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<p class="MsoNormal"><span style="font-size:12.0pt;color:#1F497D"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt;color:windowtext">Dear all,<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt;color:windowtext">Papers </span>
<span style="font-size:12.0pt;color:windowtext">from the "Modeling and Visualizing Science and Technology Developments" Sackler Colloquium became available today.
</span><span style="font-size:12.0pt">Videos of the talks are available on the <a href="https://www.youtube.com/playlist?list=PLGJm1x3XQeK1llORePe-7Gzujs9Ic9aYq" target="_blank">
<strong><span style="font-family:"Calibri",sans-serif;color:blue;text-decoration:none">Sackler YouTube Channel</span></strong></a>.</span><span style="font-size:12.0pt;color:#1F497D"><o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt;color:windowtext">Enjoy and Merry XMas!<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt;color:windowtext">K<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt;color:windowtext"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt;color:windowtext"><o:p> </o:p></span></p>
<p class="MsoNormal">Introduction:<o:p></o:p></p>
<p class="MsoNormal"><a href="https://www.pnas.org/content/early/2018/12/05/1818750115"><span class="highwire-cite-title"><span style="color:blue;text-decoration:none">Forecasting innovations in science, technology, and education</span></span></a>
<o:p></o:p></p>
<p class="MsoNormal"><span class="highwire-citation-author">Katy Börner</span><span class="highwire-citation-authors">,
</span><span class="highwire-citation-author">William B. Rouse</span><span class="highwire-citation-authors">,
</span><span class="highwire-citation-author">Paul Trunfio</span><span class="highwire-citation-authors">, and
</span><span class="highwire-citation-author">H. Eugene Stanley</span><o:p></o:p></p>
<p class="MsoNormal"><span class="highwire-cite-metadata-journal">Proc Natl Acad Sci USA
</span><span class="highwire-cite-metadata-papdate">published ahead of print December 10, 2018.
</span><span class="highwire-cite-metadata-doi"><a href="https://doi.org/10.1073/pnas.1818750115">https://doi.org/10.1073/pnas.1818750115</a>
</span><o:p></o:p></p>
<p class="MsoNormal"><span style="font-size:12.0pt;color:#1F497D"><o:p> </o:p></span></p>
<p class="MsoNormal"><a href="https://www.pnas.org/content/early/2018/12/05/1802918115"><span class="highwire-cite-title"><span style="color:blue;text-decoration:none">Twin-Win Model: A human-centered approach to research success</span></span></a>
<span style="font-size:12.0pt;font-family:"Times New Roman",serif;color:windowtext">
<o:p></o:p></span></p>
<p class="MsoNormal"><span class="highwire-citation-author">Ben Shneiderman</span><o:p></o:p></p>
<p class="MsoNormal"><span class="highwire-cite-metadata-journal">Proc Natl Acad Sci USA
</span><span class="highwire-cite-metadata-papdate">published ahead of print December 10, 2018.
</span><span class="highwire-cite-metadata-doi"><a href="https://doi.org/10.1073/pnas.1802918115">https://doi.org/10.1073/pnas.1802918115</a>
</span><o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"><a href="https://www.pnas.org/content/early/2018/12/05/1803216115"><span class="highwire-cite-title"><span style="color:blue;text-decoration:none">How science and technology developments impact employment and education</span></span></a>
<o:p></o:p></p>
<p class="MsoNormal"><span class="highwire-citation-author">Wendy Martinez</span><o:p></o:p></p>
<p class="MsoNormal"><span class="highwire-cite-metadata-journal">Proc Natl Acad Sci USA
</span><span class="highwire-cite-metadata-papdate">published ahead of print December 10, 2018.
</span><span class="highwire-cite-metadata-doi"><a href="https://doi.org/10.1073/pnas.1803216115">https://doi.org/10.1073/pnas.1803216115</a>
</span><o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"><a href="https://www.pnas.org/content/early/2018/12/05/1800471115"><span class="highwire-cite-title"><span style="color:blue;text-decoration:none">The chaperone effect in scientific publishing</span></span></a>
<o:p></o:p></p>
<p class="MsoNormal"><span class="highwire-citation-author">Vedran Sekara</span><span class="highwire-citation-authors">,
</span><span class="highwire-citation-author">Pierre Deville</span><span class="highwire-citation-authors">,
</span><span class="highwire-citation-author">Sebastian E. Ahnert</span><span class="highwire-citation-authors">,
</span><span class="highwire-citation-author">Albert-László Barabási</span><span class="highwire-citation-authors">,
</span><span class="highwire-citation-author">Roberta Sinatra</span><span class="highwire-citation-authors">, and
</span><span class="highwire-citation-author">Sune Lehmann</span><o:p></o:p></p>
<p class="MsoNormal"><span class="highwire-cite-metadata-journal">Proc Natl Acad Sci USA
</span><span class="highwire-cite-metadata-papdate">published ahead of print December 10, 2018.
</span><span class="highwire-cite-metadata-doi"><a href="https://doi.org/10.1073/pnas.1800471115">https://doi.org/10.1073/pnas.1800471115</a>
</span><o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"><a href="https://www.pnas.org/content/early/2018/12/05/1800485115"><span class="highwire-cite-title"><span style="color:blue;text-decoration:none">Scientific prize network predicts who pushes the boundaries of science</span></span></a>
<o:p></o:p></p>
<p class="MsoNormal"><span class="highwire-citation-author">Yifang Ma</span><span class="highwire-citation-authors"> and
</span><span class="highwire-citation-author">Brian Uzzi</span><o:p></o:p></p>
<p class="MsoNormal"><span class="highwire-cite-metadata-journal">Proc Natl Acad Sci USA
</span><span class="highwire-cite-metadata-papdate">published ahead of print December 10, 2018.
</span><span class="highwire-cite-metadata-doi"><a href="https://doi.org/10.1073/pnas.1800485115">https://doi.org/10.1073/pnas.1800485115</a>
</span><o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"><a href="https://www.pnas.org/content/early/2018/12/05/1800467115"><span class="highwire-cite-title"><span style="color:blue;text-decoration:none">Opportunities to observe and measure intangible inputs to innovation: Definitions, operationalization,
and examples</span></span></a> <o:p></o:p></p>
<p class="MsoNormal"><span class="highwire-citation-author">Sallie Keller</span><span class="highwire-citation-authors">,
</span><span class="highwire-citation-author">Gizem Korkmaz</span><span class="highwire-citation-authors">,
</span><span class="highwire-citation-author">Carol Robbins</span><span class="highwire-citation-authors">, and
</span><span class="highwire-citation-author">Stephanie Shipp</span><o:p></o:p></p>
<p class="MsoNormal"><span class="highwire-cite-metadata-journal">Proc Natl Acad Sci USA
</span><span class="highwire-cite-metadata-papdate">published ahead of print December 10, 2018.
</span><span class="highwire-cite-metadata-doi"><a href="https://doi.org/10.1073/pnas.1800467115">https://doi.org/10.1073/pnas.1800467115</a>
</span><o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"><a href="https://www.pnas.org/content/early/2018/12/05/1800478115"><span class="highwire-cite-title"><span style="color:blue;text-decoration:none">Changing demographics of scientific careers: The rise of the temporary workforce</span></span></a>
<o:p></o:p></p>
<p class="MsoNormal"><span class="highwire-citation-author">Staša Milojević</span><span class="highwire-citation-authors">,
</span><span class="highwire-citation-author">Filippo Radicchi</span><span class="highwire-citation-authors">, and
</span><span class="highwire-citation-author">John P. Walsh</span><o:p></o:p></p>
<p class="MsoNormal"><span class="highwire-cite-metadata-journal">Proc Natl Acad Sci USA
</span><span class="highwire-cite-metadata-papdate">published ahead of print December 10, 2018.
</span><span class="highwire-cite-metadata-doi"><a href="https://doi.org/10.1073/pnas.1800478115">https://doi.org/10.1073/pnas.1800478115</a>
</span><o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"><a href="https://www.pnas.org/content/early/2018/12/05/1800474115"><span class="highwire-cite-title"><span style="color:blue;text-decoration:none">Macroscopic dynamics and the collapse of urban traffic</span></span></a>
<o:p></o:p></p>
<p class="MsoNormal"><span class="highwire-citation-author">Luis E. Olmos</span><span class="highwire-citation-authors">,
</span><span class="highwire-citation-author">Serdar Çolak</span><span class="highwire-citation-authors">,
</span><span class="highwire-citation-author">Sajjad Shafiei</span><span class="highwire-citation-authors">,
</span><span class="highwire-citation-author">Meead Saberi</span><span class="highwire-citation-authors">, and
</span><span class="highwire-citation-author">Marta C. González</span><o:p></o:p></p>
<p class="MsoNormal"><span class="highwire-cite-metadata-journal">Proc Natl Acad Sci USA
</span><span class="highwire-cite-metadata-papdate">published ahead of print December 10, 2018.
</span><span class="highwire-cite-metadata-doi"><a href="https://doi.org/10.1073/pnas.1800474115">https://doi.org/10.1073/pnas.1800474115</a>
</span><o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"><a href="https://www.pnas.org/content/early/2018/12/05/1809919115"><span class="highwire-cite-title"><span style="color:blue;text-decoration:none">Vision for a systems architecture to integrate and transform population health</span></span></a>
<o:p></o:p></p>
<p class="MsoNormal"><span class="highwire-citation-author">Guruprasad Madhavan</span><span class="highwire-citation-authors">,
</span><span class="highwire-citation-author">Charles E. Phelps</span><span class="highwire-citation-authors">,
</span><span class="highwire-citation-author">William B. Rouse</span><span class="highwire-citation-authors">, and
</span><span class="highwire-citation-author">Rino Rappuoli</span><o:p></o:p></p>
<p class="MsoNormal"><span class="highwire-cite-metadata-journal">Proc Natl Acad Sci USA
</span><span class="highwire-cite-metadata-papdate">published ahead of print December 10, 2018.
</span><span class="highwire-cite-metadata-doi"><a href="https://doi.org/10.1073/pnas.1809919115">https://doi.org/10.1073/pnas.1809919115</a>
</span><o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"><a href="https://www.pnas.org/content/early/2018/12/05/1800475115"><span class="highwire-cite-title"><span style="color:blue;text-decoration:none">The role of industry-specific, occupation-specific, and location-specific knowledge in the
growth and survival of new firms</span></span></a> <o:p></o:p></p>
<p class="MsoNormal"><span class="highwire-citation-author">C. Jara-Figueroa</span><span class="highwire-citation-authors">,
</span><span class="highwire-citation-author">Bogang Jun</span><span class="highwire-citation-authors">,
</span><span class="highwire-citation-author">Edward L. Glaeser</span><span class="highwire-citation-authors">, and
</span><span class="highwire-citation-author">Cesar A. Hidalgo</span><o:p></o:p></p>
<p class="MsoNormal"><span class="highwire-cite-metadata-journal">Proc Natl Acad Sci USA
</span><span class="highwire-cite-metadata-papdate">published ahead of print December 10, 2018.
</span><span class="highwire-cite-metadata-doi"><a href="https://doi.org/10.1073/pnas.1800475115">https://doi.org/10.1073/pnas.1800475115</a>
</span><o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"><a href="https://www.pnas.org/content/early/2018/12/05/1804247115"><span class="highwire-cite-title"><span style="color:blue;text-decoration:none">Skill discrepancies between research, education, and jobs reveal the critical need to supply
soft skills for the data economy</span></span></a> <o:p></o:p></p>
<p class="MsoNormal"><span class="highwire-citation-author">Katy Börner</span><span class="highwire-citation-authors">,
</span><span class="highwire-citation-author">Olga Scrivner</span><span class="highwire-citation-authors">,
</span><span class="highwire-citation-author">Mike Gallant</span><span class="highwire-citation-authors">,
</span><span class="highwire-citation-author">Shutian Ma</span><span class="highwire-citation-authors">,
</span><span class="highwire-citation-author">Xiaozhong Liu</span><span class="highwire-citation-authors">,
</span><span class="highwire-citation-author">Keith Chewning</span><span class="highwire-citation-authors">,
</span><span class="highwire-citation-author">Lingfei Wu</span><span class="highwire-citation-authors">, and
</span><span class="highwire-citation-author">James A. Evans<o:p></o:p></span></p>
<p class="MsoNormal"><span class="highwire-cite-metadata-journal">Proc Natl Acad Sci USA
</span><span class="highwire-cite-metadata-papdate">published ahead of print December 10, 2018.
</span><span class="highwire-cite-metadata-doi"><a href="https://doi.org/10.1073/pnas.1804247115">https://doi.org/10.1073/pnas.1804247115</a>
</span><span style="font-size:12.0pt;font-family:"Times New Roman",serif;color:windowtext"><o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt;color:#1F497D"><o:p> </o:p></span></p>
<p class="MsoNormal"><a href="https://www.pnas.org/content/early/2018/12/05/1807174115"><span class="highwire-cite-title"><span style="color:blue;text-decoration:none">Modeling research universities: Predicting probable futures of public vs. private and large
vs. small research universities</span></span></a> <span style="font-size:12.0pt;font-family:"Times New Roman",serif;color:windowtext">
<o:p></o:p></span></p>
<p class="MsoNormal"><span class="highwire-citation-author">William B. Rouse</span><span class="highwire-citation-authors">,
</span><span class="highwire-citation-author">John V. Lombardi</span><span class="highwire-citation-authors">, and
</span><span class="highwire-citation-author">Diane D. Craig</span><o:p></o:p></p>
<p class="MsoNormal"><span class="highwire-cite-metadata-journal">Proc Natl Acad Sci USA
</span><span class="highwire-cite-metadata-papdate">published ahead of print December 10, 2018.
</span><span class="highwire-cite-metadata-doi"><a href="https://doi.org/10.1073/pnas.1807174115">https://doi.org/10.1073/pnas.1807174115</a>
</span><o:p></o:p></p>
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<p class="MsoNormal"><span style="font-size:12.0pt;font-family:"Times New Roman",serif;color:#1F497D"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:"Courier New";color:#1F497D">--
<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:"Courier New";color:#1F497D">Katy Borner<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:"Courier New";color:#1F497D">Victor H. Yngve Distinguished Professor of Engineering and Information Science<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:"Courier New";color:#1F497D">Director, CI for Network Science Center, http://cns.iu.edu<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:"Courier New";color:#1F497D">Curator, Mapping Science exhibit, http://scimaps.org<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:"Courier New";color:#1F497D"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:"Courier New";color:#1F497D">ISE and ILS, School of Informatics, Computing, and Engineering,</span><span style="color:#1F497D">
</span><span style="font-size:10.0pt;font-family:"Courier New";color:#1F497D">Indiana University<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:"Courier New";color:#1F497D">Luddy Hall 4018, 700 N. Woodlawn Ave, Bloomington, IN 47408, USA<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:"Courier New";color:#1F497D">Phone: (812) 855-3256 Fax: -6166</span><b><span style="color:windowtext">
</span></b><o:p></o:p></p>
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