Research Article

Big Data Management and Analytics in Scientific Programming: A Deep Learning-Based Method for Aspect Category Classification of Question-Answering-Style Reviews

Table 2

Statistics of experimental datasets (the QA-style reviews not in accordance with our annotation guidelines are excluded).

DomainsDigitBeautyBag

Aspect categories71011
Total QA-style reviews2,5663,0653,077
Maximal number of question sentences654
Proportion of one question sentence and one answer sentence (%)26.438.028.0
Maximal length of question texts714842
Aspect containing most QA-style reviewsIOEffectQuality
Number of most QA-style reviews in one aspect1,044911868