A glimpse on big data analytics in the framework of marketing strategies

被引:60
|
作者
Ducange, Pietro [1 ]
Pecori, Riccardo [1 ]
Mezzina, Paolo [1 ]
机构
[1] eCAMPUS Univ, SMART Engn Solut & Technol SMARTEST Res Ctr, Via Isimbardi 10, I-22060 Novedrate, CO, Italy
关键词
Social big data; Social media; Social networks; Strategic marketing; SOCIAL NETWORKS; INTELLIGENCE; BRANDS; TIME;
D O I
10.1007/s00500-017-2536-4
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Mining and analyzing the valuable knowledge hidden behind the amount of data available in social media is becoming a fundamental prerequisite for any effective and successful strategic marketing campaign. Anyway, to the best of our knowledge, a systematic analysis and review of the very recent literature according to a marketing framework is still missing. In this work, we intend to provide, first and foremost, a clear understanding of the main concepts and issues regarding social big data, as well as their features and technologies. Secondly, we focus on marketing, describing an operative methodology to get useful insights from social big data. Then, we carry out a brief but accurate classification of recent use cases from the literature, according to the decision support and the competitive advantages obtained by enterprises whenever they exploit the analytics available from social big data sources. Finally, we outline some open issues and suggestions in order to encourage further research in the field.
引用
收藏
页码:325 / 342
页数:18
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