Abstract: Summarizing given text document automatically using an intelligent algorithm is an important text mining task in the field of data mining. In this paper, we are proposing an approach for automatic summarization of Hindi text documents using bio-inspired computing. The paper mainly focuses on pre-processing, machine learning and summary evaluation phases of summarization process. Employability of bio-inspired computing for summarization gives a new dimension especially in the domain of Hindi text summarization.
Keywords: text summarization, summary evaluation, machine learning, bio-inspired computing.