Adobe Blog. (2018). Are Humans Making AI Biased?. [online] Available at: [Accessed 22 Feb. 2019].

Alcine, J. (2015). [online] Available at: [Accessed 24 Feb. 2019].

Anderson, R. (2002). Security in open versus closed systems—the dance of Boltzmann, Coase and Moore. Technical report, pp.1-15.

Arnold, M. (2018). Combining conscious and unconscious knowledge within human-machine-interfaces to foster sustainability with decision-making concerning production processes. Journal of Cleaner Production, 179, pp.581-592.

Atkins, B. (2019). Where Did All The Female CEOs Go?. [online] Available at: [Accessed 19 Feb. 2019].

Beaman, L., Chattopadhyay, R., Duflo, E., Pande, R. and Topalova, P. (2008). Powerful Women: Does Exposure Reduce Bias?. SSRN Electronic Journal.

Biswas, M. and Murray, J. (2017). The effects of cognitive biases and imperfectness in long-term robot-human interactions: Case studies using five cognitive biases on three robots. Cognitive Systems Research, 43, pp.266-290.

Black, E. (2003). War Against the Weak: Eugenics and America's Campaign to Create a Master Race. Perspectives in History, 20, pp.77-80.

Brainerd, C., Stein, L. and Reyna, V. (1998). On the development of conscious and unconscious memory. Developmental Psychology, 34(2), pp.342-357.

Brown, D. (2018). Google diversity annual report. [online] Available at: [Accessed 25 Feb. 2019].

Buolamwini, J. (2016). Code4Rights, Code4All | Joy Buolamwini | TEDxBeaconStreet. [video] Available at: [Accessed 19 Feb. 2019].

Buolamwini, J. and Gebru, T. (2018). Gender Shades: Intersectional Accuracy Disparities in Commercial Gender Classification. In: Conference on Fairness, Accountability, and Transparency. pp.77-91.

Chang, A., Posner, J. and Lee, D. (2019). American segregation, mapped at day and night. [online] YouTube. Available at: [Accessed 25 Feb. 2019].

Cole, S. (2018). Amazon Pulled the Plug on an AI Recruitment Tool That Was Biased Against Women. [online] Motherboard. Available at: [Accessed 28 Feb. 2019].

Cooper, S. (2018). Honest Diversity in Tech Report. [online] The Cooper Review. Available at: [Accessed 25 Feb. 2019].

Crawford, A. (2019). Instagram 'helped kill my daughter'. [online] BBC News. Available at: [Accessed 23 Feb. 2019].

Cunningham, F. (1988). Democratic theory and socialism. Cambridge: Cambridge University Press.

Curtis, S. (2019). Google Photos labels black people as 'gorillas'. [online] Available at: [Accessed 24 Feb. 2019].

Darwin, C. (1906). The origin of species. London: John Murray, p.109.

DeepMind. (2019). DeepMind. [online] Available at: [Accessed 22 Feb. 2019].

Dey, M. and Rautaray, S. (2014). Study and Analysis of Data mining Algorithms for Healthcare Decision Support System. International Journal of Computer Science and Information Technologies, 5(1), pp.470-477.

Eagleton, T. (1991). Ideology ; An Introduction. Verso.

Elster, J. (2019). Belief, bias, and ideology. In: M. Hollis and S. Lukes, ed., Rationality and Relativism. Oxford: Basil Blackwell, pp.123-148.

Ensign, D., Friedler, S., Neville, S., Scheidegger, C. and Venkatasubramanian, S. (2018). Runaway Feedback Loops in Predictive Policing. Conference on Fairness, Accountability and Transparency, 1, pp.1-12.

Facebook. (2018). Data Policy. [online] Available at: [Accessed 23 Feb. 2019]. (2019). FAT ML. [online] Available at: [Accessed 28 Feb. 2019].

Freud, S. and Rieff, P. (2008). General psychological theory. New York: Touchstone.

Gertz, N. (2018). Nihilism and technology. London: Rowman & Littlefield.

Future of Life Institute. (2018). AI Open Letter - Future of Life Institute. [online] Available at: [Accessed 28 Feb. 2019].

GOV.UK. (2019). When code should be open or closed. [online] Available at: [Accessed 22 Feb. 2019].

Haselton, M., Nettle, D. and Andrews, P. (2005). The handbook of evolutionary psychology. 1st ed. New Jersey: John Wiley & Sons, pp.724 - 746.

Haskins, C. (2019). Academics Confirm Major Predictive Policing Algorithm is Fundamentally Flawed. [online] Motherboard. Available at: [Accessed 27 Feb. 2019].

Hern, A. and Pegg, D. (2018). Facebook fined for data breaches in Cambridge Analytica scandal. [online] The Guardian. Available at: [Accessed 23 Feb. 2019].

Jost, J. and Banaji, M. (1994). The role of stereotyping in system-justification and the production of false consciousness. British Journal of Social Psychology, 33(1), pp.1-27.

Jung, C. and Hull, R. (2014). The archetypes and the collective unconscious. London: Routledge.

Keates, S. and Clarkson, P. (2002). Countering design exclusion through inclusive design. ACM SIGCAPH Computers and the Physically Handicapped, (73-74), p.69.

Knafo, S. (2013). When It Comes To Illegal Drug Use, White America Does The Crime, Black America Gets The Time. [online] Available at: [Accessed 26 Feb. 2019].

Li, F. (2015). How we're teaching computers to understand pictures. [online] Available at: [Accessed 24 Feb. 2019].

Little, A., Burt, D., Penton-Voak, I. and Perrett, D. (2001). Self-perceived attractiveness influences human female preferences for sexual dimorphism and symmetry in male faces. Proceedings of the Royal Society of London. Series B: Biological Sciences, 268(1462), pp.39-44.

Lozano, R. (2013). A Holistic Perspective on Corporate Sustainability Drivers. Corporate Social Responsibility and Environmental Management, 22(1), pp.32-44.

Lum, K. and Isaac, W. (2016). To predict and serve?. Significance, 13(5) pp.14-19.

Meyerson, D. (1991). False consciousness. Oxford: Clarendon Press.

Moore, G. (2006). Progress in digital integrated electronics [Technical literaiture, Copyright 1975 IEEE. Reprinted, with permission. Technical Digest. International Electron Devices Meeting, IEEE, 1975, pp. 11-13.]. IEEE Solid-State Circuits Society Newsletter, 11(3), pp.36-37.

Muller, M. and Wrangham, R. (2009). Sexual coercion in primates and humans. 1st ed. Cambridge, Mass.: Harvard University Press.

Nielsen, M. (2015). Neural Networks and Deep Learning. [online] Available at: [Accessed 24 Feb. 2019].

Nunn, S. (2001). Police technology in cities: changes and challenges. Technology in Society, 23(1), pp.11-27.

O'Neil, C. (2018). Weapons of math destruction. [London]: Penguin Books, pp.1-13, 24-27, 50-68.

Oxford dictionary of English. (2005). Oxford: Oxford University Press.

Pearsall, B. (2010). Predictive Policing: The Future of Law Enforcement?. National Institute of Justice Journal, 266(1), pp.16-19.

PredPol. (2018). Proven Results of our Predictive Policing Software | PredPol. [online] Available at: [Accessed 26 Feb. 2019].

PredPol. (2019). Law Enforcement | PredPol Law Enforcement Intelligence Led Policing Software | PredPol Law Enforcement Intelligence Led Policing Software. [online] Available at: [Accessed 26 Feb. 2019].

Pretz, K. (2017). Keeping Bias From Creeping Into Code. [online] The Institute. Available at: [Accessed 22 Feb. 2019].

Rainie, L. and Anderson, J. (2017). About this canvassing of experts. [online] Pew Research Center: Internet, Science & Tech. Available at: [Accessed 23 Feb. 2019].

Rainie, L. and Anderson, J. (2017). Experts on the Pros and Cons of Algorithms. [online] Pew Research Center: Internet, Science & Tech. Available at: [Accessed 23 Feb. 2019]. (2013). Largest neuronal network simulation achieved using K computer. [online] Available at: [Accessed 23 Feb. 2019].

Rodgers, S. (2018). Facebook's New Patent Can Tell Who Users Live With. [online] Available at: [Accessed 23 Feb. 2019]. (2019). The IEEE Global Initiative on Ethics of Autonomous and Intelligent Systems. [online] Available at: [Accessed 22 Feb. 2019].

Suresh, H. and Guttag, J. (2019). A Framework for Understanding Unintended Consequences of Machine Learning. [online] Available at: [Accessed 19 Feb. 2019].

Szczodrak, M. and Czyżewski, A. (2017). Evaluation of Face Detection Algorithms for the Bank Client Identity Verification. Foundations of Computing and Decision Sciences, 42(2), pp.137-148.

Thomas, K. (2016). The diverse talent pool exists. Facebook just isn't hiring us.. [online] Available at: [Accessed 25 Feb. 2019].

Trivers, R. (1972). In: B. Campbell, ed., Sexual Selection and the Descent of Man. Chicago: Aldine-Atherton, pp.136-179.

Tyson, G., Perta, V., Haddadi, H. and Seto, M. (2016). A first look at user activity on Tinder. ASONAM '16 Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 1, pp.461-466.

Uspenskii, V. (2019). Algorithm. [online] Available at: [Accessed 21 Feb. 2019].

Varetto, F. (1998). Genetic algorithms applications in the analysis of insolvency risk. Journal of Banking & Finance, 22(10-11), pp.1421-1439.

Voigt, R., Camp, N., Prabhakaran, V., Hamilton, W., Hetey, R., Griffiths, C., Jurgens, D., Jurafsky, D. and Eberhardt, J. (2017). Language from police body camera footage shows racial disparities in officer respect. Proceedings of the National Academy of Sciences, 114(25), pp.6521-6526.

Wachter-Boettcher, S. (2017). Technically Wong. [Place of publication not identified]: W W NORTON & COMPANY, pp.22-25,133-135,136,146,149.

Weise, E. and Guynn, J. (2014). Tech jobs: Minorities have degrees, but don't get hired. [online] Available at: [Accessed 25 Feb. 2019].

Wells, G. (2019). Facebook Blames Lack of Available Talent for Diversity Problem. [online] WSJ. Available at: [Accessed 25 Feb. 2019].

Winston, A. (2018). Transparency Advocates Win Release of NYPD “Predictive Policing” Documents. [online] The Intercept. Available at: [Accessed 27 Feb. 2019].

Wright, G. and Goodwin, P. (2002). Eliminating a framing bias by using simple instructions to ‘think harder’ and respondents with managerial experience: comment on ‘breaking the frame’. Strategic Management Journal, 23, pp.1059-1067.

Zunger, Y. (2015). [online] Available at: [Accessed 24 Feb. 2019].