1. Data Mining on Microblogged Information: Gender Recognition and Suicide Prevention Open Access Author: Kim, Hyun-Woo Title: Data Mining on Microblogged Information: Gender Recognition and Suicide Prevention Graduate Program: Information Sciences and Technology Keywords: data miningsuicide preventiongender classificationgender recognitionfeature selectionattribute selectionsupport vector machineSVM File: Download data_mining_on_microblogged_information.pdf Committee Members: John Yen, Thesis Advisor/Co-AdvisorJohn Yen, Thesis Advisor/Co-AdvisorBernard James Jansen, Thesis Advisor/Co-Advisor
2. IMPROVING RELEVANCE RANKING FOR UNDERSPECIFIED QUERIES Open Access Author: Zhuang, Ziming Title: IMPROVING RELEVANCE RANKING FOR UNDERSPECIFIED QUERIES Graduate Program: Information Sciences and Technology Keywords: search queryrelevance rankinginformation retrievalsearch enginedata mining File: Download ZZhuang-MS-Dissertation.pdf Committee Members: C Lee Giles, Thesis Advisor/Co-AdvisorLee Giles And Prasenjit Mitra, Thesis Advisor/Co-AdvisorPrasenjit Mitra, Thesis Advisor/Co-Advisor
3. Data Mining on Communication for Identifying Terrorists: A Case Study Open Access Author: Fang, Qi Title: Data Mining on Communication for Identifying Terrorists: A Case Study Graduate Program: Information Sciences and Technology Keywords: terrorist identificationdata miningsocial network analysis File: Download qifang.pdf Committee Members: John Yen, Thesis Advisor/Co-AdvisorDinghao Wu, Thesis Advisor/Co-AdvisorDongwon Lee, Thesis Advisor/Co-Advisor
4. Mining User-generated Contents on the Web and Social Networks Open Access Author: Huang, Shu Title: Mining User-generated Contents on the Web and Social Networks Graduate Program: Information Sciences and Technology Keywords: data miningsocial networkinformation retrieval File: Download ShuHuang-Dissertation.pdf Committee Members: Dongwon Lee, Dissertation Advisor/Co-AdvisorPeng Liu, Committee MemberHeng Xu, Committee MemberJack C Hayya, Committee Member
5. Using Supervised Learning To Identify Descriptions Of Personal Experiences Related To Chronic Disease On Social Media Open Access 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 learningsocial mediadata mininghealth informatics File: Download ms_thesis2.pdf Committee Members: John Yen, Thesis Advisor/Co-Advisor
6. Exploiting user-generated data for knowledge discovery and recommendation Open Access Author: Liu, Haibin Title: Exploiting user-generated data for knowledge discovery and recommendation Graduate Program: Information Sciences and Technology Keywords: data miningmachine learningrecommender systemsocial mediauser-generated data File: Download Haibin-thesis.pdf Committee Members: Dongwon Lee, Dissertation Advisor/Co-AdvisorJohn Yen, Committee MemberGuoray Cai, Committee MemberFuqing Zhang, Committee Member
7. MINING FEEDBACK IN RANKING AND RECOMMENDATION SYSTEMS Open Access Author: Zhuang, Ziming Title: MINING FEEDBACK IN RANKING AND RECOMMENDATION SYSTEMS Graduate Program: Information Sciences and Technology Keywords: recommendation systemdata miningsearchrankinginformation retrieval File: Download ZZhuang-PhD-Dissertation.pdf Committee Members: C. Lee Giles, Committee Chair/Co-ChairPrasenjit Mitra, Committee Chair/Co-ChairDongwon Lee, Committee MemberWang-Chien Lee, Committee Member
8. SUPPORTING THE UNDERSTANDING OF ASSOCIATION RULE WITH VISUALIZATION Open Access Author: Zhao, Hanqing Title: SUPPORTING THE UNDERSTANDING OF ASSOCIATION RULE WITH VISUALIZATION Graduate Program: Information Sciences and Technology Keywords: data miningvisualizationassociation rule mining File: Download Thesis_HanqingZhao_MS_IST_2017SP.pdf Committee Members: Xiaolong (Luke) Zhang, Thesis Advisor/Co-Advisor
9. UNDERSTANDING USER INTERACTIONS THROUGH LINK ANALYSIS IN SOCIAL NETWORKS Open Access Author: Yu, Mo Title: UNDERSTANDING USER INTERACTIONS THROUGH LINK ANALYSIS IN SOCIAL NETWORKS Graduate Program: Information Sciences and Technology Keywords: social network analyseslink analysisdata miningrecommender systemcold startclassification File: Download Dissertation_Mo_Yu.pdf Committee Members: Xiaolong Zhang, Dissertation Advisor/Co-AdvisorXiaolong Zhang, Committee Chair/Co-ChairDongwon Lee, Committee MemberGuoray Cai, Committee MemberDerek Allen Kreager, Outside Member
10. Ubran Computing with Mobility Data: a Unified Approach Open Access Author: Wang, Hongjian Title: Ubran Computing with Mobility Data: a Unified Approach Graduate Program: Information Sciences and Technology Keywords: urban computinggraph embeddingdata miningmobility dataspatial non-stationarygeographically weighted regressionreinforcement learningMCMC File: Download Hongjian-disertation.pdf Committee Members: Dr. Zhenhui Li, Dissertation Advisor/Co-AdvisorZhenhui Li, Committee Chair/Co-ChairC. Lee Giles, Committee MemberAnna Squicciarini, Committee MemberDaniel Kifer, Outside Member