Combining ILP with Semi-supervised Learning for Web Page Categorization

@inproceedings{Soonthornphisaj2004CombiningIW,
  title={Combining ILP with Semi-supervised Learning for Web Page Categorization},
  author={Nuanwan Soonthornphisaj and Boonserm Kijsirikul},
  booktitle={International Conference on Computational Intelligence},
  year={2004}
}
This paper presents a semi-supervised learning algorithm called Iterative-Cross Training (ICT) to solve the Web pages classification problems. We apply Inductive logic programming (ILP) as a strong learner in ICT. The objective of this research is to evaluate the potential of the strong learner in order to boost the performance of the weak learner of ICT. We compare the result with the supervised Naive Bayes, which is the well-known algorithm for the text classification problem. The performance… CONTINUE READING