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 Book Chapter Book Chapter Faculty Publications- Book Chapter 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 Classification of financial news articles using machine learning algorithms Subject The topic of the resource Classifications; n-grams; Stock market; Support vector machine; Text mining Description An account of the resource The opinion helps in determining the direction of the stock market. Information hidden in news articles is an information treasure which needs to be extracted. The present study is conducted to explore the application of text mining in binning the financial articles according to the opinion expressed inside them. It is discovered that using the tri-n-gram feature extraction process in conjugation with Support Vector machines increases the reliability and precision of the binning process. The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd 2021. Creator An entity primarily responsible for making the resource Saxena A.; Banik A.; Saswat C.; Joan Jose M.; Bhagat V. Source A related resource from which the described resource is derived Lecture Notes in Networks and Systems, Vol-132, pp. 193-199. Publisher An entity responsible for making the resource available Springer Date A point or period of time associated with an event in the lifecycle of the resource 2021-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1007/978-981-15-5309-7_20" target="_blank" rel="noreferrer noopener">https://doi.org/10.1007/978-981-15-5309-7_20</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85090375590&amp;doi=10.1007%2F978-981-15-5309-7_20&amp;partnerID=40&amp;md5=547939bc37d8157d9d15e0a7debf0c17" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85090375590&amp;doi=10.1007%2f978-981-15-5309-7_20&amp;partnerID=40&amp;md5=547939bc37d8157d9d15e0a7debf0c17</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISSN: 23673370 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 Book chapter Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Saxena A., CHRIST (Deemed to be University), Bengaluru, India; Banik A., CHRIST (Deemed to be University), Bengaluru, India; Saswat C., CHRIST (Deemed to be University), Bengaluru, India; Joan Jose M., CHRIST (Deemed to be University), Bengaluru, India; Bhagat V., CHRIST (Deemed to be University), Bengaluru, India