The Method dynavic TF-IDF
Олег Барабаш, Oksana Kovtun, Olga Leshchenko, Ksenia Dukhnovska, Anatoliy Biehun, Anatoliy Biehun, R Perera, Y Kravchenko, J Pennington, R Socher, C Manning, Glove, R Kiros, Y Zhu, R Salakhutdinov, K Dukhnovska, O Barabash, P Open'ko, O Kopiika, H Shevchenko, N Dakhno, M Kreines, E Kreines, A Musienko, A Serdyuk, A Musienko, A Serdyuk, D Grigoryan, Ara Jullion, A Abello, Gabriele Francesca, Y Domingo, Maria Jamelina, T Joven, Alexis Samanta, Malubay, V Bakiko, P Popovich, V Shvaichenko
Abstract
The article considers mathematical models of text documents. Currently, there is an exponential increase in the amount of information both in electronic repositories and in real life. An important element of the study is the dynamics of information. The dynamic characteristics of information should be taken into account in search engine algorithms. In this work, we built a dynamic model of a text document based on TF-IDF measures and conducted experiments to apply it in search algorithms.