{"id":2302,"date":"2021-11-25T08:56:05","date_gmt":"2021-11-25T08:56:05","guid":{"rendered":"https:\/\/iscpif.fr\/chavalarias\/?p=2302"},"modified":"2024-02-06T23:49:01","modified_gmt":"2024-02-06T23:49:01","slug":"exploring-browsing-and-interacting-with-multi-level-and-multi-scale-dynamics-of-knowledge-2","status":"publish","type":"post","link":"https:\/\/iscpif.fr\/chavalarias\/?p=2302","title":{"rendered":"Scientometrics: Draw me science &#8211; Multi-level and multi-scale reconstruction of knowledge dynamics with phylomemies"},"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: 47.252747252747%;'><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\" >Draw me Science<\/h2><div class='avia-caption-content '  itemprop=\"description\" ><p>Multi-level and multi-scale reconstruction of knowledge dynamics with<br \/>\nphylomemies &#8211; 2021<\/p>\n<\/div><\/div><\/div><\/div><\/div><\/div><img decoding=\"async\" fetchpriority=\"high\" class=\"wp-image-2243 avia-img-lazy-loading-not-2243\"  src=\"https:\/\/iscpif.fr\/chavalarias\/wp-content\/uploads\/sites\/4\/2021\/09\/phylomemy-3D_1.png\" width=\"910\" height=\"430\" title='phylomemy-3D_1' 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-2302'><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><section  class='av_textblock_section av-kweq3nln-ee0d27447791d0ac57001b7fe3a59eb7 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/BlogPosting\" itemprop=\"blogPost\" ><div class='avia_textblock'  itemprop=\"text\" ><p><strong>Reference :<\/strong> Chavalarias, D., Lobb\u00e9, Q., Delano\u00eb, A., 2021. Draw me Science: Multi-level and multi-scale reconstruction of knowledge dynamics with phylomemies. Scientometrics. <a href=\"https:\/\/doi.org\/10.1007\/s11192-021-04186-5\">https:\/\/doi.org\/10.1007\/s11192-021-04186-5<\/a><\/p>\n<\/div><\/section><br \/>\n\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-3  el_after_av_textblock  el_before_av_textblock '><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\">\n<div class=\"csl-bib-body\">\n<div class=\"csl-entry\">\n<blockquote>\n<p>In 1751, Jean le Rond d\u2019Alembert had a dream: &#8220;to make a genealogical or encyclopedic tree which will gather the various branches of knowledge together under a single point of view and will serve to indicate their origin and their relationships to one another&#8221;. In this paper, we address the question identifying the branches of science by taking advantage of the massive digitization of scientific production. In the framework of complex systems studies, we first formalize the notion of level and scale of knowledge dynamics. Then, we demonstrate how we can reconstruct a reasonably precise and concise multi-scale and multi-level approximation of the dynamical structures of Science : phylomemies. We introduce the notion of phylomemetic networks projections of phylomemies in low dimensional spaces that can be grasped by the human mind and propose a new algorithm to reconstruct both phylomemies and the associated phylomemetic networks. This algorithm offers, passing, a new temporal clustering on evolving semantic networks. Last, we show how phylomemy reconstruction can take into account users\u2019 preferences within the framework of embodied cognition, thus defining a third way between the quest for objective &#8220;ground truth&#8221; and the ad-hoc adaptation to a particular user&#8217;s preferences. The robustness of this approach is illustrated by several case studies.<\/p>\n<\/blockquote>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\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-5  el_after_av_one_half  el_before_av_one_full  flex_column_div av-zero-column-padding  '     ><div  class='avia-icon-list-container av-kty8vo28-90d02264b5a25871ef3a369fd1078cb9  avia-builder-el-6  avia-builder-el-no-sibling '><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\">David Chavalarias, Quentin Lobb\u00e9<\/span>, <span class=\"contribDegrees\"> Alexandre Delano\u00eb<\/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 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website<\/a><\/h4><\/header><div class='iconlist_content '  itemprop=\"text\" ><ul>\n<li><a href=\"https:\/\/rdcu.be\/cBLEA\" target=\"_blank\" rel=\"noopener\">Free online reading<\/a> (on publisher website)<\/li>\n<li><a href=\"https:\/\/link.springer.com\/article\/10.1007%2Fs11192-021-04186-5\">Full paper with SI<\/a> on Springer (restricted access)<\/li>\n<\/ul>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><div class=\"iconlist-timeline\"><\/div><\/li>\n<li><div class='iconlist_icon av-kwepwg35-8aef12288b7b6102193ec08b148318d2 avia-font-entypo-fontello avia-iconfont avia-font-entypo-fontello'><span class='av-icon-char' data-av_icon='\ue818' 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: Supporting 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