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 title = {Computing Classic Closeness Centrality, at Scale},
 booktitle = {Proceedings of the Second ACM Conference on Online Social Networks},
 series = {COSN '14},
 year = {2014},
 isbn = {978-1-4503-3198-2},
 location = {Dublin, Ireland},
 pages = {37--50},
 numpages = {14},
 doi = {10.1145/2660460.2660465},
 acmid = {2660465},
 publisher = {ACM},
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 keywords = {centrality, estimation, pivoting, sampling},
}

@inproceedings{COSN2014-cost2,
 author = {Motamedi, Reza and Rejaie, Reza and Willinger, Walter and Lowd, Daniel and Gonzalez, Roberto},
 title = {Inferring Coarse Views of Connectivity in Very Large Graphs},
 booktitle = {Proceedings of the Second ACM Conference on Online Social Networks},
 series = {COSN '14},
 year = {2014},
 isbn = {978-1-4503-3198-2},
 location = {Dublin, Ireland},
 pages = {191--202},
 numpages = {12},
 doi = {10.1145/2660460.2660480},
 acmid = {2660480},
 publisher = {ACM},
 address = {New York, NY, USA},
 keywords = {clustering, community detection, graph coarsening, graph partitioning, scalability},
}

@inproceedings{COSN2013,
 author = {Etter, Vincent and Grossglauser, Matthias and Thiran, Patrick},
 title = {Launch Hard or Go Home!: Predicting the Success of Kickstarter Campaigns},
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 series = {COSN '13},
 year = {2013},
 isbn = {978-1-4503-2084-9},
 location = {Boston, Massachusetts, USA},
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 publisher = {ACM},
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}

@book{coefficients,
year={2014},
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@InProceedings{anagnostopoulos2012online,
 author = {Anagnostopoulos, Aris and Becchetti, Luca and Castillo, Carlos and Gionis, Aristides and Leonardi, Stefano},
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 booktitle = {Proceedings of the 21st International Conference on World Wide Web},
 series = {WWW '12},
 year = {2012},
 isbn = {978-1-4503-1229-5},
 location = {Lyon, France},
 pages = {839--848},
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 url = {http://doi.acm.org/10.1145/2187836.2187950},
 doi = {10.1145/2187836.2187950},
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 publisher = {ACM},
 address = {New York, NY, USA},
 keywords = {scheduling, task assignment, team formation},
}

@Article{baker1991,
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  Journal                  = {American J. of Sociology},
  Year                     = {1991},
  Pages                    = {279--309},
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}

@Book{burt2009structural,
  Title                    = {Structural holes: The social structure of competition},
  Author                   = {Burt, Ronald S},
  Publisher                = {Harvard university press},
  Year                     = {2009}
}

@Book{burt2005brokerage,
  Title                    = {Brokerage and closure: An introduction to social capital},
  Author                   = {Burt, Ronald S},
  Publisher                = {Oxford University Press},
  Year                     = {2005}
}

@Article{Burt04,
  Title                    = {{Structural Holes and Good Ideas}},
  Author                   = {Burt, Ronald S.},
  Journal                  = {The American Journal of Sociology},
  Year                     = {2004},
  Number                   = {2},
  Pages                    = {349-399},
  Volume                   = {110},
  Publisher                = {The University of Chicago Press}
}

@Article{chen2010impact,
title = {The impact of small world on innovation: An empirical study of 16 countries},
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year = {2010},
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volume = {4},
number = {1},
pages = {97-106},
Publisher = {Elsevier}
}

@Book{Easley2010,
  Title                    = {{Networks, Crowds, and Markets: Reasoning About a Highly Connected World}},
  Author                   = {David Easley  and Jon Kleinberg},
  Publisher                = {Cambridge University Press},
  Year                     = {2010},
}

@Article{elberse2007power,
  Title                    = {The power of stars: Do star actors drive the success of movies?},
  Author                   = {Elberse, Anita},
  Journal                  = {Journal of Marketing},
  Year                     = {2007},
  Number                   = {4},
  Pages                    = {102--120},
  Volume                   = {71},
  Publisher                = {American Marketing Association}
}

@Article{fields2011analysis,
  Title                    = {Analysis and exploitation of musician social networks for recommendation and discovery},
  Author                   = {Fields, Ben and Jacobson, Kurt and Rhodes, Christophe and d'Inverno, Mark and Sandler, Mark and Casey, Michael},
  Journal                  = {IEEE Transactions on Multimedia},
  Year                     = {2011},
  Number                   = {4},
  Pages                    = {674--686},
  Volume                   = {13},
  Publisher                = {IEEE}
}

@Article{Ghiassi2015,
  author = {M. Ghiassi and David Lio and Brian Moon},
  title = {Pre-production forecasting of movie revenues with a dynamic artificial neural network },
  journal = {Expert Systems with Applications },
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}

@Article{grund2012network,
  Title                    = {Network structure and team performance: The case of English Premier League soccer teams},
  Author                   = {Grund, Thomas U},
  Journal                  = {Social Networks},
  Year                     = {2012},
  Number                   = {4},
  Pages                    = {682--690},
  Volume                   = {34},
  Publisher                = {Elsevier}
}

@Article{GunnA15,
  Title                    = {Dynamic heterogeneous team formation for robotic urban search and
 rescue},
  Author                   = {Tyler J. Gunn and
 John Anderson},
  Journal                  = {J. Comput. Syst. Sci.},
  Year                     = {2015},
  Number                   = {3},
  Pages                    = {553--567},
  Volume                   = {81},
  Url                      = {http://dx.doi.org/10.1016/j.jcss.2014.11.009}
}

@Article{hybbeneth2013increasing,
  Title                    = {Increasing Knowledge Worker Efficiency through a" Virtual Mirror" of the Social Network},
  Author                   = {Hybbeneth, Stori and Brunnberg, Dirk and Gloor, Peter A},
  Journal                  = {arXiv preprint arXiv:1308.1162},
  Year                     = {2013}
}

@Article{KimKHC13,
  Title                    = {A user opinion and metadata mining scheme for predicting box office
 performance of movies in the social network environment},
  Author                   = {Daehoon Kim and
 Daeyong Kim and
 Eenjun Hwang and
 Hong{-}Gu Choi},
  Journal                  = {The New Review of Hypermedia and Multimedia},
  Year                     = {2013},
  Number                   = {3-4},
  Pages                    = {259--272},
  Volume                   = {19},
  Doi                      = {10.1080/13614568.2013.835450}
}

@Article{kleinberg2008strategic,
  Title                    = {Strategic Network Formation with Structural Holes},
  Author                   = {Kleinberg, Jon and Suri, Siddharth and Tardos, {\'E}va and Wexler, Tom},
  Journal                  = {SIGecom Exch.},
  Year                     = {2008},
  Number                   = {3},
  Pages                    = {11:1--11:4},
  Volume                   = {7},
  Doi                      = {10.1145/1486877.1486888},
  Publisher                = {ACM}
}

@Article{LiLY2013,
  Title                    = {{Co-authorship networks and research impact: A social capital perspective}},
  Author                   = {Li, Eldon Y. and Liao, Chien Hsiang and Yen, Hsiuju Rebecca},
  Journal                  = {Research Policy},
  Year                     = {2013},
  Number                   = {9},
  Pages                    = {1515-1530},
  Volume                   = {42},
  Keywords                 = {Social capital; Research impact; Social network analysis; Research collaboration; Team exploration; },
  Url                      = {http://ideas.repec.org/a/eee/respol/v42y2013i9p1515-1530.html}
}

@TechReport{lutter2013there,
  Title                    = {{Is there a closure penalty? Cohesive network structures, diversity, and gender inequalities in career advancement}},
  Author                   = {Lutter, Mark},
  Institution              = {MPIfG (Max-Planck-Institut f\"{u}r Gesellschaftsforschung)},
  Year                     = {2013},
  Address                  = {Germany},
  Number                   = {13/9},
  Url                      = {http://www.econstor.eu/handle/10419/81129}
}

@Article{melo2012,
  Title                    = {{Forecasting in the NBA and other team sports: Network effects in action}},
  Author                   = {de Melo, Pedro O. S. Vaz and Almeida, Virg’lio A. F. and Loureiro, Antonio Alfredo Ferreira and Faloutsos, Christos},
  Journal                  = {TKDD},
  Year                     = {2012},
  Number                   = {3},
  Pages                    = {13},
  Volume                   = {6},
  Biburl                   = {http://www.bibsonomy.org/bibtex/2efd6b20a2af63892c9a306d38ac9cf47/dblp},
  Ee                       = {http://doi.acm.org/10.1145/2362383.2362387},
}

@InProceedings{nemoto2011social,
 author = {Nemoto, Keiichi and Gloor, Peter and Laubacher, Robert},
 title = {Social Capital Increases Efficiency of Collaboration Among Wikipedia Editors},
 booktitle = {Proceedings of the 22Nd ACM Conference on Hypertext and Hypermedia},
 series = {HT '11},
 year = {2011},
 isbn = {978-1-4503-0256-2},
 location = {Eindhoven, The Netherlands},
 pages = {231--240},
 numpages = {10},
 doi = {10.1145/1995966.1995997},
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 publisher = {ACM},
 address = {New York, NY, USA},
}

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  year = {2003},
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}

@Article{newman2001scientific,
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  }

@Article{newman2001,
  Title                    = {Network Effects: Random graphs with
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  Author                   = {M. E. Newman and S. H. Strogatz and and D. J. Watts},
  Journal                  = {Phys. Rev. E Stat. Nonlin Soft Matter Phys},
  Year                     = {2001},
  Number                   = {2},
  Volume                   = {64}
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@InProceedings{OghinaBTR2012,
 author = {Oghina, Andrei and Breuss, Mathias and Tsagkias, Manos and de Rijke, Maarten},
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 booktitle = {Proceedings of the 34th European Conference on Advances in Information Retrieval},
 series = {ECIR'12},
 year = {2012},
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} 

@InProceedings{PapagelisMZ11,
 author = {Papagelis, Manos and Murdock, Vanessa and van Zwol, Roelof},
 title = {Individual Behavior and Social Influence in Online Social Systems},
 booktitle = {Proceedings of the 22Nd ACM Conference on Hypertext and Hypermedia},
 series = {HT '11},
 year = {2011},
 isbn = {978-1-4503-0256-2},
 location = {Eindhoven, The Netherlands},
 pages = {241--250},
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 doi = {10.1145/1995966.1995998},
 acmid = {1995998},
 publisher = {ACM},
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 keywords = {behavior, diffusion, geotagging, influence, social networks},
} 

@Article{park2007social,
  Title                    = {The social network of contemporary popular musicians},
  Author                   = {Park, Juyong and Celma, Oscar and Koppenberger, Markus and Cano, Pedro and Buld{\'u}, Javier M},
  Journal                  = {International Journal of Bifurcation and Chaos},
  Year                     = {2007},
  Number                   = {07},
  Pages                    = {2281--2288},
  Volume                   = {17},
  Publisher                = {World Scientific}
}

@InProceedings{Rebehy2013,
 author = {Rebehy, Sayed and Chung, Kon Shing Kenneth},
 title = {Measuring Performance \&\#38; Interrelatedness in Social Networks of Knowledge Workers},
 booktitle = {Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining},
 series = {ASONAM '13},
 year = {2013},
 isbn = {978-1-4503-2240-9},
 location = {Niagara, Ontario, Canada},
 pages = {910--915},
 numpages = {6},
 doi = {10.1145/2492517.2500330},
 acmid = {2500330},
 publisher = {ACM},
 address = {New York, NY, USA},
}

@Article{schilling2007interfirm,
  Title                    = {Interfirm collaboration networks: The impact of large-scale network structure on firm innovation},
  Author                   = {Schilling, Melissa A and Phelps, Corey C},
  Journal                  = {Management Science},
  Year                     = {2007},
  Number                   = {7},
  Pages                    = {1113--1126},
  Volume                   = {53},
  Publisher                = {INFORMS}
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@Article{singh2011network,
  Title                    = {Network Effects: The Influence of Structural Capital on Open Source Project Success.},
  Author                   = {Singh, Param Vir and Tan, Yong and Mookerjee, Vijay},
  Journal                  = {MIS Quarterly},
  Year                     = {2011},
  Number                   = {4},
  Volume                   = {35},
  Pages                    = {813--829}
}

@Article{stokols2008,
  Title                    = {The science of team science: overview of the field and introduction to the supplement.},
  Author                   = {D Stokols and K.L. Hall and B.K. Taylor and R. Moser },
  Journal                  = {American Journal of Preventive Medicine},
  Year                     = {2008},
  Number                   = {2},
  Pages                    = {77-89},
  Volume                   = {35}
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@Article{szekely2007measuring,
  Title                    = {Measuring and testing dependence by correlation of distances},
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  Journal                  = {The Annals of Statistics},
  Year                     = {2007},
  Number                   = {6},
  Pages                    = {2769--2794},
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  Publisher                = {Institute of Mathematical Statistics}
}

@Article{tseng2004novel,
  Title                    = {Novel approach to multi-functional project team formation},
  Author                   = {Tseng, Tzu-Liang Bill and Huang, Chun-Che and Chu, How-Wei and Gung, Roger R},
  Journal                  = {International Journal of Project Management},
  Year                     = {2004},
  Number                   = {2},
  Pages                    = {147--159},
  Volume                   = {22},
  Publisher                = {Elsevier}
}

@Article{uzzi2005collaboration,
  Title                    = {Collaboration and Creativity: The Small World Problem},
  Author                   = {Uzzi, Brian and Spiro, Jarrett},
  Journal                  = {American journal of sociology},
  Year                     = {2005},
  Number                   = {2},
  Pages                    = {447--504},
  Volume                   = {111},
  Publisher                = {JSTOR}
}

@Article{wasserman2015cross,
  Title                    = {Cross-evaluation of metrics to estimate the significance of creative works},
  Author                   = {Wasserman, Max and Zeng, Xiao Han T and Amaral, Lu{\'\i}s A Nunes},
  Journal                  = {Proceedings of the National Academy of Sciences},
  Year                     = {2015},
  Pages                    = {1281--1286},
  Volume                   = {112},
  Number                   = {5},
  Publisher                = {National Acad Sciences}
}

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  Author                   = {Wi, Hyeongon and Oh, Seungjin and Mun, Jungtae and Jung, Mooyoung},
  Journal                  = {Expert Systems with Applications},
  Year                     = {2009},
  Number                   = {5},
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  Publisher                = {Elsevier}
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@book{west2001introduction,
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@article{mackay1992bayesian,
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@article{newman2001structure,
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@book{gross2005graph,
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@book{newman2010networks,
title={Networks: an introduction},
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year={2010},
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author = {Holland, Paul W. and Leinhardt, Samuel}, 
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@book{mohri2012foundations,
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@inproceedings{aggregation,
 author = {Schuster, Alfons and Dubitzky, Werner and Lopes, Philippe and Adamson, Kenneth and Bell, David A. and Hughes, John G. and White, John A.},
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 booktitle = {Proceedings of the 15th International Joint Conference on Artifical Intelligence - Volume 1},
 series = {IJCAI'97},
 year = {1997},
 isbn = {1-555860-480-4},
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 pages = {252--257},
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 publisher = {Morgan Kaufmann Publishers Inc.},
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}

@inproceedings{laweb,
 author = {Viana, Wladston and Santos, Pedro Onofre and Silva, Ana Paula Couto da and Moro, Mirella M.},
 title = {A Network Analysis on Movie Producing Teams and Their Success},
 booktitle = {Proceedings of the 2014 9th Latin American Web Congress},
 series = {LA-WEB '14},
 year = {2014},
 isbn = {978-1-4799-6953-1},
 pages = {68--76},
 numpages = {9},
 url = {http://dx.doi.org/10.1109/LAWeb.2014.10},
 doi = {10.1109/LAWeb.2014.10},
 acmid = {2708863},
 publisher = {IEEE Computer Society},
 address = {Washington, DC, USA},
 keywords = {Social Networks, Topological and Non-Topological Metrics, Team Success, IMDb},
}

@inproceedings{sac,
 author = {Viana, Wladston and Silva, Ana Paula Couto da and Moro, Mirella M.},
 title = {Pick the Right Team and Make a Blockbuster: a Social Analysis through Movie History},
 booktitle = {Proceedings of the 31th Annual ACM Symposium on Applied Computing},
 series = {SAC '16},
 year = {2016},
 location = {Pisa, Italy},
 publisher = {ACM},
 address = {New York, NY, USA},
 keywords = {Movie Network, Topological Features, Success Prediction},
}

@book{bakker2008entertainment,
  title={Entertainment industrialised: the emergence of the international film industry, 1890-1940},
  author={Bakker, Gerben},
  year={2008},
  publisher={Cambridge University Press}
}

@book{bolstad2013introduction,
  title={Introduction to Bayesian statistics},
  author={Bolstad, William M},
  year={2013},
  publisher={John Wiley \& Sons}
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@article{ASI:ASI23213,
author = {Wasserman, Max and Mukherjee, Satyam and Scott, Konner and Zeng, Xiao Han T. and Radicchi, Filippo and Amaral, Luís A. N.},
title = {Correlations between user voting data, budget, and box office for films in the internet movie database},
journal = {Journal of the Association for Information Science and Technology},
volume = {66},
number = {4},
issn = {2330-1643},
url = {http://dx.doi.org/10.1002/asi.23213},
doi = {10.1002/asi.23213},
pages = {858--868},
keywords = {meta analysis, films (motion pictures), online databases},
year = {2015},
}

@article{pearson,
 jstor_articletype = {research-article},
 title = {Note on Regression and Inheritance in the Case of Two Parents},
 author = {Pearson, Karl},
 journal = {Proceedings of the Royal Society of London},
 jstor_issuetitle = {},
 volume = {58},
 number = {},
 jstor_formatteddate = {1895},
 pages = {pp. 240-242},
 url = {http://www.jstor.org/stable/115794},
 ISSN = {03701662},
 abstract = {},
 language = {English},
 year = {1895},
 publisher = {The Royal Society},
 copyright = {Copyright © 1895 The Royal Society},
}

@article{spearman1904proof,
  title={The proof and measurement of association between two things},
  author={Spearman, Charles},
  journal={The American journal of psychology},
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  number={1},
  pages={72--101},
  year={1904},
  publisher={JSTOR}
}