C. Agosti, Facebook tracking exposed, 2018.

E. Altman, P. Kumar, S. Venkatramanan, and A. Kumar, Competition over timeline in social networks, ASONAM, 2013.
URL : https://hal.archives-ouvertes.fr/hal-00917122

R. Baeza-yates, Bias on the web, Communications of the ACM, vol.61, issue.6, pp.54-61, 2018.

E. Bakshy, S. Messing, and L. Adamic, Exposure to ideologically diverse news and opinion on Facebook, Science, vol.348, issue.6239, 2015.

E. Bakshy, C. Itamar-rosenn, L. Marlow, and . Adamic, The Role of Social Networks in Information Diffusion, 2012.

A. Bessi, Personality traits and echo chambers on Facebook, Human Behavior, vol.65, pp.319-324, 2016.

A. Bessi, F. Zollo, M. D. Vicario, M. Puliga, A. Scala et al., Users polarization on Facebook and Youtube, PloS one, vol.11, issue.8, 2016.

T. Bucher, Want to be on the top? Algorithmic power and the threat of invisibility on Facebook. New Media & Society, 2012.

J. Cheng, J. Kleinberg, J. Leskovec, D. Liben-nowell, B. State et al., Do Diffusion Protocols Govern Cascade Growth? Icwsm, 2018.

T. Cruch, Facebook now has 2 billion monthly users, 2017.

M. Dehghan, L. Massoulié, D. Towsley, D. Menasché, and Y. C. Tay, A utility optimization approach to cache design, INFOCOM, 2016.
URL : https://hal.archives-ouvertes.fr/hal-01377841

R. Dhounchak, V. Kavitha, and E. Altman, A viral timeline branching process to study a social network, ITC, 2017.

N. Diakopoulos, Algorithmic accountability reporting: On the investigation of black boxes, Tow Center for Digital Journalism A Tow/Knight Brief, pp.1-33, 2013.

R. Epstein and . Ronald-e-robertson, The search engine manipulation effect (SEME) and its possible impact on the outcomes of elections, Proceedings of the National Academy of Sciences of the United States of America, vol.112, pp.4512-4533, 2015.

Z. Epstein, B. H. Payne, J. H. Shen, A. Dubey, B. Felbo et al., Nick Obradovich, Manuel Cebrián, and Iyad Rahwan. Closing the AI knowledge gap, 2018.

M. Eslami, A. Aleyasen, K. Karahalios, K. Hamilton, and C. Sandvig, Feedvis: A path for exploring news feed curation algorithms, Proceedings of the 18th ACM Conference Companion on Computer Supported Cooperative Work & Social Computing, pp.65-68, 2015.

M. Eslami, K. Karahalios, C. Sandvig, K. Vaccaro, and A. Rickman, Kevin Hamilton, and Alex Kirlik. First I like it, then I hide it: Folk theories of social feeds, Proceedings of the 2016 cHI conference on human factors in computing systems, pp.2371-2382, 2016.

M. Eslami, A. Rickman, K. Vaccaro, A. Aleyasen, A. Vuong et al., , pp.153-162, 2015.

. Facebook, Controlling what you see in news feed, 2017.

. Facebook, Graph api reference, 2018.

S. Garfinkel, J. Matthews, S. S. Shapiro, and J. M. Smith, Toward algorithmic transparency and accountability, Communications of the ACM, vol.60, issue.9, pp.5-5, 2017.

M. Gjoka, M. Kurant, C. T. Butts, and A. Markopoulou, Walking in facebook: A case study of unbiased sampling of OSNs, Proceedings-IEEE INFOCOM, 2010.

B. Jiang, N. Hegde, L. Massoulié, and D. Towsley, How to optimally allocate your budget of attention in social networks, INFOCOM, pp.2373-2381, 2013.
URL : https://hal.archives-ouvertes.fr/hal-00839599

J. Jason, R. M. Jones, E. Bond, D. Bakshy, J. Eckles et al., Social influence and political mobilization: Further evidence from a randomized experiment in the 2012 us presidential election, PloS one, vol.12, issue.4, p.173851, 2017.

F. Kelly, Charging and rate control for elastic traffic, European Transactions on Telecommunications, vol.8, issue.1, pp.33-37, 1997.

J. Kulshrestha, M. Eslami, J. Messias, M. B. Zafar, S. Ghosh et al., Quantifying Search Bias: Investigating Sources of Bias for Political Searches in Social Media. CSCW, pp.417-432, 2017.

Y. Alexandre-reiffers-masson, E. Hayel, and . Altman, Posting behavior dynamics and active filtering for content diversity in social networks, IEEE transactions on Signal and Information Processing over Networks, vol.3, issue.2, pp.376-387, 2017.

E. Pariser, The Filter Bubble: How the New Personalized Web Is Changing What We Read and How We Think, 2011.

A. Reiffers-masson, E. Hargreaves, E. Altman, W. Caarls, and D. Menasché, Timelines are Publisher-Driven Caches, SIGMETRICS PER, vol.44, pp.26-29, 2016.
URL : https://hal.archives-ouvertes.fr/hal-01327681

C. Sandvig, K. Hamilton, K. Karahalios, and C. Langbort, Auditing Algorithms: Research Methods for Detecting Discrimination, Intl. Comm. Assoc, pp.1-20, 2014.

M. Sleeper, R. Balebako, S. Das, A. L. Mcconahy, J. Wiese et al., The post that wasn't: exploring self-censorship on facebook, Proceedings of the 2013 conference on Computer supported cooperative work, p.793, 2013.

S. Tan, R. Caruana, G. Hooker, and Y. Lou, Detecting Bias in Black-Box Models Using Transparent Model Distillation, 2017.

J. Ugander, B. Karrer, L. Backstrom, and C. Marlow, The Anatomy of the Facebook Social Graph, 2011.