An Embedding-Based Semantic Analysis Approach: A Preliminary Study on Redundancy Detection in Psychological Concepts Operationalized by Scales

An Embedding-Based Semantic Analysis Approach: A Preliminary Study on Redundancy Detection in Psychological Concepts Operationalized by Scales

As psychological research progresses, the issue of concept overlap becomes increasing evident, adding to participant burden and complicating data interpretation. This study introduces an Embedding-based Semantic Analysis Approach (ESAA) for detecting redundancy in psychological concepts, which are o...

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Bibliographic Details
Main Authors: Zhen Huang, Yitian Long, Kaiping Peng, Song Tong
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Journal of Intelligence
Subjects:
redundancy detection
psychological scales
GPT
hierarchical clustering
Online Access:https://www.mdpi.com/2079-3200/13/1/11
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