Category Archives: Network Analysis

Duncan Watts: Small World Networks, Epidemics, Cascades, and Innovation

Duncan Watts wrote a terrific introduction to social network analysis (SNA) in 2003 called “Six Degrees: The Science of a Connected Age”. In the book, Watts describes the mathematical origins of SNA and the role of “small world networks” in epidemics, cascades, and innovation.

Epidemic modeling can be used to model not only the outbreak of diseases like SARS, but also the diffusion of an innovation. One interesting point that Watts raises is that “on a small-world network, the key to explosive growth of a disease is the shortcuts.” This leads me to ask what shortcuts exist between an innovator and a market. Is there a way to make the diffusion of an innovation more efficient?

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Himanen’s “Hacker Ethic”

To define my “hacker”, I picked up a copy of Pekka Himanen’s “The Hacker Ethic.” I wanted to know who my hacker is and how I could bound the definition. The book is a beautiful description of the relationship between the hacker culture that rose out of the early sixties (Torvalds, Wozniak, Raymond, et. al) and the Protestant ethic described in Max Weber’s “The Protestant Ethic and the Spirit of Capitalism.” Himanen takes us through the origin of the Protestant ethic as an evolution from a promise of “Sunday,” where Heaven is “a paradise of life without doing anything,” to striving for “Friday,” when we celebrate our hard, pain-filled work from the week. He concludes that hackers are more drawn to “Sunday” than to “Friday”, except that paradise is realizing the hacker’s passion while recognizing that this passion “may not be sheer joyful play in all its aspects.”

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Visualizing Common Connections in LinkedIn Networks

I am fascinated by LinkedIn’s new inMaps feature.

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Hacker Meet Entrepreneur

A lot has happened since my last post on this blog over a year ago. I graduated from UC Berkeley with a Master of Information Management and Systems and certificate in the Management of Technology. I became a strategy and management consultant. I began and ended a startup that used computer vision and augmented reality to help consumers make wiser purchasing decisions. Throughout it all, I met incredible people, explored outlandish ideas, and gained a ton of knowledge. And I came away with a theory.

Hackers and entrepreneurs catalyze through the marriage of their networks. Hackers, or creators, are able to reach a broad market that values their intellectual property through the entrepreneurs, or organizers, that recognize value in their creation.

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