Sentimen Analisis pada Data Tweet Pengguna Twitter Terhadap Produk Penjualan Toko Online Menggunakan Metode K-Means
DOI:
https://doi.org/10.30812/matrik.v19i2.640Keywords:
SENTIMEN ANALISIS, Tweet, Toko online, Komentar konsumen, K-MeansAbstract
In this big data era, the use of social media often makes posts in his social media accounts in the form of opinions on events and things around him. One of them is making a post that gives an opinion on the events and items around it. One of them is making a post that gives an opinion on an item that has just been purchased, so that the effect is on other users who are connected to it. The more people who know it, then indirectly people will get to know the item. For that from the description of the problem above, this study raises an idea to make an analysis of social media sentiment which aims to provide a decision of consumer opinion on social media on sales products. As for the several stages of the method for the research, namely from the collection of data carried out by collecting existing data in tweets from social media Twitter using the R programming language. The data produces raw or raw data associated with sales items. With the K-means method as inputting, after each group is known from the K-Means output
Downloads
References
[2] S. A. F. Alvi Pranandha Syah, Adiwijaya, “Analisis Sentimen Pada Data Ulasan Produk Toko Online Dengan Metode Maximum Entropy Sentiment Analysis on Online Store Product Reviews With Maximum,†e-Proceeding Eng., vol. 4, no. 3, pp. 4632–4640, 2017.
[3] Y. W. Syaifudin and R. A. Irawan, “Implementasi Analisis Clustering Dan Sentimen Data Twitter Pada Opini Wisata Pantai Menggunakan Metode K-Means,†J. Inform. Polinema, vol. 4, no. 3, p. 189, 2018, doi: 10.33795/jip.v4i3.205.
[4] M. H. Siregar, “Data Mining Klasterisasi Penjualan Alat-Alat Bangunan Menggunakan Metode K-Means (Studi Kasus Di Toko Adi Bangunan),†J. Teknol. Dan Open Source, vol. 1, no. 2, pp. 83–91, 2018, doi: 10.36378/jtos.v1i2.24.
[5] G. M. J. E. A. F. T. H. R. N. D. Delen, Practical Text Mining and Statistical Analysis for Non-structured Text Data Applications, 1st ed. American: Academic Press, 2012.
[6] J. W. Creswell, Education Research. Planning, coduction and evaluating quantitative and qualitative research, 4th ed. Boston: Pearson, 2012.
Downloads
Published
Issue
Section
How to Cite
Similar Articles
- Deni Marta, M. Angga Eka Putra, Guntoro Barovih, Analisis Perbandingan Performa Virtualisasi Server Sebagai Basis Layanan Infrastructure As A Service Pada Jaringan Cloud , MATRIK : Jurnal Manajemen, Teknik Informatika dan Rekayasa Komputer: Vol. 19 No. 1 (2019)
- Anthony Anggrawan, Mayadi Mayadi, Application of KNN Machine Learning and Fuzzy C-Means to Diagnose Diabetes , MATRIK : Jurnal Manajemen, Teknik Informatika dan Rekayasa Komputer: Vol. 22 No. 2 (2023)
- Surahmat Surahmat, Alfred Tenggono, Analisis Perbandingan Kinerja Layanan Infrastructure As A Service Cloud Computing Pada Proxmox dan Xenserver , MATRIK : Jurnal Manajemen, Teknik Informatika dan Rekayasa Komputer: Vol. 19 No. 1 (2019)
- Tukino Paryono, Ahmad Fauzi, Rizki Aulia Nanda, Saepul Aripiyanto, Muhammad Khaerudin, Detecting Vehicle Numbers Using Google Lens-Based ESP32CAM to Read Number Characters , MATRIK : Jurnal Manajemen, Teknik Informatika dan Rekayasa Komputer: Vol. 22 No. 3 (2023)
- Samuel Manurung, Mufria J. Purba, Pemanfaatan Aplikasi Customer Relation Management pada koperasi , MATRIK : Jurnal Manajemen, Teknik Informatika dan Rekayasa Komputer: Vol. 19 No. 1 (2019)
- B. Herawan Hayadi, I Gede Iwan Sudipa, Agus Perdana Windarto, Model Peramalan Artificial Neural Network pada Peserta KB Aktif Jalur Pemerintahan menggunakan Artificial Neural Network Back-Propagation , MATRIK : Jurnal Manajemen, Teknik Informatika dan Rekayasa Komputer: Vol. 21 No. 1 (2021)
- Mardiana Mardiana, Eka Hartati, Analisis Pengukuran Tingkat Kepuasan Pengguna Terhadap Penerapan Aplikasi SISKEUDES Pada Kabupaten Banyuasin Sumatera Selatan , MATRIK : Jurnal Manajemen, Teknik Informatika dan Rekayasa Komputer: Vol. 19 No. 1 (2019)
- Muchammad Ismail Hamzah, DESAIN DAN IMPLEMENTASI WEB SMP ISLAM NGEBRUK MENGGUNAKAN PHP DAN MYSQL , MATRIK : Jurnal Manajemen, Teknik Informatika dan Rekayasa Komputer: Vol. 16 No. 2 (2017)
- Agus Salim, Baginda Oloan Lubis, Pemilihan Merek Beras yang Diminati Konsumen Studi Kasus CV Beras Alami Menggunakan AHP , MATRIK : Jurnal Manajemen, Teknik Informatika dan Rekayasa Komputer: Vol. 19 No. 1 (2019)
- Khairunnisak Nur Isnaini, Didit Suhartono, Evaluation of Basic Principles of Information Security at University Using COBIT 5 , MATRIK : Jurnal Manajemen, Teknik Informatika dan Rekayasa Komputer: Vol. 21 No. 2 (2022)
You may also start an advanced similarity search for this article.
Most read articles by the same author(s)
- Mohammad Diqi, Ema Utami, Kusrini Kusrini, Ferry Wahyu Wibowo, Leveraging Vector Quantized Variational Autoencoder for Accurate Synthetic Data Generation in Multivariate Time Series , MATRIK : Jurnal Manajemen, Teknik Informatika dan Rekayasa Komputer: Vol. 24 No. 3 (2025)
.png)











