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http://hdl.handle.net/10071/15399
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Title: Research trends on Big Data in Marketing: a text mining and topic modeling based literature analysis
Authors: Amado, A.
Cortez, P.
Rita, P.
Moro, S.
Keywords: Big data
Marketing
Literature analysis
Research trends
Text mining
Issue Date: 2018
Publisher: Elsevier
Abstract: 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 1,560 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.
Peer reviewed: yes
URI: http://hdl.handle.net/10071/15399
DOI: 10.1016/j.iedeen.2017.06.002
ISSN: 2444-8834
Ciência-IUL: https://ciencia.iscte-iul.pt/id/ci-pub-37758
Accession number: WOS:000430285500001
Appears in Collections:ISTAR-RI - Artigos em revistas científicas internacionais com arbitragem científica
CIS-RI - Artigos em revistas científicas internacionais com arbitragem científica

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