AJSM OPEN ACCESS

Academic Journal of Sociology and Management

ISSN:3005-5040 (print) | ISSN:3005-5059 (online) | Publication Frequency: Bimonthly

OPEN ACCESS|Research Article||15 May 2025

Real Time Sales Forecasting in Omnichannel Retail Using a Hadoop Based Hybrid CNN–LSTM Deep Learning Framework

Huanyu Liu

Johns Hopkins University Carey Business School

hliu189@jh.edu

Johns Hopkins University Carey Business School，Master of Science in Marketing，100 International Drive, Baltimore, MD 21202, USA.

Tian Qi

University of San Francisco

tqi51212@gmail.com

University of San Francisco, College of Arts and Sciences, 2130 Fulton Street, San Francisco, CA, USA.

* Corresponding Author1: Huanyu Liu, E-Mail: hliu189@jh.edu

PDF Document

cc Copyright © 2025 The Author(s). Published by Southern United Academy of Sciences.
This work is licensed under a Creative Commons Attribution 4.0 International License , which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Persistent Identifiers

This journal is assigned the following persistent identifiers:

Abstracting and Indexing

This journal is indexed and abstracted by the following services:

Quality Assurance

To ensure the originality and academic integrity of submitted manuscripts, all articles undergo screening using:

Archiving Services

This journal uses the following services for long-term preservation.

Academic Journal of Sociology and Management (AJSM)
Published by Southern United Academy of Sciences Limited ISNI: 0000000512776460, operated by the Publications Division.