Loading...
EXPLORATORY ANALYSIS ON PRODUCT SUBSTITUTION
Dalton, Ian
Dalton, Ian
Type
Ponencia en congreso
Abstract
Small businesses in Argentina, such as kiosks and microenterprises, often face challenges in managing inventory and responding to shifting customer preferences especially when certain products are unavailable. This study explores product substitution behaviors in such contexts by applying Natural Language Processing (NLP) and Large Language Models (LLMs), with the goal of informing improved inventory management practices. By combining exploratory data analysis (EDA) with demographic and consumption data, this research provides actionable insights into substitution dynamics. Customer interviews and AI-based analysis reveal nuanced behavioral patterns not captured through traditional approaches.
Description
Date
2025-04
Journal Title
Journal ISSN
Volume Title
Publisher
Instituto Tecnológico de Buenos Aires (ITBA)
Collections
Files
Loading...
MIT-6.pdf
Adobe PDF, 1.72 MB
Research Projects
Organizational Units
Journal Issue
Keywords
GESTIÓN INNOVADORA DE PROYECTOS, EFICIENCIA OPERATIVA, SUSTENTABILIDAD ORGANIZACIONAL, TRANSFORMACIÓN DIGITAL, VIRTUALIDAD