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 An approach for document pre-processing and K Means algorithm implementation Subject The topic of the resource augmented; frequency; K Means clustering; logarithmic; stemming; Stop words; term-document matrix; tf-idf Description An account of the resource The web mining is a cutting edge technology, which includes information gathering and classification of information over web. This paper puts forth the concepts of document pre-processing, which is achieved by extraction of keywords from the documents fetched from the web, processing it and generating a term-document matrix, TF-IDF and the different approaches of TF-IDF (term frequency Inverse document frequency) for each respective document. The last step is the clustering of these results through K Means algorithm, by comparing the performance of each approach used. The algorithm is realized on an X64 architecture and coded on Java and Matlab platform. The results are tabulated. 2014 IEEE. Creator An entity primarily responsible for making the resource Gowtham S.; Goswami M.; Balachandran K.; Purkayastha B.S. Source A related resource from which the described resource is derived Proceedings - 2014 4th International Conference on Advances in Computing and Communications, ICACC 2014, pp. 162-166. Publisher An entity responsible for making the resource available Institute of Electrical and Electronics Engineers Inc. Date A point or period of time associated with an event in the lifecycle of the resource 2014-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1109/ICACC.2014.46" target="_blank" rel="noreferrer noopener">https://doi.org/10.1109/ICACC.2014.46</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-84908701370&amp;doi=10.1109%2FICACC.2014.46&amp;partnerID=40&amp;md5=cb62427cd1b749e2f499429f73f7a008" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-84908701370&amp;doi=10.1109%2fICACC.2014.46&amp;partnerID=40&amp;md5=cb62427cd1b749e2f499429f73f7a008</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISBN: 978-147994364-7 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 Gowtham S., Christ University, Faculty of Engineering, Bangalore, India; Goswami M., Christ University, Faculty of Engineering, Bangalore, India; Balachandran K., Christ University, Faculty of Engineering, Bangalore, India; Purkayastha B.S., Assam Central University, Silchar, India