20100287162 | METHOD AND SYSTEM FOR TEXT SUMMARIZATION AND SUMMARY BASED QUERY ANSWERING - A method and system for generating answers to questions based on electronic data summary which is itself derived on context and semantics of a corpus of authoritative documents and its subsequent usage is disclosed. The method and system provides for generating a taxonomy of concepts, assigning unique-identifiers and weights to the taxonomy concepts using a given corpus of electronic data, using the taxonomy to identify the semantics of the document to be summarized, generating an ontology from a summarized authoritative text, having the ontology generation and the summary generation in a feedback loop, selecting text from a given document based on the weights of unique-identifiers in the taxonomy/ontology, sentences as a summary and pruning of the list based upon an entropy threshold, and the presence of a probability distribution, publishing of the summary in a known format on server or any other software/hardware platform with or without monetization for consumption, usage of the summary to generate answers which can be configured using an ontology and thus prevent denial of information/information overload. | 11-11-2010 |
20110099134 | Method and System for Agent Based Summarization - A method and system for using a proxy agent based access to documents and the corresponding summaries and its subsequent usage is disclosed. The method and system provides for retrieving a document, generating or retrieving summary, generating statistical parameters to judge the summary quality, using text segmentation to judge the quality of the summary, getting user rating input and using it to train a classifier, using the classifier to predict the rating of a summary, displaying the summary along with its rating, and optionally overlaying the summary display with relevant advertising and thus prevent denial of information/information overload and stimulating accelerated learning. | 04-28-2011 |