From Who You Know to What You Read: Augmenting Scientific Recommendations with Implicit Social Networks

Author:

Kang Hyeonsu B1,Kocielnik Rafal2,Head Andrew3,Yang Jiangjiang4,Latzke Matt3,Kittur Aniket5,Weld Daniel S6,Downey Doug7,Bragg Jonathan8

Affiliation:

1. Human-Computer Interaction Institute, Carnegie Mellon University, United States

2. Human Centered Design & Engineering, University of Washington, United States

3. Semantic Scholar, Allen Institute for AI, United States

4. Semantic Scholar, Allen Institute of AI, United States

5. Human Computer Interaction Institute, Carnegie Mellon University, United States

6. Semantic Scholar, Allen Institute for Artificial Intelligence, United States and Paul G. Allen School of Computer Science & Engineering, University of Washington, United States

7. Allen Institute for Artificial Intelligence, United States and Computer Science, Northwestern University, United States

8. Allen Institute for Artificial Intelligence, United States

Funder

NSF (National Science Foundation)

Office of Naval Research

Publisher

ACM

Reference127 articles.

1. Alison Abbott , David Cyranoski , Nicola Jones , Brendan Maher , Quirin Schiermeier , and Richard Van Noorden . 2010 . Metrics: Do metrics matter?Nature News 465, 7300 (2010), 860–862. Alison Abbott, David Cyranoski, Nicola Jones, Brendan Maher, Quirin Schiermeier, and Richard Van Noorden. 2010. Metrics: Do metrics matter?Nature News 465, 7300 (2010), 860–862.

2. Daniel  E Acuna , Stefano Allesina , and Konrad  P Kording . 2012. Predicting scientific success. Nature 489, 7415 ( 2012 ), 201–202. Daniel E Acuna, Stefano Allesina, and Konrad P Kording. 2012. Predicting scientific success. Nature 489, 7415 (2012), 201–202.

3. Chunrong Ai and Edward  C Norton . 2003. Interaction terms in logit and probit models. Economics letters 80, 1 ( 2003 ), 123–129. Chunrong Ai and Edward C Norton. 2003. Interaction terms in logit and probit models. Economics letters 80, 1 (2003), 123–129.

4. Icek Ajzen . 1991. The theory of planned behavior. Organizational behavior and human decision processes 50, 2 ( 1991 ), 179–211. Icek Ajzen. 1991. The theory of planned behavior. Organizational behavior and human decision processes 50, 2 (1991), 179–211.

5. Researchers’ perceptions of citations

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