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1. Topic Oriented Evolution and Sentiment Analysis

open_access
Open Access
Author:
Chen, Bi
Title:
Topic Oriented Evolution and Sentiment Analysis
Graduate Program:
Information Sciences and Technology
Keywords:
text mining
topic modeling
sentiment analysis
File:
Download Dissertation_bchen.pdf
Committee Members:
Dongwon Lee, Dissertation Advisor/Co-Advisor
Dongwon Lee, Committee Chair/Co-Chair
Xiaolong Zhang, Committee Member
Prasenjit Mitra, Committee Member
Daniel Kifer, Committee Member
Ji Fang, Committee Member

2. SOCIAL NETWORK MODELING, LINK PREDICTION, AND SENTIMENT IMPACT ANALYSIS

open_access
Open Access
Author:
Qiu, Baojun
Title:
SOCIAL NETWORK MODELING, LINK PREDICTION, AND SENTIMENT IMPACT ANALYSIS
Graduate Program:
Computer Science
Keywords:
temporal data mining
machine learning
Social network analysis
text mining
sentiment analysis
link prediction
File:
Download Baojun-Dissertation-submission.pdf
Committee Members:
John Yen, Dissertation Advisor/Co-Advisor
John Yen, Committee Chair/Co-Chair
Guohong Cao, Committee Chair/Co-Chair
Jesse Louis Barlow, Committee Member
Jia Li, Committee Member
Qiyang He, Committee Member
Raj Acharya, Committee Member

5. A Methodology of Machine Learning in Automated Entity Summarization

open_access
Open Access
Author:
Chonde, Seifu John
Title:
A Methodology of Machine Learning in Automated Entity Summarization
Graduate Program:
Industrial Engineering
Keywords:
text mining
network science
diversity
science of science
entity summarization
File:
Download SeifuChonde-Dissertation.pdf
Committee Members:
Soundar Kumara, Dissertation Advisor/Co-Advisor
Karl Todd Mueller, Committee Member
Joey W Storer, Special Member
Conrad S Tucker, Committee Member
Paul M, Griffin, Committee Member
Vasant Gajanan Honavar, Committee Member

6. Bisociative design: concept exploration by mining design associations across multiple products

open_access
Open Access
Author:
Kang, Sung Woo
Title:
Bisociative design: concept exploration by mining design associations across multiple products
Graduate Program:
Industrial Engineering
Keywords:
engineering design
product design
new product development process
text mining
File:
Download dissertation_final_Kang_IEPHD.pdf
Committee Members:
Conrad S Tucker, Dissertation Advisor/Co-Advisor
Conrad S Tucker, Committee Chair/Co-Chair
Soundar Kumara, Committee Member
Gul Kremer, Committee Member
C Lee Giles, Committee Member

9. Subject Category Classification of Scholarly Papers Using Deep Attentive Neural Networks

open_access
Open Access
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