Automated Summarization Evaluation Based on Clouds Model

摘要

A new algorithm based on clouds model is proposed, which is used for automatic summarization evaluation. How to abstract suitable Dependence Content Unit(DCU) from summarization automatically to determine the quantify domain is studied. This result will be used for transforming test summarization into clouds drop and clouds model, so the characteristic value is calculated for evaluation. In this algorithm, not only the fuzziness of contribution to the quality of abstract by DCU is considered, but also the randomness. The automation of the whole evaluation process can be reached. The results of comparison experiments show that this algorithm has good similarity with manual method.