{"id":6077,"date":"2020-12-03T06:50:24","date_gmt":"2020-12-03T06:50:24","guid":{"rendered":"https:\/\/dev.wissenschaftliche-integritaet.de\/kommentare\/hinweise-zur-dokumentation-beim-einsatz-computergestuetzter-algorithmischer-oder-datengetriebener-verfahren-in-der-forschung-2\/"},"modified":"2021-06-09T14:20:20","modified_gmt":"2021-06-09T14:20:20","slug":"notes-on-documentation","status":"publish","type":"kommentare","link":"https:\/\/dev.wissenschaftliche-integritaet.de\/en\/comments\/notes-on-documentation\/","title":{"rendered":"Notes on documentation when using computer-assisted algorithmic or data-driven procedures in research"},"content":{"rendered":"\n<p>When using primarily computer-based algorithmic (e.g. tracking methods) or data-driven methods (e.g. machine learning) in research, academic researchers should appropriately document the methods used, their parameterisation, training and verification data sets, if applicable, as well as the research data used for the results presented, and make these accessible if required. This should be embedded in a verifiable research process which is also documented. Publication of the aforementioned documentations is desirable. Insights gained in this way \u2013 just like those gained using conventional methods \u2013 should be classified in a scholarly fashion and (further) reviewed by the academic community.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>A description of the extent of documentation to be expected when using computerised algorithmic or data-driven processes, including tracking processes or machine learning, is provided.<\/p>\n","protected":false},"featured_media":0,"menu_order":0,"template":"","kommentar_cats":[257],"kommentar_tags":[176,191,219,236,238,242,197,201,244,202],"class_list":["post-6077","kommentare","type-kommentare","status-publish","hentry","kommentar_cats-general","kommentar_tags-archiving","kommentar_tags-documentation","kommentar_tags-methods","kommentar_tags-publication","kommentar_tags-quality-assurance","kommentar_tags-replication-reproduction","kommentar_tags-research-data","kommentar_tags-research-software","kommentar_tags-standard-en","kommentar_tags-state-of-research"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Notes on documentation when using computer-assisted algorithmic or data-driven procedures in research - Wissenschaftliche Integrit\u00e4t<\/title>\n<meta name=\"description\" content=\"A description of the extent of documentation to be expected when using computerised algorithmic or data-driven processes, including tracking processes or machine learning.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/dev.wissenschaftliche-integritaet.de\/en\/comments\/notes-on-documentation\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Notes on documentation when using computer-assisted algorithmic or data-driven procedures in research - Wissenschaftliche Integrit\u00e4t\" \/>\n<meta property=\"og:description\" content=\"A description of the extent of documentation to be expected when using computerised algorithmic or data-driven processes, including tracking processes or machine learning.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/dev.wissenschaftliche-integritaet.de\/en\/comments\/notes-on-documentation\/\" \/>\n<meta property=\"og:site_name\" content=\"Wissenschaftliche Integrit\u00e4t\" \/>\n<meta property=\"article:modified_time\" content=\"2021-06-09T14:20:20+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/dev.wissenschaftliche-integritaet.de\/wp-content\/uploads\/2020\/02\/dfg-wissenschaftliche-integritaet-defaultimage.png\" \/>\n\t<meta property=\"og:image:width\" content=\"2324\" \/>\n\t<meta property=\"og:image:height\" content=\"1474\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/dev.wissenschaftliche-integritaet.de\\\/en\\\/comments\\\/notes-on-documentation\\\/\",\"url\":\"https:\\\/\\\/dev.wissenschaftliche-integritaet.de\\\/en\\\/comments\\\/notes-on-documentation\\\/\",\"name\":\"Notes on documentation when using computer-assisted algorithmic or data-driven procedures in research - Wissenschaftliche Integrit\u00e4t\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/dev.wissenschaftliche-integritaet.de\\\/#website\"},\"datePublished\":\"2020-12-03T06:50:24+00:00\",\"dateModified\":\"2021-06-09T14:20:20+00:00\",\"description\":\"A description of the extent of documentation to be expected when using computerised algorithmic or data-driven processes, including tracking processes or machine learning.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/dev.wissenschaftliche-integritaet.de\\\/en\\\/comments\\\/notes-on-documentation\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/dev.wissenschaftliche-integritaet.de\\\/en\\\/comments\\\/notes-on-documentation\\\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/dev.wissenschaftliche-integritaet.de\\\/en\\\/comments\\\/notes-on-documentation\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/dev.wissenschaftliche-integritaet.de\\\/en\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Notes on documentation when using computer-assisted algorithmic or data-driven procedures in research\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/dev.wissenschaftliche-integritaet.de\\\/#website\",\"url\":\"https:\\\/\\\/dev.wissenschaftliche-integritaet.de\\\/\",\"name\":\"Wissenschaftliche Integrit\u00e4t\",\"description\":\"Sicherung guter wissenschaftlicher Praxis\",\"publisher\":{\"@id\":\"https:\\\/\\\/dev.wissenschaftliche-integritaet.de\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/dev.wissenschaftliche-integritaet.de\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/dev.wissenschaftliche-integritaet.de\\\/#organization\",\"name\":\"Deutsche Forschungsgemeinschaft e.V.\",\"url\":\"https:\\\/\\\/dev.wissenschaftliche-integritaet.de\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/dev.wissenschaftliche-integritaet.de\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/dev.wissenschaftliche-integritaet.de\\\/wp-content\\\/uploads\\\/2020\\\/02\\\/GWP-Logo-v20200213@2x.png\",\"contentUrl\":\"https:\\\/\\\/dev.wissenschaftliche-integritaet.de\\\/wp-content\\\/uploads\\\/2020\\\/02\\\/GWP-Logo-v20200213@2x.png\",\"width\":252,\"height\":70,\"caption\":\"Deutsche Forschungsgemeinschaft e.V.\"},\"image\":{\"@id\":\"https:\\\/\\\/dev.wissenschaftliche-integritaet.de\\\/#\\\/schema\\\/logo\\\/image\\\/\"}}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Notes on documentation when using computer-assisted algorithmic or data-driven procedures in research - Wissenschaftliche Integrit\u00e4t","description":"A description of the extent of documentation to be expected when using computerised algorithmic or data-driven processes, including tracking processes or machine learning.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/dev.wissenschaftliche-integritaet.de\/en\/comments\/notes-on-documentation\/","og_locale":"en_US","og_type":"article","og_title":"Notes on documentation when using computer-assisted algorithmic or data-driven procedures in research - Wissenschaftliche Integrit\u00e4t","og_description":"A description of the extent of documentation to be expected when using computerised algorithmic or data-driven processes, including tracking processes or machine learning.","og_url":"https:\/\/dev.wissenschaftliche-integritaet.de\/en\/comments\/notes-on-documentation\/","og_site_name":"Wissenschaftliche Integrit\u00e4t","article_modified_time":"2021-06-09T14:20:20+00:00","og_image":[{"width":2324,"height":1474,"url":"https:\/\/dev.wissenschaftliche-integritaet.de\/wp-content\/uploads\/2020\/02\/dfg-wissenschaftliche-integritaet-defaultimage.png","type":"image\/png"}],"twitter_card":"summary_large_image","twitter_misc":{"Est. reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/dev.wissenschaftliche-integritaet.de\/en\/comments\/notes-on-documentation\/","url":"https:\/\/dev.wissenschaftliche-integritaet.de\/en\/comments\/notes-on-documentation\/","name":"Notes on documentation when using computer-assisted algorithmic or data-driven procedures in research - Wissenschaftliche Integrit\u00e4t","isPartOf":{"@id":"https:\/\/dev.wissenschaftliche-integritaet.de\/#website"},"datePublished":"2020-12-03T06:50:24+00:00","dateModified":"2021-06-09T14:20:20+00:00","description":"A description of the extent of documentation to be expected when using computerised algorithmic or data-driven processes, including tracking processes or machine learning.","breadcrumb":{"@id":"https:\/\/dev.wissenschaftliche-integritaet.de\/en\/comments\/notes-on-documentation\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/dev.wissenschaftliche-integritaet.de\/en\/comments\/notes-on-documentation\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/dev.wissenschaftliche-integritaet.de\/en\/comments\/notes-on-documentation\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/dev.wissenschaftliche-integritaet.de\/en\/"},{"@type":"ListItem","position":2,"name":"Notes on documentation when using computer-assisted algorithmic or data-driven procedures in research"}]},{"@type":"WebSite","@id":"https:\/\/dev.wissenschaftliche-integritaet.de\/#website","url":"https:\/\/dev.wissenschaftliche-integritaet.de\/","name":"Wissenschaftliche Integrit\u00e4t","description":"Sicherung guter wissenschaftlicher Praxis","publisher":{"@id":"https:\/\/dev.wissenschaftliche-integritaet.de\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/dev.wissenschaftliche-integritaet.de\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/dev.wissenschaftliche-integritaet.de\/#organization","name":"Deutsche Forschungsgemeinschaft e.V.","url":"https:\/\/dev.wissenschaftliche-integritaet.de\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/dev.wissenschaftliche-integritaet.de\/#\/schema\/logo\/image\/","url":"https:\/\/dev.wissenschaftliche-integritaet.de\/wp-content\/uploads\/2020\/02\/GWP-Logo-v20200213@2x.png","contentUrl":"https:\/\/dev.wissenschaftliche-integritaet.de\/wp-content\/uploads\/2020\/02\/GWP-Logo-v20200213@2x.png","width":252,"height":70,"caption":"Deutsche Forschungsgemeinschaft e.V."},"image":{"@id":"https:\/\/dev.wissenschaftliche-integritaet.de\/#\/schema\/logo\/image\/"}}]}},"_links":{"self":[{"href":"https:\/\/dev.wissenschaftliche-integritaet.de\/en\/wp-json\/wp\/v2\/kommentare\/6077","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/dev.wissenschaftliche-integritaet.de\/en\/wp-json\/wp\/v2\/kommentare"}],"about":[{"href":"https:\/\/dev.wissenschaftliche-integritaet.de\/en\/wp-json\/wp\/v2\/types\/kommentare"}],"version-history":[{"count":3,"href":"https:\/\/dev.wissenschaftliche-integritaet.de\/en\/wp-json\/wp\/v2\/kommentare\/6077\/revisions"}],"predecessor-version":[{"id":6650,"href":"https:\/\/dev.wissenschaftliche-integritaet.de\/en\/wp-json\/wp\/v2\/kommentare\/6077\/revisions\/6650"}],"wp:attachment":[{"href":"https:\/\/dev.wissenschaftliche-integritaet.de\/en\/wp-json\/wp\/v2\/media?parent=6077"}],"wp:term":[{"taxonomy":"kommentar_cats","embeddable":true,"href":"https:\/\/dev.wissenschaftliche-integritaet.de\/en\/wp-json\/wp\/v2\/kommentar_cats?post=6077"},{"taxonomy":"kommentar_tags","embeddable":true,"href":"https:\/\/dev.wissenschaftliche-integritaet.de\/en\/wp-json\/wp\/v2\/kommentar_tags?post=6077"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}