Title :
Product Versus Non-product Oriented Social Media Platforms: Online Consumer Opinion Composition and Evolution
Author :
Jianxiong Huang ; Waifong Boh ; Kim Huat Goh
Author_Institution :
Nanyang Bus. Sch., Nanyang Technol. Univ., Singapore, Singapore
Abstract :
This article examines how different social media platforms affect opinion composition and evolution. We differentiate between product and non-product oriented outlets as they differ in the salience of social cues, thus resulting in distinct user behaviours. We extend prior research in several ways. First, comparing between comments from different types of social media platforms, we show that the product oriented outlets display a tendency to attract polarized opinions. Second, we find that similarity of online comments increases over time, suggesting opinion convergence. Lastly, product oriented outlets facilitate faster assimilation of opinions within the site compared to non-product oriented outlets.
Keywords :
marketing; social networking (online); marketing; nonproduct oriented social media platform; online comments similarity; online consumer opinion composition; online consumer opinion evolution; opinion assimilation; opinion convergence; opinion polarization; product oriented outlets display; product oriented social media platform; social cues; user behaviours; Context; Data collection; Educational institutions; Media; Motion pictures; Mouth; Twitter; opinion evolution; sentiment analysis; social media; text mining;
Conference_Titel :
System Sciences (HICSS), 2014 47th Hawaii International Conference on
Conference_Location :
Waikoloa, HI
DOI :
10.1109/HICSS.2014.507