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 A multi-preference integrated algorithm for deep learning based recommender framework Subject The topic of the resource collaborative filtering; deep learning; long term preferences; recommender systems; short-term preferences Description An account of the resource Nowadays, the online recommender systems based collaborative filtering methods are widely employed to model long term user preferences (LTUP). The deep learning methods, like recurrent neural networks (RNN) have the potential to model short-term user preferences (STUP). There is no dynamic integration of these two models in the existing recommender systems. Therefore, in this article, a multi-preference integrated algorithm (MPIA) for deep learning based recommender framework (DLRF) is proposed to perform the dynamic integration of these two models. Moreover, the MPIA addresses improper data and to improve the performance for creating recommendations. This algorithm is depending on an enhanced long short term memory (LSTM) with additional controllers to consider relative information. Here, experiments are carried out by Amazon benchmark datasets, then obtained outcomes are compared with other existing recommender systems. From the comparison, the experimental outcomes show that the proposed MPIA outperforms existing systems under performance metrics, like area under curve, F1-score. Consequently, the MPIA can be integrated with real time recommender systems. 2022 John Wiley &amp; Sons, Ltd. Creator An entity primarily responsible for making the resource Jaishankar B.; Naveen J.; Marimuthu B.; Jayabalan B.; Mathivanan M. Source A related resource from which the described resource is derived Concurrency and Computation: Practice and Experience, Vol-34, No. 25 Publisher An entity responsible for making the resource available John Wiley and Sons Ltd Date A point or period of time associated with an event in the lifecycle of the resource 2022-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1002/cpe.7241" target="_blank" rel="noreferrer noopener">https://doi.org/10.1002/cpe.7241</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85135799527&amp;doi=10.1002%2Fcpe.7241&amp;partnerID=40&amp;md5=a65c163ea9dab7307f99afb88a3abc52" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85135799527&amp;doi=10.1002%2fcpe.7241&amp;partnerID=40&amp;md5=a65c163ea9dab7307f99afb88a3abc52</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISSN: 15320626; CODEN: CCPEB 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 Jaishankar B., Department of Electronics and Communication Engineering, KPR Institute of Engineering and Technology, Coimbatore, India; Naveen J., Department of Computer Science and Engineering, CHRIST (Deemed to be University), Bengaluru, India; Marimuthu B., Department of Computer Science and Engineering, CHRIST (Deemed to be University), Bengaluru, India; Jayabalan B., Department of MCA, School of CS &amp; IT, JAIN (Deemed to be University), Bengaluru, India; Mathivanan M., Department of Electronics and Communication Engineering, ACS College of Engineering, Karnataka, Bengaluru, India