Quantifying customer sentiment for automobile brand perception analysis using machine learning on Twitter.
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| Title: | Quantifying customer sentiment for automobile brand perception analysis using machine learning on Twitter. |
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| Authors: | Mathew SS; College of Interdisciplinary Studies, Zayed University, Abu Dhabi, United Arab Emirates., Hayawi K; College of Interdisciplinary Studies, Zayed University, Abu Dhabi, United Arab Emirates. abdul.hayawi@zu.ac.ae., Venugopal N; College of Interdisciplinary Studies, Zayed University, Abu Dhabi, United Arab Emirates., El Barachi M; Faculty of Engineering and Information Sciences, The University of Wollongong in Dubai, Dubai, United Arab Emirates. |
| Source: | Scientific reports [Sci Rep] 2026 Jan 19; Vol. 16 (1), pp. 5703. Date of Electronic Publication: 2026 Jan 19. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
| ISSN: | 2045-2322 |
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| DOI: | 10.1038/s41598-026-35637-9 |