{"id":3759,"date":"2023-11-13T04:30:17","date_gmt":"2023-11-13T04:30:17","guid":{"rendered":"https:\/\/seybold-report.com\/?page_id=3759"},"modified":"2023-11-13T04:45:20","modified_gmt":"2023-11-13T04:45:20","slug":"akshata1311-2","status":"publish","type":"page","link":"https:\/\/seybold-report.com\/index.php\/akshata1311-2\/","title":{"rendered":"Akshata1311"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"3759\" class=\"elementor elementor-3759\">\n\t\t\t\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-29f5942 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"29f5942\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5d16b87\" data-id=\"5d16b87\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-4e0f121 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4e0f121\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-33b8be8\" data-id=\"33b8be8\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-05a9a4f elementor-widget elementor-widget-text-editor\" data-id=\"05a9a4f\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.18.0 - 20-12-2023 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<h5><strong>TITLE:\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0<\/strong><\/h5><h5><a href=\"https:\/\/seybold-report.com\/\"><strong>Predicting Human Personality using Multimedia by Employing Machine Learning Technique<\/strong><\/a><\/h5><p><strong>AUTHORS:\u00a0 \u00a0 \u00a0<\/strong><\/p><p><strong>Akshata S Bhayyar, Kiran P, Sushma Bylaiah<\/strong><\/p><p><strong>DOI<\/strong>:\u00a0 <a href=\"https:\/\/doi-ojs.org\/10-5110-77-1046\/\">10.5110\/77. 1046\u00a0 \u00a0<\/a> \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0<strong>Page:\u00a0 \u00a0102-120<\/strong>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u00a0<strong>\u00a0Vol:<\/strong> 18\u00a0 \u00a0 <strong>Issue:<\/strong> 09\u00a0 \u00a0<strong>Year:<\/strong> 2023<\/p><p><img decoding=\"async\" class=\"alignnone wp-image-3235\" src=\"https:\/\/seybold-report.com\/wp-content\/uploads\/2023\/10\/creative-commons-cc-character-785334-300x300.png\" alt=\"creative commons, cc, character-785334.jpg\" width=\"26\" height=\"26\" srcset=\"https:\/\/seybold-report.com\/wp-content\/uploads\/2023\/10\/creative-commons-cc-character-785334-300x300.png 300w, https:\/\/seybold-report.com\/wp-content\/uploads\/2023\/10\/creative-commons-cc-character-785334-1022x1024.png 1022w, https:\/\/seybold-report.com\/wp-content\/uploads\/2023\/10\/creative-commons-cc-character-785334-150x150.png 150w, https:\/\/seybold-report.com\/wp-content\/uploads\/2023\/10\/creative-commons-cc-character-785334-768x769.png 768w, https:\/\/seybold-report.com\/wp-content\/uploads\/2023\/10\/creative-commons-cc-character-785334.png 1278w\" sizes=\"(max-width: 26px) 100vw, 26px\" \/>\u00a0 \u00a0<img decoding=\"async\" class=\"alignnone size-medium wp-image-1242\" src=\"https:\/\/seybold-report.com\/wp-content\/uploads\/2023\/06\/kjk-e1687889230616-300x14.png\" alt=\"\" width=\"300\" height=\"14\" srcset=\"https:\/\/seybold-report.com\/wp-content\/uploads\/2023\/06\/kjk-e1687889230616-300x14.png 300w, https:\/\/seybold-report.com\/wp-content\/uploads\/2023\/06\/kjk-e1687889230616-768x36.png 768w, https:\/\/seybold-report.com\/wp-content\/uploads\/2023\/06\/kjk-e1687889230616.png 900w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/p><p><strong>ABSTRACT<\/strong><\/p><p>Recently, cognitive-based sentiment analysis has drawn a lot of attention because it focuses on automatically identifying user behaviours like personality characteristics from online social media text. In order to demonstrate the effectiveness of the suggested model for eight key personality traits (Introversion-Extroversion, Intuition- Sensing, Thinking-Feeling, and Judging-Perceiving), we present a hybrid Deep Learning-based model made up of Convolutional Neural Networks with Long Short-Term Memory. On the basis of audio and video recordings of human faces, we provide a model for the identification of personality traits. A web-based platform is created to gather the dataset, allowing users to record voice and video using a microphone and webcam, respectively. The dataset contains videos and audio clips of people of various ages and genders. Applying the proposed CNN+LSTM model on the considered dataset we could achieve an accuracy of 87.07%.<\/p><p><strong>Keywords:<\/strong><\/p><p>Cognitive Psychology, Personality traits, Convolutional Neural Networks, Long Short-Term Memory, Myers-Briggs Type Indicator (MBTI)<\/p><p><a href=\"#\"><strong>Received<\/strong>:<\/a>\u00a0 22 October 2023<\/p><p><a href=\"#\"><strong>Accepted:<\/strong><\/a> 05 November\u00a0 2023<\/p><p><a href=\"#\"> <strong>Published:<\/strong><\/a>\u00a0 13 November\u00a0 2023<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a879053 elementor-widget elementor-widget-button\" data-id=\"a879053\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-md\" href=\"https:\/\/seybold-report.com\/wp-content\/uploads\/2023\/11\/Akshata1311.pdf\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon elementor-align-icon-left\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"far fa-file-pdf\"><\/i>\t\t\t<\/span>\n\t\t\t\t\t\t<span class=\"elementor-button-text\">PDF<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>TITLE:\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 Predicting Human Personality using Multimedia by Employing Machine Learning Technique AUTHORS:\u00a0 \u00a0 \u00a0 Akshata S Bhayyar, Kiran P, Sushma Bylaiah DOI:\u00a0 10.5110\/77. 1046\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0Page:\u00a0 \u00a0102-120\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u00a0\u00a0Vol: 18\u00a0 \u00a0 Issue: 09\u00a0 \u00a0Year: 2023 \u00a0 \u00a0 ABSTRACT Recently, &hellip;<\/p>\n<p class=\"read-more\"> <a class=\"\" href=\"https:\/\/seybold-report.com\/index.php\/akshata1311-2\/\"> <span class=\"screen-reader-text\">Akshata1311<\/span> Read More &raquo;<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"site-sidebar-layout":"no-sidebar","site-content-layout":"page-builder","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"disabled","ast-breadcrumbs-content":"","ast-featured-img":"disabled","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","footnotes":""},"class_list":["post-3759","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.7 - 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