Nawarerk Chalarak

A Semantic Clustering Framework for Discovering Latent Offense Patterns: A Case Study of Thai Police Records

Crime offense descriptions are often recorded as unstructured text, making large-scale analysis and categorization difficult. This study proposes a semantic clustering framework for Thai crime offense descriptions using sentence embeddings, dimensionality reduction, and unsupervi...