Conclusion

In this paper, we present a new weighted HITS-based algorithm that improves the Bharat's pure link weighting approach. Our experimental results show that there are no significant performance differences among the four relevance scoring methods when they are combined with HITS-based algorithms. Our weighted HITS-based algorithm is simple, yet effective. Without any content analysis, it achieved good results comparable to those obtained by combining connectivity and content analysis.