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Data & Analytics
Smart Question Generation using TextRanking Algorithm
Students want to study from Internet, but it is large source of data and it becomes difficult to gain relevant and necessary information. So, we can make them learn at least gist of various units over the period of a semester. The application generates summary of relevant data for input keyword. It will explain those topics
by providing brief view about the information. This will provide the students a way to quickly summarised the syllabus
topics. This information will be extracted from multiple documents with the help of machine learning
algorithm. This process contains different techniques like tokenization, removal of stop words, lexical analysis, feature extraction, clusterin.Questions are also generated from this summarized data for evaluation of understanding of particular topic. Based on questions answer, result of the student get displayed on the score-board.
Thus, it will enhance the learning capacity of the student and make people more eager to learn the topic quickly.