Personal Website for Tom Hayden

Technological Diffusion with Compatibility

About

In the School of Information (Incentive-centered Design) program at Michigan, we have a weekly lecture eries where speakers from Michigan and other universities talk about their current research. We had a few speakers come in from Northwestern this year and talk about their research. Professor Nicole Immorlica presented a paper on technological diffusion with compatibility. Her basic conclusion was that, in networks with compatibility, where an agent can adopt multiple technologies diffusion of superior technology is slower. She gave a few examples of instant messenger programs and language.

This struck me as interesting - in my undergrad work at MSU, I analyzed the telephony industry. In this industry, VoIP (Voice-over-IP) should have already taken the industry over. However, the diffusion of VoIP has been somewhat slow. This is partially due to regulatory and contractual reasons - problems such as E911 and CALEA (regulatory wiretapping regulations). However, despite this, diffusion still seems to be slower than it should be - the compatibility model seems to fit this situation well.

So, for fun, I made a model in NetLogo - A great peice of software that is used to conduct analysis of network growth models and diffusion.

Applet

You should see a java applet below that was constructed from a NetLogo model. To use the applet, first choose how you want to layout the network by clicking the Setup button {preferential attachment or random}. There should be three different colors of nodes: red nodes (Technology A), blue nodes (technology B) and purple nodes (A+B with converter).

powered by NetLogo

view/download model file: tech_diffusion_model.nlogo

Links

My Blog - I finally gave in and created a blog where I can post about whatever I like.

hiphop-networks.com - A website that I built while I was part of a fellowship at Northwestern. The original idea was to use the site to teach social networks to kids and it sort of spawned into it's own awesome probject.

Fun SI Projects

Using Bidding Networks to Search for Exposure in Auctions - Auction 73 Case - This is some work I did in Fall 2008, as a final project for my Networks course at SI. I'm currently trying to see if this is publishable.

Technological Diffusion with Compatibility - This is based off of a model presented at one of Umichigan's STIET lectures this year.