Sentiment Analysis of Indonesian Citizen Tweets Using Support Vector Machine on the Rebranding of Twitter to X
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B. Liu, Sentiment analysis and opinion mining. Cham : Springer Nature Switzerland Ag , 2022.
I. Zulfa and E. Winarko, “Sentimen analisis tweet berbahasa Indonesia dengan Deep Belief Network,” Indonesian Journal of Computing and Cybernetics Systems (IJCCS), vol. 11, no. 2, pp. 187–198, Jul. 2017.
E. Dwoskin, “Facebook is changing its name to Meta as it focuses on the virtual world,” The Washington Post, Washinton, D.C., Oct. 28, 2021. Accessed: Sep. 13, 2023. [Online]. Available: https://www.washingtonpost.com/technology/2021/10/28/facebook-meta-name-change/
S. Tunca, B. Sezen, and V. Wilk, “An exploratory content and sentiment analysis of the guardian metaverse articles using leximancer and natural language processing,” J Big Data, vol. 10, no. 82, pp. 1–34, May 2023.
Ö. Ağralı and Ö. Aydın, “Tweet classification and sentiment analysis on Metaverse related messages,” Journal of Metaverse, vol. 1, no. 1, pp. 25–30, Dec. 2021.
A. Ahmad and W. Gata, “Sentimen analisis masyarakat Indonesia di Twitter terkait Metaverse dengan algoritma Support Vector Machine,” Jurnal JTIK (Jurnal Teknologi Informasi dan Komunikasi), vol. 6, no. 4, pp. 548–555, Mar. 2022.
Moch. F. Nasvian and R. Afif, “Public opinion on Facebook rebrand to Meta: A Twitter big data analysis on the first 24 hours after Meta launched,” Jurnal IPTEK-KOM (Jurnal Ilmu Pengetahuan dan Teknologi Komunikasi), vol. 24, no. 1, pp. 1–19, Jun. 2022.
M. R. Rafiq, R. I. Hussain, and S. Hussain, “The impact of logo shapes redesign on brand loyalty and repurchase intentions through brand attitude,” International Review of Management and Marketing (IRMM), vol. 10, no. 5, pp. 117–126, Sep. 2020.
R. Mac and T. Hsu, “From Twitter to X: Elon Musk begins erasing an iconic internet brand,” The New York Times, New York, Jul. 24, 2023. Accessed: Sep. 12, 2023. [Online]. Available: https://www.nytimes.com/2023/07/24/technology/twitter-x-elon-musk.html
C. M. Annur, “Jumlah Pengguna Twitter di Indonesia capai 14,75 juta per April 2023, peringkat keenam dunia,” Katadata.co.id, Jakarta, May 31, 2023. Accessed: Sep. 13, 2023. [Online]. Available: https://databoks.katadata.co.id/index.php/datapublish/2023/05/31/jumlah-pengguna-twitter-di-indonesia-capai-1475-juta-per-april-2023-peringkat-keenam-dunia
R. Mahendra, H. S. Putra, D. R. Faisal, and F. Rizki, “Gender prediction of Indonesian Twitter users using tweet and profile features,” Jurnal Ilmu Komputer dan Informasi (, vol. 15, no. 2, pp. 131–141, Jun. 2022.
R. Indra, “Where to go?: Can Indonesian Twitter users live without the bird app?,” The Jakarta Post, Jakarta, Nov. 25, 2022. Accessed: Sep. 13, 2023. [Online]. Available: https://www.thejakartapost.com/culture/2022/11/25/where-to-go-can-indonesian-twitter-users-live-without-the-bird-app.html
L. Starling, The logo decoded: What logos can do to you. Bloomington: Balboa Press, 2011.
C. S. Hudaya, H. Fakhrurroja, and A. Alamsyah, “Analisis persepsi konsumen terhadap brand go-jek pada media sosial twitter menggunakan metode sentiment analysis dan topic modelling,” Jurnal Mitra Manajemen (JMM), vol. 3, no. 6, pp. 664–673, Jun. 2019.
S. R. Joseph, H. Hlomani, K. Letsholo, F. Kaniwa, and K. Sedimo, “Natural Language Processing: A Review,” International Journal of Research in Engineering and Applied Sciences (IJREAS), vol. 6, pp. 207–210, Mar. 2016.
W. Bourequat and H. Mourad, “Sentiment Analysis Approach for Analyzing iPhone Release using Support Vector Machine ,” International Journal of Advances in Data and Information Systems, vol. 2, no. 1, pp. 36–44, 2021.
P. Karthika, R. Murugeswari, and R. Manoranjithem, “Sentiment Analysis of Social Media Network Using Random Forest Algorithm,” in 2019 IEEE International Conference on Intelligent Techniques in Control, Optimization and Signal Processing (INCOS), Tamilnadu: IEEE, Jan. 2019, pp. 1–5.
B. Hakim, “Analisa sentimen data text preprocessing pada data mining dengan menggunakan machine learning ,” Journal of Business and Audit Information Systems, vol. 4, no. 2, pp. 16–22, Jul. 2021.
O. Somantri and Dairoh, “Analisis Sentimen Penilaian Tempat Tujuan Wisata Kota Tegal Berbasis Text Mining,” JEPIN (Jurnal Edukasi dan Penelitian Informatika), vol. 5, no. 2, pp. 191–196, Aug. 2019.
H. Juwiantho, E. I. Setiawan, J. Santoso, and M. H. Purnomo, “Sentiment analysis twitter bahasa indonesia berbasis WORD2VEC menggunakan Deep Convolutional Neural Network,” Jurnal Teknologi Informasi dan Ilmu Komputer (JTIIK), vol. 7, no. 1, pp. 181–188, Jan. 2020.
Nofenky and D. B. Rarasati, “Recommendation for Classification of News Categories Using Support Vector Machine Algorithm with SVD,” Ultimatics : Jurnal Teknik Informatika, vol. 13, no. 2, pp. 72–80, Aug. 2021.
A. Hutapea, M. T. Furqon, and Indriati, “Penerapan Algoritme Modified K-Nearest Neighbour Pada Pengklasifikasian Penyakit Kejiwaan Skizofrenia,” Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer, vol. 2, no. 10, pp. 3957–3961, Oct. 2018.
S. Dominique-Ferreira and A. Roque, “Revisiting Branding and Rebranding: Implications in Marketing and Design,” in Advances in Design and Digital Communication, N. Martins and D. Brandão, Eds., Barcelos: Springer, 2020, pp. 582–590.
S. Everlin and Y. Erlyana, “Analisis Perubahan Desain Logo GojekTahun 2019,” DESKOMVIS: Jurnal Ilmiah Desain Komunikasi Visual, Seni Rupa dan Media, vol. 1, no. 1, pp. 72–88, 2020.
I. Nandwani, “Is a company logo that important?,” in The new age marketing book, Morrisville: Lulu Enterprises Incorporated, 2010, pp. 91–92.
H.-H. Shen and C.-H. Lin, “Evaluation for rebranding: The impact of logo change on brand attitude and brand loyalty ,” Journal of Management, Marketing and Logistics (JMML), vol. 8, no. 1, pp. 17–33, 2021.
Marketing Charts, “How Do Consumers Feel About Twitter’s Rebrand to X?,” www.marketingcharts.com. Accessed: Jan. 31, 2024. [Online]. Available: https://www.marketingcharts.com/digital/social-media-231315
R. Weinberg, 5 minutes to better branding: Bite-sized bits of marketing wisdom. Carlsbad: Write Away Books, 2023.
J. R. Anderson and G. H. Bower, Human associative memory. New York: Taylor & Francis, 2014.
G. Drenik, “Unveiling ‘X’: The implications of Twitter’s bold rebranding move,” www.forbes.com, Jersey City, Sep. 08, 2023. Accessed: Jan. 31, 2024. [Online]. Available: https://www.forbes.com/sites/garydrenik/2023/09/08/unveiling-x-the-implications-of-twitters-bold-rebranding-move/?sh=75d487ff2ff2
DOI: https://doi.org/10.33365/jtk.v18i2.4293
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