Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi), 2021
Personality provides a deep insight of someone and has an important part in someone’s job perform... more Personality provides a deep insight of someone and has an important part in someone’s job performance. Predicting personality through social media has been studied on several research. The problem is how to improve the performance of personality prediction system. The purpose of this research is to predict personality on Twitter users and increase the performance of the personality prediction system. An online survey using Big Five Inventory (BFI) questionnaire has been distributed and gathered 295 Twitter users with 511,617 tweets data. In this research, we experiment on two different methods using Support Vector Machine (SVM), and the combination of SVM and BERT as the semantic approach. This research also implements Linguistic Inquiry Word Count (LIWC) as the linguistic feature for personality prediction system. The results showed that combination of these two methods achieve 79.35% accuracy score and with the implementation of LIWC can improve the accuracy score up to 80.07%. Ov...
This research was intended to improve the ability in descriptive writing achievement through Dial... more This research was intended to improve the ability in descriptive writing achievement through Dialogue Journal technique for the eighth grade students of SMP PGRI Sukamoro in the academic year 2018/2019. The objectives of this research were to find out (1) the significant difference in descriptive writing achievement of the eighth grade students of SMP PGRI Sukamoro between before and after they were taught by using dialogue journal and (2) the significant difference in descriptive writing achievement between the eighth grade students of SMP PGRI Sukamoro who were taught by using dialogue journal and those who are not. The research design used in this research was quasi experimental, there were 50 students from 2 classes as sample. The two classes were divided into the experimental group and control group. Each group had 25 students. Both groups were given pretest and posttest. The data were analyzed by using Paired Sample t-Test and Independent Sample t-Test. The results obtained fr...
Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi), 2021
Personality provides a deep insight of someone and has an important part in someone’s job perform... more Personality provides a deep insight of someone and has an important part in someone’s job performance. Predicting personality through social media has been studied on several research. The problem is how to improve the performance of personality prediction system. The purpose of this research is to predict personality on Twitter users and increase the performance of the personality prediction system. An online survey using Big Five Inventory (BFI) questionnaire has been distributed and gathered 295 Twitter users with 511,617 tweets data. In this research, we experiment on two different methods using Support Vector Machine (SVM), and the combination of SVM and BERT as the semantic approach. This research also implements Linguistic Inquiry Word Count (LIWC) as the linguistic feature for personality prediction system. The results showed that combination of these two methods achieve 79.35% accuracy score and with the implementation of LIWC can improve the accuracy score up to 80.07%. Ov...
This research was intended to improve the ability in descriptive writing achievement through Dial... more This research was intended to improve the ability in descriptive writing achievement through Dialogue Journal technique for the eighth grade students of SMP PGRI Sukamoro in the academic year 2018/2019. The objectives of this research were to find out (1) the significant difference in descriptive writing achievement of the eighth grade students of SMP PGRI Sukamoro between before and after they were taught by using dialogue journal and (2) the significant difference in descriptive writing achievement between the eighth grade students of SMP PGRI Sukamoro who were taught by using dialogue journal and those who are not. The research design used in this research was quasi experimental, there were 50 students from 2 classes as sample. The two classes were divided into the experimental group and control group. Each group had 25 students. Both groups were given pretest and posttest. The data were analyzed by using Paired Sample t-Test and Independent Sample t-Test. The results obtained fr...
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Papers by Ghina Aulia Salsabila