Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Conference Papers Conference Paper Faculty Publications- Conference Papers Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Real-Time Application of Document Classification Based on Machine Learning Subject The topic of the resource Balanced accuracy; Document classification; OCR; SVM; t-SNE; Text analytics; tf-idf Description An account of the resource This research has been performed, keeping a real-time application of document (multi-page, varying length, scanned image-based) classification in mind. History of property title is captured in various documents, recorded against the said property in all the countries across the world. Information of the property, starting from ownership to the conveyance, mortgage, refinance etc. are buried under these documents. This is by far a human driven process to manage these digitized documents. Categorization of the documents is the primary step to automate the management of these documents and intelligent retrieval of information without or minimal human intervention. In this research, we have examined a popular, supervised machine learning technique called, SVM (support vector machine) with a heterogeneous data set of six categories of documents related to property. The model obtained an accuracy of 88.06% in classifying over 988 test documents. 2020, Springer Nature Switzerland AG. Creator An entity primarily responsible for making the resource Guha A.; Samanta D. Source A related resource from which the described resource is derived Learning and Analytics in Intelligent Systems, Vol-9, pp. 366-379. Publisher An entity responsible for making the resource available Springer Nature Date A point or period of time associated with an event in the lifecycle of the resource 2020-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1007/978-3-030-38501-9_37" target="_blank" rel="noreferrer noopener">https://doi.org/10.1007/978-3-030-38501-9_37</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85179861266&amp;doi=10.1007%2F978-3-030-38501-9_37&amp;partnerID=40&amp;md5=589c7b4db3449494601bb73ef9d093c1" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85179861266&amp;doi=10.1007%2f978-3-030-38501-9_37&amp;partnerID=40&amp;md5=589c7b4db3449494601bb73ef9d093c1</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISSN: 26623447 Format The file format, physical medium, or dimensions of the resource Online Language A language of the resource English Type The nature or genre of the resource Conference paper Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Guha A., Eagle Labs, First American India Private LTD., Bangalore, India; Samanta D., Department of Computer Science, Christ University (Deemed to be), Bangalore, India