A survey on data‐efficient algorithms in big data era

A Adadi - Journal of Big Data, 2021 - Springer
The leading approaches in Machine Learning are notoriously data-hungry. Unfortunately,
many application domains do not have access to big data because acquiring data involves a …

Customer information resources advantage, marketing strategy and business performance: A market resources based view

R Varadarajan - Industrial Marketing Management, 2020 - Elsevier
Chief among a firm's market-based resources are its relational resources such as brand
equity, customer equity and channel equity that result from its interactions with customers …

[PDF][PDF] 大数据背景下商务管理研究若干前沿课题①

冯芷艳, 郭迅华, 曾大军, 陈煜波, 陈国青 - 管理科学学报, 2013 - iid.jhun.edu.cn
从商务管理在大数据背景下所面临的时代挑战出发, 给出了社会化的价值创造,
网络化的企业运作, 实时化的市场洞察三个重要研究视角. 同时, 描述了社会化网络环境中的行为 …

Big data analytics capability for improved performance of higher education institutions in the Era of IR 4.0: A multi-analytical SEM & ANN perspective.

MA Ashaari, KSD Singh, GA Abbasi, A Amran… - … Forecasting and Social …, 2021 - Elsevier
Despite the growing interest towards big data within higher education institutions (HEI),
research on big data analytics capability within the HEI context is somewhat limited. This …

A profession in transition: actors, tasks and roles in AI-based accounting

S Leitner-Hanetseder, OM Lehner, C Eisl… - Journal of Applied …, 2021 - emerald.com
Purpose This article ties in with current debates on the digital transformation of society and
the consequent work changes. Using an artificial intelligence (AI)-based accounting context …

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 developing Business Analytics (BA)
capabilities to improve their performance. BA can affect performance in many different ways …

The effect of big data and analytics on firm performance: An econometric analysis considering industry characteristics

O Müller, M Fay, J Vom Brocke - Journal of management …, 2018 - Taylor & Francis
The emergence of big data has stimulated enormous investments into business analytics
solutions, but large-scale and reliable empirical evidence about the business value of big …

Big data analytics capability and decision making performance in emerging market firms: The role of contractual and relational governance mechanisms

S Shamim, J Zeng, Z Khan, NU Zia - Technological Forecasting and Social …, 2020 - Elsevier
This study examines the role of big data contractual and relational governance in big data
decision-making performance of firms based in China. It investigates the mediation of big …

Big data and firm performance: The roles of market-directed capabilities and business strategy

S Suoniemi, L Meyer-Waarden, A Munzel… - Information & …, 2020 - Elsevier
Despite being the object of much interest, deep insights regarding why and when
investments in big data resources enhance firm performance are lacking in the literature …

[HTML][HTML] Leveraging big data for strategic marketing: A dynamic capabilities model for incumbent firms

C Brewis, S Dibb, M Meadows - Technological Forecasting and Social …, 2023 - Elsevier
Big data can improve the profitability and competitiveness of organisations by extending
market knowledge and strategic marketing insight. However, there is a disconnect between …