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Generating Concept Effect Relationship Based On Frequency Of Concept’s Co-Occurrence Using Concept-Rank Algorithms
No full textUnderstanding a topic in a course mainly consists of many concepts, which is challenging for students. It is because, usually, those concepts need to be conveyed with information on the relationships between concepts to solve the problem. Students' different limits, backgrounds, and goals have made research regarding concepts become even more challenging. Researchers have applied various learning path personalization strategies employing multiple methods and
techniques, including depicting the connections between topic concepts. However, the strategy has several problems to solve, one of which is the main and exciting is the process of generating connections between concepts which is seen as a weighted-directed graph. This research offers a new practical and adaptive method for constructing Concept Effect Relationship (CER), a more specific concept map, by
identifying the co-occurrence frequency of concepts hidden in a set of questions. It is proven that it is possible to extract the hidden concept when it appears simultaneously in the question item. It can be used to determine the weight and direction of each concept's node to generate CERs
IMPLEMENTASI CONVOLUTIONAL NEURAL NETWORK PADA PENGENALAN EKSPRESI WAJAH UNTUK ANAK USIA DINI
Get PDFEarly age is a golden age that can quickly develop memory to capture everything in the surrounding environment, both behavior and words. Education in early childhood is important for social-emotional training in children. Early childhood facial expressions also indirectly reveal the contents of the child's mind which can be sustainable in daily behavior which affects learning for early childhood growth and development. To avoid inhibiting early childhood growth, the face expression recognition model can be used to help identify children's emotional conditions by recognizing facial expressions. This face expression recognition model is built by applying CNN (Convolutional Neural Network) intelligence and using OpenCV using the Django framework. The dataset used in this research is a collection of faces of every early childhood from various ethnicities. From
the research and model-building process that has been carried out, the output display of facial expression
detection results is obtained in the form of a percentage and description of the child's expression. The purpose of detecting children's faces is to recognize the emotional condition of a child as a reference for taking the right
steps to behave and act in educating early childhood
THE EFFECT OF DYNAMIC CAPABILITIES ON ORGANIZATION RESILIENCE WITH MEDIATION OF DIGITAL TRANSFORMATION: A COMPARISON
Get PDFDynamic capabilities are a topic that is currently hotly discussed and attracting attention. There is a lot of research involving dynamic capabilities and their effects on various things. This research compares two studies regarding the effects of dynamic capabilities on organizational resilience with the intervening variable digital transformation. The data used was taken from two articles that examined the same object using different respondents and produced different findings. The two articles were compared to find out why they had different results or findings. The results obtained are that human resources are required to be prepared in using digital transformation and respondents who understand the subject under study. Thus, in selecting respondents, criteria are needed that meet the requirements in order to get the right respondent
SPACE SYNTAX IN ADJUSTMENT OF SPACE PATTERNS OF SOFBOL STATIONS IN SURABAYA
Get PDFStadiums generally have much access to entrances and exits; this is related to the
spectator capacity of the stadium, which is quite a lot. The ease of user activity with
the existing spatial configuration structure is unknown. The adjustment of the softball
stadium plan is intended to provide a level of clarity in the pattern of relationships
between spaces and a level of ease of accessibility in achieving these spaces. Apart
from that, it is also essential to know and understand the fundamental movement
patterns of users in it. The space syntax analysis method is used to find clarity
regarding the pattern of configuration of relationships between spaces in the ease of
outreach of activities for users in the stadium. Analysis related to connectivity,
integrity and intelligibility patterns can provide the appropriate picture results in an
axial line. The expected result is that the pattern of relationships between spaces for
ease of user activity in them feels very far-reaching, especially on the 1st to 3rd floors.
There needs to be a clear link on these floors to understand the spatial configuration
structure for the users inside. The floor with the most optimal quality with an
intelligibility value close to 1 is floor 4, where on this floor, the range of activities is
relatively close together and not too wide
Pengaruh Produk, Harga Dan Kualitas Pelayanan Terhadap Kepuasan Konsumen Menginap Di Kedai Coffee Toffee Surabaya
Get PDFThe development of coffee business trends in Indonesia has been going quite rapidly in recent times. One form of the coffee business that is most often found today is the coffee shop. This study aims to determine the effect of product, price, and service quality on customer satisfaction at Kedai Coffee Toffee Surabaya. The population in this study were consumers who visited the Toffee Coffee Shop in Surabaya and the sample in this study was 75 respondents. Based on the results of data processing with SPSS version 25, it was found that all statement items from all variables were declared valid because r count > from r table and all variables were declared reliable because Cronbach Alpha > 0.6. The results of the normality test stated that the data in this study were normally distributed and declared valid. In the multicollinearity test, the tolerance value of all variables was found to be more than 0.10 and the VIF value was less than 10 so that it can be concluded that the research data did not experience multicollinearity between the independent variables. In the heteroscedasticity test, it can be seen that the points spread over the number 0 on the Y axis and do not form a clear pattern, so heteroscedasticity occurs in the regression model. Multiple linear regression is obtained by the regression model as follows Y=1.680+0.106X1+0.310X2+0.307X3. the result of the test for the determinant coefficient (R2) is 0.675, which means that product, price, and service quality have a strong influence on customer satisfaction by 67.5%. In the t test it was found that product, price and service quality had a
significant effect on customer satisfaction at Kedai Coffee Toffee Surabay
PENGARUH HARGA, KUALITAS MAKANAN, DAN KUALITAS PELAYANAN TERHADAP KEPUTUSAN PEMBELIAN PADA RESTORAN AYAM BAKAR PRIMARASA CABANG KUSUMA BANGSA SURABAYA
Get PDFThis study aims to determine the effect of price, food quality, and service quality on purchasing decisions at the Primarasa Grilled Chicken Restaurant, Kusuma Bangsa Branch. In this study, the population is consumers who make purchases at the Primarasa Grilled Chicken Restaurant in the Kusuma Bangsa Branch, Surabaya. The technique used in sampling in this study was nonprobability sampling with
a purposive sampling approach with a total sample of
75 respondents Based on data processing using SPSS version 22, the validity test results in this study resulted in r count ≥ r table (0.2272) with a significant level of 0.05
and all statement items in this study were declared valid. The results of the reliability test showed that the variables in this study were reliable by showing
Cronbach Alpha values ≥ 0.60. The normality test shows that this research fulfills the assumptions of normality and the data shows a normal distribution pattern. The multicollinearity test in this study resulted in a tolerance value > 0.10 and a VIF value < 10 where multicollinearity did not occur. The heteroscedasticity test showed that in this study there was no heteroscedasticity. Multiple linear
regression test, namely, Y = 1.873 + 0.199 (X1) + 0.321 (X2) + 0.359 (X3). The coefficient of determination test produces an Adjusted R Square value of (0.431) which shows that the X variable has a strong contribution to the purchasing decision (Y). The results of the t test obtained Price (X1) has no effect on consumer purchasing decisions at the Ayam Bakar Primarasa Branch of Kusuma Bangsa Surabaya with a t value of 1.828 t table 1.99394 with a significant level of 0.011<0.05, which means that food quality has a significant
effect on purchasing decisions. Service Quality (X3) = t count 3.526 > t table 1.99394 with a significant level of 0.001 <0.05 meaning that service quality has a significant effect on purchasing decisions
ANALISIS PENGARUH SELF ESTEEM, SELF EFFICACY, DAN JOB SATISFACTION TERHADAP KINERJA PERSONIL PADA ORGANISASI TARIAN SINGA DAN NAGA KSATRIA SURABAYA
Get PDFKsatria Lion and Dragon Dance is one of the lion dance organizations located in Surabaya which is engaged in the preservation of arts and culture. The organization itself has a strength that lies in human resources, in short, without cooperation between humans, the goals of an organization will never be achieved. However, in reality not all of these human resources can carry out their roles
properly. This is supported by its relation to self-esteem, self-efficacy, and job satisfaction. In this study using quantitative research methods with a population that is a
member of the Ksatria Lion and Dragon Dance Organization, with the condition that it has legally become part of the Ksatria family. The number of respondents in this study was 40 respondents, according to the number of team members. The
sample used in this study uses a saturated sample technique, which means that the population is the same as the sample. Data collection techniques using a questionnaire. Based on the results of data processing using the SPSS software application version 25.0, the results obtained were that all items for each variable were declared valid with rcount > rtable of 0.3044 and a Sig. < 0.05. All items on the reliability test were declared reliable with a Cronbach's Alpha value ≥0.60. The results of the Kolmogorov – Smirnov method normality test show that the data is normally
distributed. The results of the multicollinearity test showed no symptoms of multicollinearity with a tolerance value of > 0.10 and VIF < 10. The heteroscedasticity test showed that in this study there was no heteroscedasticity.
The results of the multiple linear regression equation in this study are Y = 15.047 + 0.168 X1 + 0.307 X2 + 0.122 X3. The coefficient of determination test yields an Adjusted R Square of 0.821 or 82.1% which indicates the magnitude of the influence of self-esteem, self-efficacy, and job satisfaction variables. The results of the t test show that all of the variables in this study have an effect on personnel performance with a Sig value. < 0.05
PENGARUH KUALITAS PRODUK, PERSEPSI HARGA, DAN STORE ATMOSPHERE TERHADAP KEPUTUSAN PEMBELIAN KONSUMEN ERIGO DI GALAXY MALL 3 SURABAYA
Get PDFThe development of fashion brands in this modern era is increasingly diverse, starting from head to toe, everyone needs attractive fashion as a sign that people have a lifestyle that is in line with modern developments. Many companies produce fashion brands, one of the brands founded by the nation's children is "Erigo" which carries the theme of casual fashion which is currently developing, and is still being maintained. Erigo is one of the most popular brands among young people and adults alike. Erigo products are often included in the list of local distro brand recommendations that are able to penetrate the international market. This study aims to determine the effect of product quality, price perception and store atmosphere on purchasing decisions for Erigo products at Galaxy Mall 3 Surabaya. The method used is a quantitative method. The population in this study were Erigo consumers at Galaxy Mall 3 Surabaya with the condition that they had purchased Erigo products with at least one purchase. The technique used in this study was a purposive sampling technique with a total sample of 75 respondents. Data collection techniques using questionnaires that have been tested for validity and reliability. The data analysis technique used is multiple linear regression.
The results of data analysis showed that all statement items of each variable in the questionnaire were declared valid with a value of r count > r table of 0.2272, all
variables were declared reliable with a Cronbanch's Alpha value > 0.60. The results of the P-P plots of the Normality Test show that the data used in this study are normally distributed. The results of the multicollinearity test showed no symptoms of multicollinearity between the independent variables in the regression model with a tolerance value of > 0.10 and VIF < 10. The results of the
Heteroscedasticity test showed no symptoms of Heteroscedasticity in the regression model because it did not form a clear pattern and there was a distribution of points above and below on the number 0 and the Y axis. The results of the multiple linear regression equation in this study are Y = 0.736 + 0.176 X1 + 0.187 X2 + 0.263 X3. Contribution of Product Quality, Perceived Price, Store
Atmosphere to Erigo's Purchase Decision at Galaxy Mall 3 Surabaya based on adjusted R square is 78.4% which is included in the high category. The results of data analysis t test shows that the product quality variable has a significant effect on purchasing decisions with t count 4.534 > t table 1.66660 and a significance of 0.000 t table 1.66660 and a significance of 0.021 t table 1.66660 and a significance of 0.000 <0.05
PENGARUH KUALITAS PRODUK, HARGA DAN PROMOSI TERHADAP KEPUTUSAN PEMBELIAN TOKO ONLINE LAZADA (Studi Kasus Pada Mahasiswa Universitas Katolik Darma Cendika)
Get PDFThis research was conducted with the aim of knowing the effect of product quality, price and promotion on the purchasing decision of the Lazada online store for Universitas Katolik Darma Cendika Surabaya. Type of quantitative research. The sample in this study were 75 people who had shopped at the Lazada online store. The sampling technique is purposive sampling, the type of data used is primary data. Data collection method using aquestionnaire. Data analysis in reseach using multiple linear regression techniques along with the coefficient of
determination. The result of the study indicate that there is a positive and significant relationship between product quality, price and promotion variables on purchasing decisions for Lazada online stores
PENGARUH KUALITAS PELAYANAN, KUALITAS PRODUK DAN HARGA TERHADAP KEPUASAN KONSUMEN PADA SUZANNA BABY SHOP SURABAYA
Get PDFThe birth rate in Surabaya in 2016 was 31,572 babies. Compared to the previous year, several areas in Surabaya also experienced a gradual increase in the birth rate. Along with the increase in baby births in Surabaya, many baby equipment shops have been established to meet the needs of babies. One of them is the Suzanna Baby Shop which is located on Jl. Kertajaya No. 163-165, Surabaya. The purpose
of this study was to determine the effect of Service Quality, Product Quality and Price on Suzanna Baby Shop's Consumer Satisfaction. The population in this study were Suzanna Baby Shop consumers with a total of 75 respondents, where the population was taken as a research sample, so the sample used in this study was a saturated sample. Data management uses SPSS version 22. In the validity test it
was found that all statement items were declared valid, because r count > r table 0.227 and a significant value <0.05 and the results of the Reliability test stated that
all variables had a Cronbach's Alpha value > 0.6, which means that all variables are declared reliable. Then the results of the Normality test state that the data presented is normally distributed with the points spread in a diagonal direction. In the multicollinearity test, the Tolarance value is > 0.10 and the VIF value is < 10, so multicollinearity does not occur. In the Heteroscedasticity test, it was found that the points were spread above and below the number 0 on the Y axis and did not form a clear pattern, so heteroscedasticity did not occur. In the multiple linear regression test, the following equation is produced: Y = 3.627 + - 0.102 X1 + 0.442 X2 + 0.050 X3. The result of the test for the coefficient of determination (R2) is 0.582, which means it has a moderate contribution. In the t test it was found that Service Quality and Price had no effect on Suzanna Baby Shop Surabaya's consumer satisfaction, while Product Quality had a significant effect on Suzanna Baby Shop Surabaya's Consumer Satisfactio