A multidisciplinary perspective of big data in management research

J Sheng, J Amankwah-Amoah, X Wang - International Journal of …, 2017 - Elsevier
In recent years, big data has emerged as one of the prominent buzzwords in business and
management. In spite of the mounting body of research on big data across the social …

Technology in the 21st century: New challenges and opportunities

J Sheng, J Amankwah-Amoah, X Wang - Technological Forecasting and …, 2019 - Elsevier
Although big data, big data analytics (BDA) and business intelligence have attracted
growing attention of both academics and practitioners, a lack of clarity persists about how …

The role of business analytics capabilities in bolstering firms' agility and performance

A Ashrafi, AZ Ravasan, P Trkman, S Afshari - International journal of …, 2019 - Elsevier
Many companies invest considerable resources in develo** Business Analytics (BA)
capabilities to improve their performance. BA can affect performance in many different ways …

Big data analytics capability and supply chain performance: the mediating roles of supply chain resilience and innovation

M Bahrami, S Shokouhyar, A Seifian - Modern Supply Chain …, 2022 - emerald.com
Purpose Big data analytics (BDA) capabilities can affect supply chain performance in
several ways. The main purpose of this study was to understand how BDA capabilities could …

The Business Intelligence impact on the financial performance of start-ups

Z Huang, KS Savita, J Zhong-jie - Information Processing & Management, 2022 - Elsevier
Business Intelligence goal is to investigate, integrate and logically collect and
multidimensional analysis of data from varied customer information sources, environment …

Analytical map** of opinion mining and sentiment analysis research during 2000–2015

R Piryani, D Madhavi, VK Singh - Information Processing & Management, 2017 - Elsevier
The new transformed read-write Web has resulted in a rapid growth of user generated
content on the Web resulting into a huge volume of unstructured data. A substantial part of …

Application of data analytics for product design: Sentiment analysis of online product reviews

R Ireland, A Liu - CIRP Journal of Manufacturing Science and …, 2018 - Elsevier
Advanced data analytics is one of the most revolutionary technological developments in the
21st century, which enables the discovery of underlining trends via sophisticated …

Predicting the helpfulness of online reviews using multilayer perceptron neural networks

S Lee, JY Choeh - Expert Systems with Applications, 2014 - Elsevier
With the great development of e-commerce, users can create and publish a wealth of
product information through electronic communities. It is difficult, however, for manufacturers …

Dissecting emotion and user influence in social media communities: An interaction modeling approach

W Chung, D Zeng - Information & Management, 2020 - Elsevier
Human emotion expressed in social media plays an increasingly important role in sha**
policies and decisions. However, the process by which emotion produces influence in online …

A GA-based optimisation model for big data analytics supporting anticipatory ship** in Retail 4.0

CKH Lee - International Journal of Production Research, 2017 - Taylor & Francis
In Retail 4.0, omni-channels require a seamless and complete integration of all available
channels for purchasing. The diversification of channels not only diversifies data sources …