Tonight marks the second presidential debate in election 2012. Many people are thinking about who will perform and who won't, but how many are talking about the architecture of this week's debate? Sounds a bit strange doesn't it; but believe it or not one can apply the principles of Architecture to just about everything and Debate is no exception. What this statement implies is that there is in fact an organized structure behind every debate (despite whatever performances are turned in by the candidates), and several structures if you really think about it:
- The structure of the debate event itself; the rules under which the participants agree to follow (or not as was the case in this year's first presidential debate).
- The structure of each participants core positions or arguments.
- The structure of the attacks by each participant on the others positions or arguments.
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) 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What Keywords will you catch in tonight's debate? |
As we stated in a previous post, Politics are based primarily around information and communication; so it stands to reason that a debate in some sense resembles an information architecture. The determination as to who wins a debate is a fairly subjective exercise; what can be measured perhaps is how "well-architected" their approach (and delivery is). So what does that mean? If we look back at the three main components of Debate Architecture listed above then we might provide some subjective measures based upon:
- Whether the candidate / participant was able to work effectively within the rules; e.g. were they able to provide arguments and responses within the allotted time-frames or did they constantly run over time. Were they able to get their point across within their own sections or did they feel it necessary to interrupt the opponent/s during theirs?
- Did the participants' arguments make sense; either in the context of their political ideology, their platform or the precise questions being posed during the debate (and hopefully across all of these contexts).
- Were the participants able to respond or defuse their opponents' arguments or did the participants simply talk past those - perhaps repeating key phrases or slogans that address the topic generally but not the specific arguments made during that debate.
![](https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg7mqDEp0GV6TAq0FAMvdiHb4pG83wHFEDsACS4MQPv6no5UirTLStpYHoIiC_TX60rfm8WG5xoLSTx29ifJIdmKHg-sD0gtXWxRz1da4NvLb9lyodnetBar74DXWm40Qa98Dx5Pw6xqiU/s640/BidenRyan.jpg) |
How did they do last week? It depends on how you measure it... |
These are just some of the ways we attempt to assess the outcomes of debates. If we were to take it a step further, perhaps we could even diagram some of this out. For example, we might consider that each argument or political theme has multiple dimensions; for example a political one, an economic one and a personal one.
- The Political Dimension – This represents how people view their government as well as political values & philosophies.
- The Economic Dimension – This dimension represents how people view economic policy and philosophy.
- The Personal Dimension – This dimensions captures the personal expectations of constituents as well as a general sense of what the “individual” represents within a society.
Not every argument or issue will span all three of dimensions but surprisingly most of them do. For example, one might think that a social issue ought to reside primarily in the personal dimension but what if part of the argument addresses government regulation of that social issue and another directly affects national or state budgets?
![](https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiSppvzzTcjwRAGPt7ZMyCsWchff0MG5O3j2GyECdTV-3VA3jMcASdl6z_CC-Hgc_jUcfV7Ep_43ZUucFbZnGteS3ISVmtzk0bJp_R1bwXbd_DGGpA1fHZaBETJNhyphenhyphenBI_WYFeyWxI6bt0o/s640/Debate_Architecture_MD.jpg) |
An Ontology can provide an organizing framework for all information associated with a domain |
Arguments can be built using Dimensions at a high level, but what about at the the detail level? That's where having an organized approach to managing a large set of complex and inter-related knowledge comes in very handy. One of the best ways to do that is through use of Ontology (see the illustration above). Who knows whether either candidate will bring their A game tonight - but perhaps the real question is - do they have a game plan?
Copyright 2012, Semantech Inc. All rights Reserved
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