With exponential growth in e-commerce sales, many retailers are increasing their use of online channels and social media for marketing and customer service operations. For example, Amazon and JD have launched livestreaming channels to promote their products via live video. However, the selling formats chosen by online retailers may differ. Shedding light on
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