A century of science: Globalization of scientific collaborations, citations, and innovations

Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining

Volumn Part F129685, Issue , 2017, Pages 1437-1446

  Dong, Yuxiao ^a   Ma, Hao ^a   Shen, Zhihong ^a   Wang, Kuansan ^a  

^a MICROSOFT RESEARCH   (United States)

Author keywords

Big data; Diversity in science; Funding policy; Microsoft academic graph; Science of science; Scientific impact

Indexed keywords

DATA MINING; DISTRIBUTED COMPUTER SYSTEMS; INFORMATION THEORY;

DIVERSITY IN SCIENCE; FUNDING POLICY; MICROSOFT; SCIENCE OF SCIENCE; SCIENTIFIC IMPACT;

BIG DATA;

EID: 85029087006     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/3097983.3098016     Document Type: Conference Paper

References (36)

1. 2016. All Prizes in Economic Sciences. http://https://www.nobelprize.org/nobel-prizes/economic-sciences/laureates/. (2016).
2. 2016. Chronological Listing of A.M. Turing Award Winners. http://amturing.acm.org/byyear.cfm. (2016).
3. 2016. Fields Medal Details. http://www.mathunion.org/general/prizes/fields/details/. (2016).
4. 2016. Journal self-citation in the journal citation reports. http://wokinfo.com/essays/journal-self-citation-jcr/. (2016).
5. 2016. Nobel Prizes and Laureates. https://www.nobelprize.org/nobel-prizes/. (2016).
6. Daniel E. Acuna, Stefano Allesina, and Konrad P. Kording. 2012. Future impact: Predicting scientific success. Nature 489, 7415 (Sept. 2012), 201-202.
7. Albert-Lászlo Barabási, Chaoming Song, and Dashun Wang. 2012. Publishing: Handful of papers dominates citation. Nature 491, 7422 (2012), 40-40.
8. Giulio Cimini, Andrea Zaccaria, and Andrea Gabrielli. 2016. Investigating the interplay between fundamentals of national research systems: performance, investments and international collaborations. Journal of Informetrics 10, 1 (2016), 200-211.
9. Ying Ding, Ronald Rousseau, and Dietmar Wolfram. 2014. Measuring scholarly impact: Methods and practice. Springer.
10. Yuxiao Dong, Reid A. Johnson, and Nitesh V. Chawla. 2015. Will This Paper Increase Your h-index?: Scientific Impact Prediction. In WSDM '15. ACM, 149-158.
11. Yuxiao Dong, Reid A. Johnson, Yang Yang, and Nitesh V. Chawla. 2015. Collaboration Signatures Reveal Scientific Impact. In ASONAM '15. IEEE, 480-487.
12. Eugene Garfield. 1955. Citation Indexes for Science: A New Dimension in Documentation through Association of Ideas. Science 122, 3159 (1955), 108-111.
13. Johannes Gehrke, Paul Ginsparg, and Jon M. Kleinberg. 2003. Overview of the 2003 KDD Cup. SIGKDD Explorations 5, 2 (2003), 149-151.
14. C Lee Giles, Kurt D Bollacker, and Steve Lawrence. 1998. CiteSeer: An automatic citation indexing system. In Digital libraries. ACM, 89-98.
15. Jorge E. Hirsch. 2005. An index to quantify an individual's scientific research output. PNAS 102, 46 (2005), 16569-16572.
16. Won-Seok Hwang, Soo-Min Chae, Sang-Wook Kim, and Gyun Woo. 2010. Yet Another Paper Ranking Algorithm Advocating Recent Publications. In WW'10. ACM, 1117-1118.
17. Benjamin F Jones, Stefan Wuchty, and Brian Uzzi. 2008. Multi-university research teams: Shifting impact, geography, and stratification in science. Science 322, 5905 (2008), 1259-1262.
18. Nicola Jones. 2016. AI science search engines expand their reach. Nature News (2016).
19. Liangyue Li and Hanghang Tong. 2015. The child is father of the man: Foresee the success at the early stage. In KDD '15. ACM, 655-664.
20. Mark EJ Newman. 2001. The structure of scientific collaboration networks. PNAS 98, 2 (2001), 404-409.
21. Raj Kumar Pan, Kimmo Kaski, and Santo Fortunato. 2012. World citation and collaboration networks: uncovering the role of geography in science. Scientific Reports 2 (Nov. 2012).
22. Filippo Radicchi, Santo Fortunato, and Claudio Castellano. 2008. Universality of citation distributions: Toward an objective measure of scientific impact. PNAS 105, 45 (2008), 17268-17272.
23. Cagan H. Sekercioglu. 2008. Quantifying Coauthor Contributions. Science 322, 5900 (2008), 371.
24. Hua-Wei Shen and Albert-Lászlo Barabási. 2014. Collective credit allocation in science. PNAS (2014).
25. Roberta Sinatra, Pierre Deville, Michael Szell, Dashun Wang, and Albert-Laszló Barabási. 2015. A century of physics. Nature Physics 11, 10 (2015), 791-796.
26. Arnab Sinha, Zhihong Shen, Yang Song, Hao Ma, Darrin Eide, Bo-June (Paul) Hsu, and Kuansan Wang. 2015. An Overview of Microsoft Academic Service (MAS) and Applications. In WWW'15 Companion. ACM, New York, NY, USA, 243-246.
27. Yizhou Sun and Jiawei Han. 2012. Mining Heterogeneous Information Networks: Principles and Methodologies. Morgan & Claypool Publishers.
28. Douglass F. Taber. 2005. Quantifying Publication Impact. Science 309, 5744 (2005), 2166.
29. Jie Tang, Sen Wu, Jimeng Sun, and Hang Su. 2012. Cross-domain Collaboration Recommendation. In KDD '12. 1285-1293.
30. Jie Tang, Jing Zhang, Limin Yao, Juanzi Li, Li Zhang, and Zhong Su. 2008. ArnetMiner: Extraction and Mining of Academic Social Networks. In KDD '08. 990-998.
31. Brian Uzzi, Satyam Mukherjee, Michael Stringer, and Ben Jones. 2013. Atypical combinations and scientific impact. Science 342, 6157 (2013), 468-472.
32. Richard Van Noorden. 2014. Google Scholar pioneer on search engine's future. Nature News (2014).
33. Alex D Wade, Kuansan Wang, Yizhou Sun, and Antonio Gulli. 2016. WSDM Cup 2016: Entity Ranking Challenge. In WSDM '16. ACM, 593-594.
34. Dashun Wang, Chaoming Song, and Albert-Lszl Barabási. 2013. Quantifying Long-Term Scientific Impact. Science 342, 6154 (2013), 127-132.
35. Stefan Wuchty, Benjamin F Jones, and Brian Uzzi. 2007. The increasing dominance of teams in production of knowledge. Science 316, 5827 (2007), 1036-1039.
36. Rui Yan, Congrui Huang, Jie Tang, Yan Zhang, and Xiaoming Li. 2012. To Better Stand on the Shoulder of Giants. In JCDL '12. ACM, 51-60.