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 Detecting Fake Information Dissemination using Leveraging Machine Learning and DRIMUX with B-LSTM Subject The topic of the resource Accuracy; B-LSTM; DRIMUX; Fake Information Dissemination Detection; Machine Learning Description An account of the resource Information integrity and public confidence are seriously threatened by the rapid expansion of fake news and misinformation that has resulted from the online broadcast of information. This work focuses on the detection of fraudulent information propagation utilizing machine learning techniques and the Digital Reputation and Influence Measurement Unit (DRIMUX) in order to address this problem. The use of Bidirectional Long Short-Term Memory (B-LSTM) networks into the detection process is something we really advocate. B-LSTM enables the capture of contextual dependencies from both past and future time steps, enhancing the understanding of sequential data. Additionally, DRIMUX provides reputation and influence measurements to assess the credibility of information sources. Experimental analyses on various datasets reveal the promising performance of the suggested methodology, highlighting its potential in preventing the spread of false information and protecting the veracity of digital information. 2024, Ismail Saritas. All rights reserved. Creator An entity primarily responsible for making the resource Kaneti V.R.; Venkatesan M.; Sharma H.; Bodhankar A.; Bajaj R.; Ganesh Kumar R.; Pokhariya H.S.; Deepak A. Source A related resource from which the described resource is derived International Journal of Intelligent Systems and Applications in Engineering, Vol-12, No. 5s, pp. 91-100. Publisher An entity responsible for making the resource available Ismail Saritas 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="" target="_blank" rel="noreferrer noopener"></a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85179944683&amp;partnerID=40&amp;md5=d756698a7a7e6a61d714af6897078377" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85179944683&amp;partnerID=40&amp;md5=d756698a7a7e6a61d714af6897078377</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISSN: 21476799 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 Kaneti V.R., Department of Computer Science and Engineering, VNR Vignana Jyothi Institute of Engineering and Technology, Telangana, Hyderabad, India; Venkatesan M., Dr. D.Y. Patil Institute of Technology, Pune-18, Pimpri, India; Sharma H., Computer Engineering and Applications, GLA University, Mathura, India; Bodhankar A., Department of Decision Sciences, Dr. Ambedkar Institute of Management Studies and Research, Maharashtra, India; Bajaj R., NB Global University, Rajasthan, Bikaner, India; Ganesh Kumar R., Department of Computer Science and Engineering, CHRIST (Deemed to be University), School of Engineering and Technology, Kanminike, Bangalore, India; Pokhariya H.S., Department of Computer Science &amp; Engineering, Graphic Era Deemed to be University, Uttarakhand, Dehradun, India; Deepak A., Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences, Saveetha University, Tamilnadu, Chennai, India