references.bib

@article{granovetter2005impact,
  title={The impact of social structure on economic outcomes},
  author={Granovetter, Mark},
  journal={Journal of economic perspectives},
  pages={33--50},
  year={2005},
  publisher={American Economic Association}
}

@article{maertens2013measuring,
  title={Measuring social networks' effects on agricultural technology adoption},
  author={Maertens, Annemie and Barrett, Christopher B},
  journal={American Journal of Agricultural Economics},
  volume={95},
  number={2},
  pages={353--359},
  year={2013},
  publisher={Oxford University Press}
}

@article{luckman2013aura,
  title={The aura of the analogue in a digital age: Women’s crafts, creative markets and home-based labour after Etsy},
  author={Luckman, Susan},
  journal={Cultural Studies Review},
  volume={19},
  number={1},
  pages={249--70},
  year={2013}
}

@inproceedings{sastry2015predicting,
  title={Predicting Pinterest: Organising the World's Images with Human-machine Collaboration},
  author={Sastry, Nishanth},
  booktitle={Proceedings of the 24th International Conference on World Wide Web Companion},
  pages={1065--1065},
  year={2015},
  organization={International World Wide Web Conferences Steering Committee}
}

@inproceedings{chang2014specialization,
  title={Specialization, homophily, and gender in a social curation site: Findings from pinterest},
  author={Chang, Shuo and Kumar, Vikas and Gilbert, Eric and Terveen, Loren G},
  booktitle={Proceedings of the 17th ACM conference on Computer supported cooperative work \& social computing},
  pages={674--686},
  year={2014},
  organization={ACM}
}


@inproceedings{gilbert2013need,
  title={I need to try this?: a statistical overview of pinterest},
  author={Gilbert, Eric and Bakhshi, Saeideh and Chang, Shuo and Terveen, Loren},
  booktitle={Proceedings of the SIGCHI conference on human factors in computing systems},
  pages={2427--2436},
  year={2013},
  organization={ACM}
}


@article{scikit-learn,
	Author = {Pedregosa, F. and Varoquaux, G. and Gramfort, A. and Michel, V. and Thirion, B. and Grisel, O. and Blondel, M. and Prettenhofer, P. and Weiss, R. and Dubourg, V. and Vanderplas, J. and Passos, A. and Cournapeau, D. and Brucher, M. and Perrot, M. and Duchesnay, E.},
	Date-Added = {2015-10-18 03:21:57 +0000},
	Date-Modified = {2015-10-18 03:21:57 +0000},
	Journal = {Journal of Machine Learning Research},
	Pages = {2825--2830},
	Title = {Scikit-learn: Machine Learning in {P}ython},
	Volume = {12},
	Year = {2011}}
	
@TechReport{jegadeesh2009analysts,
  author={Narasimhan Jegadeesh and Woojin Kim},
  title={{Do Analysts Herd? An Analysis of Recommendations and Market Reactions}},
  year=2007,
  month=Jan,
  institution={National Bureau of Economic Research, Inc},
  type={NBER Working Papers},
  url={https://ideas.repec.org/p/nbr/nberwo/12866.html},
  number={12866},
  keywords={},
  doi={},
}

@article{clement2005financial,
	Author = {Clement, Michael B and Tse, Senyo Y},
	Journal = {The Journal of finance},
	Number = {1},
	Pages = {307--341},
	Publisher = {Wiley Online Library},
	Title = {Financial analyst characteristics and herding behavior in forecasting},
	Volume = {60},
	Year = {2005}}

@incollection{ron2014did,
	Author = {Ron, Dorit and Shamir, Adi},
	Booktitle = {Financial Cryptography and Data Security},
	Pages = {3--15},
	Publisher = {Springer},
	Title = {How Did Dread Pirate Roberts Acquire and Protect His Bitcoin Wealth?},
	Year = {2014}}

@incollection{bonneau2014mixcoin,
	Author = {Bonneau, Joseph and Narayanan, Arvind and Miller, Andrew and Clark, Jeremy and Kroll, Joshua A and Felten, Edward W},
	Booktitle = {Financial Cryptography and Data Security},
	Pages = {486--504},
	Publisher = {Springer},
	Title = {Mixcoin: Anonymity for Bitcoin with accountable mixes},
	Year = {2014}}

@inproceedings{ben2014zerocash,
	Author = {Ben Sasson, Eli and Chiesa, Alessandro and Garman, Christina and Green, Matthew and Miers, Ian and Tromer, Eran and Virza, Madars},
	Booktitle = {Security and Privacy (SP), 2014 IEEE Symposium on},
	Organization = {IEEE},
	Pages = {459--474},
	Title = {Zerocash: Decentralized anonymous payments from Bitcoin},
	Year = {2014}}

@article{bakker2010social,
	Author = {Bakker, Laurens and Hare, Warren and Khosravi, Hassan and Ramadanovic, Bojan},
	Journal = {Physica A: Statistical Mechanics and its Applications},
	Number = {6},
	Pages = {1223--1229},
	Publisher = {Elsevier},
	Title = {A social network model of investment behaviour in the stock market},
	Volume = {389},
	Year = {2010}}

@article{zhao2014analysis,
	Author = {Zhao, Zheng and Zhang, YongJie and Feng, Xu and Zhang, Wei},
	Journal = {Physica A: Statistical Mechanics and its Applications},
	Pages = {116--124},
	Publisher = {Elsevier},
	Title = {An analysis of herding behavior in security analysts' networks},
	Volume = {413},
	Year = {2014}}

@article{moinas2013bubble,
	Author = {Moinas, Sophie and Pouget, Sebastien},
	Journal = {Econometrica},
	Number = {4},
	Pages = {1507--1539},
	Publisher = {Wiley Online Library},
	Title = {The Bubble Game: An Experimental Study of Speculation},
	Volume = {81},
	Year = {2013}}

@inproceedings{meiklejohn2013fistful,
	Author = {Meiklejohn, Sarah and Pomarole, Marjori and Jordan, Grant and Levchenko, Kirill and McCoy, Damon and Voelker, Geoffrey M and Savage, Stefan},
	Booktitle = {Proceedings of the 2013 conference on Internet measurement conference},
	Organization = {ACM},
	Pages = {127--140},
	Title = {A fistful of bitcoins: characterizing payments among men with no names},
	Year = {2013}}

@inproceedings{soska2015measuring,
	Author = {Soska, Kyle and Christin, Nicolas},
	Booktitle = {Proceedings of the 24th USENIX Conference on Security Symposium},
	Organization = {USENIX Association},
	Pages = {33--48},
	Title = {Measuring the longitudinal evolution of the online anonymous marketplace ecosystem},
	Year = {2015}}

@article{abolafia1988enacting,
	Author = {Abolafia, Mitchel Y and Kilduff, Martin},
	Journal = {Administrative Science Quarterly},
	Pages = {177--193},
	Publisher = {JSTOR},
	Title = {Enacting market crisis: The social construction of a speculative bubble},
	Year = {1988}}

@article{earl2007decision,
	Author = {Earl, Peter E and Peng, Ti-Ching and Potts, Jason},
	Journal = {Journal of Economic Psychology},
	Number = {3},
	Pages = {351--364},
	Publisher = {Elsevier},
	Title = {Decision-rule cascades and the dynamics of speculative bubbles},
	Volume = {28},
	Year = {2007}}

@article{harras2011grow,
	Author = {Harras, Georges and Sornette, Didier},
	Journal = {Journal of Economic Behavior \& Organization},
	Number = {1},
	Pages = {137--152},
	Publisher = {Elsevier},
	Title = {How to grow a bubble: A model of myopic adapting agents},
	Volume = {80},
	Year = {2011}}

@article{dufwenberg2005bubbles,
	Author = {Dufwenberg, Martin and Lindqvist, Tobias and Moore, Evan},
	Journal = {American Economic Review},
	Pages = {1731--1737},
	Publisher = {JSTOR},
	Title = {Bubbles and experience: An experiment},
	Year = {2005}}

@book{garber2001famous,
	Author = {Garber, Peter M},
	Publisher = {mit Press},
	Title = {Famous first bubbles: The fundamentals of early manias},
	Year = {2001}}

@book{barron2007speculative,
	Author = {Barron, Martin},
	Publisher = {Stony Brook Sociology PhD Thesis},
	Title = {Speculative bubbles and the dot-com era},
	Year = {2007}}

@article{temin2004riding,
	Author = {Temin, Peter and Voth, Hans-Joachim},
	Journal = {American Economic Review},
	Number = {5},
	Title = {Riding the south sea bubble},
	Volume = {94},
	Year = {2004}}

@inproceedings{cosma2008,
	Author = {Shalizi, Cosma Rohilla},
	Booktitle = {AAAI Spring Symposium: Social Information Processing},
	Pages = {87--92},
	Title = {Social Media as Windows on the Social Life of the Mind.},
	Year = {2008}}

@book{KleinbergNetworks,
	Address = {New York, NY, USA},
	Author = {David, Easley and Jon, Kleinberg},
	Isbn = {0521195330, 9780521195331},
	Publisher = {Cambridge University Press},
	Title = {Networks, Crowds, and Markets: Reasoning About a Highly Connected World},
	Year = {2010}}

@article{igraph,
	Author = {Gabor Csardi and Tamas Nepusz},
	Journal = {InterJournal},
	Pages = {1695},
	Title = {The igraph software package for complex network research},
	Url = {http://igraph.org},
	Volume = {Complex Systems},
	Year = {2006},
	Bdsk-Url-1 = {http://igraph.org}}

@inproceedings{KleinbergBalance,
	Author = {Romero, Daniel Mauricio and Meeder, Brendan and Barash, Vladimir and Kleinberg, Jon M},
	Booktitle = {ICWSM},
	Title = {Maintaining Ties on Social Media Sites: The Competing Effects of Balance, Exchange, and Betweenness.},
	Year = {2011}}
	
@ARTICLE{ElasticNet,
    author = {Hui Zou and Trevor Hastie},
    title = {Regularization and variable selection via the Elastic Net},
    journal = {Journal of the Royal Statistical Society, Series B},
    year = {2005},
    volume = {67},
    pages = {301--320}
}

@article{Granovetter-outcomes,
 ISSN = {08953309},
 URL = {http://www.jstor.org/stable/4134991},
 author = {Mark Granovetter},
 journal = {The Journal of Economic Perspectives},
 number = {1},
 pages = {33-50},
 publisher = {American Economic Association},
 title = {The Impact of Social Structure on Economic Outcomes},
 volume = {19},
 year = {2005}
}

@article {Garcia-bitcoin,
	author = {Garcia, David and Schweitzer, Frank},
	title = {Social signals and algorithmic trading of Bitcoin},
	volume = {2},
	number = {9},
	year = {2015},
	doi = {10.1098/rsos.150288},
	publisher = {The Royal Society},
	journal = {Royal Society Open Science}
}