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Author:

Zhou, Chong

Title:

Extracting Discriminating Features from Contextual Domain Knowledge for Enhancing Topic Discovery of Online Forums

Graduate Program:

Information Sciences and Technology

Keywords:

Information Theory
Topic Modeling
Online Forums

File:

Download thesis_Chong_Zhou.pdf

Committee Members:

John Yen, Thesis Advisor/Co-Advisor
Prasenjit Mitra, Thesis Advisor/Co-Advisor
Matthew Joseph Ferrari, Thesis Advisor/Co-Advisor

Author:

Sun, Feng

Title:

Supporting Information Seeking and Sensemaking in Issue-Based Knowledge Crystallization

Graduate Program:

Information Sciences and Technology

Keywords:

Information Seeking
Topic Modeling
Civic Engagement
Design-based Research
Information Visualization
Text Analysis
Human Computer Interaction

File:

Download fengs-final-dissertation__2_.pdf

Committee Members:

Guoray Cai, Dissertation Advisor/Co-Advisor
Guoray Cai, Committee Chair/Co-Chair
Mary Beth Rosson, Committee Member
Xiaolong (Luke) Zhang, Committee Member
Alan M. MacEachren, Outside Member

Author:

Chumongkhon, Visanu

Title:

ONLINE CUSTOMER REVIEW ANALYTICS

Graduate Program:

Industrial Engineering

Keywords:

Text Classification
Machine Learning
Sentiment Analysis
Topic Modeling
Online Review Analytics
Support Vector Machine
Convolutional Neural Network
VADER

File:

Download MS_Thesis_Visanu_Chumongkhon.pdf

Committee Members:

Soundar Kumara, Thesis Advisor/Co-Advisor

Author:

Nurani Sundareswara, Soundarya

Title:

Availability of Privacy Policies and Terms of Service Agreements on the Web

Graduate Program:

Computer Science and Engineering

Keywords:

Privacy Policy
Terms of Service
Topic Modeling
Availability
Corpus

File:

Download Masters_Thesis___Soundarya.pdf

Committee Members:

C Lee Giles, Thesis Advisor/Co-Advisor
Shomir Wilson, Thesis Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair
Arzoo Katiyar, Committee Member

Author:

Kulkarni, Amol

Title:

Modular Data-Driven Framework for Sensor Selection in Complex Systems

Graduate Program:

Industrial Engineering

Keywords:

Sensor Selection
NLP
Fault Identification
Clustering
Unsupervised Machine Learning
Topic Modeling
Fuzzy Clustering
Ordered Clustering

File:

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Committee Members:

Saurabh Basu, Major Field Member
Hui Yang, Major Field Member
Vittaldas Prabhu, Chair & Dissertation Advisor
Janis Terpenny, Special Member
Chris Rahn, Outside Unit & Field Member
Steven Landry, Program Head/Chair