Predictive Analytics for Inventory Management in E-commerce Using Machine Learning Algorithms

Manoharan, Geetha; Sharma, Anupama; Vani, V Divya; Raj, Vijilius Helena; Jain, Rishabh; Nijhawan, Ginni

doi:10.1109/accai61061.2024.10602148

2024 International Conference on Advances in Computing, Communication and Applied Informatics (ACCAI) 2024

DOI: 10.1109/accai61061.2024.10602148

|View full text |Cite

Predictive Analytics for Inventory Management in E-commerce Using Machine Learning Algorithms

Geetha Manoharan,

Anupama Sharma,

V Divya Vani

et al.

Help me understand this report

Search citation statements

Order By: Relevance

Paper Sections

Select...

Citation Types

Supporting

Mentioning

Contrasting

Year Published

2024

Publication Types

Select...

Article2

Relationship

Self Cite0

Independent2

Authors

Journals

Cited by 2 publications

References 7 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

The Role of Complex Systems in Predictive Analytics for E-Commerce Innovations in Business Management

Madanchian

2024

Systems

View full text Add to dashboard Cite

This review explores the incorporation of complex systems theory into predictive analytics in the e-commerce sector, particularly emphasizing recent advancements in business management. By analyzing the intersection of these two domains, the review emphasizes the potential of complex systems models—including agent-based modeling and network theory—to improve the precision and efficacy of predictive analytics. It will provide a comprehensive overview of the applications of emergent predictive analytics techniques and tools, including real-time data analysis and machine learning, in inventory optimization, dynamic pricing, and personalization of customer experiences. In addition, this review will suggest future research directions to advance the discipline and address the technical, ethical, and practical challenges encountered during this integration phase.

show abstract

The Role of Complex Systems in Predictive Analytics for E-Commerce Innovations in Business Management

Madanchian

2024

Systems

View full text Add to dashboard Cite

show abstract

The Impact of Artificial Intelligence Marketing on E-Commerce Sales

Madanchian

2024

Systems

View full text Add to dashboard Cite

This review explores the influence of AI marketing on e-commerce sales, examining how AI-driven strategies affect key metrics such as customer acquisition and conversion rates. Given the growing importance of AI in online retail, this paper employs a critical review methodology, analyzing 50 documents from the Scopus database. The analysis reveals that AI tools like chatbots, personalization engines, and predictive analytics significantly enhance e-commerce performance. The study provides practical and theoretical contributions, offering recommendations for businesses and suggesting future research directions.

show abstract

scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.

Contact Info

customersupport@researchsolutions.com

10624 S. Eastern Ave., Ste. A-614

Henderson, NV 89052, USA

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

Blog Terms and Conditions API Terms Privacy Policy Contact Cookie Preferences Do Not Sell or Share My Personal Information

Made with 💙 for researchers

Part of the Research Solutions Family.

Predictive Analytics for Inventory Management in E-commerce Using Machine Learning Algorithms

Cited by 2 publications

References 7 publications

The Role of Complex Systems in Predictive Analytics for E-Commerce Innovations in Business Management

The Role of Complex Systems in Predictive Analytics for E-Commerce Innovations in Business Management

The Impact of Artificial Intelligence Marketing on E-Commerce Sales

Contact Info

Product

Resources

About