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International Journal of Social Science, Educational, Economics, Agriculture Research, and Technology (IJSET)
Published by CV. RADJA PUBLIKA
ISSN : -     EISSN : 2827766X     DOI : https://doi.org/10.54443/ijset
Core Subject : Economy, Humanities, Science, Education, Agriculture,
Agriculture, Biological Sciences & Forestry Humanities Computer Science & IT Economics, Econometrics & Finance Education
International Journal of Social Science, Educational, Economics, Agriculture Research, and Technology (IJSET) is an international journal that publishes popular articles in the fields of Social Science, Education, Economics, Agricultural Research, and Technology. IJSET is published every month in order to help researchers publish their research results quickly. The advantages of IJSET include: international indexing, fast review and publication processes, and affordable costs.
Arjuna Subject : Bisnis, Menejemen, dan Akutansi (semua kategori) - Bisnis, Menejemen, dan Akutansi (Lain-Lain)
Articles 1,318 Documents
 108   109   110   111   112 
IMPLEMENTATION OF AN INTELLIGENT SYSTEM TO PREDICT PRODUCT DEMAND WITH THE BACKPROPAGATION NEURAL NETWORK ALGORITHM Rahmat Idhami; Andri Saputra; Taufa Fadly; Robet Silaban; Muhammad Syahputra Novelan
International Journal of Social Science, Educational, Economics, Agriculture Research and Technology (IJSET) Vol. 4 No. 11 (2025): OCTOBER
Publisher : RADJA PUBLIKA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54443/ijset.v5i1.1591

Abstract

Accurate production prediction is essential in product sales efforts, especially food products whose raw materials have a short shelf life. This paper aims to present a system application model based on the Neural Network algorithm to predict the number of Siomay sales in the future, as a reference for preparing raw materials appropriately. The prediction uses historical data as system training data. The Neural Network trial used 357 historical sales data, 7 initial data used as references, 315 data as training data, and 35 latest data as test data. The neural network input variables were the average sales of the previous 7 days, sales value 1 to 3 days before, the end of the month, identification of discount/benefit days, and weekends. This research methodology includes data collection, pre-processing through data normalization to a scale of [0, 1], and designing a neural network architecture consisting of an input layer, a hidden layer, and an output layer. The Backpropagation algorithm was used to train the network by iteratively updating weights to minimize error values ​​using the Mean Squared Error (MSE). Test results show that the BPNN model is capable of recognizing demand patterns with a high degree of accuracy. Optimal parameters such as learning rate, number of epochs, and number of neurons in the hidden layer significantly influence convergence speed and prediction accuracy. This system is expected to be a management tool for making more accurate and efficient inventory procurement decisions.
THE INFLUENCE OF COMPUTER TECHNOLOGY DEVELOPMENT ON SOCIAL BEHAVIOR Rahmat Idhami; Robet Silaban; Andri Saputra; Taufa Fadly; Muhammad Amin
International Journal of Social Science, Educational, Economics, Agriculture Research and Technology (IJSET) Vol. 4 No. 12 (2025): NOVEMBER
Publisher : RADJA PUBLIKA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54443/ijset.v4i12.1592

Abstract

The development of computer technology has brought significant changes to various aspects of people's lives, including social behavior. Computers integrated with the internet network not only function as data processing tools but also as the main medium for communication, social interaction, and the formation of new social relations. This study aims to analyze the influence of the development of computer technology on people's social behavior through a literature study approach. The research method used is a literature review of relevant scientific articles, which discuss the relationship between the use of computer technology and changes in social behavior. The results of the study indicate that the development of computer technology has positive impacts, such as ease of access to information, expansion of social networks, and increased digital literacy in society. However, negative impacts were also found, including reduced intensity of face-to-face social interactions, the emergence of digital dependency, and changes in social values ​​and communication norms in society. These changes indicate that computer technology plays a significant role in influencing the social dynamics of modern society. Therefore, it is necessary to utilize computer technology wisely so that the resulting social benefits can be optimized without ignoring the social and cultural values ​​that apply in community life.
INFLUENCE ENVIRONMENT WORK AND EMPOWERMENT RESOURCE MAN TO SATISFACTION WORK EMPLOYEE IN PT PNM MEKAR SUKABUMI DISTRICT SUKARAJA UNIT Dede Lima; Hesri Mentawati
International Journal of Social Science, Educational, Economics, Agriculture Research and Technology (IJSET) Vol. 5 No. 1 (2025): DECEMBER
Publisher : RADJA PUBLIKA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54443/ijset.v5i1.1593

Abstract

The aim of this study is to determine how much big job satisfaction Employees of PT PNM Mekar Sukaraja Unit are influenced by the work environment and human resource empowerment. A quantitative associative research approach aims to analyze the relationship between these factors. The study population consisted of twenty people, all of whom responded using a saturated sampling method. Data collection was conducted with questionnaire scale Likert And analysis data use device soft SPSS version 25. This approach aims to evaluate the influence of each variable partially or simultaneously on employee job satisfaction. Based on the results of the t-test, a significance value of less than 0.05 indicates that the work environment and human resource empowerment variables have a positive and significant impact on employee satisfaction. Work. Temporary That, results test F Which own mark F count as big as 39,492 And a significance value of 0.000 indicates that both factors simultaneously have an influence Which substantial. By Because That, can concluded that improvement work environment and human resource empowerment can significantly increase employee job satisfaction.
EMPOWERMENT OF FEMALE EMPING ARTISANS: OBSTACLES AND CHALLENGES FACED Hidayati; Maryam; Risna Dewi; Mauludi; Muslem
International Journal of Social Science, Educational, Economics, Agriculture Research and Technology (IJSET) Vol. 4 No. 11 (2025): OCTOBER
Publisher : RADJA PUBLIKA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54443/ijset.v5i1.1594

Abstract

The problem in this study is the suboptimal empowerment of female melinjo emping artisans in Gampong Kandang, Kembang Tanjong District, Pidie Regency, which is characterized by limited access to capital, the use of traditional production technology, and marketing that is still dependent on collectors, resulting in low welfare improvements for female artisans. The focus of this study is directed at the empowerment of female melinjo emping artisans based on Hasdiansyah's community empowerment theory which includes the dimensions of education and training, access to capital, infrastructure, and entrepreneurship promotion, as well as obstacles faced in the empowerment process. This study aims to analyze the empowerment of female melinjo emping artisans in improving welfare and identify obstacles faced in its implementation. The research method used is descriptive qualitative with data collection techniques through observation, in-depth interviews, and documentation, with informants consisting of village government officials, related agencies, community leaders, and female artisans. The results of the study indicate that the empowerment of female melinjo emping artisans has been ongoing but is not optimal, which is characterized by unsustainable training and guidance, limited access to capital, inadequate production facilities, and product marketing that has not developed due to limited use of information technology. Key obstacles include limited knowledge, dominant domestic roles, low institutional participation, and unequal economic access. Therefore, women's empowerment requires a structured, planned, and sustainable approach through government support in providing access to capital, advanced training, strengthening business group institutions, and enhancing digital marketing to increase economic independence and family well-being.
IMPLEMENTATION OF AUTHENTIC ASSESSMENT AS A LEARNING EVALUATION TOOL AT RA ZAHRATUL HAYAH, BINJAI CITY SHEIKH ABDUL HALIM BINJAI INSTITUTE, BINJAI CITY Achsania Khesa; Hasanah
International Journal of Social Science, Educational, Economics, Agriculture Research and Technology (IJSET) Vol. 4 No. 10 (2025): SEPTEMBER
Publisher : RADJA PUBLIKA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54443/ijset.v5i1.1595

Abstract

Early childhood education plays a crucial role in supporting optimal child development, particularly at the age of 5–6, a period of rapid development in various aspects. The learning process in early childhood education needs to be accompanied by evaluations that are in line with the characteristics of child development, one of which is through authentic assessment. This study aims to describe the implementation of authentic assessment as a learning evaluation tool for early childhood aged 5–6 at RA Zahratul Hayah, Binjai City, and to examine the benefits and constraints in its implementation. This study uses a qualitative approach with a descriptive research type. The research subjects are teachers who teach children aged 5–6, while the research object is the implementation of authentic assessment in learning activities. Data collection techniques are carried out through observation and interviews, then analyzed descriptively qualitatively with the stages of data reduction, data presentation, and drawing conclusions. The results of the study indicate that authentic assessment has been implemented in an integrated manner in the learning process through play activities and daily thematic activities. The forms of authentic assessment used include observation, anecdotal notes, portfolios, and assessment of children's work. Authentic assessment provides a holistic picture of child development and assists teachers in planning learning tailored to their needs. Despite challenges related to time and administrative constraints, teachers make various adjustments to ensure the assessment remains effective. Thus, authentic assessment has proven to be a crucial learning evaluation tool in supporting optimal early childhood development.
SUPPLY CHAIN ARCHITECTURE RECONFIGURATION: BUSINESS CONTINUITY MANAGEMENT (BCM) INTEGRATION AS A DETERMINANT OF OPERATIONAL RESILIENCE David Ramadian; Niken Dwi Utari; Pramiantoro Sumaryono; Rio Stefanus Guntoro; Rakesh Sitepu
International Journal of Social Science, Educational, Economics, Agriculture Research and Technology (IJSET) Vol. 5 No. 1 (2025): DECEMBER
Publisher : RADJA PUBLIKA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54443/ijset.v5i1.1596

Abstract

The escalating complexity of global supply chain networks has amplified corporate exposure to systemic disruptions, rendering traditional efficiency-centric paradigms such as Just-in-Time (JIT) increasingly vulnerable. This study interrogates the strategic imperative of integrating Business Continuity Management (BCM) within supply chain architecture to enhance organizational resilience. Utilizing a qualitative descriptive approach through a comprehensive literature review, this research delineates the transition from reactive risk mitigation to proactive adaptability. The analysis highlights that embedding ISO 22301 standards, executing rigorous Business Impact Analysis (BIA), and adopting supplier diversification strategies are critical determinants for sustaining operational continuity. The findings suggest that resilience is not merely a defensive mechanism but a strategic capability that requires the decoupling of supply chain dependencies through multi-tier visibility.
ANALYSIS OF CYBER THREAT AWARENESS LEVELS, PROTECTIVE BEHAVIOR, AND COMMUNICATION PREFERENCES AMONG THE DIGITAL SOCIETY IN SEMARANG CITY Tika; Rizky Prawita Utami; Adi Marsoni; Anesthesia Aryan Putri; Rakesh Sitepu
International Journal of Social Science, Educational, Economics, Agriculture Research and Technology (IJSET) Vol. 5 No. 1 (2025): DECEMBER
Publisher : RADJA PUBLIKA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54443/ijset.v5i1.1598

Abstract

Digital transformation in Indonesia has increased access to technology while also expanding the risk of cyber threats. This study aims to analyze the relationship between cyber threat awareness, protective behavior, and digital security communication preferences among the digital society in Semarang City. The research method used an explanatory quantitative approach with Structural Equation Modeling-Partial Least Squares (SEM-PLS) through SmartPLS 4.0, involving 100 active internet users as respondents. The results show that cyber threat awareness has a positive and significant effect on protective behavior (β = 0.847; p < 0.001) and digital security communication preferences (β = 0.822; p < 0.001). However, protective behavior did not significantly affect communication preferences (β = 0.159; p = 0.234) and did not mediate the relationship between awareness and communication preferences (β = 0.135; p = 0.294). These findings indicate an intention-behavior gap where awareness has not been fully applied in safe communication behavior. Theoretically, the results of this study reinforce the Protection Motivation Theory (PMT) and Technology Threat Avoidance Theory (TTAT), while practically emphasizing the importance of improving communication-based cyber literacy and awareness to build a resilient digital society.
SENTIMENT ANALYSIS OF TIX ID APPLICATION REVIEWS USING NAIVE BAYES AND SUPPORT VECTOR MACHINE Salwa Nur. JB; Lola Astri Nadita; Sri Hidayati; Fachrurazy; Muhammad Amin
International Journal of Social Science, Educational, Economics, Agriculture Research and Technology (IJSET) Vol. 4 No. 10 (2025): SEPTEMBER
Publisher : RADJA PUBLIKA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54443/ijset.v5i1.1599

Abstract

TIX ID is an online cinema ticket purchasing application that plays on a smartphone platform. Where users can buy cinema tickets anywhere and anytime without having to wait in line. The concept of purchasing cinema tickets is integrated with a third party, namely DANA as a digital money concept that is integrated with several large applications such as Tokopedia and Shopee. This study aims to Conduct text preprocessing (NLP) on TIX ID application user review data so that the data is ready to be used in the sentiment analysis process, Extract text features using the Term Frequency–Inverse Document Frequency (TF-IDF) method to represent reviews in numeric form, Apply the Naive Bayes and Support Vector Machine (SVM) algorithms in classifying user review sentiments into positive and negative categories, Evaluate the performance of the Naive Bayes and Support Vector Machine (SVM) models using accuracy, precision, recall, and F1-score metrics, Provides an overview of user sentiment towards the TIX ID application as a consideration for developers in improving the quality and service of the application.
THE EFFECT OF TOURISM PRODUCT ATTRIBUTES, DESTINATION IMAGE, AND ELECTRONIC WORD OF MOUTH ON THE DECISION TO VISIT LUKUP BADAK RAFTING TOURISM IN TAKENGON Riska Yulia Putri; Muchsin; Jullimursyida; Khairina AR
International Journal of Social Science, Educational, Economics, Agriculture Research and Technology (IJSET) Vol. 4 No. 12 (2025): NOVEMBER
Publisher : RADJA PUBLIKA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54443/ijset.v4i12.1604

Abstract

This study aims to determine the effect of Tourism Product Attributes, Destination Image and Electronic Word Of Mouth on Visiting Decisions at Lukup Badak Rafting Tourism in Takengon . With the independent variables in this study are Tourism Product Attributes, Destination Image, and Electronic Word Of Mouth (E-WOM) while the dependent variable is the Visiting Decision. This type of research uses a quantitative method, data collection using a questionnaire containing statements in the form of a paper form and given to visitors to the Lukup Badak Rafting tourism with a total of 112 respondents. Data analysis used is validity test, reliability test, classical assumption test, multiple linear regression analysis, research hypothesis, partial (t) test, and coefficient of determination. The program used in analyzing data using the Statistical Package for Social Sciences (SPSS). Based on the results of the study showed that Tourism Product Attributes were proven to have no significant effect, Destination Image and electronic word of mouth were proven to have a positive and significant effect on visiting decisions.
THE EFFECT OF DIVIDEND PAYOUT RATIO, PROFITABILITY AND COMPANY SIZE ON DEBT POLICY IN NON-FINANCIAL STATE-OWNED ENTERPRISES IN INDONESIA PERIOD 2019-2023 Fitriani; Darmawati Muchtar
International Journal of Social Science, Educational, Economics, Agriculture Research and Technology (IJSET) Vol. 5 No. 1 (2025): DECEMBER
Publisher : RADJA PUBLIKA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54443/ijset.v5i1.1610

Abstract

This study aims to examine the effect of dividend payout ratio , profitability, and company size on debt policy in non-financial state-owned enterprises in Indonesia for the period 2019-2023. The data in this study were accessed through the official website www.idx.co.id. The sample used in this study was 19 companies. The data analysis method in this study used panel data regression analysis with the application tool eviews 12. The results of the study found that the dividend payout ratio influential significant negative impact on corporate debt policy in non-financial SOEs for the 2019-2023 period. Profitability has a significant negative effect on the company's debt policy in non-financial state-owned enterprises for the 2019-2023 period . Company size has a significant negative influence on the company's debt policy in non-financial BUMN for the 2019-2023 period

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