Model Sem-PLS Terbaik Untuk Evaluasi Pembelajaran Matematika Diskrit Dengan LMS

Mardiana, Novi; Faqih, Ahmad

doi:10.30598/barekengvol13iss3pp157-170ar898

Cited by 8 publications

(5 citation statements)

References 18 publications

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“…In terms of model interpretation, the SEM-PLS model is more powerful because it is able to describe the relationship of each variable and is better than the SVR model when the model has a linear relationship. The results of this study are strengthened by research conducted by Ni Wayan Ayuni which states that the FFNN model is able to produce the best model when compared to the multiple linear regression model [20]. In addition, it is also supported by research by Ayu Mahdiah et al which states that the backpropagation model (FFNN) is a model that has the highest accuracy value compared to the SVR model.…”

Section: Comparison Modelsupporting

confidence: 51%

Community Purchase Decision Modeling in Bali with Non-Linier Methods

Hendayanti¹,

Nurhidayati

Soraya

et al. 2022

matrik

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The Covid-19 pandemic has resulted in all activities having to be carried out by implementing physical distancing or social distancing in accordance with health protocols for mutual safety. The government encourages people to do more activities at home, including shopping. Consumer perception of purchasing goods online is a process of evaluating various alternatives and choosing one alternative to purchase goods using internet media. The government appealed to the public to take advantage of online shopping to minimize the spread of Covid-19. This indicates that there are factors that influence consumer perceptions of purchasing goods online during the Covid-19 pandemic. The purpose of this study was to examine the effect of perceived convenience, perceived benefits, perceived trustworthiness, and product quality on people’s purchasing decisions in Bali using the Structural Equation Modeling-Partial Least Square (SEM-PLS) approach, Support Vector Regression (SVR), and Feed Forward Neural Network (FFNN). Based on the results of the tests carried out, the SEM-PLS model is able to produce a model with an R2 value of 72.7% with a MAPE of 337.37, an SVR model of 65.88% with a MAPE of 219.56 and a FFNN model of 97.28% with a MAPE of 90.22. Based on the resulting R2 and MAPE values, the FFNN model gives the highest results compared to other models.

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Section: Comparison Modelsupporting

confidence: 51%

Community Purchase Decision Modeling in Bali with Non-Linier Methods

Hendayanti¹,

Nurhidayati

Soraya

et al. 2022

matrik

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“…The aim of this test is to ensure that the measurement model is valid and reliable. According to Mardiana & Faqih (2019), the three indicators that must be evaluated are (1) convergent validity is to measure the model is bias-free; (2) discriminant validity is to measure the model is consistent; and (3) composite reliability is to measure the model is reliable. The number for model is classified as valid and reliable should be above 0.60.…”

Section: Data Analysis Methodsmentioning

confidence: 99%

Pengaruh Partisipasi Penganggaran terhadap Kesenjangan Anggaran dengan Komunikasi sebagai Variabel Moderasi: Studi Perusahaan di Batam

Kusnadi

Oktavia

Sukmasari

et al. 2021

Jakman

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Purpose: This study aimed at examining the effect of budgeting participation with communication as an intervening variable towards budgetary slack Research Methodology: A quantitative approach was the method used for this analysis. The research was obtained by primary data through the online questionnaire with 255 respondents in Batam’s service companies. The PLS-based structural equation modeling has been used to calculate the statistic of the data. Results: Based on the hypothesis testing result, the result shows that budgeting participation has a significant and positive effect on budgetary slack meaning H1 is accepted. Budgeting participation has a significant and positive effect on communication meaning H2 is accepted. Communication has a significant and positive effect on budgetary slack meaning that H3 is rejected. Communication can mediate budgeting participation on budgetary slack precisely strengthen the budgeting participation towards budgetary slack meaning H4 is accepted Limitations: This study only uses a service company in Batam as a research sample and the communication model used is Kenis (1979) who has modified in research (Ruliana, 2014) Contribution: This study contributes to disseminating information about the influence of budgeting participation as an independent variable on budgetary slack as the dependent variable can be moderated by communication so that the company needs to consider the budgeting process and build a communication climate so that employees can improve their performance.

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“…Evaluasi Model Struktural (Inner Model) bertujuan memprediksi hubungan antar variabel laten berdasarkan teori subtantif dengan menggunakan R-square untuk konstruk endogen dan nilai t-statistik dari pengujian koefisien jalur. Dalam evaluasi ini terdapat beberapa indikator yang perlu diperhatikan yaitu: koefisien determinasi (R2), koefisien jalur (Path Coefficient), T-Statistic, predictive relevance (Q2), dan F-square (Mardiana, 2019).…”

Section: Persamaan Model Pengukuran (Outer Dan Inner Model)unclassified

Keterkaitan Produksi dan Konsumsi Telur Ayam Ras dalam Memenuhi Kebutuhan Pangan Hewani di Sulawesi Selatan

Nurul Fatimah Syam,

Ahmad Ramadhan Siregar,

Ariady Arsal

2024

JGT

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The research aims to analyze the factors that influence production and consumption and the relationship between the production and consumption of purebred chicken eggs in meeting animal food needs in South Sulawesi. The methods used in this research are descriptive analysis method and quantitative analysis. The sample in this research was 120 breeders and household consumers. The data collected is primary and secondary. Primary data was obtained from respondents through observation, interviews, and distribution of questionnaires. Primary data processing uses the SEM-PLS (Structural Equation Modeling-Partial Least Square) method. Secondary data was obtained from the Central Statistics Agency, Livestock Service, and South Sulawesi Agricultural Extension Center. The research results show that the R-squared value of egg production is 0.792. This value shows that feed, DOC, labor, and capital have a positive and significant effect on egg production of 79.2%. Furthermore, the R-squared value of egg consumption is 0.812. This value shows that price, income, population, and taste positively and significantly affect egg production by 81.2%. Furthermore, the R-Square value of Fulfillment of Animal Needs is 0.530, which means that Egg Consumption and Egg Production can explain or influence positively and significantly the Fulfillment of Animal Needs by 53% with a production coefficient value of ?= 0.479 > Consumption coefficient ?= 0.478.

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Model Sem-PLS Terbaik Untuk Evaluasi Pembelajaran Matematika Diskrit Dengan LMS

Cited by 8 publications

References 18 publications

Community Purchase Decision Modeling in Bali with Non-Linier Methods

Community Purchase Decision Modeling in Bali with Non-Linier Methods

Pengaruh Partisipasi Penganggaran terhadap Kesenjangan Anggaran dengan Komunikasi sebagai Variabel Moderasi: Studi Perusahaan di Batam

Keterkaitan Produksi dan Konsumsi Telur Ayam Ras dalam Memenuhi Kebutuhan Pangan Hewani di Sulawesi Selatan

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