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 Research aligned analysis on web access behavioral pattern mining for user identification Subject The topic of the resource Data mining; Human activity understanding; User Idenifiction; Web patterns; Web usage mining; Web user behavior Description An account of the resource Human activity understanding includes activity recognition and activity pattern discovery. Monitoring human activity and finding abnormality in their activities used by many field like medical applications, security systems etc. Basically it helps and support in decision making systems. Mining user activity from web logs can helps in finding hidden information about the user access pattern which reveals the web access behaviour of the users. Clustering and Classification techniques are used for web user identification. Clustering is the task of grouping similar patterns for web user identification. Classification is the process of classifying web patterns for user identification. In this paper we have implemented the existing works and discussed the results here to find the limitations. In existing methods, many data mining techniques were introduced for web user behaviour identification. But, the user identification accuracy was not improved and time consumption was not reduced. Our objective is to study the existing work and explore the possibility to improve the identification accuracy and reduce the time consumption using machine learning and deep learning techniques. BEIESP. Creator An entity primarily responsible for making the resource Gokulapriya R.; Ganesh Kumar R. Source A related resource from which the described resource is derived International Journal of Engineering and Advanced Technology, Vol-8, No. 6, pp. 5062-5067. Publisher An entity responsible for making the resource available Blue Eyes Intelligence Engineering and Sciences Publication Date A point or period of time associated with an event in the lifecycle of the resource 2019-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.35940/ijeat.F9552.088619" target="_blank" rel="noreferrer noopener">https://doi.org/10.35940/ijeat.F9552.088619</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85072060134&amp;doi=10.35940%2Fijeat.F9552.088619&amp;partnerID=40&amp;md5=1854aef2ea25ec163eadb96aca3307c4" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85072060134&amp;doi=10.35940%2fijeat.F9552.088619&amp;partnerID=40&amp;md5=1854aef2ea25ec163eadb96aca3307c4</a> Rights Information about rights held in and over the resource All Open Access; Gold Open Access Relation A related resource ISSN: 22498958 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 Gokulapriya R., Computer Science and Engineering, CHRIST (Deemed to be University), India; Ganesh Kumar R., Computer Science and Engineering, CHRIST (Deemed to be University), India