{"id":126,"date":"2021-01-20T14:41:21","date_gmt":"2021-01-20T14:41:21","guid":{"rendered":"https:\/\/dsrc.haifa.ac.il\/?p=126"},"modified":"2023-09-25T06:09:47","modified_gmt":"2023-09-25T06:09:47","slug":"distinguishing-between-emotional-and-informative-posts-in-online-medical-communities","status":"publish","type":"post","link":"https:\/\/dsrc.haifa.ac.il\/?p=126","title":{"rendered":"Distinguishing between emotional and informative posts in online medical communities"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"126\" class=\"elementor elementor-126\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-91ce975 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"91ce975\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;jet_parallax_layout_list&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-f4c1f41\" data-id=\"f4c1f41\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-763859a elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"763859a\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;,&quot;_animation_mobile&quot;:&quot;fadeInUp&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Distinguishing between emotional and informative posts in online medical communities\n<\/h2>\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<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-5c16e45 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5c16e45\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;jet_parallax_layout_list&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-99eff5e\" data-id=\"99eff5e\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-89eabc7 elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"89eabc7\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;,&quot;_animation_mobile&quot;:&quot;fadeInUp&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Pavel Goldstein and Roni Elran-Barak# - School of Public Health<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-831a913 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"831a913\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\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<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-480a33b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"480a33b\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;jet_parallax_layout_list&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-3b6023c9\" data-id=\"3b6023c9\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-inner-section elementor-element elementor-element-63ada25 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"63ada25\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;jet_parallax_layout_list&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-33 elementor-inner-column elementor-element elementor-element-4908151\" data-id=\"4908151\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0794525 elementor-widget elementor-widget-text-editor\" data-id=\"0794525\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>\u00a0Machine Learning<br \/>Deep learning<br \/>Neural Networks<br \/>Natural Language Processing<br \/><\/strong><\/p>\t\t\t\t\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<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-465c741\" data-id=\"465c741\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b43e43e elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"b43e43e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>Health<\/strong><\/p>\t\t\t\t\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<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-d2e02e4\" data-id=\"d2e02e4\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2cfb429 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"2cfb429\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>Database Collection Grant 2020<\/strong><\/p>\t\t\t\t\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<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-19677988 elementor-widget elementor-widget-text-editor\" data-id=\"19677988\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><img fetchpriority=\"high\" decoding=\"async\" class=\"size-full wp-image-125 alignleft\" src=\"https:\/\/dsrc.haifa.ac.il\/wp-content\/uploads\/2021\/01\/Picture123.jpg\" alt=\"Picture123\" width=\"390\" height=\"205\" srcset=\"https:\/\/dsrc.haifa.ac.il\/wp-content\/uploads\/2021\/01\/Picture123.jpg 390w, https:\/\/dsrc.haifa.ac.il\/wp-content\/uploads\/2021\/01\/Picture123-300x158.jpg 300w\" sizes=\"(max-width: 390px) 100vw, 390px\" \/><\/p><p>Online forums may positively impact how patients cope with health conditions, empowering patients to take an active role in their health management. Some of the patients are looking for informative assistance, others are seeking emotional support. Thus, the classification of the posts\u2019 content to emotional vs. informative may assist in the effective management of the forums, saving resources, and providing needed assistance to the patients.<\/p><p>Dr. Pavel Goldstein and Dr. Roni Elran-Barak are analyzing the content of medical forums, developing and validating a novel computational tool for the classification of the patients\u2019 post to emotional or informative employing approaches of Natural Language Processing (NLP) and machine learning.<\/p>\t\t\t\t\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<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Pavel Goldstein, Roni Elran-Barak<\/p>\n","protected":false},"author":2,"featured_media":125,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"_acf_changed":false,"_eb_attr":"","footnotes":""},"categories":[85,82,63,71,64,65,66,23],"tags":[56,34,42,58],"class_list":["post-126","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-85","category-database-collection","category-deep-learning","category-health","category-machine-learning","category-natural-language-processing","category-neural-networks","category-research-blog","tag-deep-learning","tag-machine-learning","tag-natural-language-processing","tag-neural-networks","entry","has-media"],"acf":[],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.1.1 - 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