{"id":3523,"date":"2023-10-31T07:56:21","date_gmt":"2023-10-31T07:56:21","guid":{"rendered":"https:\/\/seyboldpublications.com\/?page_id=3523"},"modified":"2023-11-02T09:28:25","modified_gmt":"2023-11-02T09:28:25","slug":"jyothinm189","status":"publish","type":"page","link":"https:\/\/seyboldpublications.com\/index.php\/jyothinm189\/","title":{"rendered":"JyothiNM189"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"3523\" class=\"elementor elementor-3523\">\n\t\t\t\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-391e51d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"391e51d\" 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-6750ae9\" data-id=\"6750ae9\" 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-5fe8bc2 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5fe8bc2\" 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-b6cb67e\" data-id=\"b6cb67e\" 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-f506443 elementor-widget elementor-widget-text-editor\" data-id=\"f506443\" 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:\/\/seyboldpublications.com\/\"><strong>A Mamdani Fuzzy System with Multivariate Analysis and Weighted Aggregation for Precision Stock Investments Decisions -An AI Approach<\/strong><\/a><\/h5><p><strong>AUTHORS:\u00a0 \u00a0 \u00a0<\/strong><\/p><h6><strong>Nirmala\u00a0 M S , Lata Kulkarni , Jyothi N M \u00a0<\/strong><\/h6><p><strong>DOI<\/strong>:\u00a0 <a href=\"https:\/\/doi-ojs.org\/10-5110-77-1041\/\">10.5110\/77. 1041\u00a0 \u00a0<\/a> \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0<strong>Page:\u00a0 \u00a006-26<\/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:\/\/seyboldpublications.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:\/\/seyboldpublications.com\/wp-content\/uploads\/2023\/10\/creative-commons-cc-character-785334-300x300.png 300w, https:\/\/seyboldpublications.com\/wp-content\/uploads\/2023\/10\/creative-commons-cc-character-785334-1022x1024.png 1022w, https:\/\/seyboldpublications.com\/wp-content\/uploads\/2023\/10\/creative-commons-cc-character-785334-150x150.png 150w, https:\/\/seyboldpublications.com\/wp-content\/uploads\/2023\/10\/creative-commons-cc-character-785334-768x769.png 768w, https:\/\/seyboldpublications.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:\/\/seyboldpublications.com\/wp-content\/uploads\/2023\/06\/kjk-e1687889230616-300x14.png\" alt=\"\" width=\"300\" height=\"14\" srcset=\"https:\/\/seyboldpublications.com\/wp-content\/uploads\/2023\/06\/kjk-e1687889230616-300x14.png 300w, https:\/\/seyboldpublications.com\/wp-content\/uploads\/2023\/06\/kjk-e1687889230616-768x36.png 768w, https:\/\/seyboldpublications.com\/wp-content\/uploads\/2023\/06\/kjk-e1687889230616.png 900w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/p><p><strong>ABSTRACT<\/strong><\/p><p>This paper introduces a decision support system for stock trading, employing Fuzzy IF-THEN Rules. The system leverages three crucial linguistic variables as input parameters: Price-to-Earnings Ratio (PE), Earnings per Share (EPS), Price-to-Book Ratio (PB). \u00a0Its primary objective is to aid investors in making rational decisions regarding their stock investments, with the goal of maximizing profits in the stock market\u2014a notably intricate and challenging environment. To simplify and enhance decision-making for investors in this complex realm, this study harnesses Artificial Intelligence (AI) through the application of Fuzzy Logic (FL). The stock Investment decider is built by building Mamdani Type 2 Fuzzy Logic System using Mat Lab. Numerous prior research efforts have demonstrated the efficacy of FL in navigating the intricacies of stock trading environments. The study rigorously evaluates all the fuzzy rules through the utilization of a Fuzzy Inference System implemented in MATLAB. This comprehensive approach ensures that the proposed system&#8217;s effectiveness is thoroughly assessed and validated.<\/p><p><strong>Keywords:<\/strong><\/p><p>Fuzzy logic, Mamdani Fuzzy type -2, MATLAB, crisp values, stock investment decision<\/p><p><a href=\"#\"><strong>Received<\/strong>:<\/a>\u00a0 12 October 2023<\/p><p><a href=\"#\"><strong>Accepted:<\/strong><\/a> 23 October 2023<\/p><p><a href=\"#\"> <strong>Published:<\/strong><\/a>\u00a0 01 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-06b0aa8 elementor-widget elementor-widget-button\" data-id=\"06b0aa8\" 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:\/\/seyboldpublications.com\/wp-content\/uploads\/2023\/10\/Jyothi-N-M189.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 A Mamdani Fuzzy System with Multivariate Analysis and Weighted Aggregation for Precision Stock Investments Decisions -An AI Approach AUTHORS:\u00a0 \u00a0 \u00a0 Nirmala\u00a0 M S , Lata Kulkarni , Jyothi N M \u00a0 DOI:\u00a0 10.5110\/77. 1041\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0Page:\u00a0 \u00a006-26\u00a0 \u00a0 \u00a0 \u00a0 &hellip;<\/p>\n<p class=\"read-more\"> <a class=\"\" href=\"https:\/\/seyboldpublications.com\/index.php\/jyothinm189\/\"> <span class=\"screen-reader-text\">JyothiNM189<\/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-3523","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.7 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>JyothiNM189 - Seybold Publications<\/title>\n<meta name=\"description\" content=\"Seybold Report Journal \u200bis an Interdisciplinary research journal in the fields of Business, Management, Entrepreneurship, Law, Computer Science &amp; Engineering, Agriculture &amp; its allied fields, and Economic sciences.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/seyboldpublications.com\/index.php\/jyothinm189\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"JyothiNM189 - Seybold Publications\" \/>\n<meta property=\"og:description\" content=\"Seybold Report Journal \u200bis an Interdisciplinary research journal in the fields of Business, Management, Entrepreneurship, Law, Computer Science &amp; Engineering, Agriculture &amp; its allied fields, and Economic sciences.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/seyboldpublications.com\/index.php\/jyothinm189\/\" \/>\n<meta property=\"og:site_name\" content=\"Seybold Publications\" \/>\n<meta property=\"article:modified_time\" content=\"2023-11-02T09:28:25+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/seyboldpublications.com\/wp-content\/uploads\/2023\/10\/creative-commons-cc-character-785334-300x300.png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/seyboldpublications.com\/index.php\/jyothinm189\/\",\"url\":\"https:\/\/seyboldpublications.com\/index.php\/jyothinm189\/\",\"name\":\"JyothiNM189 - Seybold Publications\",\"isPartOf\":{\"@id\":\"https:\/\/seyboldpublications.com\/#website\"},\"datePublished\":\"2023-10-31T07:56:21+00:00\",\"dateModified\":\"2023-11-02T09:28:25+00:00\",\"description\":\"Seybold Report Journal \u200bis an Interdisciplinary research journal in the fields of Business, Management, Entrepreneurship, Law, Computer Science & Engineering, Agriculture & its allied fields, and Economic sciences.\",\"breadcrumb\":{\"@id\":\"https:\/\/seyboldpublications.com\/index.php\/jyothinm189\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/seyboldpublications.com\/index.php\/jyothinm189\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/seyboldpublications.com\/index.php\/jyothinm189\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/seyboldpublications.com\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"JyothiNM189\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/seyboldpublications.com\/#website\",\"url\":\"https:\/\/seyboldpublications.com\/\",\"name\":\"Seybold Publications\",\"description\":\"Seybold Report Journal\",\"publisher\":{\"@id\":\"https:\/\/seyboldpublications.com\/#organization\"},\"alternateName\":\"Seybold Report Journal\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/seyboldpublications.com\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/seyboldpublications.com\/#organization\",\"name\":\"Seybold Publications\",\"alternateName\":\"Seybold Report Journal\",\"url\":\"https:\/\/seyboldpublications.com\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/seyboldpublications.com\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/seyboldpublications.com\/wp-content\/uploads\/2025\/12\/cropped-cropped-cropped-cropped-cropped-cropped-cropped-cropped-cropped-cropped-cropped-cropped-sybreport-190x68-1-1-1-1-1.png\",\"contentUrl\":\"https:\/\/seyboldpublications.com\/wp-content\/uploads\/2025\/12\/cropped-cropped-cropped-cropped-cropped-cropped-cropped-cropped-cropped-cropped-cropped-cropped-sybreport-190x68-1-1-1-1-1.png\",\"width\":183,\"height\":60,\"caption\":\"Seybold Publications\"},\"image\":{\"@id\":\"https:\/\/seyboldpublications.com\/#\/schema\/logo\/image\/\"}}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"JyothiNM189 - Seybold Publications","description":"Seybold Report Journal \u200bis an Interdisciplinary research journal in the fields of Business, Management, Entrepreneurship, Law, Computer Science & Engineering, Agriculture & its allied fields, and Economic sciences.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/seyboldpublications.com\/index.php\/jyothinm189\/","og_locale":"en_US","og_type":"article","og_title":"JyothiNM189 - Seybold Publications","og_description":"Seybold Report Journal \u200bis an Interdisciplinary research journal in the fields of Business, Management, Entrepreneurship, Law, Computer Science & Engineering, Agriculture & its allied fields, and Economic sciences.","og_url":"https:\/\/seyboldpublications.com\/index.php\/jyothinm189\/","og_site_name":"Seybold Publications","article_modified_time":"2023-11-02T09:28:25+00:00","og_image":[{"url":"https:\/\/seyboldpublications.com\/wp-content\/uploads\/2023\/10\/creative-commons-cc-character-785334-300x300.png"}],"twitter_card":"summary_large_image","twitter_misc":{"Est. reading time":"2 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/seyboldpublications.com\/index.php\/jyothinm189\/","url":"https:\/\/seyboldpublications.com\/index.php\/jyothinm189\/","name":"JyothiNM189 - Seybold Publications","isPartOf":{"@id":"https:\/\/seyboldpublications.com\/#website"},"datePublished":"2023-10-31T07:56:21+00:00","dateModified":"2023-11-02T09:28:25+00:00","description":"Seybold Report Journal \u200bis an Interdisciplinary research journal in the fields of Business, Management, Entrepreneurship, Law, Computer Science & Engineering, Agriculture & its allied fields, and Economic sciences.","breadcrumb":{"@id":"https:\/\/seyboldpublications.com\/index.php\/jyothinm189\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/seyboldpublications.com\/index.php\/jyothinm189\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/seyboldpublications.com\/index.php\/jyothinm189\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/seyboldpublications.com\/"},{"@type":"ListItem","position":2,"name":"JyothiNM189"}]},{"@type":"WebSite","@id":"https:\/\/seyboldpublications.com\/#website","url":"https:\/\/seyboldpublications.com\/","name":"Seybold Publications","description":"Seybold Report Journal","publisher":{"@id":"https:\/\/seyboldpublications.com\/#organization"},"alternateName":"Seybold Report Journal","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/seyboldpublications.com\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/seyboldpublications.com\/#organization","name":"Seybold Publications","alternateName":"Seybold Report Journal","url":"https:\/\/seyboldpublications.com\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/seyboldpublications.com\/#\/schema\/logo\/image\/","url":"https:\/\/seyboldpublications.com\/wp-content\/uploads\/2025\/12\/cropped-cropped-cropped-cropped-cropped-cropped-cropped-cropped-cropped-cropped-cropped-cropped-sybreport-190x68-1-1-1-1-1.png","contentUrl":"https:\/\/seyboldpublications.com\/wp-content\/uploads\/2025\/12\/cropped-cropped-cropped-cropped-cropped-cropped-cropped-cropped-cropped-cropped-cropped-cropped-sybreport-190x68-1-1-1-1-1.png","width":183,"height":60,"caption":"Seybold Publications"},"image":{"@id":"https:\/\/seyboldpublications.com\/#\/schema\/logo\/image\/"}}]}},"_links":{"self":[{"href":"https:\/\/seyboldpublications.com\/index.php\/wp-json\/wp\/v2\/pages\/3523","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/seyboldpublications.com\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/seyboldpublications.com\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/seyboldpublications.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/seyboldpublications.com\/index.php\/wp-json\/wp\/v2\/comments?post=3523"}],"version-history":[{"count":17,"href":"https:\/\/seyboldpublications.com\/index.php\/wp-json\/wp\/v2\/pages\/3523\/revisions"}],"predecessor-version":[{"id":3707,"href":"https:\/\/seyboldpublications.com\/index.php\/wp-json\/wp\/v2\/pages\/3523\/revisions\/3707"}],"wp:attachment":[{"href":"https:\/\/seyboldpublications.com\/index.php\/wp-json\/wp\/v2\/media?parent=3523"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}