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All Journal J-SAKTI (Jurnal Sains Komputer dan Informatika) J-SAKTI (Jurnal Sains Komputer dan Informatika) Socio Historica: Journal of Islamic Social History
Azzahra, Nadya Salma
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Religion Humanities Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Energy Social Sciences

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Perbandingan Algoritma Untuk Analisis Sentimen Pada Twitter Transportasi Umum Commuterline Novaneliza, Rizka; Handayani, Fitri; Suhandar, Reja Juniarsah; Surono, Hendro; Azzahra, Nadya Salma; Nadilla, Dya
J-SAKTI (Jurnal Sains Komputer dan Informatika) Vol 7, No 1 (2023): EDISI MARET
Publisher : STIKOM Tunas Bangsa Pematangsiantar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30645/j-sakti.v7i1.566

Abstract

KRL Commuter Line is a common transportation that is in great demand by the public. Affordable rates are the reason why commuter lines are in high demand. With so many users of this transportation service, the KRL Commuter Line must continue to improve services. In the process, there are often obstacles that cause users to make complaints. Users of Commuter Line often make complaints or give their opinions via social media twitter. In this study, sentiment analysis was carried out to Commuter Line users. Sentiment analysis is performed for the classification of tweets or tweets regarding commuter line service into positive and negative sentiments. The focus of this study is to compare the Support Vector Machine (SVM), SVM-Particle Swarm Optimization, Naive Bayes and NB-Adaboost algorithms. The data used was 1001 tweet data on Twiiter @CommuterLine. The comparison results obtained average values for SVM: 78.15%, SVM-PSO: 79.47%, NB: 76.67% and NB-Adaboost: 78.80%. So that it can be seen that the classification of algorithms using optimization methods can increase the average value. In this study, the SVM algorithm with the PSO optimization method is a better classification used compared to the SVM algorithm, Naive Baiyes and Naive Bayes with AdaBoost optimization.
Perbandingan Algoritma Untuk Analisis Sentimen Pada Twitter Transportasi Umum Commuterline Novaneliza, Rizka; Handayani, Fitri; Suhandar, Reja Juniarsah; Surono, Hendro; Azzahra, Nadya Salma; Nadilla, Dya
J-SAKTI (Jurnal Sains Komputer dan Informatika) Vol 7, No 1 (2023): EDISI MARET
Publisher : STIKOM Tunas Bangsa Pematangsiantar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30645/j-sakti.v7i1.566

Abstract

KRL Commuter Line is a common transportation that is in great demand by the public. Affordable rates are the reason why commuter lines are in high demand. With so many users of this transportation service, the KRL Commuter Line must continue to improve services. In the process, there are often obstacles that cause users to make complaints. Users of Commuter Line often make complaints or give their opinions via social media twitter. In this study, sentiment analysis was carried out to Commuter Line users. Sentiment analysis is performed for the classification of tweets or tweets regarding commuter line service into positive and negative sentiments. The focus of this study is to compare the Support Vector Machine (SVM), SVM-Particle Swarm Optimization, Naive Bayes and NB-Adaboost algorithms. The data used was 1001 tweet data on Twiiter @CommuterLine. The comparison results obtained average values for SVM: 78.15%, SVM-PSO: 79.47%, NB: 76.67% and NB-Adaboost: 78.80%. So that it can be seen that the classification of algorithms using optimization methods can increase the average value. In this study, the SVM algorithm with the PSO optimization method is a better classification used compared to the SVM algorithm, Naive Baiyes and Naive Bayes with AdaBoost optimization.
Kebaya dan Kelas Sosial Wanita Jawa pada Masa Kolonial (1890-1940): Perspektif Habitus Bourdieu Azzahra, Nadya Salma; Sakinah, Adiyba Humaira; Ulya, Syafaatul
Socio Historica: Journal of Islamic Social History Vol 2, No 2 (2023): Desember 2023
Publisher : Faculty of Adab and Humanities, Syarif Hidayatullah State Islamic University of Jakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15408/sh.v2i2.39899

Abstract

This research aims to find out the relationship between kebaya and social class of Javanese women during the colonial period (1890-1940) by using the perspective of Pierre Bourdieu's habitus theory, as well as knowing how kebaya plays a role in emphasising the social structure during the colonial period. The method used is the historical method with literature study analysis through archival data, photographs, and literature such as books and journals related to the discussion of kebaya and social class in the Dutch East Indies. The results show that kebaya not only functions as a traditional dress, but also as a symbol that reflects and influences a woman's social class. During the colonialism era, kebaya was worn by aristocrats and commoners, including women of Chinese and Dutch descent. This successfully demonstrated their adaptation to the local culture. The variety of designs, patterns, colours and materials of the kebaya itself reflected the social status that maintained the social structure in colonial society. Various types of kebaya were also created in the colonial era such as Kebaya Kartini, Kebaya Encim, European Kebaya, and others. Through the habitus perspective, kebaya can be understood as part of a social habit that is influenced by social structure and history. This research provides a new perspective by applying Pierre Bourdieu's habitus theory, which helps explain how kebaya is not only a garment but also a symbol of status and identity that is acquired and maintained through social practices. The significance of this research is that it enriches the understanding of how kebaya played a role in the social and cultural dynamics of the colonial period in Indonesia. In conclusion, kebaya was an important tool in the formation and reproduction of social class structures in colonial Java, in accordance with Pierre Bourdieu's habitus theory that links cultural practices with social status positions.
Kebaya dan Kelas Sosial Wanita Jawa pada Masa Kolonial (1890-1940): Perspektif Habitus Bourdieu Azzahra, Nadya Salma; Sakinah, Adiyba Humaira; Ulya, Syafaatul
Socio Historica: Journal of Islamic Social History Vol. 2 No. 2 (2023): Vol. 2, No. 2, Desember 2023
Publisher : UIN Syarif Hidayatullah Jakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15408/sh.v2i1.39899

Abstract

Penelitian ini bertujuan untuk mengetahui hubungan antara kebaya dan kelas sosial wanita Jawa pada masa kolonial (1890-1940) dengan menggunakan perspektif teori habitus Pierre Bourdieu, serta mengetahui bagaimana kebaya berperan dalam tekanan struktur sosial pada masa kolonial tersebut. Metode yang digunakan adalah metode sejarah dengan studi analisis pustaka melalui data arsip, foto, dan literatur seperti buku dan jurnal yang terkait dengan pembahasan kebaya dan kelas sosial di Hindia Belanda. Hasil penelitian menunjukkan bahwa kebaya tidak hanya berfungsi sebagai pakaian tradisional, tetapi juga sebagai simbol yang mencerminkan dan mempengaruhi kelas sosial wanita. Pada era kolonialisme, kebaya dikenakan oleh kalangan bangsawan hingga rakyat biasa, termasuk wanita keturunan Tionghoa dan Belanda. Hal ini berhasil menunjukkan adaptasi mereka terhadap budaya lokal. Variasi desain, pola, warna, hingga bahan dari kebaya sendiri menggambarkan status sosial yang mempertahankan struktur sosial dalam masyarakat kolonial. Berbagai jenis kebaya juga tercipta di era kolonial seperti Kebaya Kartini, Kebaya Encim, Kebaya Eropa, dan lainnya. Melalui perspektif habitus, kebaya dapat dipahami sebagai bagian dari kebiasaan sosial yang dipengaruhi oleh struktur sosial dan kesejarahan. Penelitian ini memberikan perspektif baru dengan menerapkan teori kebiasaan yang dikemukakan oleh Pierre Bourdieu, yang membantu menjelaskan bagaimana kebaya tidak hanya sebagai pakaian tetapi juga sebagai simbol status dan identitas yang diperoleh dan dipertahankan melalui praktik sosial. Signifikansi penting dalam penelitian ini adalah memperkaya pemahaman tentang bagaimana kebaya berperan dalam dinamika sosial dan budaya pada masa kolonial di Indonesia. Kesimpulannya, kebaya merupakan alat penting dalam pembentukan dan reproduksi struktur kelas sosial di Jawa pada masa kolonial, sesuai dengan teori habitus Pierre Bourdieu yang menghubungkan praktik budaya dengan posisi status sosial. 
Co-Authors Fitri Handayani Nadilla, Dya Novaneliza, Rizka Sakinah, Adiyba Humaira Suhandar, Reja Juniarsah Surono, Hendro Ulya, Syafaatul