{"id":3422,"date":"2017-09-02T18:05:29","date_gmt":"2017-09-02T16:05:29","guid":{"rendered":"http:\/\/www.sciencespo.fr\/research\/cogito\/home\/?p=3422"},"modified":"2017-10-13T12:15:39","modified_gmt":"2017-10-13T10:15:39","slug":"quand-le-web-eclaire-la-transformation-des-messages","status":"publish","type":"post","link":"https:\/\/www.sciencespo.fr\/research\/cogito\/home\/quand-le-web-eclaire-la-transformation-des-messages\/?lang=en","title":{"rendered":"When the Internet sheds light on the transformation of messages"},"content":{"rendered":"<p>We know that the transmission of messages between individuals is often imperfect and\/or incomplete. The transformation of a single word or group of words can change the initially intended meaning. A number of researchers are working to deconstruct the dynamics and effects of this phenomenon.<br \/>\nThis is the subject that Sciences Po professor and medialab researcher <a href=\"http:\/\/www.medialab.sciences-po.fr\/fr\/people\/camille-roth\/\">Camille Roth<\/a> and S\u00e9bastien Lerique, a junior researcher at the \u00c9cole des hautes \u00e9tudes en sciences sociales, explored in research they share in \u201c<a href=\"https:\/\/drive.google.com\/file\/d\/0BylHcrZ2vN7oeG9kVFlfVnI5a28\/view\">The Semantic Drift of Quotations in Blogspace: A Case Study in Short-Term Cultural Evolution<\/a>\u201d, which will be published in <i>Cognitive Science.<\/i><\/p>\n<p><strong><b>A new research area: the blogosphere<\/b><\/strong><\/p>\n<p>The study\u2019s originality lies in its use of real situations &#8211; an <i>in vivo<\/i> approach &#8211; in its examination of the transmission of messages in the blogosphere. This type of research usually takes place in a laboratory. Thus, instead of studying \u201cfictional\u201d situations where the information is simply passed from one participant to the next during an experiment organized <i>in vitro<\/i>, the researchers seized an unprecedented opportunity to tackle this issue by processing an immense volume of digital traces.<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"Little Red Riding Hood. From Childhood's Favorites and Fairy Stories, by Various. Domaine public wp-image-2872 size-medium\" title=\"Little Red Riding Hood. From Childhood's Favorites and Fairy Stories, by Various. Domaine public\" src=\"http:\/\/www.sciencespo.fr\/research\/cogito\/wp-content\/uploads\/2017\/09\/Little_Red_Riding_Hood_-_Project_Gutenberg_etext_19993-206x300.jpg\" alt=\"Little Red Riding Hood. From Childhood's Favorites and Fairy Stories, by Various. Domaine public\" width=\"206\" height=\"300\" srcset=\"https:\/\/www.sciencespo.fr\/research\/cogito\/wp-content\/uploads\/2017\/09\/Little_Red_Riding_Hood_-_Project_Gutenberg_etext_19993-206x300.jpg 206w, https:\/\/www.sciencespo.fr\/research\/cogito\/wp-content\/uploads\/2017\/09\/Little_Red_Riding_Hood_-_Project_Gutenberg_etext_19993-100x146.jpg 100w, https:\/\/www.sciencespo.fr\/research\/cogito\/wp-content\/uploads\/2017\/09\/Little_Red_Riding_Hood_-_Project_Gutenberg_etext_19993-34x50.jpg 34w, https:\/\/www.sciencespo.fr\/research\/cogito\/wp-content\/uploads\/2017\/09\/Little_Red_Riding_Hood_-_Project_Gutenberg_etext_19993-51x75.jpg 51w, https:\/\/www.sciencespo.fr\/research\/cogito\/wp-content\/uploads\/2017\/09\/Little_Red_Riding_Hood_-_Project_Gutenberg_etext_19993.jpg 610w\" sizes=\"(max-width: 206px) 100vw, 206px\" \/><\/p>\n<p><b>When diversity converges: the importance of cultural attraction <\/b><i><br \/>\n<\/i><\/p>\n<p>The idea guiding Camille Roth and S\u00e9bastien Lerique was to test the validity of Cultural Attraction Theory (CAT)*, which posits that cultural attractors and preferential reformulation phenomena explain the convergence of content at the collective level despite the more or less faithful reformulation of statements from one individual to the next.<\/p>\n<pre>The adventures of Little Red Riding Hood \r\n\r\nA simple example illustrates this theory: there is no one version of Little Red Riding Hood. This (quasi)-universal fairytale underwent reformulations during its \u201ctravels\u201d. The reformulations varied according to the environment: in a given place, one element of the story might have better survived, while another element became secondary or disappeared; in other places these elements were arranged differently. Notwithstanding the different versions of Little Red Riding Hood, a key element remains: to elicit fear. This element is the cultural attractor, because fascination with fear is shared by all of humanity.<i> <\/i><\/pre>\n<p><strong>Identifying the transformation of messages on the blogosphere: \u00a0methods and results<\/strong><\/p>\n<p>To study this phenomenon, Camille Roth and S\u00e9bastien Lerique chose to explore the transformation of words that are part of quotes reposted by blogs. This choice was primarily made because quotation marks make it easy to identify this type of context via data processing \u201cscripts\u201d. Furthermore, these alterations are necessarily due to human reformulation rather than cut-and-paste.<br \/>\nIn order to describe the change in phrases when they are reused, the authors first developed a series of models enabling a reconstitution of the most likely relationships between the different quotes.<br \/>\nThus, they were able to describe the substitutions and identify the factors influencing them by drawing on standard linguistic variables, such as the age of acquisition of a word, its frequency, its length and the gap between the significance of the original term and that of the substitute term.<\/p>\n<div id=\"attachment_2894\" style=\"width: 310px\" class=\"wp-caption alignright\"><img aria-describedby=\"caption-attachment-2894\" decoding=\"async\" loading=\"lazy\" class=\"Capture \u00e9cran de r\u00e9sultats sur un moteur de recherche. Public Domaine wp-image-2894 size-medium\" title=\"Capture \u00e9cran de r\u00e9sultats sur un moteur de recherche. Public Domaine \" src=\"https:\/\/www.sciencespo.fr\/research\/cogito\/wp-content\/uploads\/2017\/09\/foolish_crazy-300x95.jpg\" alt=\"Capture \u00e9cran de r\u00e9sultats sur un moteur de recherche. Public Domaine \" width=\"300\" height=\"95\" srcset=\"https:\/\/www.sciencespo.fr\/research\/cogito\/wp-content\/uploads\/2017\/09\/foolish_crazy-300x95.jpg 300w, https:\/\/www.sciencespo.fr\/research\/cogito\/wp-content\/uploads\/2017\/09\/foolish_crazy-260x83.jpg 260w, https:\/\/www.sciencespo.fr\/research\/cogito\/wp-content\/uploads\/2017\/09\/foolish_crazy-50x16.jpg 50w, https:\/\/www.sciencespo.fr\/research\/cogito\/wp-content\/uploads\/2017\/09\/foolish_crazy-150x48.jpg 150w, https:\/\/www.sciencespo.fr\/research\/cogito\/wp-content\/uploads\/2017\/09\/foolish_crazy.jpg 753w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><p id=\"caption-attachment-2894\" class=\"wp-caption-text\">Capture results screen on a search engine. Public Domain<\/p><\/div>\n<p><strong>From &#8220;foolish&#8221; to &#8220;crazy&#8221;<\/strong><br \/>\nAn illustrative example of this process is the transformation of the quotation of a verse by a Burmese poet (Saw Wai). The original poem\u2019s verse is: \u201cSenior general Than Shwe is <b>foolish<\/b> with power\u201d, but several blogs quote \u201cSenior general Than Shwe is <b>crazy<\/b> with power\u201d. This case allowed them to make several observations:<\/p>\n<ul>\n<li><span style=\"color: #333333;\">The authors of this transformation were inspired by the original formulation and did not reproduce reformulations made by others: thus, there was an individual dimension. \u00a0<\/span><\/li>\n<li><span style=\"color: #333333;\">The word \u201ccrazy\u201d is used six times more often than &#8220;foolish&#8221; when the verse is quoted: this is convergence<\/span><\/li>\n<li><span style=\"color: #333333;\">\u201ccrazy\u201d and \u201cfoolish\u201d have more or less the same meaning; &#8220;crazy&#8221; is shorter; it is generally learned earlier that foolish (at age 5-6 rather than age 8-9). Cultural attractors can therefore be identified: the replacement of the original word by words with very similar meanings, the preference for shorter words and the dominance of words that are acquired earlier.<\/span><\/li>\n<\/ul>\n<p>This experiment confirmed all aspects of the theory of cultural attractors.<\/p>\n<p><strong>The contribution of data science to the study of transformations<\/strong><\/p>\n<p><strong><br \/>\n<i> <\/i><\/strong><\/p>\n<div id=\"attachment_2875\" style=\"width: 310px\" class=\"wp-caption alignleft\"><img aria-describedby=\"caption-attachment-2875\" decoding=\"async\" loading=\"lazy\" class=\"Data sciences. Cr\u00e9dits : kiwidatascience.com wp-image-2875 size-medium\" title=\"Data sciences. Cr\u00e9dits : kiwidatascience.com\" src=\"https:\/\/www.sciencespo.fr\/research\/cogito\/wp-content\/uploads\/2017\/09\/0-rNapZQnyP5EBLYli-300x294.png\" alt=\"data sciences. Cr\u00e9dits : http:\/\/www.kiwidatascience.com\/\" width=\"300\" height=\"294\" srcset=\"https:\/\/www.sciencespo.fr\/research\/cogito\/wp-content\/uploads\/2017\/09\/0-rNapZQnyP5EBLYli-300x294.png 300w, https:\/\/www.sciencespo.fr\/research\/cogito\/wp-content\/uploads\/2017\/09\/0-rNapZQnyP5EBLYli-149x146.png 149w, https:\/\/www.sciencespo.fr\/research\/cogito\/wp-content\/uploads\/2017\/09\/0-rNapZQnyP5EBLYli-50x50.png 50w, https:\/\/www.sciencespo.fr\/research\/cogito\/wp-content\/uploads\/2017\/09\/0-rNapZQnyP5EBLYli-77x75.png 77w, https:\/\/www.sciencespo.fr\/research\/cogito\/wp-content\/uploads\/2017\/09\/0-rNapZQnyP5EBLYli.png 430w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><p id=\"caption-attachment-2875\" class=\"wp-caption-text\">Data sciences. Copyrights : kiwidatascience<\/p><\/div>\n<p>On the basis of the encouraging results from this first experiment, Camille Roth and S\u00e9bastien Lerique are currently developing a series of experiments to explore more complicated transformations like that of entire segments of a phrase or reformulations of syntax, their mechanisms and their incidence.<\/p>\n<p>More broadly, through this study the researchers demonstrated the feasibility and relevance of data science \u201cexperiments\u201d that use web data. They also showed that it was possible to study phenomena as complex as the relationship between microscopic and macroscopic content development processes; and finally, that is possible to establish a link between psycholinguistics, the study of new media and the field of cultural evolution.<\/p>\n<p>* The theory of cultural attractors was developed by Dan Sperber, an anthropologist, linguist and cognitive science researcher, in his book <i>\u201cExplaining Culture: A Naturalistic Approach\u201d, Wiley-Blackwell, Sept. 1996<\/i><\/p>\n<div class=\"idea_box\"><div class=\"icon\"><i class=\"icon-lamp\"><\/i><\/div><div class=\"desc\">Lerique, S. and Roth, C. (2017), <a href=\"http:\/\/onlinelibrary.wiley.com\/doi\/10.1111\/cogs.12494\/abstract\" target=\"_blank\" rel=\"noopener noreferrer\">The Semantic Drift of Quotations in Blogspace: A Case Study in Short-Term Cultural Evolution<\/a>. Cognitive Sciences<\/div><\/div>\n\n","protected":false},"excerpt":{"rendered":"<p>We know that the transmission of messages between individuals is often imperfect and\/or incomplete. The transformation of a single word or group of words can<span class=\"excerpt-hellip\"> [\u2026]<\/span><\/p>\n","protected":false},"author":3,"featured_media":2873,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[22,33,332,149],"tags":[],"_links":{"self":[{"href":"https:\/\/www.sciencespo.fr\/research\/cogito\/home\/wp-json\/wp\/v2\/posts\/3422\/?lang=en"}],"collection":[{"href":"https:\/\/www.sciencespo.fr\/research\/cogito\/home\/wp-json\/wp\/v2\/posts\/?lang=en"}],"about":[{"href":"https:\/\/www.sciencespo.fr\/research\/cogito\/home\/wp-json\/wp\/v2\/types\/post\/?lang=en"}],"author":[{"embeddable":true,"href":"https:\/\/www.sciencespo.fr\/research\/cogito\/home\/wp-json\/wp\/v2\/users\/3\/?lang=en"}],"replies":[{"embeddable":true,"href":"https:\/\/www.sciencespo.fr\/research\/cogito\/home\/wp-json\/wp\/v2\/comments\/?lang=en&post=3422"}],"version-history":[{"count":3,"href":"https:\/\/www.sciencespo.fr\/research\/cogito\/home\/wp-json\/wp\/v2\/posts\/3422\/revisions\/?lang=en"}],"predecessor-version":[{"id":3425,"href":"https:\/\/www.sciencespo.fr\/research\/cogito\/home\/wp-json\/wp\/v2\/posts\/3422\/revisions\/3425\/?lang=en"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.sciencespo.fr\/research\/cogito\/home\/wp-json\/wp\/v2\/media\/2873\/?lang=en"}],"wp:attachment":[{"href":"https:\/\/www.sciencespo.fr\/research\/cogito\/home\/wp-json\/wp\/v2\/media\/?lang=en&parent=3422"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.sciencespo.fr\/research\/cogito\/home\/wp-json\/wp\/v2\/categories\/?lang=en&post=3422"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.sciencespo.fr\/research\/cogito\/home\/wp-json\/wp\/v2\/tags\/?lang=en&post=3422"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}