Word doc and PDF of blog post "Long Tail Research and the Rise of Social Machines" posted 27 July 2012 by David De Roure on http://www.scilogs.com/eresearch/social-machines/ This is a position piece for the "Big Data and Long Tails" workshop organised by the Institute for Computing in Science, July 29 2012, Park city, Utah.