A novel graph kernel algorithm for improving the effect of text classification

doi:10.1016/j.csl.2025.101818

A novel graph kernel algorithm for improving the effect of text classification

2025-05-16

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DOI：10.1016/j.csl.2025.101818

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Abstract

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• A graph-based term weighting scheme addresses textual information underutilization. • Word co-occurrence window graph kernel enhances structural information utilization. • The scheme boosts text classification efficiency while reducing memory usage.

Keywords:

Document similarity measure

Graph kernel

Machine learning

Term weighting

Text classification

A novel graph kernel algorithm for improving the effect of text classification

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