A three-dimensional integrated evaluation system for product competitiveness under complex demands: An LDA and PSO-FAHP based hybrid optimization approach

A three-dimensional integrated evaluation system for product competitiveness under complex demands: An LDA and PSO-FAHP based hybrid optimization approach

Given the lack of interpretability and limited adaptability of traditional product evaluation methods due to their reliance on expert experience, this study proposes an integrated evaluation system that integrates LDA-PSO-FAHP. LDA topic modeling analyzes user-generated content, extracts potential p...

Full description

Saved in:
Bibliographic Details
Main Authors: Kun Wang, Kexiang Li, Xueqian Jiang, Jiawei Lin, Xuan Liu, Zhuang Xiong, Guojie Ji, Bingzhe Li
Format: Article
Language:English
Published: Elsevier 2025-09-01
Series:Alexandria Engineering Journal
Subjects:
Product Evaluation System
Latent Dirichlet Allocation (LDA)
Fuzzy Analytic Hierarchy Process (FAHP)
Particle Swarm Optimization (PSO)
Online Access:http://www.sciencedirect.com/science/article/pii/S1110016825006891
Tags: Add Tag
No Tags, Be the first to tag this record!

Internet

http://www.sciencedirect.com/science/article/pii/S1110016825006891

Similar Items