Driving Sales Through Smart Choices: The Role of AI in E-Commerce Product Recommendations

The article presents a research model focused on the analysis of human-based and AI-based recommendations with reference to their impact on consumer buying decisions. Research conducted by the authors concerned the perception of the credibility of recommendations generated by AI-based mechanisms and those based on the opinions of real customers. The study indicated greater effectiveness of recommendations based on AI technologies, but the analyses also indicated the need for further research covering other groups of e-commerce customers, which will allow for collecting data on additional factors influencing the functioning of the proposed model in relation to making purchasing decisions.

Institutions

Publication Details

Journal
Journal of the Association for Information Systems
Published
2025-08-15
Primary Topic
Advanced Optical Sensing Technologies
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Driving Sales Through Smart Choices: The Role of AI in E-Commerce Product Recommendations

Journal of the Association for Information Systems
Advanced Optical Sensing Technologies
article

Driving Sales Through Smart Choices: The Role of AI in E-Commerce Product Recommendations

article en

Abstract

The article presents a research model focused on the analysis of human-based and AI-based recommendations with reference to their impact on consumer buying decisions. Research conducted by the authors concerned the perception of the credibility of recommendations generated by AI-based mechanisms and those based on the opinions of real customers. The study indicated greater effectiveness of recommendations based on AI technologies, but the analyses also indicated the need for further research covering other groups of e-commerce customers, which will allow for collecting data on additional factors influencing the functioning of the proposed model in relation to making purchasing decisions.

Journal of the Association for Information Systems
Krakow University of Economics (PL)
Industry, innovation and infrastructure
Openalex Percentile: Top 40%
Advanced Optical Sensing Technologies
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Driving Sales Through Smart Choices: The Role of AI in E-Commerce Product Recommendations · Journal of the Association for Information Systems (2025) | TGRS Research Map | TGRS