Novelty technology will be capable of increasing the performance company's coconut palm oil, one of them being the barcode system. So from that, I needed something to study to know how to influence suitability, continuity and use of the barcode system against the performance company coconut palm. Study this using a long working variable as a moderator variable. The study aims to analyze the effect of fit, viability, and use on the performance of a business company's coconut palm based on the Barcode System. Study this using 237 samples of employee data collected through stratified proportional random sampling at PT LNK from April 2022 to June 2022. Data were analyzed by SEM-PLS analysis with SMARTPLS software 3. An overview of the Barcode System via the Fit-Viability approach has been presented in the paper. Research results show that the performance of the business is affected by viability and use, but not affected by compatibility. Working time takes effect compatibility and compatibility to the assignment will be the taller when working long hours. Paper contributes to the development barcode system at PT LNK. Expected barcode system used by all companies coconut palm oil and can be integrated into the cloud-based data so that it could generate production data in real-time.
{"title":"Performance Analysis of Oil Palm Companies Based on Barcode System through Fit Viability Approach: Long Work as A Moderator Variable","authors":"Zulham, Zulkarnain Lubis, M. Zarlis, M. Aulia","doi":"10.34306/att.v5i1.288","DOIUrl":"https://doi.org/10.34306/att.v5i1.288","url":null,"abstract":"Novelty technology will be capable of increasing the performance company's coconut palm oil, one of them being the barcode system. So from that, I needed something to study to know how to influence suitability, continuity and use of the barcode system against the performance company coconut palm. Study this using a long working variable as a moderator variable. The study aims to analyze the effect of fit, viability, and use on the performance of a business company's coconut palm based on the Barcode System. Study this using 237 samples of employee data collected through stratified proportional random sampling at PT LNK from April 2022 to June 2022. Data were analyzed by SEM-PLS analysis with SMARTPLS software 3. An overview of the Barcode System via the Fit-Viability approach has been presented in the paper. Research results show that the performance of the business is affected by viability and use, but not affected by compatibility. Working time takes effect compatibility and compatibility to the assignment will be the taller when working long hours. Paper contributes to the development barcode system at PT LNK. Expected barcode system used by all companies coconut palm oil and can be integrated into the cloud-based data so that it could generate production data in real-time.","PeriodicalId":143921,"journal":{"name":"Aptisi Transactions on Technopreneurship (ATT)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114850809","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
This study aims to describe the effect of perceived ease of use, perceived usefulness, perceived risk, social influence, trust, and behavioral intention of using the securities crowdfunding platform. The population of the study is the entire millennial generation who lives in Denpasar City with a total sample of 132 respondents. The data processing technique used is Structural Equation Model (SEM) with AMOS software. The results show that perceived usefulness, social influence, and trust had a direct and significant influence on behavioral intention to use. While the variables perceived ease of use and perceived risk have no direct effect on behavioral intention to use. Perceived ease of use variable has an indirect effect through perceived usefulness and perceived risk has an indirect effect through the trust variable on behavioral intention to use. Trust has the greatest influence on behavioral intention to use the securities crowdfunding platform.
{"title":"Millennials’ Intention to Invest through Securities Crowdfunding Platform","authors":"Ni Made Nila Febrianti, G. Darma","doi":"10.34306/att.v5i1.280","DOIUrl":"https://doi.org/10.34306/att.v5i1.280","url":null,"abstract":"This study aims to describe the effect of perceived ease of use, perceived usefulness, perceived risk, social influence, trust, and behavioral intention of using the securities crowdfunding platform. The population of the study is the entire millennial generation who lives in Denpasar City with a total sample of 132 respondents. The data processing technique used is Structural Equation Model (SEM) with AMOS software. The results show that perceived usefulness, social influence, and trust had a direct and significant influence on behavioral intention to use. While the variables perceived ease of use and perceived risk have no direct effect on behavioral intention to use. Perceived ease of use variable has an indirect effect through perceived usefulness and perceived risk has an indirect effect through the trust variable on behavioral intention to use. Trust has the greatest influence on behavioral intention to use the securities crowdfunding platform.","PeriodicalId":143921,"journal":{"name":"Aptisi Transactions on Technopreneurship (ATT)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129253816","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
This type of qualitative descriptive research. The population of the BPK RI office is 30 respondents. The data analysis technique used in this research is Confirmatory Factor Analysis (CFA). Factor analysis is one of the multivariate statistical techniques used to summarize (data summarization) and reduce data (data reduction) from a large number of variables into a smaller number. The results of data processing and data analysis, the results obtained that the factors that influence Fraud Prevention are based on their formation, only two factors whose diagonal value is above 0.5, it is sufficient to represent the two factors formed which are the factors that affect the Fraud Prevention, namely Auditor Experience and Task-Specific Knowledge
{"title":"Determination of Auditor Experience, Task-Specific Knowledge, and Implementation of Institution Governance Against Fraud Prevention","authors":"Agus Joko","doi":"10.34306/att.v5i1.276","DOIUrl":"https://doi.org/10.34306/att.v5i1.276","url":null,"abstract":"This type of qualitative descriptive research. The population of the BPK RI office is 30 respondents. The data analysis technique used in this research is Confirmatory Factor Analysis (CFA). Factor analysis is one of the multivariate statistical techniques used to summarize (data summarization) and reduce data (data reduction) from a large number of variables into a smaller number. The results of data processing and data analysis, the results obtained that the factors that influence Fraud Prevention are based on their formation, only two factors whose diagonal value is above 0.5, it is sufficient to represent the two factors formed which are the factors that affect the Fraud Prevention, namely Auditor Experience and Task-Specific Knowledge","PeriodicalId":143921,"journal":{"name":"Aptisi Transactions on Technopreneurship (ATT)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133715283","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Aulia Suminar Ayu, Novita Haryono, S. Hastjarjo, Andrine Prima Afneta Arzil, Widyantoro
This study aimed to provide input and evaluation for the Surakarta City Communication, Information, Statistics, and Encryption Service in measuring the effectiveness of their information dissemination work programs. Conducted as a descriptive quantitative research with a sample size of N = 30, the study assessed the media consumption patterns of Surakarta City residents and the affordability of the promotional media used by the Solo City Government. The findings of this study revealed that the magazine "Solo Berseri" possesses sufficient attractiveness and informational value, meeting the gratification needs of its readers. However, the limited accessibility of this magazine hampers its effectiveness as a promotional medium. These results emphasize the importance of ensuring accessibility and distribution channels for promotional materials. Addressing the limited accessibility of "Solo Berseri" would enhance its impact as a promotional medium for the Solo City Government. Additionally, the findings suggest that the strategic placement of billboards can effectively reach the target audience and disseminate important information. Based on these findings, recommendations can be made for the Surakarta City Communication, Information, Statistics, and Encryption Service to improve their information dissemination strategies. Implementing measures to increase the accessibility of "Solo Berseri" and exploring additional affordable promotional media channels could enhance the effectiveness of their communication efforts. By incorporating these suggestions, the Surakarta City Government can enhance their communication efforts and ensure that important information reaches and resonates with the residents effectively
{"title":"The Role of Outdoor Media and \"Solo Berseri\" Magazine in Enhancing the Effectiveness of Surakarta Municipal Program Promotion (ATT)","authors":"Aulia Suminar Ayu, Novita Haryono, S. Hastjarjo, Andrine Prima Afneta Arzil, Widyantoro","doi":"10.34306/att.v5i1sp.315","DOIUrl":"https://doi.org/10.34306/att.v5i1sp.315","url":null,"abstract":"This study aimed to provide input and evaluation for the Surakarta City Communication, Information, Statistics, and Encryption Service in measuring the effectiveness of their information dissemination work programs. Conducted as a descriptive quantitative research with a sample size of N = 30, the study assessed the media consumption patterns of Surakarta City residents and the affordability of the promotional media used by the Solo City Government. The findings of this study revealed that the magazine \"Solo Berseri\" possesses sufficient attractiveness and informational value, meeting the gratification needs of its readers. However, the limited accessibility of this magazine hampers its effectiveness as a promotional medium.\u0000These results emphasize the importance of ensuring accessibility and distribution channels for promotional materials. Addressing the limited accessibility of \"Solo Berseri\" would enhance its impact as a promotional medium for the Solo City Government. Additionally, the findings suggest that the strategic placement of billboards can effectively reach the target audience and disseminate important information. Based on these findings, recommendations can be made for the Surakarta City Communication, Information, Statistics, and Encryption Service to improve their information dissemination strategies. Implementing measures to increase the accessibility of \"Solo Berseri\" and exploring additional affordable promotional media channels could enhance the effectiveness of their communication efforts. By incorporating these suggestions, the Surakarta City Government can enhance their communication efforts and ensure that important information reaches and resonates with the residents effectively","PeriodicalId":143921,"journal":{"name":"Aptisi Transactions on Technopreneurship (ATT)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116596796","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Ryan Faza, Rama Adjie Darmawan, Danny Triputra Setiamanah
The process that has the potential to generate construction waste is a construction operational process so that in this process it is necessary to make efforts to carry out waste control in real-time as a form of effort by the construction industry to play a role in suppressing waste production. BIM is one of the supporting tools for project productivity whose function can be used to evaluate the level of construction waste, especially rebar waste which is one of the source materials for construction waste. The purpose of this study is to test the modeling of the calculation of the rebar waste rate utilizing the function of the BIM so that it can be used as an alternative tool for evaluating the level of waste in real-time. The calculation modeling obtained from previous research was successfully tested on a case study of a high-rise building project and obtained the rebar waste rate at a certain time in accordance with the progress of work in the project site. From this research, it can be concluded that the calculation modeling can be carried out on high-rise building projects.
{"title":"Evaluation of Rebar Waste Rate Calculation Model Utilizing BIM Function: High Rise Building Case Study","authors":"Ryan Faza, Rama Adjie Darmawan, Danny Triputra Setiamanah","doi":"10.34306/att.v5i2.298","DOIUrl":"https://doi.org/10.34306/att.v5i2.298","url":null,"abstract":"The process that has the potential to generate construction waste is a construction operational process so that in this process it is necessary to make efforts to carry out waste control in real-time as a form of effort by the construction industry to play a role in suppressing waste production. BIM is one of the supporting tools for project productivity whose function can be used to evaluate the level of construction waste, especially rebar waste which is one of the source materials for construction waste. The purpose of this study is to test the modeling of the calculation of the rebar waste rate utilizing the function of the BIM so that it can be used as an alternative tool for evaluating the level of waste in real-time. The calculation modeling obtained from previous research was successfully tested on a case study of a high-rise building project and obtained the rebar waste rate at a certain time in accordance with the progress of work in the project site. From this research, it can be concluded that the calculation modeling can be carried out on high-rise building projects.","PeriodicalId":143921,"journal":{"name":"Aptisi Transactions on Technopreneurship (ATT)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127357938","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
In educational institutions, teachers play a central role in the administrative component. Combined with successfully completing the main tasks described in the job description and feeling that they are doing something special, teachers are the key to the success of an organization. Additional activities that are not directly related to the formal reward system that is applied are called OCB (Organizational Citizenship Behavior). Preliminary research shows that PGRI Bogor Vocational High School (SMK) teachers have little OCB information about variables related to increased OCB. This study aims to discuss the relationship between the increase in teacher OCB with the control variables of leadership, creativity and empowerment. This study uses a correlation analysis technique to determine the relationship between the variables studied and the SITEREM index analysis technique to obtain optimal solutions in increasing teacher OCB. The population of this study was 289 teachers at SMK PGRI Bogor. This population was sampled using the Slovin formula in order to obtain a sample of 168 individuals. Correlation analysis shows that there is a positive correlation between subordinate leadership and OCB with a correlation coefficient ry1 = 0.512, and OCB increases when subordinate leadership is strengthened. Creativity and OCB are positively correlated with a correlation coefficient ry2 = 0.438, and OCB increases with increasing creativity. Empowerment and OCB are positively correlated with a correlation coefficient ry3 = 0.502, and increased empowerment increases OCB. The best solution comes from SITEREM analysis. Therefore, out of 27 indicators, 14 good indicators need to be maintained or further developed, and 13 indicators are still weak and need to be improved. 1) Compassion 2) Humility 3) Integrity 4) Accountability 5) Equality 6) Consistency 7) Ethics 8) Mutual assistance 9) Pride 10) Initiative 11) Openness 12 ) Unique ideas 13) Products 14 ) 1. Listening , 2. Courage, 3. Inspirational Gratitude, 4. Need, 5. Wisdom, 6. Problem Solving, 7. Usefulness, 8. Opportunity, 9th Politeness, 10th Citizenship, 11th Awareness, 12th Sport , 13th Altruism.
{"title":"Optimal Solution for OCB Improvement Through Strengthening of Servant Leadership, Creativity, and Empowerment (ATT)","authors":"A. Hermawan, W. Sunaryo, S. Hardhienata","doi":"10.34306/att.v5i1sp.307","DOIUrl":"https://doi.org/10.34306/att.v5i1sp.307","url":null,"abstract":"In educational institutions, teachers play a central role in the administrative component. Combined with successfully completing the main tasks described in the job description and feeling that they are doing something special, teachers are the key to the success of an organization. Additional activities that are not directly related to the formal reward system that is applied are called OCB (Organizational Citizenship Behavior). Preliminary research shows that PGRI Bogor Vocational High School (SMK) teachers have little OCB information about variables related to increased OCB. This study aims to discuss the relationship between the increase in teacher OCB with the control variables of leadership, creativity and empowerment. This study uses a correlation analysis technique to determine the relationship between the variables studied and the SITEREM index analysis technique to obtain optimal solutions in increasing teacher OCB. The population of this study was 289 teachers at SMK PGRI Bogor. This population was sampled using the Slovin formula in order to obtain a sample of 168 individuals. Correlation analysis shows that there is a positive correlation between subordinate leadership and OCB with a correlation coefficient ry1 = 0.512, and OCB increases when subordinate leadership is strengthened. Creativity and OCB are positively correlated with a correlation coefficient ry2 = 0.438, and OCB increases with increasing creativity. Empowerment and OCB are positively correlated with a correlation coefficient ry3 = 0.502, and increased empowerment increases OCB. The best solution comes from SITEREM analysis. Therefore, out of 27 indicators, 14 good indicators need to be maintained or further developed, and 13 indicators are still weak and need to be improved. 1) Compassion 2) Humility 3) Integrity 4) Accountability 5) Equality 6) Consistency 7) Ethics 8) Mutual assistance 9) Pride 10) Initiative 11) Openness 12 ) Unique ideas 13) Products 14 ) 1. Listening , 2. Courage, 3. Inspirational Gratitude, 4. Need, 5. Wisdom, 6. Problem Solving, 7. Usefulness, 8. Opportunity, 9th Politeness, 10th Citizenship, 11th Awareness, 12th Sport , 13th Altruism.","PeriodicalId":143921,"journal":{"name":"Aptisi Transactions on Technopreneurship (ATT)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125515577","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Henderi, Q. Aini, D. Manongga, I. Sembiring, Dwi Apriliasari
Significant changes in the financial system are prompted by the growth of the national economy, particularly as a form of payment. The means evolved from barter to things or commodities to metal and paper as the base materials for money before arriving at barter. With such significant changes, there is also a need for a transformation in the world of education in order to welcome technological advancements and one way to survive the changes in the increasingly rapid digital era. As the economic need increases, trade transaction methods shift from traditional to internet-based. One of the necessary international online payment options is bitcoin. For many applications where payments are modest and instantaneous approval is required, Bitcoin is inappropriate because of the high transaction fees and long confirmation periods. As a result, despite the introduction of numerous rival cryptocurrencies to address these problems, the Bitcoin network continues to be the most extensively used payment method. Unquestionably, new finding of this research that effectively address the problems of high transaction costs and transaction verification times are needed if the company is to benefit from its user network. The Lightning Network (LN), which makes use of off-chain bidirectional payment channels between participants, is one of the most recent payment network concepts to be proposed.
{"title":"Transformation of Payment in Education Use Bitcoin with Reduced Confirmation Times","authors":"Henderi, Q. Aini, D. Manongga, I. Sembiring, Dwi Apriliasari","doi":"10.34306/att.v5i1.285","DOIUrl":"https://doi.org/10.34306/att.v5i1.285","url":null,"abstract":"Significant changes in the financial system are prompted by the growth of the national economy, particularly as a form of payment. The means evolved from barter to things or commodities to metal and paper as the base materials for money before arriving at barter. With such significant changes, there is also a need for a transformation in the world of education in order to welcome technological advancements and one way to survive the changes in the increasingly rapid digital era. As the economic need increases, trade transaction methods shift from traditional to internet-based. One of the necessary international online payment options is bitcoin. For many applications where payments are modest and instantaneous approval is required, Bitcoin is inappropriate because of the high transaction fees and long confirmation periods. As a result, despite the introduction of numerous rival cryptocurrencies to address these problems, the Bitcoin network continues to be the most extensively used payment method. Unquestionably, new finding of this research that effectively address the problems of high transaction costs and transaction verification times are needed if the company is to benefit from its user network. The Lightning Network (LN), which makes use of off-chain bidirectional payment channels between participants, is one of the most recent payment network concepts to be proposed.","PeriodicalId":143921,"journal":{"name":"Aptisi Transactions on Technopreneurship (ATT)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-12-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117330334","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Ninda Lutfiani, Sutarto Wijono, U. Rahardja, A. Iriani, Q. Aini, Rafly Ananda Dwi Septian
Since most students begin their studies online, the LMS platform is frequently used. Universities and colleges play a crucial role in adopting many of its LMS platforms. A web-based application software package called Bibliometrics is used to design, test, and evaluate specific learning processes. LMS will be the dominant artificial intelligence-based solution for managing eLearning starting in early 2021. The principal objective of this project is to develop an artificial intelligence-powered LMS portal that enables students to continue studying and receive the most recent lessons from their teachers. Using the Communicate cloud software and Dialog Flow, a chatbot plugin system connected to the Google platform, and based on current needs, research bibliometrics was developed as an LMS project system. Students can interact with the chatbot anytime to satisfy their learning needs as long as they have an internet connection and a student ID card to access the dashboard. The LMS Platform, which was developed utilizing Bibliometrics and Artificial Intelligence approaches to help students access resources and complete teacher tasks, is a novelty in this work, according to earlier publications that have been evaluated.
{"title":"A Bibliometric Study : Recommendation based on Artificial Intelligence for iLearning Education","authors":"Ninda Lutfiani, Sutarto Wijono, U. Rahardja, A. Iriani, Q. Aini, Rafly Ananda Dwi Septian","doi":"10.34306/att.v5i2.279","DOIUrl":"https://doi.org/10.34306/att.v5i2.279","url":null,"abstract":"Since most students begin their studies online, the LMS platform is frequently used. Universities and colleges play a crucial role in adopting many of its LMS platforms. A web-based application software package called Bibliometrics is used to design, test, and evaluate specific learning processes. LMS will be the dominant artificial intelligence-based solution for managing eLearning starting in early 2021. The principal objective of this project is to develop an artificial intelligence-powered LMS portal that enables students to continue studying and receive the most recent lessons from their teachers. Using the Communicate cloud software and Dialog Flow, a chatbot plugin system connected to the Google platform, and based on current needs, research bibliometrics was developed as an LMS project system. Students can interact with the chatbot anytime to satisfy their learning needs as long as they have an internet connection and a student ID card to access the dashboard. The LMS Platform, which was developed utilizing Bibliometrics and Artificial Intelligence approaches to help students access resources and complete teacher tasks, is a novelty in this work, according to earlier publications that have been evaluated.","PeriodicalId":143921,"journal":{"name":"Aptisi Transactions on Technopreneurship (ATT)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130626320","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
This research involves all students of Generation Z who study in West Kalimantan as a population. The questionnaire was designed in google-form and distributed using snowball sampling technique through WhatsApp, Telegram and Line social media, resulting in 6,721 responses. The selection process from the total responses decided 5,178 respondents were eligible and fit the research targets, while 1,543 others were dropped because some were studying outside West Kalimantan and some were still in high school. The age of the respondents spread from 19 to d. 23 years old and by gender, 1,890 of them were male and 3,288 were female. The campuses where they study are spread out at Tanjungpura University, Widya Dharma University, IKIP PGRI, Polnep, Panca Bhakti University, Kapuas Sintang University, Muhamadyah University and other campuses in West Kalimantan. The collected data was processed using WarpPls version 6. The results of data processing and testing stated that all research hypotheses were acceptable. Acceptance of the hypothesis is the basis for researchers to draw conclusions that emotional intelligence variables and career adaptability variables are positive and significant shapers for achievement motivation, emotional intelligence variables are positive and significant shapers for career adaptability, career adaptability variables are a partial mediation in the relationship between emotional intelligence and achievement motivation in generation Z students in West Kalimantan when facing face-to-face lectures after the COVID-19 pandemic.
{"title":"Analysis of the Mediation Role of Career Adaptability In the Relationship Between Emotional Intelligence and Achievement Motivation For Generation Z Students in West Kalimantan","authors":"Sunardi Ginting","doi":"10.34306/att.v4i3.281","DOIUrl":"https://doi.org/10.34306/att.v4i3.281","url":null,"abstract":"This research involves all students of Generation Z who study in West Kalimantan as a population. The questionnaire was designed in google-form and distributed using snowball sampling technique through WhatsApp, Telegram and Line social media, resulting in 6,721 responses. The selection process from the total responses decided 5,178 respondents were eligible and fit the research targets, while 1,543 others were dropped because some were studying outside West Kalimantan and some were still in high school. The age of the respondents spread from 19 to d. 23 years old and by gender, 1,890 of them were male and 3,288 were female. The campuses where they study are spread out at Tanjungpura University, Widya Dharma University, IKIP PGRI, Polnep, Panca Bhakti University, Kapuas Sintang University, Muhamadyah University and other campuses in West Kalimantan.\u0000The collected data was processed using WarpPls version 6. The results of data processing and testing stated that all research hypotheses were acceptable. Acceptance of the hypothesis is the basis for researchers to draw conclusions that emotional intelligence variables and career adaptability variables are positive and significant shapers for achievement motivation, emotional intelligence variables are positive and significant shapers for career adaptability, career adaptability variables are a partial mediation in the relationship between emotional intelligence and achievement motivation in generation Z students in West Kalimantan when facing face-to-face lectures after the COVID-19 pandemic.","PeriodicalId":143921,"journal":{"name":"Aptisi Transactions on Technopreneurship (ATT)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-10-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121560768","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
U. Rahardja, Q. Aini, Po Abas Sunarya, D. Manongga, Dwi Julianingsih
Artificial intelligence techniques to forecasts based on the Community Multiscale Air Quality (PM2.5) operational model can be known using TensorFlow. TensorFlow was used in this study to assess the scores of the Recurrent Neural Networks (RNN) input variables on the 6-hour forecast for July-October 2022. The relevance scores for the one- and two-day forecasts are represented by the sum of the relevance scores across the target prediction timeframe 2–5 and 4–7 previous time steps. The initial selection of input variables was based on their correlation coefficient with the measured PM2.5 concentration. Still, the order of contribution of the input variables measured by TensorFlow was different from the order of their correlation coefficients, which indicated an inconsistency between the linear and nonlinear variables of the method. It was found that the retraining of the RNN model using a subset of variables with a high relevance score resulted in a predictive ability similar to the initial set of input variables.
{"title":"The Use of TensorFlow in Analyzing Air Quality Artificial Intelligence Predictions PM2.5","authors":"U. Rahardja, Q. Aini, Po Abas Sunarya, D. Manongga, Dwi Julianingsih","doi":"10.34306/att.v4i3.282","DOIUrl":"https://doi.org/10.34306/att.v4i3.282","url":null,"abstract":" Artificial intelligence techniques to forecasts based on the Community Multiscale Air Quality (PM2.5) operational model can be known using TensorFlow. TensorFlow was used in this study to assess the scores of the Recurrent Neural Networks (RNN) input variables on the 6-hour forecast for July-October 2022. The relevance scores for the one- and two-day forecasts are represented by the sum of the relevance scores across the target prediction timeframe 2–5 and 4–7 previous time steps. The initial selection of input variables was based on their correlation coefficient with the measured PM2.5 concentration. Still, the order of contribution of the input variables measured by TensorFlow was different from the order of their correlation coefficients, which indicated an inconsistency between the linear and nonlinear variables of the method. It was found that the retraining of the RNN model using a subset of variables with a high relevance score resulted in a predictive ability similar to the initial set of input variables. ","PeriodicalId":143921,"journal":{"name":"Aptisi Transactions on Technopreneurship (ATT)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-10-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129091453","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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