Ron Kohavi, PhD
I am a Partner-level (top 1%) architect at Microsoft's Online
Services Division. I was previously the General Manager for
Platform, director of data mining and personalization at
Amazon.com, and VP of Business Intelligence at Blue Martini Software.
Check out my Linkedin
profile , resume, publications, and talks.
- Grew data mining and personalization team at Amazon from 50 to 90,
founded and grew the Experimentation Platform team
at Microsoft from scratch to 50 top notch members (full time and contractors),
including six principal-level team members.
- While I have been working in industry
since 1995, I continue to publish sporadically. My h-index, a measure of
productivity and impact of published work, is 44 according to
Google Scholar, with over 20,000 citations to my work. Hirsch,
who proposed the metric, suggested that an h-index of 10-12
is considered a useful guideline for tenure decisions at major
research universities; a value of about 18 could mean a full
professorship; 15-20 could mean a fellowship in the American
- ACM Recommender Systems industry keynote, Sept 2012
Online Controlled Experiments: Introduction, Learnings, and Humbling
Statistics and Powerpoint PPTX.
- Five of my articles are in the top
1,000 most cited articles, including the article Wrappers for
Feature Subset Selection, which is in the top
300 most-cited articles according to CiteSeerX
- I was granted twelve
- MineSet had powerful visualizations of models. Some examples (use
quicktime) include: Evidence visualizer (Naive
Bayes), Decision Table visualizer,
Decision Tree visualizer and powerful
data visualizations including: Scatter
visualizer and Splat visualizer.
- I started the MLC++
project, Machine Learning library in C++, which formed the basis for
SGI's MineSet, then Blue Martini's analytics. Documentation
coding standards, MLC++ coding
standards, and utilities.
- Keynote at EC 10. A
similar keynote at the Analytics Revolution, 2010 was recorded: Online Controlled
Experiments: Listening to the Customers, not to the HiPPO (PDF) (PPTX) (video)
- The paper
Experimentation at Microsoft, 2009, was recognized as top 30
Microsoft ThinkWeek paper and an early version of it won 3rd place at the
Third workshop on Data Mining Case Studies and Practice Prize, 2009.
- Scientific Advisor to Trusted
- Member of Technical Advisory Board, mySimon, 1999-2000 (until they were bought
- General Chair, KDD
Ronny Kohavi is a partner architect in the Online Services
Division at Microsoft. He joined Microsoft in 2005 and founded the
Experimentation Platform team in
2006. He was previously the director of data mining and
personalization at Amazon.com, and
the Vice President of Business Intelligence
at Blue Martini Software,
which went public in 2000, and later acquired by Red Prairie.
Prior to joining Blue Martini, Kohavi managed
MineSet project, Silicon Graphics' award-winning product for data
mining and visualization. He joined Silicon Graphics after
getting a Ph.D. in Machine Learning
from Stanford University, where
he led the
MLC++ project, the Machine
library in C++ used in MineSet and at Blue Martini Software.
received his BA from the Technion,
Israel. He was the General Chair for KDD 2004, co-chair of KDD 99's
industrial track with Jim Gray, and co-chair of the KDD Cup 2000 with Carla
Brodley. He was an invited speaker at the National
Academy of Engineering in 2000, a keynote speaker at PAKDD 2001, an
invited speaker at KDD 2001's industrial track, a keynote speaker at EC 10 (2010) and at
2012. His papers have over
ronnyk@ live dot com