We investigate whether UGC has differential impacts on stock performance for B2B and B2C firms. We collect a #bigdatas of 84 million tweets from 20.3 million Twitter accounts and 8 years of stock data for 407 companies from the S&P500 index: doi.org/10.1016/j.indm…
Analyzing the impact of user-generated content on B2B Firms' stock performance: Big data analysis with machine learning methods: doi.org/10.1016/j.indm…
This paper uses #bigdata to study the impact of a luxury brand's social media marketing activities on customer engagement. The findings have important implications for the design, delivery, and management of social media marketing for luxury brands: doi.org/10.1016/j.jbus…
Applying the dual perspective of customer engagement, this research (doi.org/10.1016/j.jbus…) examines the influence of focusing on the entertainment, interaction, trendiness, and customization dimensions of a luxury brand's social media activities on customer engagement.
This research project leverages the potential of big data to gain insights on actual
customer engagement behavior resulting from a luxury brand's social
media marketing activities: doi.org/10.1016/j.jbus…
This study answers marketing scholars' calls for research into understanding the relationship between a firm's engagement activities and the resulting customer engagement using big data: doi.org/10.1016/j.jbus…
This study ( doi.org/10.1016/j.jbus… ) used a fixed-effects (FE) model to analyze panel data consisting of 900 monthly observations for 15 luxury brands. An interesting application of #bigdata analytics and natural language processing.
This JBR article uses big data analytics to derive quantifiable luxury insights (doi.org/10.1016/j.jbus…). The top 15 luxury brands with the highest number of Twitter followers, identified from PMX Agency's (2017) list of luxury brands per Twitter follower counts, were included.
This is by far the most comprehensive Hubble deep-field image. The full thing shows roughly 265,000 galaxies stretching back 13.3 billion years, to just 500 million years after the Big Bang. trib.al/Pl68OCI
The goal of this study (doi.org/10.1016/j.jbus… …) is to utilize big data to investigate the effects of luxury brands' social media marketing on customer engagement.
This research utilizes #bigdata to examine the influence of focusing on the entertainment, interaction, trendiness, and customization dimensions of a #luxury#brand's social media activities on customer engagement with brand-related #socialmedia content: doi.org/10.1016/j.jbus…
@MarketingText LDA and sentiment analysis are two highly acclaimed machine learning methods that are specifically designed to tackle the challenge of big data in textual formats.
Intel is working with @ATT, @ericsson & @FOXSports to bring #5G to today's #USopen, delivering 4k video wirelessly from the golf course to the production center.
I'd say ML is both overhyped and underrated. People overestimate the intelligence & generalization power of ML systems (ML as a magic wand), but underestimate how much can be achieved with relatively crude systems, when applied systematically (ML as the steam power of our era)
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250 Followers 3K FollowingGlobal B2B Contacts is recognized as one of the trustworthy resources of B2B mailing lists and IT mailing lists all across the globe.
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