Jiawei Han (original) (raw)

Michael Aiken Chair Professor Siebel School of Computing and Data Science Univ. of Illinois at Urbana-Champaign Rm 2132, Siebel Center for Computer Science 201 N. Goodwin Avenue Urbana, IL 61801, USA E-mail: hanj[at]illinois.edu Ph.D. (1985), Computer Science, Univ. Wisconsin-Madison Data Mining, Text Mining, Intelligent Systems Data Mining Research Group (DMG Misc Info) Data and Information Systems Research Laboratory (DAIS) UIUC Calendar, my.CS, myzoom Office: (217) 333-6903 Fax: (217) 265-6494 Web: hanj.cs.illinois.edu Calendar Schedule Selected Research Publications

�Current Research (Selected Publications)

� Mining and Leveraging Knowledge Hypercubes for Complex Applications (NSF-IIS)

� NSF AI Institute for Molecular Discovery, Synthetic Strategy, and Manufacturing: Molecule Maker Lab Institute

� NSF I-Guide:Institute for Geospatial Understanding through an Integrative Discovery Environment

� DARPA/INCAS: �Analytics of Information Influence: Effect Characterization�

�Teaching

� UIUC CS412: An Introduction to Data Warehousing and Data Mining (The course is taught by Ruby Tahboub, Arindam Benerjee,Hanghang Tong)

� UIUC CS512: Data Mining: Principles and Algorithms (The course is taught by Professor Hanghang Tong)

� UIUC CS598JH: Text Mining with Large Language Models: 12:30-1:45pm Wednesday/Friday 1035 CIF (Fall 2024)

� Data Mining Research Group Meeting, Mondays @ Siebel Center (for DMG group member only)

�Books

� Jiawei Han, Jian Pei, and Hanghang Tong, Data Mining: Concepts and Techniques, 4thedution,Morgan Kaufmann, 2023. (1st ed., 2000)(2nd ed., 2006) (3rd ed., 2012)

� Jiaming Shen and Jiawei Han, Automated Taxonomy Discovery and Exploration, Springer, 2022 (Series: Synthesis Lectures on Data Mining and Knowledge Discovery)

� Chao Zhang and Jiawei Han, Multidimensional Mining of Massive Text Data, Morgan & Claypool Publishers, 2019 (Series: Synthesis Lectures on Data Mining and Knowledge Discovery)

� Xiang Ren and Jiawei Han, Mining Structures of Factual Knowledge from Text: An Effort-Light Approach, Morgan & Claypool Publishers, 2018 (Series: Synthesis Lectures on Data Mining and Knowledge Discovery)

� Jialu Liu, Jingbo Shang and Jiawei Han, Phrase Mining from Massive Text and Its Applications, Morgan & Claypool Publishers, 2017 (Series: Synthesis Lectures on Data Mining and Knowledge Discovery)

� Chi Wang and Jiawei Han, Mining Latent Entity Structures, Morgan & Claypool Publishers, 2015 (Series: Synthesis Lectures on Data Mining and Knowledge Discovery)

� Yizhou Sun and Jiawei Han, Mining Heterogeneous Information Networks: Principles and Methodologies, Morgan & Claypool Publishers, 2012 (Series: Synthesis Lectures on Data Mining and Knowledge Discovery)

� Manish Gupta, Jing Gao, Charu Aggawal, and Jiawei Han, Outlier Detection for Temporal Data, Morgan & Claypool Publishers, 2014 (Series: Synthesis Lectures on Data Mining and Knowledge Discovery)

� Hillol Kargupta, Jiawei Han, Philip Yu, Rajeev Motwani, and Vipin Kumar (eds.), Next Generation of Data Mining �(Chapman & Hall/CRC Data Mining and Knowledge Discovery Series), Taylor & Francis, 2008.

� Harvey Miller and Jiawei Han (eds.), Geographical Data Mining and Knowledge Discovery, (2nd ed.), Taylor & Francis, 2009.

� Ashok N. Srivastava and Jiawei Han , Machine Learning and Knowledge Discovery for Engineering Systems Health Management (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series), Taylor & Francis, 2011

� David Lo, Siau-Cheng Khoo, Jiawei Han, and Chao Liu (eds.), Mining Software Specifications: Methodologies and Applications �(Chapman & Hall/CRC Data Mining and Knowledge Discovery Series), Taylor & Francis, 2011

� Completed Research Projects

� OLAPingand Multi-Dimensional Search and Analysis of Text Data (Event Cube: NASA)

� Pattern Discovery: Classification, Clustering and Outlier Analysis

� Towards On-Line Analytical Mining of Heterogeneous Information Networks

� Endowing Biological Databases with Analytical Power: Indexing, Querying, and Mining of Complex Biological Structures

� Mining Dynamics of Data Streams in Multi-Dimensional Space

� Knowledge Discovery in Cyberphysical Systems

� MoveMine: Mining Knowledge from Massive Moving Object Data

� Conflicts to Harmony: Truth Discovery (NSF/IIS)

� Information Network Academic Research Center: Network Science-Collaborative Technology Alliance

� NIH BD2K: KnowEng (Knowledge Engine for Genomics) Center: Construction and Mining of Biological Networks

� Multi-Dimensional Structuring, Summarizing and Mining of Social Media Data (NSF/IIS)

� StructNet: Constructing and Mining Structure-Rich Information Networks for Scientific Research (NSF/IIS)

� Taming Big Networks via Embedding (NSF/IIS-BIGDATA)

� DARPA/KAIROS: �RESIN: Reasoning about Event Schemas for Induction of kNowledge�

�Publications (@DBLP) Google Scholar Citations

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