Tuesday
March 22, 2011
9:00 - 10:40AM
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Professor
Philip S. Yu
Wexler Chair in Information and Technology
Department of Computer Science
University of Illinois at Chicago
Chicago, IL 60607
E-mail: psyu@cs.uic.edu
Web: http://www.cs.uic.edu/PSYu/
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Title:
Mining
Information Networks
Abstract:
With
the ubiquity of information networks and their broad applications,
there have been numerous studies on the construction, online analytical
processing, and mining of information networks in multiple disciplines,
including social network analysis, World-Wide Web, database systems,
data mining, machine learning, and networked communication and
information systems. Moreover, with a great demand of research
in this direction, there is a need to understand methods for analysis
of information networks from multiple disciplines. In this talk,
we will present various issues and solutions on scalable mining
of information networks. These include data integration, data
cleaning and data validation in information networks, summarization,
OLAP and multidimensional analysis in information networks.
Speaker's
Bio:
Philip
S. Yu's main research interests include data
mining, privacy preserving publishing and mining,
data streams, database systems, Internet applications
and technologies, multimedia systems, parallel
and distributed processing, and performance
modeling. He is a Professor in the Department
of Computer Science at the University of Illinois
at Chicago and also holds the Wexler Chair in
Information and Technology. He was manager of
the Software Tools and Techniques group at the
IBM Thomas J. Watson Research Center. Dr. Yu
has published more than 500 papers in refereed
journals and conferences. He holds or has applied
for more than 300 US patents.
Dr.
Yu is a Fellow of the ACM and of the IEEE. He
is associate editors of ACM Transactions on
the Internet Technology and ACM Transactions
on Knowledge Discovery from Data. He is on the
steering committee of IEEE Conference on Data
Mining and was a member of the IEEE Data Engineering
steering committee. He was the Editor-in-Chief
of IEEE Transactions on Knowledge and Data Engineering
(2001-2004), an editor, advisory board member
and also a guest co-editor of the special issue
on mining of databases. He had also served as
an associate editor of Knowledge and Information
Systems. In addition to serving as program committee
member on various conferences, he was the program
chair or co-chairs of the IEEE Workshop of Scalable
Stream Processing Systems (SSPS'07), the IEEE
Workshop on Mining Evolving and Streaming Data
(2006), the 2006 joint conferences of the 8th
IEEE Conference on E-Commerce Technology (CEC'
06) and the 3rd IEEE Conference on Enterprise
Computing, E-Commerce and E-Services (EEE' 06),
the 11th IEEE Intl. Conference on Data Engineering,
the 6th Pacific Area Conference on Knowledge
Discovery and Data Mining, the 9th ACM SIGMOD
Workshop on Research Issues in Data Mining and
Knowledge Discovery, the 2nd IEEE Intl. Workshop
on Research Issues on Data Engineering: Transaction
and Query Processing, the PAKDD Workshop on
Knowledge Discovery from Advanced Databases,
and the 2nd IEEE Intl. Workshop on Advanced
Issues of E-Commerce and Web-based Information
Systems. He served as the general chair or co-chairs
of the 2006 ACM Conference on Information and
Knowledge Management, the 14th IEEE Intl. Conference
on Data Engineering, and the 2nd IEEE Intl.
Conference on Data Mining. He had received several
IBM honors including 2 IBM Outstanding Innovation
Awards, an Outstanding Technical Achievement
Award, 2 Research Division Awards and the 93rd
plateau of Invention Achievement Awards. He
was an IBM Master Inventor. Dr. Yu received
a Research Contributions Award from IEEE Intl.
Conference on Data Mining in 2003 and also an
IEEE Region 1 Award for "promoting and
perpetuating numerous new electrical engineering
concepts" in 1999.
Dr.
Yu received the B.S. Degree in E.E. from National
Taiwan University, the M.S. and Ph.D. degrees
in E.E. from Stanford University, and the M.B.A.
degree from New York University.
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