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 SemKnowNews: A Semantically Inclined Knowledge Driven Approach for Multi-source Aggregation and Recommendation of News with a Focus on Personalization Subject The topic of the resource News recommendation; Ontology; Personalization; Transformers Description An account of the resource The availability of digital devices has increased throughout the world exponentially owing to which the average reader has shifted from offline media to online sources. There are a lot of online sources which aggregate and provide news from various outlets but due to the abundance of content there is an overload to the user. Personalization is therefore necessary to deliver interesting content to the user and alleviate excessive information. In this paper, we propose a novel semantically inclined knowledge driven approach for multi-source aggregation and recommendation of news with a focus on personalization to address the aforementioned issues. The proposed approach surpasses the existing work and yields an accuracy of 96.62% 2023, The Author(s), under exclusive license to Springer Nature Switzerland AG. Creator An entity primarily responsible for making the resource Chhatwal G.S.; Deepak G.; Sheeba Priyadarshini J.; Santhanavijayan A. Source A related resource from which the described resource is derived Communications in Computer and Information Science, Vol-1788 CCIS, pp. 263-274. Publisher An entity responsible for making the resource available Springer Science and Business Media Deutschland GmbH Date A point or period of time associated with an event in the lifecycle of the resource 2023-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1007/978-3-031-27609-5_21" target="_blank" rel="noreferrer noopener">https://doi.org/10.1007/978-3-031-27609-5_21</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85151049057&amp;doi=10.1007%2F978-3-031-27609-5_21&amp;partnerID=40&amp;md5=d15494200d052b1070b35d2aed2f9ad0" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85151049057&amp;doi=10.1007%2f978-3-031-27609-5_21&amp;partnerID=40&amp;md5=d15494200d052b1070b35d2aed2f9ad0</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISSN: 18650929; ISBN: 978-303127608-8 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 Chhatwal G.S., Department of Electronics and Communication Engineering, University Institute of Engineering and Technology, Panjab University, Chandigarh, India; Deepak G., Department of Computer Science and Engineering, Manipal Institute of Technology Bengaluru, Manipal Academy of Higher Education, Manipal, India; Sheeba Priyadarshini J., Department of Data Science, CHRIST (Deemed to be University), Bangalore, India; Santhanavijayan A., Department of Computer Science and Engineering, National Institute of Technology, Tiruchirappalli, Tiruchirappalli, India