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Author Disambiguation & Impact Assessment
Gentner Day 2009 @ CERN Henning Weiler
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Author Disambiguation & Impact Assessment
Introduction The Problem The Idea What’s next? Discussion...
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Author Disambiguation & Impact Assessment Gentner Day 2009 @ - - PowerPoint PPT Presentation
Author Disambiguation & Impact Assessment Gentner Day 2009 @ - - PowerPoint PPT Presentation
Author Disambiguation & Impact Assessment Gentner Day 2009 @ CERN Henning Weiler 1 Author Disambiguation & Impact Assessment Introduction The Problem The Idea Whats next? Discussion... 2 Introduction The Presenter... PhD
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Introduction
The Presenter... PhD Thesis on Impact Assessment Problem while playing with rankings
Who is who?
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The Problem
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The Problem
Name on document: Ellis, J.
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The Problem
Name on document: Ellis, J.
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The Problem
Name on document: Ellis, J.
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The Problem
Name on document: Ellis, J.
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Ellis, John R.; Ellis, J.L.; Ellis, J.E.; Ellis, John R., (Ed.); ELLIS, J.; Ellis, John.R.; Ellis, John R.; Ellis, Jonathan R.; Ellis, John; Ellis, Jordan;
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5 Chen, Y.K.; Chen, Ying-Xuan; Chen, Yiao-tian; Chen, Yin-Bao; Chen, Yong-shou; Chen, Yan-ping; Chen, Y.S.; Chen, Yu-zhong; Chen, Yi-Xin; Chen, Yinbao; Chen, Yu-Jiuan; Chen, Yong-cong; Chen, Yi-Hong; Chen, Y.Y.; Chen, Ying-hua; Chen, Yin-Hua; Chen, Yuan- Bo; Chen, Ying- Yang; Chen, Yu-Qi; Chen, Y.X.; Chen, Yi-min; Chen, Yi- Xin; Chen, Y.T.; Chen, Y.; Chen, Yu; Chen, Y.J.; Chen, Yaw-Hwang; Chen, Yang; Chen, Ying; Chen, Y.C.; Chen, Y. S.; Chen, Y.Q.; Chen, Yujun; Chen, Yu-jun; Chen, Yan-bei; Chen, Yi-xiong; Chen, Yanbei; Chen, Yue; Chen, Y.N.; Chen, Yi-Fei; Chen, Yu Qin; Chen, Yun-Xia; Chen, Yun; Chen, Yin; Chen, Yu-Qin; Chen, Yulin; Chen, Yihan; Chen, Yong; Chen, Yu-Chun; Chen, Yanjun; Chen, Y.B.; Chen, Ye; Chen, Yan; Chen, Yun-Hong; Chen, Yun- Hong; Chen, Yuan-Bai; Chen, Y.H.; Chen, Yuan-Bo; Chen, Y.G.; Chen, Yi- Han; Chen, Yen- Chu; Chen, Ya- Qing; Chen, Y.M.; Chen, Ying-tang; Chen, Ya-Qing; Chen, Yong-Zhong; Chen, Yan-Jun; Chen, Yu-feng; Chen, Yen-Ann; Chen, Yichang; Chen, Yen-Chu; Chen, Yingtang; Chen, Yuan; Chen, Y.-J.; Chen, Y. Judy; Chen, Y.P .; Chen, Yu-Tung; Chen, YuQin; Chen, Y.W.; Chen, Yan-Li; Chen, Ya-Nan; Chen, Ying-Tian; Chen, Y.-S.; Chen, Y.D.; Chen, Y.-M.; Chen, Yan-Mei; Chen, YanPing; Chen, Yu Chun; Chen, Y.L.; Chen, Yu-peng; Chen, Yan-Mei.;
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The Idea
Automated Author Disambiguation Open for all kinds of data sets. Mine authors on papers for...
eMail, affiliations and Co-authorship similarity
Design Program which is easily expandable
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Increasing Intelligence
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Adding data sources to the algorithm Make use of existing disambiguated sets Web 2.0 functions- let the community help!
“Claim My Paper” - Authors identify their papers online “Tagging” - Authors spend some spare time to tag articles
Human expert intelligence in special cases
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What’s next?
Author disambiguation will enable many services
Detailed author information More useful citation data Automated creation of publication lists or academic biographies Ranking of authors...
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Author Ranking
Bypass the Impact Factor Analysis of co-authorship and citation networks Contextual citations Search patterns/click streams of users Many more...
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Discussion...
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The Algorithm
- 1. Extract information
- 2. Cluster extracted information
- 3. Process Clusters and find potential real authors
- 4a. Assign ID to certain cases
- 4b. Send undecidable cases to human helpers.
- 4c. Use gained information to reprocess other real authors.
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