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 Toxic text classification Subject The topic of the resource Classification; Content moderation; Deep learning; Internet content; Social media Description An account of the resource The users of the Internet increase every moment with increasing population and accessibility of the Internet. With the increase in the number of users of the Internet, the number of controversies, arguments and abuses of all kinds increases. It becomes necessary for social media and other sites to identify toxic content amongst a large number of content being posted by the users of the sites every second. The traditional algorithms that depend on users reporting toxic content for it to be deleted and necessary actions to be taken against the users posting the content would take a long time, within which it would have gained media attention and would have lead to huge fights over the content. Thus, it becomes important for the content to be evaluated for toxicity at the time it is posted in order to stop it from being posted. Therefore, we have designed and trained a deep learning model that can be read through the textual content given through it and determine if it is toxic or not. 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 Ghosh S.; Kumar S.; Lepcha S.; Jain S.S. Source A related resource from which the described resource is derived Lecture Notes in Networks and Systems, Vol-132, pp. 251-260. 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_27" target="_blank" rel="noreferrer noopener">https://doi.org/10.1007/978-981-15-5309-7_27</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85090372547&amp;doi=10.1007%2F978-981-15-5309-7_27&amp;partnerID=40&amp;md5=8c2062be624c172d4b54463181a84d0f" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85090372547&amp;doi=10.1007%2f978-981-15-5309-7_27&amp;partnerID=40&amp;md5=8c2062be624c172d4b54463181a84d0f</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 Ghosh S., Department of Computer Science and Engineering, Christ (Deemed to be University), Bangalore, India; Kumar S., Department of Computer Science and Engineering, Christ (Deemed to be University), Bangalore, India; Lepcha S., Department of Computer Science and Engineering, Christ (Deemed to be University), Bangalore, India; Jain S.S., Department of Computer Science and Engineering, Christ (Deemed to be University), Bangalore, India