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<p></p> <table class="diff diff-contentalign-left" data-mw="interface"> <col class='diff-marker' /> <col class='diff-content' /> <col class='diff-marker' /> <col class='diff-content' /> <tr style='vertical-align: top;' lang='en'> <td colspan='2' style="background-color: white; color:black; text-align: center;">← Older revision</td> <td colspan='2' style="background-color: white; color:black; text-align: center;">Revision as of 18:45, 28 January 2021</td> </tr><tr><td colspan="2" class="diff-lineno" id="mw-diff-left-l7" >Line 7:</td> <td colspan="2" class="diff-lineno">Line 7:</td></tr> <tr><td class='diff-marker'>&#160;</td><td style="background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;"></td><td class='diff-marker'>&#160;</td><td style="background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;"></td></tr> <tr><td class='diff-marker'>&#160;</td><td style="background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;"><div>== Full document ==</div></td><td class='diff-marker'>&#160;</td><td style="background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;"><div>== Full document ==</div></td></tr> <tr><td class='diff-marker'>−</td><td style="color:black; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div>&lt;pdf&gt;Media:<del class="diffchange diffchange-inline">Draft_Content_491577221</del>-<del class="diffchange diffchange-inline">beopen822</del>-<del class="diffchange diffchange-inline">9436</del>-document.pdf&lt;/pdf&gt;</div></td><td class='diff-marker'>+</td><td style="color:black; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div>&lt;pdf&gt;Media:<ins class="diffchange diffchange-inline">Kostakos_et_al_2017a</ins>-<ins class="diffchange diffchange-inline">beopen823</ins>-<ins class="diffchange diffchange-inline">9768</ins>-document.pdf&lt;/pdf&gt;</div></td></tr> <tr><td class='diff-marker'>&#160;</td><td style="background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;"></td><td class='diff-marker'>&#160;</td><td style="background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;"></td></tr> <tr><td class='diff-marker'>&#160;</td><td style="background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;"></td><td class='diff-marker'>&#160;</td><td style="background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;"></td></tr> <!-- diff cache key mw_drafts_scipedia-sc_mwd_:diff:version:1.11a:oldid:193158:newid:193161 --> </table>

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<p>Created page with &quot; == Abstract == Appropriate task routing and assignment is an important, but often overlooked, element in crowdsourcing research and practice. In this paper, we explore and...&quot;</p> <p><b>New page</b></p><div><br /> == Abstract ==<br /> <br /> Appropriate task routing and assignment is an important, but often overlooked, element in crowdsourcing research and practice. In this paper, we explore and evaluate a mechanism that can enable matching crowdsourcing tasks to suitable crowd-workers based on their cognitive abilities. We measure participants’ visual and fluency cognitive abilities with the well-established Kit of Factor-Referenced Cognitive Test, and measure crowdsourcing performance with our own set of developed tasks. Our results indicate that participants’ cognitive abilities correlate well with their crowdsourcing performance. We also built two predictive models (beta and linear regression) for crowdsourcing task performance based on the performance on cognitive tests as explanatory variables. The model results suggest that it is feasible to predict crowdsourcing performance based on cognitive abilities. Finally, we discuss the benefits and challenges of leveraging workers’ cognitive abilities to improve task routing and assignment in crowdsourcing environments.<br /> <br /> Document type: Conference object<br /> <br /> == Full document ==<br /> &lt;pdf&gt;Media:Draft_Content_491577221-beopen822-9436-document.pdf&lt;/pdf&gt;<br /> <br /> <br /> == Original document ==<br /> <br /> The different versions of the original document can be found in:<br /> <br /> * [http://dx.doi.org/10.1145/3041021.3055128 http://dx.doi.org/10.1145/3041021.3055128] under the license https://creativecommons.org/licenses/by<br /> <br /> * [http://dx.doi.org/10.5167/uzh-144125 http://dx.doi.org/10.5167/uzh-144125] under the license http://www.acm.org/publications/policies/copyright_policy#Background<br /> <br /> * [http://urn.fi/urn:nbn:fi-fe2018052524635 http://urn.fi/urn:nbn:fi-fe2018052524635]<br /> <br /> * [https://www.zora.uzh.ch/id/eprint/144125/1/WebS0163-goncalves.pdf https://www.zora.uzh.ch/id/eprint/144125/1/WebS0163-goncalves.pdf]<br /> <br /> * [https://www.zora.uzh.ch/id/eprint/144125/1/WebS0163-goncalves.pdf https://www.zora.uzh.ch/id/eprint/144125/1/WebS0163-goncalves.pdf] under the license cc-by<br /> <br /> * [http://dl.acm.org/ft_gateway.cfm?id=3055128&amp;ftid=1865375&amp;dwn=1 http://dl.acm.org/ft_gateway.cfm?id=3055128&amp;ftid=1865375&amp;dwn=1],<br /> : [http://dx.doi.org/10.1145/3041021.3055128 http://dx.doi.org/10.1145/3041021.3055128] under the license http://creativecommons.org/licenses/by/4.0/<br /> <br /> * [https://people.eng.unimelb.edu.au/vkostakos/files/papers/www17.pdf https://people.eng.unimelb.edu.au/vkostakos/files/papers/www17.pdf],<br /> : [https://www.zora.uzh.ch/id/eprint/144125/1/WebS0163-goncalves.pdf https://www.zora.uzh.ch/id/eprint/144125/1/WebS0163-goncalves.pdf],<br /> : [http://jultika.oulu.fi/files/nbnfi-fe2018052524635.pdf http://jultika.oulu.fi/files/nbnfi-fe2018052524635.pdf],<br /> : [https://dl.acm.org/citation.cfm?doid=3041021.3055128 https://dl.acm.org/citation.cfm?doid=3041021.3055128],<br /> : [https://core.ac.uk/display/154256116 https://core.ac.uk/display/154256116],<br /> : [https://findanexpert.unimelb.edu.au/scholarlywork/1201956-task-routing-and-assignment-in-crowdsourcing-based-on-cognitive-abilities https://findanexpert.unimelb.edu.au/scholarlywork/1201956-task-routing-and-assignment-in-crowdsourcing-based-on-cognitive-abilities],<br /> : [https://doi.acm.org/10.1145/3041021.3055128 https://doi.acm.org/10.1145/3041021.3055128],<br /> : [http://jultika.oulu.fi/Record/nbnfi-fe2018052524635 http://jultika.oulu.fi/Record/nbnfi-fe2018052524635],<br /> : [https://doi.org/10.1145/3041021.3055128 https://doi.org/10.1145/3041021.3055128],<br /> : [https://dl.acm.org/citation.cfm?id=3055128 https://dl.acm.org/citation.cfm?id=3055128],<br /> : [https://people.eng.unimelb.edu.au/vkostakos/publications.php?key=RN11995 https://people.eng.unimelb.edu.au/vkostakos/publications.php?key=RN11995],<br /> : [http://dblp.uni-trier.de/db/conf/www/www2017c.html#GoncalvesFHKB17 http://dblp.uni-trier.de/db/conf/www/www2017c.html#GoncalvesFHKB17],<br /> : [https://academic.microsoft.com/#/detail/2613162388 https://academic.microsoft.com/#/detail/2613162388] under the license http://www.acm.org/publications/policies/copyright_policy#Background<br /> <br /> <br /> <br /> <br /> <br /> DOIS: 10.1145/3041021.3055128 10.5167/uzh-144125</div>

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