Insights from big Data Analytics in supply chain management: an all-inclusive literature review using the SCOR model
S Chehbi-Gamoura, R Derrouiche… - … Planning & Control, 2020 - Taylor & Francis
When supply chain management (SCM) intersects with Big Data Analytics (BDA),
uncountable opportunities for research emerge. Unfortunately, how analytics can be applied …
uncountable opportunities for research emerge. Unfortunately, how analytics can be applied …
Review on recent advances in information mining from big consumer opinion data for product design
In this paper, based on more than ten years' studies on this dedicated research thrust, a
comprehensive review concerning information mining from big consumer opinion data in …
comprehensive review concerning information mining from big consumer opinion data in …
Effects of big data analytics and traditional marketing analytics on new product success: A knowledge fusion perspective
This study introduces the knowledge fusion taxonomy to understand the relationships
among traditional marketing analytics (TMA), big data analytics (BDA), and new product …
among traditional marketing analytics (TMA), big data analytics (BDA), and new product …
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 …
and expectation online, which are widely accepted to be a valuable resource for product …
An intuitionistic fuzzy data-driven product ranking model using sentiment analysis and multi-criteria decision-making
With the advent of web 2.0 websites, the impact of customers on each other's purchasing
decisions has increased, and this has changed the decision-making procedure, attitude, and …
decisions has increased, and this has changed the decision-making procedure, attitude, and …
Big data analytics and competitive advantage: the strategic role of firm-specific knowledge
Purpose While advances in big data analytics (BDA) provide valuable business insights and
immense business value, many firms find it difficult to gain advantage from their BDA …
immense business value, many firms find it difficult to gain advantage from their BDA …
A data-driven cyber-physical approach for personalised smart, connected product co-development in a cloud-based environment
The rapid development of information and communication technology enables a promising
market of information densely product, ie smart, connected product (SCP), and also changes …
market of information densely product, ie smart, connected product (SCP), and also changes …
Dynamical mining of ever-changing user requirements: A product design and improvement perspective
H Sun, W Guo, H Shao, B Rong - Advanced Engineering Informatics, 2020 - Elsevier
Previous studies carried out customer surveys by questionnaires to collect data for analyzing
consumer requirements. In recent years, a large and growing body of literature has …
consumer requirements. In recent years, a large and growing body of literature has …
Natural language processing in-and-for design research
We review the scholarly contributions that utilise natural language processing (NLP)
techniques to support the design process. Using a heuristic approach, we gathered 223 …
techniques to support the design process. Using a heuristic approach, we gathered 223 …
Forecasting the importance of product attributes using online customer reviews and Google Trends
During the early stage of product design, product manufacturers seek to identify the most
relevant product features that will meet the demands and needs of consumers …
relevant product features that will meet the demands and needs of consumers …