no code implementations • 27 Aug 2019 • Hiteshwar Kumar Azad, Akshay Deepak
Among the three weighting models, tf-itf scores each of the individual terms obtained from the web content, kNN-based cosine similarity scores the expansion terms to obtain the term-term relationship, and correlation score weighs the selected expansion terms with respect to the whole query.
no code implementations • 29 Jan 2019 • Hiteshwar Kumar Azad, Akshay Deepak
We also analyzed the effect on retrieval effectiveness of the proposed technique by varying the number of expansion terms.
no code implementations • 1 Aug 2017 • Hiteshwar Kumar Azad, Akshay Deepak
With the ever increasing size of the web, relevant information extraction on the Internet with a query formed by a few keywords has become a big challenge.