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 Discovering the Micro-Clusters from a group of DHH learners: An approach using machine learning techniques Description An account of the resource The e-learning environment is essentially helpful for improving the autonomous learning skills of the DHH learners. Facing numerous resources online, DHH learners need support to choose the right learning materials. This can be done by recommending suitable learning objects to similar types of learners. Hence, this research attempts to explore the possibilities of forming micro clusters from the group of DHH learners to improve the recommendation. As a result of k-means, three different micro clusters are formed. So, from the initial analysis, it is identified that the formation of micro clusters is possible, and features such as communication and learning ways play an important role in forming the well-defined micro clusters. This will definitely help the teachers in traditional classrooms and recommendation engines in e-learning to explore the micro clusters of learners with same learning patterns and communication preferences to appropriately stream the right pedagogical methods. 2024, IGI Global. All rights reserved. Creator An entity primarily responsible for making the resource Poly A.; Banu P.K.N. Source A related resource from which the described resource is derived Transforming Education for Personalized Learning, pp. 159-175. Publisher An entity responsible for making the resource available IGI Global Date A point or period of time associated with an event in the lifecycle of the resource 2024-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.4018/979-8-3693-0868-4.ch010" target="_blank" rel="noreferrer noopener">https://doi.org/10.4018/979-8-3693-0868-4.ch010</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85189770016&amp;doi=10.4018%2F979-8-3693-0868-4.ch010&amp;partnerID=40&amp;md5=3c9d2bda9e8c62c8766047b2d79c0e10" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85189770016&amp;doi=10.4018%2f979-8-3693-0868-4.ch010&amp;partnerID=40&amp;md5=3c9d2bda9e8c62c8766047b2d79c0e10</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISBN: 979-836930869-1; 979-836930868-4 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 Poly A., Christ University (Deemed), India; Banu P.K.N., Christ University (Deemed), India