Earlier Research Work

This page lists chronologically my research work at University of Minnesota Duluth.

- Study of Second Order Context Vector representation for entity or name discrimination.

Analyzing the Web People Search (WePS) task data for entity discrimination and clustering, based on second order context vectors representation.

The aim of this task is to study the semantic information captured by the second order vectors representation from the contexts in which the ambiguous occurrence of the name. What can be the effect of a different training and test data on the discrimination task? What features contribute towards  the discriminations more than others? etc. We will be using SenseClusters for this task.

- I am currently working under Guidance of Dr. Rich Maclin on my project. We are using the data from Netflix.

I have as of now implemented the kNN approach to predict the rating for the current movie in question. I am working on the K-fold cross validation to check my predictions.