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 Therapy recommendation based on level of depression using social media data Subject The topic of the resource Anxiety; Depression; Knowledge base; Language; Mental health; Recommendation system; Social media Description An account of the resource Social media is a massive platform with currently over 100 million registered users. It is a platform where individuals express themselves along with their interests. These expressions of individual can be used to identify their mental status. That being said, depression and anxiety are the dominant cause for illness and ill-health across the world. Studies show that users mental health can be predicted by their everyday use of language. This paper examines the tweets for analyzing the linguistic and behavioral features for classifying the levels of depression among the users. In order to classify the levels of depression, a knowledge base of the words that are associated with depression/anxiety has been created. The model evaluated this using simple text mining techniques to measure the mental health status of the users and provide appropriate recommendations. 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 Rath T.; Purohit Y.; Rajput R.; Ghosh A.; Shukla S. Source A related resource from which the described resource is derived Lecture Notes in Networks and Systems, Vol-132, pp. 289-297. 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_31" target="_blank" rel="noreferrer noopener">https://doi.org/10.1007/978-981-15-5309-7_31</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85090374918&amp;doi=10.1007%2F978-981-15-5309-7_31&amp;partnerID=40&amp;md5=9220fd85f444b8206c7a8b7234776ca5" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85090374918&amp;doi=10.1007%2f978-981-15-5309-7_31&amp;partnerID=40&amp;md5=9220fd85f444b8206c7a8b7234776ca5</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 Rath T., CHRIST (Deemed to be University), Lavasa Pune, India; Purohit Y., CHRIST (Deemed to be University), Lavasa Pune, India; Rajput R., CHRIST (Deemed to be University), Lavasa Pune, India; Ghosh A., CHRIST (Deemed to be University), Lavasa Pune, India; Shukla S., CHRIST (Deemed to be University), Lavasa Pune, India