Supply Chain Analytics | Journal | ScienceDirect.com by Elsevier
Descriptive supply chain analytics by applying statistical models to understand a supply chain's past and current data and display it with charts and graphs to answer questions about the …
Predictive big data analytics for supply chain demand forecasting ...
Jul 25, 2020 · Reviewing the past 15 years of research on big data analysis/machine learning applications in SC demand forecasting, we identified 64 research papers (excluding books, …
(PDF) THE ROLE OF PREDICTIVE ANALYTICS IN OPTIMIZING SUPPLY CHAIN …
Mar 23, 2024 · Employing a systematic literature review and content analysis, the research aims to explore the integration, challenges, and strategic implications of predictive analytics within …
(PDF) Reviewing predictive analytics in supply chain management ...
Feb 26, 2024 · This research paper delves into the transformative impact of artificial intelligence (AI) on supply chain management, focusing on enhancing demand forecasting, operational …
(PDF) Big Data Analytics in Supply Chain Management: A …
Feb 1, 2022 · From the organizational perspective, this study examines the theoretical foundations and research models that explain the sustainability and performances achieved …
Artificial intelligence in supply chain management: A …
Jan 1, 2021 · A specific set of inclusion and exclusion criteria are used to identify and examine papers from four SCM fields: logistics, marketing, supply chain and production. This paper …
Big data optimisation and management in supply chain …
Jun 24, 2023 · One major value of applying big data analytics is to improve the process of making decisions on supply chain configurations (Gupta et al. 2019; Nguyen et al. 2018). Business …
Artificial intelligence and big data analytics for supply chain ...
Sep 30, 2022 · We curate and synthesise this dispersed knowledge by conducting a systematic literature review of AI and BDA research in supply chain resilience that have been published in …
Impact of big data analytics on supply chain performance: an analysis …
May 27, 2022 · This paper aims to understand the impact of big data analytics on the retail supply chain. For doing so, we set our context to select the best big data practices amongst the …
Critical analysis of the impact of big data analytics on supply chain ...
May 16, 2022 · Supply chain managers are urged to rethink their competitive strategies to make use of Big Data Analytics (BDA), due to the increasing uncertainty in both demand and supply …
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