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 Articles Article Faculty Publications -Articles 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 PEVRM: Probabilistic Evolution Based Version Recommendation Model for Mobile Applications Subject The topic of the resource matrix factorization; Mobile apps recommendation; probabilistic evolution based version recommendation model; probabilistic matrix factorization; version sensitive recommendation Description An account of the resource Traditional recommendation approaches for the mobile Apps basically depend on the Apps related features. Now a days many users are in quench of Apps recommendation based on the version description. Earlier mobile Apps recommendation system do not handle the cold start problem and also lacks in time for recommending the related and latest version of Apps. To overcome this issues, a hybrid Apps recommendation framework which is considering the version of the mobile Apps is proposed. This novel framework named 'Probabilistic Evolution based Version Recommendation Model (PEVRM)' integrates the principles of Probabilistic Matrix Factorization (PMF) with Version Evolution Progress Model (VEPM). With the help this novel recommendation algorithm, the mobile users easily identify the specific Apps for particular task based on its version progression. At same time, this framework helps in resolving cold start problems of new users. Evaluations of this framework utilize a benchmark dataset, i.e., Apple's iTunes App Store3, for revealing its promising performance. 2013 IEEE. Creator An entity primarily responsible for making the resource Maheswari M.; Geetha S.; Selva Kumar S.; Karuppiah M.; Samanta D.; Park Y. Source A related resource from which the described resource is derived IEEE Access, Vol-9, pp. 20819-20827. Publisher An entity responsible for making the resource available Institute of Electrical and Electronics Engineers Inc. 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/10.1109/ACCESS.2021.3053583" target="_blank" rel="noreferrer noopener">https://doi.org/10.1109/ACCESS.2021.3053583</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85100500782&amp;doi=10.1109%2FACCESS.2021.3053583&amp;partnerID=40&amp;md5=8347f42bdde3ddb865860ac876fa5501" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85100500782&amp;doi=10.1109%2fACCESS.2021.3053583&amp;partnerID=40&amp;md5=8347f42bdde3ddb865860ac876fa5501</a> Rights Information about rights held in and over the resource All Open Access; Gold Open Access Relation A related resource ISSN: 21693536 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 Article Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Maheswari M., Department of Computer Science and Engineering, Sathyabama Institute of Science and Technology, Chennai, 600119, India; Geetha S., School of Computer Science and Engineering, Vellore Institute of Technology, Chennai, 600127, India; Selva Kumar S., Department of Computer Science and Engineering, GKM College of Engineering and Technology, Chennai, 600063, India; Karuppiah M., Department of Computer Science and Engineering, SRM Institute of Science and Technology, Delhi-NCR Campus, Ghaziabad, 201204, India; Samanta D., Department of Computer Science, CHRIST University, Bengaluru, 560029, India; Park Y., School of Computer Engineering, Keimyung University, Daegu, 42601, South Korea