[HTML][HTML] How can organizations leverage big data to innovate their business models? A systematic literature review

C Acciarini, F Cappa, P Boccardelli, R Oriani - Technovation, 2023 - Elsevier
The use of big data has garnered increasing importance in academic research and
managerial practice thanks to the benefits it can produce in terms of innovation. However …

AI in marketing, consumer research and psychology: A systematic literature review and research agenda

MM Mariani, R Perez‐Vega, J Wirtz - Psychology & Marketing, 2022 - Wiley Online Library
This study is the first to provide an integrated view on the body of knowledge of artificial
intelligence (AI) published in the marketing, consumer research, and psychology literature …

Predictive big data analytics for supply chain demand forecasting: methods, applications, and research opportunities

M Seyedan, F Mafakheri - Journal of Big Data, 2020 - Springer
Big data analytics (BDA) in supply chain management (SCM) is receiving a growing
attention. This is due to the fact that BDA has a wide range of applications in SCM, including …

Exploring how consumer goods companies innovate in the digital age: The role of big data analytics companies

MM Mariani, SF Wamba - Journal of Business Research, 2020 - Elsevier
The advent and development of digital technologies have brought about a proliferation of
online consumer reviews (OCRs), ie, real-time customers' evaluations of products, services …

[HTML][HTML] Ten years of research change using Google Trends: From the perspective of big data utilizations and applications

SP Jun, HS Yoo, S Choi - Technological forecasting and social change, 2018 - Elsevier
This study seeks to analyze the trends in research studies in the past decade which have
utilized Google Trends, a new source of big data, to examine how the scope of research has …

Big data analytics in supply chain management: A state-of-the-art literature review

T Nguyen, Z Li, V Spiegler, P Ieromonachou… - Computers & operations …, 2018 - Elsevier
The rapidly growing interest from both academics and practitioners in the application of big
data analytics (BDA) in supply chain management (SCM) has urged the need for review of …

[HTML][HTML] Assessing the methods, tools, and statistical approaches in Google Trends research: systematic review

A Mavragani, G Ochoa, KP Tsagarakis - Journal of Medical Internet …, 2018 - jmir.org
Background In the era of information overload, are big data analytics the answer to access
and better manage available knowledge? Over the last decade, the use of Web-based data …

A comprehensive review of big data analytics throughout product lifecycle to support sustainable smart manufacturing: A framework, challenges and future research …

S Ren, Y Zhang, Y Liu, T Sakao, D Huisingh… - Journal of cleaner …, 2019 - Elsevier
Smart manufacturing has received increased attention from academia and industry in recent
years, as it provides competitive advantage for manufacturing companies making industry …

The future and social impact of Big Data Analytics in Supply Chain Management: Results from a Delphi study

B Roßmann, A Canzaniello, H von der Gracht… - … Forecasting and Social …, 2018 - Elsevier
The continuously growing amount of available data has accelerated the emergence of
numerous business intelligence applications that are summarized under the term Big Data …

Cloud-based big data analytics for customer insight-driven design innovation in SMEs

Y Liu, A Soroka, L Han, J Jian, M Tang - International Journal of Information …, 2020 - Elsevier
Fast development of IT and ICT facilitate customers to post a large volume of their concerns
and expectation online, which are widely accepted to be a valuable resource for product …