Saturday, September 21, 2013

How algorithms are impacting our lives-A reflection

Referring to Vries (2010) I reflect on how algorithms are increasingly impacting our lives, online and offline.

By Nicole Frances Clark, 
University of Canberra Australia

Vries (2010) extensively discusses the pragmatic use of algorithms in today’s society.  He argues that, the structure and definition of ‘the self’, and contentions about the validity of self, are understood as being both conjunctive and disjunctive- where identity is terminalised as being united and separated and concluded at being ‘I’ and ‘we’. Therefore, to conceives one’s self  is to understand and validate contextual placement of one’s self in society. Vries (2010) explains-such contextual placement is solidified by the arbitrary constants of algorithmic calculations. He argues we can deduce from these calculations, indistinct representations of ourselves to both our peers and to the notion of ‘the self’ concept.

In light of this, I notice significant parallels towards my own life, where I too can observe algorithmic calculations making informed and explicit decisions about my own identity and the preferences I continue to make.  In hindsight, this paper will therefore reflect how the use of algorithms impact daily life in both an online and offline setting.

Algorithms exist in the form of ambient intelligence and such technology is rampant in a networked setting. In an online environment mathematical and computer generated responses profile according to an input of past data of an individual’s behaviour- which ultimately determines a user appropriate preference (Bohn et al, 2004).  For instance, certain programs on my smart phone computer make suggestions about my previous online selections.  Crammer et al, (2006) describes, algorithms in an online setting make predictions about an individual’s preferences and receive constant feedback that indicate a perceived correct outcome.  For example, my preferential behaviour in an online setting where I am purchasing documentaries on Ebay, has lead to algorithms suggesting that I purchase items of similar and or equal value to the ones I have browsed or purchased previously.  Kaci and Torre (2005), agree that by doing this, an algorithm has calculated a suggestion based on a previous preferential basis. 

Algorithms, likely impact the offline setting too. Individuals are aware of the things they like and dislike and therefore are on a daily basis, bombarded with anticipations towards mathematically derived preferences.  Hence, algorithms also considerably effect individual decisions in an offline setting.  Vries (2010), emphasises, algorithms are everywhere and they determine predisposed outcomes of a mathematical nature in many avenues of daily life. The choices that individuals face impact daily life. For instance, if I want to vacuum my house I can choose to do so, however due to the magnitude of choice and technology in today’s society- a mathematically derived system implanted into the mechanics of a robot allows me to change the dynamics of choice.  That is, a robotic system is able to configure multiple outcomes in distinct mathematical sequences that map junctures in my living room to both vacuum and avoid obstructions (such as ledges), simultaneously, (Wong and McDonald, 2003). Forlizzie (2007), explains through a sequence of events, a robotic vacuum determines the spatial indifference between the environment in which it operates and the obstacles present. She argues, in this way, robotic vacuums have influenced the dynamics of human life-social behaviour and choice. In this way, we can emphasize the clear compounding influence that algorithms are contributing to everyday life- specifically within the offline setting.


To conclude, the prevalence and the use of algorithms in modern day society influence the choices of us as humans. It can be concluded that, algorithms significantly contribute to various aspects in human life and their availability transcends to many avenues, each dependent on the decisions made by the ‘self’. They are numerous, as well as being attributable to many aspects of human life- indefinitely impacting an online and offline environment.  

Crammer, K., Dekel, O., Keshet, J., Shalev-Shwartz, S., Singer, Y.: Online passive aggressive algorithms. Journal of Machine Learning Research , (2006)

Forlizzi, Jodi, "How Robotic Products Become Social Products: An Ethnographic Study of Cleaning in the House" (2007). HumanComputer Interaction Institute.Paper 40

J. Bohn, V. Coroama, M. Langheinrich, F. Mattern, and M. Rohs. Social, economic and ethical implications of ambient intelligence and ubiquitous computing. In W. Weber, J. Rabaey, and E. Aarts, editors, Ambient Intelligence, pages 5{29. Springer, 2005.

Kaci, S. & Van der Torre, L. 2005, "Algorithms for a Nonmonotonic Logic of Preferences", Centre de Recherche en Informatique de Lens, vol. Rue de l’Universite.

S. Wong and B. MacDonald, “A topological coverage algorithm for mobile robots,” in Proc. IEEE/RSJ Int. Conf. Intelligent Robots and Systems, Las Vegas, NV, Oct. 2003, p.2.

Vries,K. (2010).Identity, profiling algorithms and a world of ambient intelligence. Ethics and Information Technology, 12 (1), 71-85. 


*Notice*, The text and images in this post is the property of Nicole Clark- all work written and edited.