediating role of green purchase intention in the relationship between the orientation of green perceived quality, green perceived value, green perceived risk, and green purchase behavior. This research is also supported by the qualitative results obtained from several predetermined informants. there is a mediating role of green purchase intention in the relationship between the orientation of green perceived quality, green perceived value, green perceived risk, and green purchase behavior. This research is also supported by the qualitative results obtained from several predetermined informants. there is a mediating role of green purchase intention in the relationship between the orientation of green perceived quality, green perceived value, green perceived risk, and green purchase behavior. This research is also supported by the qualitative results obtained from several predetermined informants).
Abstract:This study aims to analyze and determine the effect of loan performance on profit growth with operational costs and operating income (OCOI) as intervening variables in commercial banks in Indonesia. The data analysis technique…
hnique in this study uses Partial Least Square (PLS) using Smart PLS software. This data analysis technique is used to facilitate researchers in data processing and analysis. The results show that the loan performance coefficient positively and significantly affects profit growth. The results of testing loan performance on profit growth show a path coefficient of 0.372 with a t-statistic value of 3.504. The t-statistic value is smaller than the t-table value (1.96). The coefficient of operating costs and operating income shows a negative and significant impact on profit growth. The results of the OCOI test on profit growth show a path coefficient of -0.638 with a t-statistic value of 6.324. The t-statistic value is greater than the t-table value (1.96). The loan performance coefficient through operational costs and operating income is negative and not significant to profit growth. The results of testing the performance of loans through OCOI on profit growth show a path coefficient of -0.174 with a t-statistic value of 1.756. The t-statistic value is smaller than the t-table value (1.96).
Abstract:Along with the increasing competition in the world of transportation business which is getting tighter, ease of use and consumer experience is an effective marketing strategy in providing service and satisfaction to many…
consumers and this can encourage consumer repurchase interest. The purpose of this study is to determine the effect of ease of use and consumer experience on repurchase intention through satisfaction. The population in this study are consumers who know the KAI Access application in the city of Malang. While the sample in this study was 271 respondents. This type of research is descriptive and non-probability, using the Smart PLS program. The results are (1) ease of use has a positive and significant effect on satisfaction (2) consumer experience has a positive and significant effect on satisfaction (3) ease of use has a positive and significant effect on repurchase intention (4) consumer experience has a positive and significant effect on repurchase intention (5) satisfaction has a positive and significant effect on repurchase intention (6) ease of use has a positive and significant effect on repurchase intention through satisfaction (7) consumer experience has a positive and significant effect on repurchase intention through satisfaction. Based on the results of the study, similar business actors suggest that companies are more selective in using ease of use which will provide a good experience for consumers so that consumers feel satisfied and feel an interest in repurchasing
Abstract:This study is a quantitative study that aims to determine the effect of product quality and price on consumer satisfaction of Samsung smartphones (a case study on students of the Faculty of Economics, State University of…
Makassar). The independent variables in this study are product quality and price, while the dependent variable is consumer satisfaction. The population in this study were all active students of the Faculty of Economics, State University of Makassar class of 2018, using the Sampling method, a sample of 100 respondents was obtained. Data collection techniques used are questionnaires, literature study, and documentation. The data analysis technique used is multiple linear regression analysis using Statistical Product and Service Solution (SPSS) v. 13. The results of this study indicate that product quality (X1) partially has a significant effect on consumer satisfaction for Samsung smartphones. Price (X2) partially has a significant effect on consumer satisfaction of Samsung smartphones. And product quality (X1) and price (X2) simultaneously have a significant effect on consumer satisfaction for Samsung smartphones.
Abstract:Masalah pengelolaan parkir di Politeknik Jambi sering menyebabkan ketidakefisienan akibat sistem penghitungan manual yang rentan human error. Penelitian ini bertujuan merancang sistem penghitungan kendaraan otomatis berbasis…
asis pengolahan citra digital. Metode yang digunakan adalah Background Subtraction dengan algoritma MOG2 dan OpenCV menggunakan video kamera smartphone. Sistem mengintegrasikan proses preprocessing citra, operasi morfologi, dan Euclidean Distance Tracker untuk melacak serta menghitung kendaraan secara real-time. Hasil penelitian menunjukkan sistem mampu membedakan kendaraan yang bergerak dengan objek statis secara akurat melalui Virtual Counting Line. Dengan beban komputasi yang ringan dan biaya rendah, sistem ini efektif menjadi solusi otomatisasi manajemen parkir di lingkungan kampus.
Parking management issues at Politeknik Jambi often lead to inefficiencies due to manual counting systems prone to human error. This study aims to design an automatic vehicle counting system based on digital image processing. The method utilizes Background Subtraction with the MOG2 algorithm and OpenCV using smartphone video input. The system integrates image preprocessing, morphological operations, and Euclidean Distance Tracker to track and count vehicles in real-time. The results demonstrate that the system can accurately distinguish between moving vehicles and static objects via a Virtual Counting Line. With low computational requirements and cost-effectiveness, this system offers an efficient automation solution for campus parking management.