Lumifer comments on What are your contrarian views? - Less Wrong

10 Post author: Metus 15 September 2014 09:17AM

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Comment author: Lumifer 19 September 2014 04:12:14PM 2 points [-]

Computational Social Science

The definitions that I found are very wide and very fuzzy, and, essentially, boil down to "social science but with computers!". Is it, basically, statistics (which nowadays is often called by the fancier name of "data science")?

Comment author: AABoyles 19 September 2014 05:09:08PM 0 points [-]

I doubt you can find a widely-acceptable definition of Data Science which is any less fuzzy. Computational Social Science (CSS) is a subset of Data Science. Take Drew Conway's Data Science Venn Diagram: If your Substantive Expertise is a Social Science, you're doing Computational Social Science.

Statistics is an important tool in CSS, but it doesn't cover the other types of modeling we do: Agent-Based, System Dynamic, and Algorithmic Game Theoretic to name a few.

Comment author: Lumifer 19 September 2014 05:27:10PM 1 point [-]

Computational Social Science (CSS) is a subset of Data Science.

Ah, I see, so you're coming from that direction.

But let me ask a different question -- in what kind of business you're in? Are you in the business of making predictions? in the business of constructing explanations of how the world works? in the business of coming up with ways to manipulate the world to achieve desired ends?

Comment author: AABoyles 19 September 2014 06:05:49PM 0 points [-]

I'm in the business of modeling. I do all three of those tasks, but the emphasis is definitely on the last.

Comment author: ChristianKl 19 September 2014 07:37:01PM 1 point [-]

Could you give examples of successful interventions that you field has come up with, that wouldn't otherwise have been put into practice?

Comment author: AABoyles 19 September 2014 08:03:13PM 0 points [-]

Nope! Not to say that an intervention proposed by a computational social model has never influenced policy in real life--I just don't know of any examples. That said, I'm workin' on it.