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Author:

Xu, Sen

Title:

EXPLORING REGIONAL VARIATION IN SPATIAL LANGUAGE: A CASE STUDY ON SPATIAL ORIENTATION BY USING VOLUNTEERED SPATIAL LANGUAGE DATA

Graduate Program:

Geography

Keywords:

text classification
geo-referenced web sampling
volunteered geographic information
information extraction
machine learning
spatial language analysis
regional linguistic differences
cardinal directional usage
visual analytics

File:

Download Thesis_Xu_July12th_Final_Final.pdf

Committee Members:

Alexander Klippel, Thesis Advisor/Co-Advisor
Alexander Klippel, Thesis Advisor/Co-Advisor
Alan Maceachren, Thesis Advisor/Co-Advisor

Author:

Kandimalla, Bharath

Title:

Subject Category Classification of Scholarly Papers Using Deep Attentive Neural Networks

Graduate Program:

Computer Science and Engineering

Keywords:

text classification
scholarly big data
text mining
attention model
deep neural networks
word embedding
web of science

File:

Download bharath_mscs_final_thesis.pdf

Committee Members:

Clyde Lee Giles, Thesis Advisor/Co-Advisor
Daniel Kifer, Committee Member
Chitaranjan Das, Program Head/Chair