دانلود مقاله ISI انگلیسی شماره 81948
ترجمه فارسی عنوان مقاله

تحولات تحقیق در داده های بزرگ در بازاریابی: متون و تحلیل آماری مبتنی بر مدل سازی موضوع

عنوان انگلیسی
Research trends on Big Data in Marketing: A text mining and topic modeling based literature analysis
کد مقاله سال انتشار تعداد صفحات مقاله انگلیسی
81948 2018 7 صفحه PDF
منبع

Publisher : Elsevier - Science Direct (الزویر - ساینس دایرکت)

Journal : European Research on Management and Business Economics, Volume 24, Issue 1, January–April 2018, Pages 1-7

پیش نمایش مقاله
پیش نمایش مقاله  تحولات تحقیق در داده های بزرگ در بازاریابی: متون و تحلیل آماری مبتنی بر مدل سازی موضوع

چکیده انگلیسی

Given the research interest on Big Data in Marketing, we present a research literature analysis based on a text mining semi-automated approach with the goal of identifying the main trends in this domain. In particular, the analysis focuses on relevant terms and topics related with five dimensions: Big Data, Marketing, Geographic location of authors’ affiliation (countries and continents), Products, and Sectors. A total of 1560 articles published from 2010 to 2015 were scrutinized. The findings revealed that research is bipartite between technological and research domains, with Big Data publications not clearly aligning cutting edge techniques toward Marketing benefits. Also, few inter-continental co-authored publications were found. Moreover, findings show that research in Big Data applications to Marketing is still in an embryonic stage, thus making it essential to develop more direct efforts toward business for Big Data to thrive in the Marketing arena.