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Author:

Kim, Hyun-Woo

Title:

Data Mining on Microblogged Information: Gender Recognition and Suicide Prevention

Graduate Program:

Information Sciences and Technology

Keywords:

data mining
suicide prevention
gender classification
gender recognition
feature selection
attribute selection
support vector machine
SVM

File:

Download data_mining_on_microblogged_information.pdf

Committee Members:

John Yen, Thesis Advisor/Co-Advisor
John Yen, Thesis Advisor/Co-Advisor
Bernard James Jansen, Thesis Advisor/Co-Advisor

Author:

Zhuang, Ziming

Title:

IMPROVING RELEVANCE RANKING FOR UNDERSPECIFIED QUERIES

Graduate Program:

Information Sciences and Technology

Keywords:

search query
relevance ranking
information retrieval
search engine
data mining

File:

Download ZZhuang-MS-Dissertation.pdf

Committee Members:

C Lee Giles, Thesis Advisor/Co-Advisor
Lee Giles And Prasenjit Mitra, Thesis Advisor/Co-Advisor
Prasenjit Mitra, Thesis Advisor/Co-Advisor

Author:

Fang, Qi

Title:

Data Mining on Communication for Identifying Terrorists: A Case Study

Graduate Program:

Information Sciences and Technology

Keywords:

terrorist identification
data mining
social network analysis

File:

Download qifang.pdf

Committee Members:

John Yen, Thesis Advisor/Co-Advisor
Dinghao Wu, Thesis Advisor/Co-Advisor
Dongwon Lee, Thesis Advisor/Co-Advisor

Author:

Huang, Shu

Title:

Mining User-generated Contents on the Web and Social Networks

Graduate Program:

Information Sciences and Technology

Keywords:

data mining
social network
information retrieval

File:

Download ShuHuang-Dissertation.pdf

Committee Members:

Dongwon Lee, Dissertation Advisor/Co-Advisor
Peng Liu, Committee Member
Heng Xu, Committee Member
Jack C Hayya, Committee Member

Author:

Murphy, William P

Title:

Using Supervised Learning To Identify Descriptions Of Personal Experiences Related To Chronic Disease On Social Media

Graduate Program:

Information Sciences and Technology

Keywords:

machine learning
social media
data mining
health informatics

File:

Download ms_thesis2.pdf

Committee Members:

John Yen, Thesis Advisor/Co-Advisor

Author:

Liu, Haibin

Title:

Exploiting user-generated data for knowledge discovery and recommendation

Graduate Program:

Information Sciences and Technology

Keywords:

data mining
machine learning
recommender system
social media
user-generated data

File:

Download Haibin-thesis.pdf

Committee Members:

Dongwon Lee, Dissertation Advisor/Co-Advisor
John Yen, Committee Member
Guoray Cai, Committee Member
Fuqing Zhang, Committee Member

Author:

Zhuang, Ziming

Title:

MINING FEEDBACK IN RANKING AND RECOMMENDATION SYSTEMS

Graduate Program:

Information Sciences and Technology

Keywords:

recommendation system
data mining
search
ranking
information retrieval

File:

Download ZZhuang-PhD-Dissertation.pdf

Committee Members:

C. Lee Giles, Committee Chair/Co-Chair
Prasenjit Mitra, Committee Chair/Co-Chair
Dongwon Lee, Committee Member
Wang-Chien Lee, Committee Member

Author:

Zhao, Hanqing

Title:

SUPPORTING THE UNDERSTANDING OF ASSOCIATION RULE WITH VISUALIZATION

Graduate Program:

Information Sciences and Technology

Keywords:

data mining
visualization
association rule mining

File:

Download Thesis_HanqingZhao_MS_IST_2017SP.pdf

Committee Members:

Xiaolong (Luke) Zhang, Thesis Advisor/Co-Advisor

Author:

Yu, Mo

Title:

UNDERSTANDING USER INTERACTIONS THROUGH LINK ANALYSIS IN SOCIAL NETWORKS

Graduate Program:

Information Sciences and Technology

Keywords:

social network analyses
link analysis
data mining
recommender system
cold start
classification

File:

Download Dissertation_Mo_Yu.pdf

Committee Members:

Xiaolong Zhang, Dissertation Advisor/Co-Advisor
Xiaolong Zhang, Committee Chair/Co-Chair
Dongwon Lee, Committee Member
Guoray Cai, Committee Member
Derek Allen Kreager, Outside Member

Author:

Wang, Hongjian

Title:

Ubran Computing with Mobility Data: a Unified Approach

Graduate Program:

Information Sciences and Technology

Keywords:

urban computing
graph embedding
data mining
mobility data
spatial non-stationary
geographically weighted regression
reinforcement learning
MCMC

File:

Download Hongjian-disertation.pdf

Committee Members:

Dr. Zhenhui Li, Dissertation Advisor/Co-Advisor
Zhenhui Li, Committee Chair/Co-Chair
C. Lee Giles, Committee Member
Anna Squicciarini, Committee Member
Daniel Kifer, Outside Member