Difference between revisions of "Proposal 2nd Draft Nitin Yandong Ming Yanbo"
From Cohen Courses
Jump to navigationJump to search| Line 23: | Line 23: | ||
'''Who to collaborate with?''' | '''Who to collaborate with?''' | ||
* Given a professor's name and his/her research topic, we want the computer to list the most possible researchers for him/her to collaborate. | * Given a professor's name and his/her research topic, we want the computer to list the most possible researchers for him/her to collaborate. | ||
| − | * This can be stated as <math>argmax_{a_r}P(a_r,r=co-author|a,z)</math> | + | * This can be stated as <math>a_r = argmax_{a_r^*}P(a_r^*,r=co-author|a,z)</math> |
== Related work == | == Related work == | ||
Revision as of 19:14, 15 February 2011
Contents
Modeling Academic Collaboration and Influence in scholarly literature
Team members
Nitin Agarwal
Yanbo Xu
The Problem
New research papers are growing rapidly, especially in computer science field, making it hard to follow. Instead of wasting time reading all the papers, we want our computers to answer following questions:
- Who to collaborate with?
- Which work to cite?
- Who to review this paper (for conference organizers)?
Essentially, we d like to capture the interactions and relationships between people. For academia, it s mainly about collaboration and citation. There are approaches about content Analysis and/or connectivity Analysis.
Application
Who to collaborate with?
- Given a professor's name and his/her research topic, we want the computer to list the most possible researchers for him/her to collaborate.
- This can be stated as
Related work
Author Topic Model
Author-Recipient-Topic Model
