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            "note": "<p>S.95 Abbildung&nbsp;&nbsp; &nbsp;3&nbsp;&nbsp; &nbsp;–&nbsp;&nbsp; &nbsp;Skript-Analyse-Dimensionen&nbsp;&nbsp; &nbsp;(Erweiterung&nbsp;&nbsp; &nbsp;und&nbsp;&nbsp; &nbsp;Spezifizierung&nbsp;&nbsp; &nbsp;der&nbsp;&nbsp; &nbsp;Skriptanalyse)&nbsp;&nbsp; &nbsp;<br /><img 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            "note": "<p>S.93 Ullman beschreibt wie selbst die Programmierer über die Jahre nicht über das Konstrukt des Codes den Überblöick behalten können</p>\n<p>“I&nbsp;&nbsp; &nbsp;learned&nbsp;&nbsp; &nbsp;from&nbsp;&nbsp; &nbsp;the&nbsp;&nbsp; &nbsp;beginning&nbsp;&nbsp; &nbsp;what&nbsp;&nbsp; &nbsp;a&nbsp;&nbsp; &nbsp;hard&nbsp;&nbsp; &nbsp;time&nbsp;&nbsp; &nbsp;we&nbsp;&nbsp; &nbsp;programmers&nbsp;&nbsp; &nbsp;have&nbsp;&nbsp; &nbsp;in&nbsp;&nbsp; &nbsp;maintaining&nbsp;&nbsp; &nbsp;our&nbsp;&nbsp; &nbsp;own&nbsp;&nbsp; &nbsp;<br />code,&nbsp;&nbsp; &nbsp;let&nbsp;&nbsp; &nbsp;alone&nbsp;&nbsp; &nbsp;understanding&nbsp;&nbsp; &nbsp;programs&nbsp;&nbsp; &nbsp;written&nbsp;&nbsp; &nbsp;and&nbsp;&nbsp; &nbsp;modified&nbsp;&nbsp; &nbsp;over&nbsp;&nbsp; &nbsp;years&nbsp;&nbsp; &nbsp;by&nbsp;&nbsp; &nbsp;untold&nbsp;&nbsp; &nbsp;numbers&nbsp;&nbsp; &nbsp;of&nbsp;&nbsp; &nbsp;<br />other&nbsp;&nbsp; &nbsp;programmers.&nbsp;&nbsp; &nbsp;Programmers&nbsp;&nbsp; &nbsp;come&nbsp;&nbsp; &nbsp;and&nbsp;&nbsp; &nbsp;go;&nbsp;&nbsp; &nbsp;the&nbsp;&nbsp; &nbsp;core&nbsp;&nbsp; &nbsp;group&nbsp;&nbsp; &nbsp;that&nbsp;&nbsp; &nbsp;once&nbsp;&nbsp; &nbsp;understood&nbsp;&nbsp; &nbsp;the&nbsp;&nbsp; &nbsp;is-<br />sues&nbsp;&nbsp; &nbsp;has&nbsp;&nbsp; &nbsp;written&nbsp;&nbsp; &nbsp;its&nbsp;&nbsp; &nbsp;code&nbsp;&nbsp; &nbsp;and&nbsp;&nbsp; &nbsp;moved&nbsp;&nbsp; &nbsp;on;&nbsp;&nbsp; &nbsp;new&nbsp;&nbsp; &nbsp;programmers&nbsp;&nbsp; &nbsp;have&nbsp;&nbsp; &nbsp;come,&nbsp;&nbsp; &nbsp;left&nbsp;&nbsp; &nbsp;their&nbsp;&nbsp; &nbsp;bit&nbsp;&nbsp; &nbsp;of&nbsp;&nbsp; &nbsp;under-<br />standing&nbsp;&nbsp; &nbsp;in&nbsp;&nbsp; &nbsp;the&nbsp;&nbsp; &nbsp;code&nbsp;&nbsp; &nbsp;and&nbsp;&nbsp; &nbsp;moved&nbsp;&nbsp; &nbsp;on&nbsp;&nbsp; &nbsp;in&nbsp;&nbsp; &nbsp;turn.&nbsp;&nbsp; &nbsp;Eventually,&nbsp;&nbsp; &nbsp;no&nbsp;&nbsp; &nbsp;one&nbsp;&nbsp; &nbsp;individual&nbsp;&nbsp; &nbsp;or&nbsp;&nbsp; &nbsp;group&nbsp;&nbsp; &nbsp;knows&nbsp;&nbsp; &nbsp;the&nbsp;&nbsp; &nbsp;<br />full&nbsp;&nbsp; &nbsp;range&nbsp;&nbsp; &nbsp;of&nbsp;&nbsp; &nbsp;the&nbsp;&nbsp; &nbsp;problem&nbsp;&nbsp; &nbsp;behind&nbsp;&nbsp; &nbsp;the&nbsp;&nbsp; &nbsp;program,&nbsp;&nbsp; &nbsp;the&nbsp;&nbsp; &nbsp;solutions&nbsp;&nbsp; &nbsp;we&nbsp;&nbsp; &nbsp;chose,&nbsp;&nbsp; &nbsp;the&nbsp;&nbsp; &nbsp;ones&nbsp;&nbsp; &nbsp;we&nbsp;&nbsp; &nbsp;rejected&nbsp;&nbsp; &nbsp;<br />and&nbsp;&nbsp; &nbsp;why.&nbsp;&nbsp; &nbsp;Over&nbsp;&nbsp; &nbsp;time,&nbsp;&nbsp; &nbsp;the&nbsp;&nbsp; &nbsp;only&nbsp;&nbsp; &nbsp;representation&nbsp;&nbsp; &nbsp;of&nbsp;&nbsp; &nbsp;the&nbsp;&nbsp; &nbsp;original&nbsp;&nbsp; &nbsp;knowledge&nbsp;&nbsp; &nbsp;becomes&nbsp;&nbsp; &nbsp;the&nbsp;&nbsp; &nbsp;code&nbsp;&nbsp; &nbsp;it-<br />self,&nbsp;&nbsp; &nbsp;which&nbsp;&nbsp; &nbsp;by&nbsp;&nbsp; &nbsp;now&nbsp;&nbsp; &nbsp;is&nbsp;&nbsp; &nbsp;something&nbsp;&nbsp; &nbsp;we&nbsp;&nbsp; &nbsp;can&nbsp;&nbsp; &nbsp;run&nbsp;&nbsp; &nbsp;but&nbsp;&nbsp; &nbsp;not&nbsp;&nbsp; &nbsp;exactly&nbsp;&nbsp; &nbsp;understand.&nbsp;&nbsp; &nbsp;It&nbsp;&nbsp; &nbsp;has&nbsp;&nbsp; &nbsp;become&nbsp;&nbsp; &nbsp;a&nbsp;&nbsp; &nbsp;process,&nbsp;&nbsp; &nbsp;something&nbsp;&nbsp; &nbsp;we&nbsp;&nbsp; &nbsp;can&nbsp;&nbsp; &nbsp;operate&nbsp;&nbsp; &nbsp;but&nbsp;&nbsp; &nbsp;no&nbsp;&nbsp; &nbsp;longer&nbsp;&nbsp; &nbsp;rethink&nbsp;&nbsp; &nbsp;deeply.&nbsp;&nbsp; &nbsp;Even&nbsp;&nbsp; &nbsp;if&nbsp;&nbsp; &nbsp;you&nbsp;&nbsp; &nbsp;have&nbsp;&nbsp; &nbsp;the&nbsp;&nbsp; &nbsp;source&nbsp;&nbsp; &nbsp;code&nbsp;&nbsp; &nbsp; in&nbsp;&nbsp; &nbsp;front&nbsp;&nbsp; &nbsp;of&nbsp;&nbsp; &nbsp;you,&nbsp;&nbsp; &nbsp;there&nbsp;&nbsp; &nbsp;are&nbsp;&nbsp; &nbsp;limits&nbsp;&nbsp; &nbsp;to&nbsp;&nbsp; &nbsp;what&nbsp;&nbsp; &nbsp;a&nbsp;&nbsp; &nbsp;human&nbsp;&nbsp; &nbsp;reader&nbsp;&nbsp; &nbsp;can&nbsp;&nbsp; &nbsp;absorb&nbsp;&nbsp; &nbsp;from&nbsp;&nbsp; &nbsp;thousands&nbsp;&nbsp; &nbsp;of&nbsp;&nbsp; &nbsp;lines&nbsp;&nbsp; &nbsp;of&nbsp;&nbsp;&nbsp; text&nbsp;&nbsp; &nbsp;designed&nbsp;&nbsp; &nbsp;primarily&nbsp;&nbsp; &nbsp;to&nbsp;&nbsp; &nbsp;function,&nbsp;&nbsp; &nbsp;not&nbsp;&nbsp; &nbsp;to&nbsp;&nbsp; &nbsp;convey&nbsp;&nbsp; &nbsp;meaning.”&nbsp;&nbsp; &nbsp;(Ullman&nbsp;&nbsp; &nbsp;1997,&nbsp;&nbsp; &nbsp;nicht&nbsp;&nbsp; &nbsp;paginiert)&nbsp;&nbsp; &nbsp;<br /><br /></p>",
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            "note": "<p>S.92 Zitate zur Opakheit computerbasierter</p>",
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            "note": "<p>S.91 Introna und Wood (2004) über die Intransparenz&nbsp;&nbsp;&nbsp; algorithmischer Überwachung:&nbsp;</p>\n<p>Introna,&nbsp;&nbsp; &nbsp;Lucas&nbsp;&nbsp; &nbsp;D.&nbsp;&nbsp; &nbsp;und&nbsp;&nbsp; &nbsp;David&nbsp;&nbsp; &nbsp;Wood.&nbsp;&nbsp; &nbsp;2004.&nbsp;&nbsp; &nbsp;„Picturing&nbsp;&nbsp; &nbsp;algorithmic&nbsp;&nbsp; &nbsp;surveillance:&nbsp;&nbsp; &nbsp;the&nbsp;&nbsp; &nbsp;politics&nbsp;&nbsp; &nbsp;of&nbsp;&nbsp; &nbsp;<br />facial&nbsp;&nbsp; &nbsp;recognition&nbsp;&nbsp; &nbsp;systems.“&nbsp;&nbsp; &nbsp;Surveillance&nbsp;&nbsp; &nbsp;&amp;&nbsp;&nbsp; &nbsp;Society&nbsp;&nbsp; &nbsp;2(2/3):177–98.&nbsp;&nbsp; &nbsp;<br /><br />&nbsp;&nbsp; </p>\n<p>a) Salient technology<br />“Having&nbsp;&nbsp; &nbsp;argued&nbsp;&nbsp; &nbsp;that&nbsp;&nbsp; &nbsp;technology&nbsp;&nbsp; &nbsp;is&nbsp;&nbsp; &nbsp;political&nbsp;&nbsp; &nbsp;[...]&nbsp;&nbsp; &nbsp;we&nbsp;&nbsp; &nbsp;now&nbsp;&nbsp; &nbsp;want&nbsp;&nbsp; &nbsp;to&nbsp;&nbsp; &nbsp;claim&nbsp;&nbsp; &nbsp;that&nbsp;&nbsp; <span style=\"background-color: #ffff00;\">&nbsp;the&nbsp;&nbsp; &nbsp;politics&nbsp;&nbsp; &nbsp;of&nbsp;&nbsp; &nbsp;infor-</span><br /><span style=\"background-color: #ffff00;\">mation&nbsp;&nbsp; &nbsp;technology&nbsp;&nbsp; &nbsp;(in&nbsp;&nbsp; &nbsp;the&nbsp;&nbsp; &nbsp;form&nbsp;&nbsp; &nbsp;of&nbsp;&nbsp; &nbsp;software&nbsp;&nbsp; &nbsp;algorithms)&nbsp;&nbsp; &nbsp;is,&nbsp;&nbsp; &nbsp;in&nbsp;&nbsp; &nbsp;a&nbsp;&nbsp; &nbsp;sense,&nbsp;&nbsp; &nbsp;of&nbsp;&nbsp; &nbsp;a&nbsp;&nbsp; &nbsp;different&nbsp;&nbsp; &nbsp;order&nbsp;&nbsp;</span> &nbsp;(Graham&nbsp;&nbsp; &nbsp;and&nbsp;&nbsp; &nbsp;Wood,&nbsp;&nbsp; &nbsp;2003)107.&nbsp;&nbsp; &nbsp;We&nbsp;&nbsp; &nbsp;want&nbsp;&nbsp; &nbsp;to&nbsp;&nbsp; &nbsp;contend&nbsp;&nbsp; &nbsp;that&nbsp;&nbsp; &nbsp;scrutinising&nbsp;&nbsp; &nbsp;information&nbsp;&nbsp; &nbsp;technology&nbsp;&nbsp; &nbsp;is&nbsp;&nbsp; &nbsp;particularly&nbsp;&nbsp; &nbsp;problematic&nbsp;&nbsp; &nbsp;<span style=\"background-color: #ffff00;\">since&nbsp;&nbsp; &nbsp;information&nbsp;&nbsp; &nbsp;technology,&nbsp;&nbsp; &nbsp;in&nbsp;&nbsp; &nbsp;particular&nbsp;&nbsp; &nbsp;algorithms,&nbsp;&nbsp; &nbsp;is&nbsp;&nbsp; &nbsp;what&nbsp;&nbsp; &nbsp;we&nbsp;&nbsp; &nbsp;would&nbsp;&nbsp; &nbsp;</span><br /><span style=\"background-color: #ffff00;\">term&nbsp;&nbsp; &nbsp; a&nbsp;&nbsp; &nbsp; silent&nbsp;&nbsp; &nbsp; technology&nbsp;&nbsp; &nbsp; as&nbsp;&nbsp; &nbsp; opposed&nbsp;&nbsp; &nbsp; to&nbsp;&nbsp; &nbsp; a&nbsp;&nbsp; &nbsp; salient&nbsp;&nbsp; &nbsp; technology&nbsp;&nbsp; &nbsp; (Introna,&nbsp;&nbsp; &nbsp; 1998) 108.&nbsp;&nbsp; &nbsp; [...]&nbsp;</span>&nbsp; &nbsp; Facial&nbsp;&nbsp; <br />recognition&nbsp;&nbsp; &nbsp; algorithms&nbsp;&nbsp; &nbsp; in&nbsp;&nbsp; &nbsp; ‘smart’&nbsp;&nbsp; &nbsp; CCTV&nbsp;&nbsp; &nbsp; is&nbsp;&nbsp; &nbsp; a&nbsp;&nbsp; &nbsp; particularly&nbsp;&nbsp; &nbsp; good&nbsp;&nbsp; &nbsp; example&nbsp;&nbsp; &nbsp; of&nbsp;&nbsp; &nbsp; a&nbsp;&nbsp; &nbsp; silent&nbsp;&nbsp; &nbsp; technology.&nbsp;&nbsp;</p>\n<p>The&nbsp;&nbsp; &nbsp;facial&nbsp;&nbsp; &nbsp;recognition&nbsp;&nbsp; &nbsp;capability&nbsp;&nbsp; &nbsp;can&nbsp;&nbsp; &nbsp;be&nbsp;&nbsp; &nbsp;imbedded&nbsp;&nbsp; &nbsp;into&nbsp;&nbsp; &nbsp;existing&nbsp;&nbsp; &nbsp;CCTV&nbsp;&nbsp; &nbsp;networks,&nbsp;&nbsp; &nbsp;making&nbsp;&nbsp; &nbsp;its&nbsp;&nbsp; &nbsp;operation&nbsp;&nbsp; &nbsp;impossible&nbsp;&nbsp; &nbsp;to&nbsp;&nbsp; &nbsp;detect.&nbsp;&nbsp; &nbsp;Furthermore,&nbsp;&nbsp; &nbsp;it&nbsp;&nbsp; &nbsp;is&nbsp;&nbsp; &nbsp;entirely&nbsp;&nbsp; &nbsp;passive&nbsp;&nbsp; &nbsp;in&nbsp;&nbsp; &nbsp;its&nbsp;&nbsp; &nbsp;operation.&nbsp;&nbsp; &nbsp;It&nbsp;&nbsp; &nbsp;requires&nbsp;&nbsp; &nbsp;no&nbsp;&nbsp; &nbsp;participation&nbsp;&nbsp; &nbsp;or&nbsp;&nbsp; &nbsp;consent&nbsp;&nbsp; &nbsp;from&nbsp;&nbsp; &nbsp;its&nbsp;&nbsp; &nbsp;targets&nbsp;&nbsp; &nbsp;–&nbsp;&nbsp; &nbsp;it&nbsp;&nbsp; &nbsp;is&nbsp;&nbsp; &nbsp;‘non-intrusive,&nbsp;&nbsp; &nbsp;contact-free&nbsp;&nbsp; &nbsp;process’&nbsp;&nbsp; &nbsp;(Woodward&nbsp;&nbsp; &nbsp;et&nbsp;&nbsp; &nbsp;al.,&nbsp;&nbsp; &nbsp;2003:&nbsp;&nbsp; &nbsp;7)109.&nbsp;&nbsp; &nbsp;Its&nbsp;&nbsp; &nbsp;application&nbsp;&nbsp; &nbsp;is&nbsp;&nbsp; &nbsp;flexible.”&nbsp;&nbsp; &nbsp;(ebd.:182f,&nbsp;&nbsp; &nbsp;Hervorhebungen&nbsp;&nbsp; &nbsp;i.&nbsp;&nbsp; &nbsp;O.)&nbsp;&nbsp; &nbsp;<br />&nbsp;</p>\n<p>b) obscurity of operation (vgl. auch Chun)</p>\n<p>“However,&nbsp;&nbsp; &nbsp; most&nbsp;&nbsp; &nbsp; important&nbsp;&nbsp; &nbsp; is&nbsp;&nbsp; &nbsp; the&nbsp;&nbsp; &nbsp; obscurity&nbsp;&nbsp; &nbsp; of&nbsp;&nbsp; &nbsp; its&nbsp;&nbsp; &nbsp; operation.&nbsp;&nbsp; &nbsp; This&nbsp;&nbsp; &nbsp; obscurity&nbsp;&nbsp; &nbsp; is&nbsp;&nbsp; &nbsp; due&nbsp;&nbsp; &nbsp; to&nbsp;&nbsp; &nbsp; two&nbsp;&nbsp; &nbsp; factors.&nbsp;&nbsp; &nbsp;First,&nbsp;&nbsp; &nbsp;most&nbsp;&nbsp; &nbsp;of&nbsp;&nbsp; &nbsp;the&nbsp;&nbsp; &nbsp;software&nbsp;&nbsp; &nbsp;algorithms&nbsp;&nbsp; &nbsp;at&nbsp;&nbsp; &nbsp;the&nbsp;&nbsp; &nbsp;heart&nbsp;&nbsp; &nbsp;of&nbsp;&nbsp; &nbsp;facial&nbsp;&nbsp; &nbsp;recognition&nbsp;&nbsp; &nbsp;systems&nbsp;&nbsp; &nbsp;are&nbsp;&nbsp; &nbsp;pro-<br />priety&nbsp;&nbsp; &nbsp;software&nbsp;&nbsp; &nbsp;objects.&nbsp;&nbsp; &nbsp;Thus,&nbsp;&nbsp; &nbsp;it&nbsp;&nbsp; &nbsp;is&nbsp;&nbsp; &nbsp;very&nbsp;&nbsp; &nbsp;difficult&nbsp;&nbsp; &nbsp;to&nbsp;&nbsp; &nbsp;get&nbsp;&nbsp; &nbsp;access&nbsp;&nbsp; &nbsp;to&nbsp;&nbsp; &nbsp;them&nbsp;&nbsp; &nbsp;for&nbsp;&nbsp; &nbsp;inspection&nbsp;&nbsp; &nbsp;and&nbsp;&nbsp; &nbsp;scruti-<br />ny.&nbsp;&nbsp; &nbsp; More&nbsp;&nbsp; &nbsp; specifically,&nbsp;&nbsp; &nbsp; even&nbsp;&nbsp; &nbsp; if&nbsp;&nbsp; &nbsp; you&nbsp;&nbsp; &nbsp; can&nbsp;&nbsp; &nbsp; go&nbsp;&nbsp; &nbsp; through&nbsp;&nbsp; &nbsp; the&nbsp;&nbsp; &nbsp; code&nbsp;&nbsp; &nbsp; line&nbsp;&nbsp; &nbsp; by&nbsp;&nbsp; &nbsp; line,&nbsp;&nbsp; &nbsp; it&nbsp;&nbsp; &nbsp; is&nbsp;&nbsp; &nbsp; impossible&nbsp;&nbsp; &nbsp; to&nbsp;&nbsp; &nbsp; inspect&nbsp;&nbsp; &nbsp;that&nbsp;&nbsp; &nbsp;code&nbsp;&nbsp; &nbsp;in&nbsp;&nbsp; &nbsp;operation,&nbsp;&nbsp; &nbsp;as&nbsp;&nbsp; &nbsp;it&nbsp;&nbsp; &nbsp;becomes&nbsp;&nbsp; &nbsp;implemented&nbsp;&nbsp; &nbsp;through&nbsp;&nbsp; &nbsp;multiple&nbsp;&nbsp; &nbsp;layers&nbsp;&nbsp; &nbsp;of&nbsp;&nbsp; &nbsp;translation&nbsp;&nbsp; for&nbsp;&nbsp; &nbsp; its&nbsp;&nbsp; &nbsp; execution.&nbsp;&nbsp; &nbsp; [...]&nbsp;&nbsp; &nbsp; Thus,&nbsp;&nbsp; &nbsp; it&nbsp;&nbsp; &nbsp; is&nbsp;&nbsp; &nbsp; virtually&nbsp;&nbsp; &nbsp; impossible&nbsp;&nbsp; &nbsp; to&nbsp;&nbsp; &nbsp; know&nbsp;&nbsp; &nbsp; if&nbsp;&nbsp; &nbsp; the&nbsp;&nbsp; &nbsp; code&nbsp;&nbsp; &nbsp; you&nbsp;&nbsp; &nbsp; inspected&nbsp;&nbsp; &nbsp; is&nbsp;&nbsp; &nbsp; the&nbsp;&nbsp; code&nbsp;&nbsp; &nbsp;being&nbsp;&nbsp; &nbsp;executed,&nbsp;&nbsp; &nbsp;when&nbsp;&nbsp; &nbsp;executed.&nbsp;&nbsp; &nbsp;In&nbsp;&nbsp; &nbsp;short,&nbsp;&nbsp; &nbsp;software&nbsp;&nbsp; &nbsp;algorithms&nbsp;&nbsp; &nbsp;are&nbsp;&nbsp; &nbsp;operationally&nbsp;&nbsp; &nbsp;obscure.</p>\n<p>Second,&nbsp;&nbsp; &nbsp;most&nbsp;&nbsp; &nbsp;of&nbsp;&nbsp; &nbsp;the&nbsp;&nbsp; &nbsp;algorithms&nbsp;&nbsp; &nbsp;in&nbsp;&nbsp; &nbsp;facial&nbsp;&nbsp; &nbsp;recognition&nbsp;&nbsp; &nbsp;are&nbsp;&nbsp; &nbsp;based&nbsp;&nbsp; &nbsp;on&nbsp;&nbsp; &nbsp;very&nbsp;&nbsp; &nbsp;sophisticated&nbsp;&nbsp; &nbsp;statistical methods&nbsp;&nbsp; &nbsp; that&nbsp;&nbsp; &nbsp; only&nbsp;&nbsp; &nbsp; a&nbsp;&nbsp; &nbsp; handful&nbsp;&nbsp; &nbsp; of&nbsp;&nbsp; &nbsp; experts&nbsp;&nbsp; &nbsp; can&nbsp;&nbsp; &nbsp; interpret&nbsp;&nbsp; &nbsp; and&nbsp;&nbsp; &nbsp; understand.&nbsp;&nbsp; &nbsp; Indeed&nbsp;&nbsp; &nbsp; it&nbsp;&nbsp; &nbsp; seems&nbsp;&nbsp; &nbsp; that even&nbsp;&nbsp; &nbsp; they&nbsp;&nbsp; &nbsp; have&nbsp;&nbsp; &nbsp; been&nbsp;&nbsp; &nbsp; surprised&nbsp;&nbsp; &nbsp; by&nbsp;&nbsp; &nbsp; the&nbsp;&nbsp; &nbsp; behaviour&nbsp;&nbsp; &nbsp; of&nbsp;&nbsp; &nbsp; their&nbsp;&nbsp; &nbsp; algorithms&nbsp;&nbsp; &nbsp; (Philips&nbsp;&nbsp; &nbsp; et&nbsp;&nbsp; &nbsp; al.,&nbsp;&nbsp; &nbsp; 2003)110.”&nbsp;&nbsp;&nbsp; (ebd.:183,&nbsp;&nbsp; &nbsp;Hervorhebungen&nbsp;&nbsp; &nbsp;i.&nbsp;&nbsp; &nbsp;O.)&nbsp;&nbsp; &nbsp;<br /><br /></p>",
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                    "tag": "algorithmen"
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                    "tag": "interaktive komplexität"
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