{"id":2248,"date":"2021-09-24T10:52:39","date_gmt":"2021-09-24T10:52:39","guid":{"rendered":"https:\/\/iscpif.fr\/chavalarias\/?p=2248"},"modified":"2024-02-06T23:49:32","modified_gmt":"2024-02-06T23:49:32","slug":"exploring-browsing-and-interacting-with-multi-level-and-multi-scale-dynamics-of-knowledge","status":"publish","type":"post","link":"https:\/\/iscpif.fr\/chavalarias\/?p=2248","title":{"rendered":"Info. Vis: Exploring, browsing and interacting with multi-level and multi-scale dynamics of knowledge"},"content":{"rendered":"<div id='full_slider_1'  class='avia-fullwidth-slider main_color avia-shadow   avia-builder-el-0  el_before_av_one_half  avia-builder-el-first   container_wrap fullsize'  ><div  class='avia-slideshow av-kty8ss3t-8c44c1455b4b845fe4615d9dee6b094f avia-slideshow-featured av_slideshow_full avia-slide-slider av-slideshow-ui av-control-default av-slideshow-manual av-loop-once av-loop-manual-endless av-default-height-applied   avia-slideshow-1' data-slideshow-options=\"{&quot;animation&quot;:&quot;slide&quot;,&quot;autoplay&quot;:false,&quot;loop_autoplay&quot;:&quot;once&quot;,&quot;interval&quot;:5,&quot;loop_manual&quot;:&quot;manual-endless&quot;,&quot;autoplay_stopper&quot;:false,&quot;noNavigation&quot;:false,&quot;bg_slider&quot;:false,&quot;keep_padding&quot;:false,&quot;hoverpause&quot;:false,&quot;show_slide_delay&quot;:0}\"  itemprop=\"image\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\" ><ul class='avia-slideshow-inner ' style='padding-bottom: 38.843721770551%;'><li  class='avia-slideshow-slide av-kty8ss3t-8c44c1455b4b845fe4615d9dee6b094f__0  av-single-slide slide-1 slide-odd'><div data-rel='slideshow-1' class='avia-slide-wrap '   ><div class='av-slideshow-caption av-kty8ss3t-8c44c1455b4b845fe4615d9dee6b094f__0 caption_fullwidth caption_left caption_left_framed caption_framed'><div class=\"container caption_container\"><div class=\"slideshow_caption\"><div class=\"slideshow_inner_caption\"><div class=\"slideshow_align_caption\"><h2 class='avia-caption-title '  itemprop=\"name\" >Exploring, browsing and interacting with multi-level and multi-scale dynamics of knowledge<\/h2><div class='avia-caption-content '  itemprop=\"description\" ><p>Quentin Lobb\u00e9, Alexandre Delano\u00eb, David Chavalarias, Information Visualization 2021<\/p>\n<\/div><\/div><\/div><\/div><\/div><\/div><img decoding=\"async\" fetchpriority=\"high\" class=\"wp-image-2239 avia-img-lazy-loading-not-2239\"  src=\"https:\/\/iscpif.fr\/chavalarias\/wp-content\/uploads\/sites\/4\/2021\/09\/CovidVaccinePub.png\" width=\"1107\" height=\"430\" title='CovidVaccinePub' alt=''  itemprop=\"thumbnailUrl\"   \/><\/div><\/li><\/ul><\/div><\/div><div id='after_full_slider_1'  class='main_color av_default_container_wrap container_wrap fullsize'  ><div class='container av-section-cont-open' ><div class='template-page content  av-content-full alpha units'><div class='post-entry post-entry-type-page post-entry-2248'><div class='entry-content-wrapper clearfix'>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-4k5gxk-b4b3ea55fc842455c5a569c43fce10e2\">\n.flex_column.av-4k5gxk-b4b3ea55fc842455c5a569c43fce10e2{\nborder-radius:0px 0px 0px 0px;\npadding:0px 0px 0px 0px;\n}\n<\/style>\n<div  class='flex_column av-4k5gxk-b4b3ea55fc842455c5a569c43fce10e2 av_one_half  avia-builder-el-1  el_after_av_slideshow_full  el_before_av_one_half  avia-builder-el-first  first flex_column_div av-zero-column-padding  '     ><p>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-kty8t81k-3213f0785fe36118b5795bc8dd48d668\">\n#top .av-special-heading.av-kty8t81k-3213f0785fe36118b5795bc8dd48d668{\npadding-bottom:10px;\n}\nbody .av-special-heading.av-kty8t81k-3213f0785fe36118b5795bc8dd48d668 .av-special-heading-tag .heading-char{\nfont-size:25px;\n}\n.av-special-heading.av-kty8t81k-3213f0785fe36118b5795bc8dd48d668 .av-subheading{\nfont-size:15px;\n}\n<\/style>\n<div  class='av-special-heading av-kty8t81k-3213f0785fe36118b5795bc8dd48d668 av-special-heading-h4  avia-builder-el-2  el_before_av_textblock  avia-builder-el-first '><h4 class='av-special-heading-tag '  itemprop=\"headline\"  >Abstract<\/h4><div class=\"special-heading-border\"><div class=\"special-heading-inner-border\"><\/div><\/div><\/div><br \/>\n<section  class='av_textblock_section av-kty8tkyz-d5051a174f01c84c3dc7b4d14da8b7a6 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/BlogPosting\" itemprop=\"blogPost\" ><div class='avia_textblock'  itemprop=\"text\" ><div class=\"csl-bib-body\">\n<div class=\"csl-entry\">Lobb\u00e9, Q., Delano\u00eb, A., Chavalarias, D., 2021. <a href=\"https:\/\/journals.sagepub.com\/doi\/full\/10.1177\/14738716211044829\" target=\"_blank\" rel=\"noopener\">Exploring, browsing and interacting with multi-level and multi-scale dynamics of knowledge<\/a>. Information Visualization 14738716211044828. <a href=\"https:\/\/doi.org\/10.1177\/14738716211044829\">https:\/\/doi.org\/10.1177\/14738716211044829<\/a><\/div>\n<\/div>\n<blockquote>\n<p>The ICT revolution has given birth to a world of digital traces. A wide number of knowledge-driven domains like science are daily fueled by unlimited flows of textual contents. In order to navigate across these growing constellations of words, interdisciplinary innovations are emerging at the crossroad between social and computational sciences. In particular, complex systems approaches make it now possible to reconstruct multi-level and multi-scale dynamics of knowledge by means of inheritance networks of elements of knowledge called <i>phylomemies<\/i>. In this article, we will introduce an endogenous way to visualize the multi-level and multi-scale properties of phylomemies. The resulting system will enrich a state-of-the-art tree like representation with the possibility to browse through the evolution of a corpus of documents at different level of observation, to interact with various scales of description, to reconstruct a hierarchical clustering of elements of knowledge and to navigate across complex semantic lineages. We will then formalize a generic macro-to-micro methodology of exploration and implement our system as a free software called the <i>Memiescape<\/i>. Our system will be illustrated by three use cases that will respectively reconstruct the scientific landscape of the top cited publications of the French CNRS, the evolution of the state of the art of <i>knowledge dynamics<\/i> visualization and the ongoing discovery process of Covid-19 vaccines.<\/p>\n<\/blockquote>\n<\/div><\/section><\/p><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-2k2iq0-48265c54f0627b87d015936dcaf02755\">\n.flex_column.av-2k2iq0-48265c54f0627b87d015936dcaf02755{\nborder-radius:0px 0px 0px 0px;\npadding:0px 0px 0px 0px;\n}\n<\/style>\n<div  class='flex_column av-2k2iq0-48265c54f0627b87d015936dcaf02755 av_one_half  avia-builder-el-4  el_after_av_one_half  avia-builder-el-last  flex_column_div av-zero-column-padding  '     ><p><div  class='avia-icon-list-container av-kty8vo28-90d02264b5a25871ef3a369fd1078cb9  avia-builder-el-5  el_before_av_image  avia-builder-el-first '><ul class='avia-icon-list avia_animate_when_almost_visible avia-icon-list-left av-iconlist-big av-kty8vo28-90d02264b5a25871ef3a369fd1078cb9 avia-iconlist-animate'>\n<li><div class='iconlist_icon av-kty8u3hl-4b8302a0af8925fbe2244f93a431f029 avia-font-entypo-fontello avia-iconfont avia-font-entypo-fontello'><span class='av-icon-char' data-av_icon='\ue80b' data-av_iconfont='entypo-fontello' aria-hidden=\"true\"><\/span><\/div><article class=\"article-icon-entry \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/BlogPosting\" itemprop=\"blogPost\" ><div class=\"iconlist_content_wrap\"><header class=\"entry-content-header\" aria-label=\"Icon: Authors\"><h4 class='av_iconlist_title iconlist_title  '  itemprop=\"headline\" >Authors<\/h4><\/header><div class='iconlist_content '  itemprop=\"text\" ><p><span class=\"contribDegrees\">Quentin Lobb\u00e9<\/span>, <span class=\"contribDegrees\"> Alexandre Delano\u00eb<\/span>, <span class=\"contribDegrees\"> David Chavalarias<\/span><\/p>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><div class=\"iconlist-timeline\"><\/div><\/li>\n<li><div class='iconlist_icon av-kty8unq9-0c2e85dee15f07d951dd3af84e851e32 avia-font-entypo-fontello avia-iconfont avia-font-entypo-fontello'><span class='av-icon-char' data-av_icon='\ue84d' data-av_iconfont='entypo-fontello' aria-hidden=\"true\"><\/span><\/div><article class=\"article-icon-entry \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/BlogPosting\" itemprop=\"blogPost\" ><div class=\"iconlist_content_wrap\"><header class=\"entry-content-header\" aria-label=\"Icon: Pre-print of the paper\"><h4 class='av_iconlist_title iconlist_title  '  itemprop=\"headline\" >Pre-print of the paper<\/h4><\/header><div class='iconlist_content '  itemprop=\"text\" ><p>See the<a href=\"https:\/\/hal.archives-ouvertes.fr\/hal-03181233\" target=\"_blank\" rel=\"noopener\"> pre-print of the paper<\/a><\/p>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><div class=\"iconlist-timeline\"><\/div><\/li>\n<li><a href='https:\/\/journals.sagepub.com\/doi\/full\/10.1177\/14738716211044829' title='View on Publisher\u2019s website'  target=\"_blank\"  rel=\"noopener noreferrer\" class='iconlist_icon av-kty8vhr3-59c9a21752d277446345085b05b207f4 avia-font-entypo-fontello avia-iconfont avia-font-entypo-fontello'><span class='av-icon-char' data-av_icon='\ue835' data-av_iconfont='entypo-fontello' aria-hidden=\"true\"><\/span><\/a><article class=\"article-icon-entry \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/BlogPosting\" itemprop=\"blogPost\" ><div class=\"iconlist_content_wrap\"><header class=\"entry-content-header\" aria-label=\"Icon: &lt;a href=&#039;https:\/\/journals.sagepub.com\/doi\/full\/10.1177\/14738716211044829&#039; title=&#039;View on Publisher\u2019s website&#039; target=&quot;_blank&quot;  rel=&quot;noopener noreferrer&quot;&gt;View on Publisher\u2019s website&lt;\/a&gt;\"><h4 class='av_iconlist_title iconlist_title  '  itemprop=\"headline\" ><a href='https:\/\/journals.sagepub.com\/doi\/full\/10.1177\/14738716211044829' title='View on Publisher\u2019s website' target=\"_blank\"  rel=\"noopener noreferrer\">View on Publisher\u2019s website<\/a><\/h4><\/header><div class='iconlist_content '  itemprop=\"text\" ><p>Visit <a href=\"https:\/\/journals-sagepub-com.inshs.bib.cnrs.fr\/doi\/10.1177\/14738716211044829\" target=\"_blank\" rel=\"noopener\">the publisher&#8217;s website<\/a> (restricted access)<\/p>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><div class=\"iconlist-timeline\"><\/div><\/li>\n<\/ul><\/div><br \/>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-kty8vw9i-ed478f8fdaf3d157b1fbaab8d05a4dc5\">\n.avia-image-container.av-kty8vw9i-ed478f8fdaf3d157b1fbaab8d05a4dc5 img.avia_image{\nbox-shadow:none;\n}\n.avia-image-container.av-kty8vw9i-ed478f8fdaf3d157b1fbaab8d05a4dc5 .av-image-caption-overlay-center{\ncolor:#ffffff;\n}\n<\/style>\n<div  class='avia-image-container av-kty8vw9i-ed478f8fdaf3d157b1fbaab8d05a4dc5 av-styling- avia-align-center  avia-builder-el-6  el_after_av_iconlist  avia-builder-el-last '   itemprop=\"image\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\" ><div class=\"avia-image-container-inner\"><div class=\"avia-image-overlay-wrap\"><img decoding=\"async\" fetchpriority=\"high\" class='wp-image-2243 avia-img-lazy-loading-not-2243 avia_image ' src=\"https:\/\/iscpif.fr\/chavalarias\/wp-content\/uploads\/sites\/4\/2021\/09\/phylomemy-3D_1.png\" alt='' title='phylomemy-3D_1'  height=\"1093\" width=\"2312\"  itemprop=\"thumbnailUrl\"  \/><\/div><\/div><\/div><\/p><\/div><\/p>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":9,"featured_media":2238,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[32,17,3],"tags":[],"class_list":["post-2248","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news","category-publication","category-toread"],"_links":{"self":[{"href":"https:\/\/iscpif.fr\/chavalarias\/index.php?rest_route=\/wp\/v2\/posts\/2248","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/iscpif.fr\/chavalarias\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/iscpif.fr\/chavalarias\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/iscpif.fr\/chavalarias\/index.php?rest_route=\/wp\/v2\/users\/9"}],"replies":[{"embeddable":true,"href":"https:\/\/iscpif.fr\/chavalarias\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=2248"}],"version-history":[{"count":4,"href":"https:\/\/iscpif.fr\/chavalarias\/index.php?rest_route=\/wp\/v2\/posts\/2248\/revisions"}],"predecessor-version":[{"id":3326,"href":"https:\/\/iscpif.fr\/chavalarias\/index.php?rest_route=\/wp\/v2\/posts\/2248\/revisions\/3326"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/iscpif.fr\/chavalarias\/index.php?rest_route=\/wp\/v2\/media\/2238"}],"wp:attachment":[{"href":"https:\/\/iscpif.fr\/chavalarias\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2248"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/iscpif.fr\/chavalarias\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2248"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/iscpif.fr\/chavalarias\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2248"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}