<?xml version="1.0" encoding="ISO-8859-1"?><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
<front>
<journal-meta>
<journal-id>2184-3120</journal-id>
<journal-title><![CDATA[Journal of Digital Media and Interaction]]></journal-title>
<abbrev-journal-title><![CDATA[JDMI]]></abbrev-journal-title>
<issn>2184-3120</issn>
<publisher>
<publisher-name><![CDATA[Universidade de Aveiro]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S2184-31202021000100007</article-id>
<article-id pub-id-type="doi">10.34624/jdmi.v4i10.24529</article-id>
<title-group>
<article-title xml:lang="en"><![CDATA[The Role of Human Curation at the Age of Algorithms]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Kallioniemi]]></surname>
<given-names><![CDATA[Pekka]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Tampere University  ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>Finland</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>06</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>06</month>
<year>2021</year>
</pub-date>
<volume>4</volume>
<numero>10</numero>
<fpage>7</fpage>
<lpage>20</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://scielo.pt/scielo.php?script=sci_arttext&amp;pid=S2184-31202021000100007&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://scielo.pt/scielo.php?script=sci_abstract&amp;pid=S2184-31202021000100007&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://scielo.pt/scielo.php?script=sci_pdf&amp;pid=S2184-31202021000100007&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="en"><p><![CDATA[Abstract The increasing amount of information online is exceeding our ability to process it, and content burden, or infobesity, is clearly a problem that needs to be resolved. This problem has been mostly addressed by using algorithm-based recommendation systems, but many platforms have lately reverted to more traditional method of human curation. This research explores the reasons for this and compares these two curation methods in the context of short-form video. We also present a Hybrid Curation Model that combines human curation with algorithms.]]></p></abstract>
<kwd-group>
<kwd lng="en"><![CDATA[Interactive Television and New Media]]></kwd>
<kwd lng="en"><![CDATA[Human Curation]]></kwd>
<kwd lng="en"><![CDATA[Critical Algorithm Studies]]></kwd>
</kwd-group>
</article-meta>
</front><back>
<ref-list>
<ref id="B1">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Ames]]></surname>
<given-names><![CDATA[M. M.]]></given-names>
</name>
</person-group>
<source><![CDATA[Cannibal tours and glass boxes: The anthropology of museums.]]></source>
<year>2007</year>
<publisher-name><![CDATA[UBC Press.]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B2">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Basharat]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Zhai]]></surname>
<given-names><![CDATA[Y.]]></given-names>
</name>
<name>
<surname><![CDATA[Shah]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Content based video matching using spatiotemporal volumes.]]></article-title>
<source><![CDATA[Computer Vision and Image Understanding]]></source>
<year>2008</year>
<volume>110</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>360-77</page-range></nlm-citation>
</ref>
<ref id="B3">
<nlm-citation citation-type="confpro">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Basu]]></surname>
<given-names><![CDATA[C.]]></given-names>
</name>
<name>
<surname><![CDATA[Hirsh]]></surname>
<given-names><![CDATA[H.]]></given-names>
</name>
<name>
<surname><![CDATA[Cohen]]></surname>
<given-names><![CDATA[W.]]></given-names>
</name>
</person-group>
<source><![CDATA[Recommendation as classification: Using social and content-based information in recommendation.]]></source>
<year>1998</year>
<conf-name><![CDATA[ National Conference on Artificial Intelligence]]></conf-name>
<conf-loc> </conf-loc>
<page-range>714-20</page-range></nlm-citation>
</ref>
<ref id="B4">
<nlm-citation citation-type="">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Bhaskar]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
</person-group>
<source><![CDATA[In the age of the algorithm, the human gatekeeper is back. The Guardian.]]></source>
<year>2016</year>
</nlm-citation>
</ref>
<ref id="B5">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Brown]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[TikTok&#8217;s 7 Highest-Earning Stars: New Forbes List Led By Teen Queens Addison Rae And Charli D&#8217;Amelio.]]></article-title>
<source><![CDATA[Forbes]]></source>
<year>2020</year>
</nlm-citation>
</ref>
<ref id="B6">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Dale]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Content curation: The future of relevance.]]></article-title>
<source><![CDATA[Business Information Review]]></source>
<year>2014</year>
<volume>31</volume>
<numero>4</numero>
<issue>4</issue>
<page-range>199-205</page-range></nlm-citation>
</ref>
<ref id="B7">
<nlm-citation citation-type="confpro">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Davidson]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Liebald]]></surname>
<given-names><![CDATA[B.]]></given-names>
</name>
<name>
<surname><![CDATA[Liu]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Nandy]]></surname>
<given-names><![CDATA[P.]]></given-names>
</name>
<name>
<surname><![CDATA[Van Vleet]]></surname>
<given-names><![CDATA[T.]]></given-names>
</name>
</person-group>
<source><![CDATA[The YouTube video recommendation system.]]></source>
<year>2010</year>
<conf-name><![CDATA[ 4thACM Conference on Recommender Systems]]></conf-name>
<conf-loc> </conf-loc>
<page-range>293-6</page-range></nlm-citation>
</ref>
<ref id="B8">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Dawkins]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
</person-group>
<source><![CDATA[The Selfish Gene]]></source>
<year>1976</year>
<publisher-name><![CDATA[Oxford University Press]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B9">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Deldjoo]]></surname>
<given-names><![CDATA[Y.]]></given-names>
</name>
<name>
<surname><![CDATA[Elahi]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Cremonesi]]></surname>
<given-names><![CDATA[P.]]></given-names>
</name>
<name>
<surname><![CDATA[Garzotto]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
<name>
<surname><![CDATA[Piazzolla]]></surname>
<given-names><![CDATA[P.]]></given-names>
</name>
<name>
<surname><![CDATA[Quadrana]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Content-Based Video Recommendation System Based on Stylistic Visual Features.]]></article-title>
<source><![CDATA[Journal on Data Semantics]]></source>
<year>2016</year>
<volume>5</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>99-113</page-range></nlm-citation>
</ref>
<ref id="B10">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Fisher]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Taub]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[On YouTube&#8217;s Digital Playground, an Open Gate for Pedophiles.]]></article-title>
<source><![CDATA[The New York Times]]></source>
<year>2019</year>
</nlm-citation>
</ref>
<ref id="B11">
<nlm-citation citation-type="">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Goldberg]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
<name>
<surname><![CDATA[Nichols]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
<name>
<surname><![CDATA[Oki]]></surname>
<given-names><![CDATA[B. M.]]></given-names>
</name>
<name>
<surname><![CDATA[Terry]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
<name>
<surname><![CDATA[Information tapestry.]]></surname>
<given-names><![CDATA[Using collaborative filtering to Weave an]]></given-names>
</name>
</person-group>
<source><![CDATA[Communications of the ACM]]></source>
<year>1992</year>
<volume>35</volume>
<numero>12</numero>
<issue>12</issue>
<page-range>61-70</page-range></nlm-citation>
</ref>
<ref id="B12">
<nlm-citation citation-type="">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Gr&#269;ar]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Mladeni&#269;]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
<name>
<surname><![CDATA[Fortuna]]></surname>
<given-names><![CDATA[B.]]></given-names>
</name>
<name>
<surname><![CDATA[Grobelnik]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
</person-group>
<source><![CDATA[Data Sparsity Issues in the Collaborative Filtering Framework]]></source>
<year>2006</year>
<page-range>58-76</page-range></nlm-citation>
</ref>
<ref id="B13">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Guo]]></surname>
<given-names><![CDATA[G.]]></given-names>
</name>
<name>
<surname><![CDATA[Zhang]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Thalmann]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Merging trust in collaborative filtering to alleviate data sparsity and cold start.]]></article-title>
<source><![CDATA[Knowledge-Based Systems]]></source>
<year>2014</year>
<volume>57</volume>
<page-range>57-68</page-range></nlm-citation>
</ref>
<ref id="B14">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Hale]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[More Than 500 Hours Of Content Are Now Being Uploaded To YouTube Every Minute.]]></article-title>
<source><![CDATA[Tubefilter]]></source>
<year>2019</year>
</nlm-citation>
</ref>
<ref id="B15">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Hayasaki]]></surname>
<given-names><![CDATA[B. E.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Is AI Sexist ? In the not-so-distant future, artificial intelligence will be smarter than humans. But as the technology develops, absorbing cultural norms from its creators and the internet, it will also be more racist , sexist , and unfriendly to wom]]></article-title>
<source><![CDATA[Foreign Affairs]]></source>
<year>2017</year>
</nlm-citation>
</ref>
<ref id="B16">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Joy]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Sherry]]></surname>
<given-names><![CDATA[J. F.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Disentangling the paradoxical alliances between art market and art world.]]></article-title>
<source><![CDATA[Consumption Markets &amp; Culture]]></source>
<year>2003</year>
</nlm-citation>
</ref>
<ref id="B17">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Kollewe]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Spotify revenues surge 80% to more than £1.5bn.]]></article-title>
<source><![CDATA[The Guardian]]></source>
<year>2016</year>
</nlm-citation>
</ref>
<ref id="B18">
<nlm-citation citation-type="">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Kovach]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
</person-group>
<source><![CDATA[Alphabet had more than $70 billion in market cap wiped out, and it says YouTube is one of the problems.]]></source>
<year>2019</year>
</nlm-citation>
</ref>
<ref id="B19">
<nlm-citation citation-type="confpro">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Kumar]]></surname>
<given-names><![CDATA[Y.]]></given-names>
</name>
<name>
<surname><![CDATA[Sharma]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Khaund]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Kumar]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Kumaraguru]]></surname>
<given-names><![CDATA[P.]]></given-names>
</name>
<name>
<surname><![CDATA[Shah]]></surname>
<given-names><![CDATA[R. R.]]></given-names>
</name>
<name>
<surname><![CDATA[Zimmermann]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
</person-group>
<source><![CDATA[IceBreaker: Solving cold start problem for video recommendation engines.]]></source>
<year>2019</year>
<conf-name><![CDATA[ International Symposium on Multimedia,, ISM 2018]]></conf-name>
<conf-loc> </conf-loc>
<page-range>217-22</page-range></nlm-citation>
</ref>
<ref id="B20">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Lorenz-Spreen]]></surname>
<given-names><![CDATA[P.]]></given-names>
</name>
<name>
<surname><![CDATA[Mønsted]]></surname>
<given-names><![CDATA[B. M.]]></given-names>
</name>
<name>
<surname><![CDATA[Hövel]]></surname>
<given-names><![CDATA[P.]]></given-names>
</name>
<name>
<surname><![CDATA[Lehmann]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Accelerating dynamics of collective attention.]]></article-title>
<source><![CDATA[Nature Communications]]></source>
<year>2019</year>
<volume>10</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>1759</page-range></nlm-citation>
</ref>
<ref id="B21">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Najafabadi]]></surname>
<given-names><![CDATA[M. K.]]></given-names>
</name>
<name>
<surname><![CDATA[Mahrin]]></surname>
<given-names><![CDATA[M. N.]]></given-names>
</name>
<name>
<surname><![CDATA[Chuprat]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Sarkan]]></surname>
<given-names><![CDATA[H. M.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Improving the accuracy of collaborative filtering recommendations using clustering and association rules mining on implicit data.]]></article-title>
<source><![CDATA[Computers in Human Behavior]]></source>
<year>2017</year>
<volume>67</volume>
<page-range>113-28</page-range></nlm-citation>
</ref>
<ref id="B22">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Najafabadi]]></surname>
<given-names><![CDATA[M. K.]]></given-names>
</name>
<name>
<surname><![CDATA[Mohamed]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Onn]]></surname>
<given-names><![CDATA[C. W.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[An impact of time and item influencer in collaborative filtering recommendations using graph-based model. Information]]></article-title>
<source><![CDATA[Processing and Management]]></source>
<year>2019</year>
<volume>56</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>526-40</page-range></nlm-citation>
</ref>
<ref id="B23">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Nooney]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
<name>
<surname><![CDATA[Portwood-stacer]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[One Does Not Simply: An Introduction to the Special Issue on Internet Memes.]]></article-title>
<source><![CDATA[Journal of Visual Culture]]></source>
<year>2014</year>
<volume>13</volume>
<page-range>248-52</page-range></nlm-citation>
</ref>
<ref id="B24">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Pariser]]></surname>
<given-names><![CDATA[E.]]></given-names>
</name>
</person-group>
<source><![CDATA[The Filter Bubble - What the Internet is Hiding from You]]></source>
<year>2011</year>
<publisher-name><![CDATA[Penguin Group]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B25">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Pazzani]]></surname>
<given-names><![CDATA[M. J.]]></given-names>
</name>
<name>
<surname><![CDATA[Billsus]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Content-based recommendation systems.]]></article-title>
<source><![CDATA[The Adaptive Web]]></source>
<year>2007</year>
<page-range>325-41</page-range></nlm-citation>
</ref>
<ref id="B26">
<nlm-citation citation-type="confpro">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Resnick]]></surname>
<given-names><![CDATA[P.]]></given-names>
</name>
<name>
<surname><![CDATA[Iacovou]]></surname>
<given-names><![CDATA[N.]]></given-names>
</name>
<name>
<surname><![CDATA[Suchak]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Bergstrom]]></surname>
<given-names><![CDATA[P.]]></given-names>
</name>
<name>
<surname><![CDATA[Riedl]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
</person-group>
<source><![CDATA[GroupLens.]]></source>
<year>1994</year>
<conf-name><![CDATA[ Conference on Computer Supported Cooperative Work]]></conf-name>
<conf-date>1994</conf-date>
<conf-loc> </conf-loc>
<page-range>175-86</page-range></nlm-citation>
</ref>
<ref id="B27">
<nlm-citation citation-type="">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Rosen]]></surname>
<given-names><![CDATA[G.]]></given-names>
</name>
<name>
<surname><![CDATA[Lyons]]></surname>
<given-names><![CDATA[T.]]></given-names>
</name>
</person-group>
<source><![CDATA[Remove, Reduce, Inform: New Steps to Manage Problematic Content.]]></source>
<year>2019</year>
</nlm-citation>
</ref>
<ref id="B28">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Rosenbaum]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
</person-group>
<source><![CDATA[Curation Nation - How to Win in a World Where Consumers are Creators,]]></source>
<year>2011</year>
<publisher-name><![CDATA[McGraw-Hill Education.]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B29">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Rosenbaum]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[YouTube Reveals A Curated Future.]]></article-title>
<source><![CDATA[Forbes]]></source>
<year>2012</year>
</nlm-citation>
</ref>
<ref id="B30">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Rosenbaum]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Curate or Be Curated: The Coming Age of the Curation Economy.]]></article-title>
<source><![CDATA[HuffPost]]></source>
<year>2017</year>
</nlm-citation>
</ref>
<ref id="B31">
<nlm-citation citation-type="">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Roy]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
</person-group>
<source><![CDATA[Human Curation in an AI World.]]></source>
<year>2018</year>
</nlm-citation>
</ref>
<ref id="B32">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Salah]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Rogovschi]]></surname>
<given-names><![CDATA[N.]]></given-names>
</name>
<name>
<surname><![CDATA[Nadif]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[A dynamic collaborative filtering system via a weighted clustering approach.]]></article-title>
<source><![CDATA[Neurocomputing]]></source>
<year>2016</year>
<volume>175</volume>
<page-range>206-15</page-range></nlm-citation>
</ref>
<ref id="B33">
<nlm-citation citation-type="">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Schlatter]]></surname>
<given-names><![CDATA[E.]]></given-names>
</name>
</person-group>
<source><![CDATA[A New Spin: Are DJs, rappers and bloggers &#8216;curators&#8217;?]]></source>
<year>2010</year>
</nlm-citation>
</ref>
<ref id="B34">
<nlm-citation citation-type="">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Shirky]]></surname>
<given-names><![CDATA[C.]]></given-names>
</name>
</person-group>
<source><![CDATA[It&#8217;s not information overload. It&#8217;s filter failure.]]></source>
<year>2008</year>
</nlm-citation>
</ref>
<ref id="B35">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Shoemaker]]></surname>
<given-names><![CDATA[P. J.]]></given-names>
</name>
<name>
<surname><![CDATA[Eichholz]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Kim]]></surname>
<given-names><![CDATA[E.]]></given-names>
</name>
<name>
<surname><![CDATA[Wrigley]]></surname>
<given-names><![CDATA[B.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Individual and Routine Forces in Gatekeeping]]></article-title>
<source><![CDATA[Journalism &amp; Mass Communication Quarterly]]></source>
<year>2001</year>
<volume>78</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>233-46</page-range></nlm-citation>
</ref>
<ref id="B36">
<nlm-citation citation-type="confpro">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Soliman]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Hafer]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Lemmerich]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
</person-group>
<source><![CDATA[A Characterization of Political Communities on Reddit.]]></source>
<year>2019</year>
<conf-name><![CDATA[ 30thConference on Hypertext and Social Media]]></conf-name>
<conf-loc> </conf-loc>
<page-range>259-63</page-range></nlm-citation>
</ref>
<ref id="B37">
<nlm-citation citation-type="">
<source><![CDATA[Curation and Algorithms.]]></source>
<year>2015</year>
</nlm-citation>
</ref>
<ref id="B38">
<nlm-citation citation-type="">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Systrom]]></surname>
<given-names><![CDATA[K.]]></given-names>
</name>
</person-group>
<source><![CDATA[Welcome to IGTV]]></source>
<year>2018</year>
</nlm-citation>
</ref>
<ref id="B39">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Villi]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Moisander]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Joy]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Social curation in consumer communities: Consumers as curators of online media content.]]></article-title>
<source><![CDATA[Advances in Consumer Research]]></source>
<year>2012</year>
<volume>40</volume>
<page-range>490-5</page-range></nlm-citation>
</ref>
<ref id="B40">
<nlm-citation citation-type="">
<collab>VNI, C</collab>
<source><![CDATA[Cisco Visual Networking Index: Forecast and Trends]]></source>
<year>2018</year>
</nlm-citation>
</ref>
<ref id="B41">
<nlm-citation citation-type="confpro">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Wang]]></surname>
<given-names><![CDATA[P.]]></given-names>
</name>
<name>
<surname><![CDATA[Xu]]></surname>
<given-names><![CDATA[C.]]></given-names>
</name>
<name>
<surname><![CDATA[Jiang]]></surname>
<given-names><![CDATA[Y.]]></given-names>
</name>
<name>
<surname><![CDATA[Xie]]></surname>
<given-names><![CDATA[X.]]></given-names>
</name>
</person-group>
<source><![CDATA[Overview of content-based click-through rate prediction challenge for video recommendation.]]></source>
<year>2019</year>
<conf-name><![CDATA[ 27thInternational Conference on Multimedia]]></conf-name>
<conf-loc> </conf-loc>
<page-range>2593-6</page-range></nlm-citation>
</ref>
<ref id="B42">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Wei]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[He]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Chen]]></surname>
<given-names><![CDATA[K.]]></given-names>
</name>
<name>
<surname><![CDATA[Zhou]]></surname>
<given-names><![CDATA[Y.]]></given-names>
</name>
<name>
<surname><![CDATA[Tang]]></surname>
<given-names><![CDATA[Z.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Collaborative filtering and deep learning based recommendation system for cold start items]]></article-title>
<source><![CDATA[Expert Systems with Applications]]></source>
<year>2017</year>
<volume>69</volume>
<page-range>29-39</page-range></nlm-citation>
</ref>
<ref id="B43">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Wiggins]]></surname>
<given-names><![CDATA[B. E.]]></given-names>
</name>
<name>
<surname><![CDATA[Bowers]]></surname>
<given-names><![CDATA[G. B.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Memes as genre : A structurational analysis of the memescape]]></article-title>
<source><![CDATA[New Media and society]]></source>
<year>2015</year>
</nlm-citation>
</ref>
<ref id="B44">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Zettl]]></surname>
<given-names><![CDATA[H.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Essentials of Applied Media Aesthetics]]></article-title>
<source><![CDATA[Media Computing]]></source>
<year>2002</year>
<page-range>11-38</page-range><publisher-loc><![CDATA[US ]]></publisher-loc>
<publisher-name><![CDATA[Springer]]></publisher-name>
</nlm-citation>
</ref>
</ref-list>
</back>
</article>
