Comprehensive Analysis of Consumer Sentiments and Topic Modeling on Samsung Z Fold Reviews Using NLP Techniques - Dalam bentuk buku karya ilmiah
ZIDANE ZULFIKAR SUPRATMAN
Informasi Umum
Kode
25.04.369
Klasifikasi
000 - General Works
Jenis
Karya Ilmiah - Skripsi (S1) - Reference
Subjek
Big Data
Dilihat
75 kali
Informasi Lainnya
Abstraksi
<p>This investigation utilizes sophisticated Natural Language Processing (NLP) methodologies to assess public sentiment and topic modeling regarding the Samsung Z Fold, analyzing a corpus of 15,454 YouTube comments. The research employs Latent Dirichlet Allocation (LDA) for topic identification and VADER for sentiment classification into positive, negative, and neutral categories. Results indicate that 48.5% of comments reflect positive sentiments, signifying a favorable consumer viewpoint on the Samsung Z Fold's innovative attributes and efficacy. In contrast, 18.3% of comments are negative, pointing to potential enhancements, especially in technical features and pricing strategies. The study additionally juxtaposes LDA with Hierarchical Dirichlet Process (HDP) and Latent Semantic Indexing (LSI).</p> <br /> <img alt="page1image18315904" height="0.480000" src="blob:https://openlibrary.telkomuniversity.ac.id/25ce973f-eb1f-40e9-b11b-a2e33000454b" width="470.880000" /><img alt="page1image18312832" height="0.4800
- BM63A3 - BIG DATA DAN DATA ANALITIK
Koleksi & Sirkulasi
Tersedia 1 dari total 1 Koleksi
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Pengarang
| Nama | ZIDANE ZULFIKAR SUPRATMAN |
| Jenis | Perorangan |
| Penyunting | Mochamad Yudha Febrianta |
| Penerjemah |
Penerbit
| Nama | Universitas Telkom, S1 Manajemen (Manajemen Bisnis Telekomunikasi & Informatika) |
| Kota | Bandung |
| Tahun | 2025 |
Sirkulasi
| Harga sewa | IDR 0,00 |
| Denda harian | IDR 0,00 |
| Jenis | Non-Sirkulasi |
