Rick Barber
I am a first year Master's student in the
computer science department at Stanford University working in the
InfoLab
with
Jure Leskovec.
I recently finished my undergrad at the University of Illinois where I studied computer science and worked with the
Data Mining Research Group
under the direction of
Jiawei Han studying information and social networks and
Tim Weninger studying networks as well as web structure mining.
My primary research interest is studying social and information networks, but I have interests within data mining, machine learning, and bioinformatics.
Besides my research interest in the computational aspects network science, I have at least two goals for shaping the culture of the field:
One is to see the field
break out of the "computational social science" box that almost all of the celebrated results are confined within. Everyone loves to include beautiful slides with complex
metabolic networks in presentations to nonexperts, for instance, but the proportion of actual results not covering some phenomenological aspect of whatever social network is hot at the time--fascinating
as many of these results are--is disappointingly low.
Secondly, due to the power of the network paradigm, more and more fields are investigating many of the same questions in parallel, in some cases with little awareness of one another.
Thus, I am committed to increasing cross-pollination of ideas between disciplines like physics (physics of networks, statistical mechanics), some areas of mathematics (random matrix theory, stochastic dynamical systems),
systems biologists and mathematical biologists, control theory and the social sciences by incorporating viewpoints from these fields into my own work.
Education
Stanford University
- Master's in Computer Science underway
- Specialization in Artificial Intelligence and Biocomputation
B.S. in Engineering from University of Illinois at Urbana Champaign (Fall 2008 - Spring 2011)
- Major: Computer Science with concentration in Data Mining and Artificial Intelligence
- Minor: Mathematics
- GPA: 4.0
- Awards: LTC Paul F. Drake Undergraduate Award, CW Gear Oustanding Undergraduate Award
Research/Academic Work
InfoLab
(Summer 2011 - Present)
Studying social and information networks under
Jure Leskovec
Data Mining Research Group
(Summer 2010 - Summer 2011)
Working on novel approaches to several problems in web mining as well as information networks. Both guided and independent research under the direction of
Tim Weninger
and
Prof. Jiawei Han
Data Sciences Summer Institute (Summer 2010)
Worked as a research fellow in an intensive program which consisted of a classroom and project component. Work was focused in the areas of data mining, machine learning, information retrieval, and computer vision.
Center for Simulation of Advanced Rockets (Summer 2009 - Summer 2010)
Research consisted mostly of work on massive 3d triangulated surface meshes with
Eric Shaffer. In particular,
we studied feature detection, mesh optimization methods, and visualization of functions all implemented as in-house C++ libraries.
Publications
- The Formation of Links in Heterogeneous Networks
Rick Barber. Undergraduate Thesis UIUC, 2011
- Co-Author Relationship Prediction in Heterogeneous Bibliographic Networks
Yizhou Sun, Rick Barber, Manish Gupta, Charu Aggarwal, Jiawei Han
Advances in Social Networks Analysis and Mining Conf. (ASONAM'11). Kaohsiung, Taiwan, Jul. 2011
- Growing Parallel Paths for Entity-Page Discovery
Tim Weninger, Fabio Fumarola, Cindy Xide Lin, Rick Barber, Jiawei Han, Donato Malerba
Int. World Wide Web Conf. (WWW'11), Hyderabad, India, Mar. 2011.
- Unexpected Results in Automatic List Extraction on the Web
Tim Weninger, Fabio Fumarola, Rick Barber, Jiawei Han, Donato Malerba
SIGKDD Explorations. volume 12, number 2. ACM, 2010.
- HyLiEn: A Hybrid Approach to General List Extraction on the Web
Fabio Fumarola, Tim Weninger, Rick Barber, Donato Malerba, Jiawei Han
Int. World Wide Web Conf. (WWW'11), Hyderabad, India, Mar. 2011.
-
Extracting General Lists from Web Documents: A Hybrid Approach
Fabio Fumarola, Tim Weninger, Rick Barber, Donato Malerba, Jiawei Han
Int. Conf. on Industrial, Eng. and Other Applications of Applied Intel. Sys. (IEA/AIE'11), Syracuse, New York, USA, Mar. 2011.
Work
Robotex Inc, Palo Alto, California (2007)
Contact:
Adam Gettings
Physical modeling for PK1 and PK2 6-wheeled robotic platforms
Math Resource Center, Godfrey, IL (2007-2008)
Contact:
Linda Fassero
Tutoring Precalculus, Calculus, and Differential Equations
Coursework
To see a detailed course history click
here.
Hobbies and Other Interests
Click
here for all of that