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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:

Chang, Hau-wen

Title:

Improving Prediction, Recommendation, and Classification using User-generated Content and Relationships

Graduate Program:

Computer Science and Engineering

Keywords:

data mining
location estimation
recommender system
keyword recommendation
text minging

File:

Download hauwen150729.pdf

Committee Members:

Dongwon Lee, Dissertation Advisor/Co-Advisor
Wang Chien Lee, Committee Chair/Co-Chair
Kamesh Madduri, Committee Member
Dinghao Wu, Committee Member

Author:

Zhang, Bo

Title:

Can Customization of Privacy Settings Promote Persuasiveness of Personalized Recommendation Agents?

Graduate Program:

Mass Communications

Keywords:

privacy
customization
personalization
recommender system
online experiment

File:

Download Dissertation_BoZhang_Final.pdf

Committee Members:

S. Shyam Sundar, Dissertation Advisor/Co-Advisor
Mary Beth Oliver, Committee Member
Michael Grant Schmierbach, Committee Member
Heng Xu, Special Member

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:

Farhat, Farshid

Title:

Comprehensive Photographic Composition Assistance through Meaningful Exemplars

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

image aesthetics
deep learning
image retrieval
recommender system

File:

Download Farshid_PSU_Thesis.pdf

Committee Members:

James Wang, Committee Member & Major Field Represnt
Robert Collins, Committee Member & Major Field Represnt
Wang-Chien Lee, Member Added & Major Field Represnt
Jia Li, Committee Member & Related Areas Repres
Jesse Barlow, Chair & Major Field Represnt
Zihan Zhou, Member Added & Related Areas Represent
Chitaranjan Das, Program Head/Chair