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 …
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 …
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 …
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.
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 …
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
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 consequent work changes. Using an artificial intelligence (AI)-based accounting context …
The role of business analytics capabilities in bolstering firms' agility and performance
Many companies invest considerable resources in developing Business Analytics (BA)
capabilities to improve their performance. BA can affect performance in many different ways …
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
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 …
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
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 …
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 …
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
Big data can improve the profitability and competitiveness of organisations by extending
market knowledge and strategic marketing insight. However, there is a disconnect between …
market knowledge and strategic marketing insight. However, there is a disconnect between …