The idea of my project is to use machine learning techniques and lexicographic analysis to auto-write summaries from several articles, which we call Icarii. The basis is that when preparing an article, or looking for information we need to read and go through several articles, but actually there are thousands of articles of any given subject. Using machine learning Support Vector Machines with Gradient Descent and Lexicographic analysis an executable was made that is able to go through several thousands of articles and prepare summaries of available full text abstracts. First, we ask about a subject, it retrieves some results we teach by yes/no to choose the correct ones and then Icarii is able to go through several databases and articles. In the webpage there are several examples from subjects like cancer causes, muscle synergy, machine learning, etc.


Alejandro Lopez Rincon

Young Researchers e-session

Photos by : Derek K. Miller