Test Model for Text Categorization and Text Summarization
This is an incremental approach for users needing efficient document search, combining existing techniques without major innovation.
The paper tackles the problem of searching documents based on user queries by developing a model that integrates text categorization and text summarization, but no concrete results or numbers are provided.
Text Categorization is the task of automatically sorting a set of documents into categories from a predefined set and Text Summarization is a brief and accurate representation of input text such that the output covers the most important concepts of the source in a condensed manner. Document Summarization is an emerging technique for understanding the main purpose of any kind of documents. This paper presents a model that uses text categorization and text summarization for searching a document based on user query.