A Framework for Web Page Quality Evaluation
Chao Yi Wei, Fei Chen, Danqing Xu, Min Zhang, Yiqun Liu, Shaoping Ma · Zhongwen xinxi xuebao · 2011
The rapid growth of Web data poses a great challenge in both storage and service quality for search engines.The existence of low-quality web pages,or rather spam pages,increases the cost of crawling,indexing,and storage in search engines.This paper presents a measure of Web page quality with 4 dimensions: authority,content,timeliness and appearance.Human assessors are recruited to rate the sampled pages using this evaluation framework.High inter-rater reliability of the rating results showed that the framework is consistent and functional.Finally,Ordinal Logistic Regression analyses were conducted to model the relationship between the 4 core dimensions and quality of Web pages.