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 A Deep Convolutional Kernel Neural Network based Approach for Stock Market Prediction using Social Media Data Subject The topic of the resource Convolutional Neural Network (CNN); Extreme Learning Machine (ELM); Kernel Extreme Learning Machine (KELM) Description An account of the resource Several economists and social scientists have held a longstanding fascination with the practice of stock market prediction. As the stock market is essentially uncontrollable chaos, many experts believe that trying to predict it is futile. Due to the complexity of the numerous factors, accurate stock price predictions are notoriously difficult to achieve. While the market behaves more like a scale than a voting machine over the long run, its behavior may be predicted with some certainty. Information from Twitter is used into the algorithm. In this proposed method, a convolutional extreme learning machine model with kernel support was introduced (CKELM). To improve feature extraction and data classification, the CKELM model builds on the KELM's hidden layer by adding convolutional and subsampling layers. The convolutional layer and the subsampling layer do not employ the gradient technique to fine-tune their parameters because some designs worked well with random weights. When compared to popular models like CNN and KELM, The proposed model fares quite well, with an accuracy of around 98.3 percent. 2023 IEEE. Creator An entity primarily responsible for making the resource Agarwal V.; Ravi Kumar P.; Shankar S.; Praveena S.; Dubey V.; Chauhan A. Source A related resource from which the described resource is derived Proceedings of the 7th International Conference on Intelligent Computing and Control Systems, ICICCS 2023, pp. 78-82. 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 2023-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1109/ICICCS56967.2023.10142522" target="_blank" rel="noreferrer noopener">https://doi.org/10.1109/ICICCS56967.2023.10142522</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85163888913&amp;doi=10.1109%2FICICCS56967.2023.10142522&amp;partnerID=40&amp;md5=a248d4f3e9490f1a707d39da60ff171f" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85163888913&amp;doi=10.1109%2fICICCS56967.2023.10142522&amp;partnerID=40&amp;md5=a248d4f3e9490f1a707d39da60ff171f</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISBN: 979-835039725-3 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 Agarwal V., ATLAS SkillTech University, ISME, Maharashtra, Mumbai, India; Ravi Kumar P., Kristu Jayanti College (Autonomous), K.Narayanapura, Department of Media Studies, Karnataka, Bangalore, India; Shankar S., Computational Intelligence Srmist Kattankulathur, Tamil Nadu, Chengalpattu, India; Praveena S., Mahatma Gandhi Institute of Technology (MGIT), Department of Electronics and Communication Engineering, Telangana, Hyderabad, India; Dubey V., Computer Science and Engineering, Bharat Institute of Engineering and Technology, Telangana, Hyderabad, India; Chauhan A., CHRIST (Deemed to Be University), Department of Life Sciences, Karnataka, Bengaluru, India