Analysing the Role of User Generated Content on Consumer Purchase Intention in the New Era of Social Media and Big Data

大数据 内涵 社会化媒体 计算机科学 采购 非结构化数据 数据科学 消费者行为 订单(交换) 用户生成的内容 互联网 广告 万维网 业务 营销 数据挖掘 哲学 认识论 财务
作者
Prabha Kiran,S. Vasantha
出处
期刊:Indian journal of science and technology [Indian Society for Education and Environment]
卷期号:9 (43) 被引量:2
标识
DOI:10.17485/ijst/2016/v9i43/104754
摘要

Objective: Big Data refers to the overwhelming amount of data that is being captured today by society, computers, cell phones and the internet. These data sets are so large and are of varied in nature, type and format that it becomes difficult to actually capture, manage, analyze, transform, model and organize this unstructured data for realizing company’s goal of discovering information and gain insights into consumer purchasing behavior. The paper attempts to offer this understanding of insights into consumer’s requirements through studying this social media big data. Methods/Statistical Analysis: The paper proposes that Social Media and Big Data are related to development of consumer purchase behavior. The unstructured data that is generated also known as User Generated Data (UGC) plays a very important role in forming consumer purchase intention. Findings: Through this study it was found that the new paradigm shift in the consumer’s purchase intention is driven by Social Media and Big Data. The researcher has found a perfect model fit using Structural Equation Modeling and proven through hypothesis that Social Media and Big data combined together are responsible to generation of UGC’s which impact purchase intention of consumers. Application/Improvement: the paper proposes that social media and big data are intersecting each other in a novel way and new methods and techniques need to be developed in order to get better insights into the unstructured data so that consumer requirements are better understood by marketers. Keywords: Big Data, Consumer Behavior, Purchase Intension, Social Media

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