The Research of Improved HITS Arithmetic Based on User Interest
Lijun Ouyang · Journal of University of South China · 2013
HITS is one of the representative algorithms of Web structure mining.Because HITS algorithm only considers the relations among pages,it is easy to present the subject deviation phenomenon.Based on analyzing the relation between user historical behaviors and interest,the paper calculates approximately user interest from 4 aspects.After that the paper presents improved HITS algorithm(HC-HITS) based on user interest degree.Through comparison,the experiment results show HC-HITS algorithm reduces subject deviation phenomenon and obtains good effect.