Neel Sundaresan
Distinguished Research Scientist and Director, Research Labs
Neel Sundaresan is the director of eBay Research Labs and a Distinguished
Research Scientist. His current areas of research interest includes Social and
Incentive Networks, Trust and Reputation Systems, Machine Learning as applied
to Recommender systems, Classification, Ontology, and Search. He has been with
eBay since 2005. Prior to joining eBay was a founder and CTO of a startup
focused on multi-attribute fuzzy search and network CRM. Prior to this he was
the head of the eMerging Internet Technologies group at the IBM Research
Center. There he built the first XML-based Search Engine. He was one of the
early leaders in building XML technologies including schema-aware compression
algorithms, application component generators and pattern-match systems and
compilers. He built the first RDF reference implementation as a W3C standard
recommendation. He led research work in other areas like domain specific search
engines, multi-modal interfaces and assistive technologies, semantic
transcoding, web mining, query systems, and classification for semi-structured
data. Prior to this he worked on C++ compiler and runtime systems for massively
parallel machines and for shared memory systems and also on retargetable
compilers, program translators and generators. He has over 40 research
publications and several patents to his credit. He has been a frequent speaker
at several national and international technology conferences. He has advised 2
PhD and several masters dissertations. He has a degree in mathematics and a
masters in computer science and engineering from the Indian Institute of
Technology, Mumbai India and a PhD in computer science from Indiana University,
Bloomington. His dissertation was on Modeling Control and Dynamic Data
Parallelism in Object-Oriented Languages.
Publications
Web
Mining
1.
Reverse
Engineering for Web Data: From Visual to Semantic Structures. ICDE 2002. w/ C. Y. Chung and M. Gertz.
2.
Metadata-based Web Mining for Topic-Specific
Information Gathering. w/ J. Yi and A. Huang. Electronic Commerce and Web Technologies, First
International Conference, EC-Web 2000, London, UK, September 4-6, 2000,
Proceedings.
3.
Metadata-based Web Mining for Relevance.
w/ J. Yi. Proceedings of the 2000 International Database Engineering and
Applications Symposium, IDEAS 2000, September 18-20, 2000,
Yokohoma, Japan,
Proccedings. IEEE Computer Society 2000, ISBN 0-7695-0789-1.
4.
A
Classifier for Semi-structured Documents. Proceedings of the sixth ACM SIGKDD international conference
on Knowledge discovery and data mining, August 20-23, 2000,
Boston,
MA, USA. ACM, 2000.
Pages 340-44.
5.
Using
Metadata to Enhance a Web Information Gathering System. w/ J. Yi and A. Huang. Proceedings of the Third
International Workshop on the Web and Databases, WebDB 2000, Adam's Mark Hotel,
Dallas, Texas, USA, May 18-19, 2000, in conjunction with ACM PODS/SIGMOD 2000.
Pages 11-16.Also in selected Papers.
Lecture Notes in Computer Science Springer 2001. Pages 38-57. .
XML
Technologies
6.
Algorithms
and Programming Models for Efficient Representation of XML for Internet
Applications. Proceedings of the World Wide Web Conference 2001. w/ R. Moussa. Pages 366-375.
7.
An enhanced version of the paper appears in the Computer
Networks Journal.
8.
Building
XML Repositories for Topic-Specific Web Documents. W/ C. Y. Chung, M. Gertz. WebDB 2001,
Santa
Barbara, CA, May 2001.
Pages 103-108.
9.
XML Query
Processing using QuiXote. W/ M. Mani. IBM Research Report RC 21680. March 2000.
10.
Efficient
Representation and Streaming of XML over the Internet Medium. w/ M. Girardot. 2000 IEEE International
Conference on Multimedia and Expo (ICME), 30 July - 2 August 2000 NY,
USA
. IEEE.
11.
Millau: an
encoding format for efficient representation and exchange of XML over the
Web. W/ M. Girardot. Proceedings of the 9th International World Wide Web Conference. Computer
Networks, Volume 33, Numbers 1-6, June 2000. Pages 747-765
12.
Adding
Dynamism to XML for Web Applications Using Java. W/ S. Lee. Proceedings of the 8th International
World Wide Web Conference,
Toronto, Canada.
May 1999. Poster.
13.
Summarizing Web Resources using SumML.
Metastructures 1998.
Montreal, Canada.
Aug 1998.
14.
An
Architecture for Summarizing the Web. W/ D. Ford. Proceedings of the 8th International World
Wide Web Conference,
Toronto, Canada.
May 1999. Poster.
15.
DataCraft: A
Visual System for XML Queries over a Relational Database. w/ J. Yi. COMAD 1998.
Hyderabad, India.
16.
RDF in
Java. XML Developers Conference.
Montreal, Canada.
Aug 1998.
17.
A Data
Model and Query Language for XML. W/ M. Mani. Proceedings of the 9th International World Wide
Web Conference,
Amsterdam
. May 2000. Poster.
MulttiModal
Interfaces
18.
NoVeLLA: A
Multi-Modal Electronic Book Reader with Speech and Aural Interfaces.
W/ J. Hodas, J. Jackson, B. Duncan, W. Nissen, J. Batista, International Journal of Speech Technology,
3(4), October 2001. Kluwer. Pages 269-284.
19.
A
Framework for Creating Customized Multi-modal Interfaces for XML
Documents. w/
S. Rollins. 2000 IEEE International Conference
on Multimedia and Expo (ICME), 30 July - 2 August 2000 NY,
USA
. IEEE. Pages 933-36.
20.
Web-Based
Searching and Browsing of Multimedia Data. w/
W.
Niblack, R. Kraft, and A. Amir. 2000 IEEE International Conference on Multimedia and Expo (ICME), 30
July - 2 August 2000 NY,
USA
. IEEE. Pages 1717-20.
21.
AVoN Calling: AXL for Voice-Enabled Web
Navigation. w/
S. Rollins. Proceedings of the 9th International
World Wide Web Conference. Computer Networks, Volume 33, Numbers 1-6, June
2000. Pages 533-551.
Web Accessibility and Semantic
Transcoding
22.
A semantic
transcoding system to adapt Web services for users with disabilities w/ A. Huang. The fourth
international ACM conference on Assistive technologies ASSETS .156-163.
ACM Press. 2000.
23.
Aurora
: a conceptual model for Web-content adaptation to
support the universal usability of Web-based services w/ A. Huang. Proceedings on the conference on
universal usability. 124 - 131. ACM Press. 2000
24.
A
Transaction-Based Approach to Web Accessibility. W/ A. Huang. Proceedings of the 9th International
World Wide Web Conference,
Amsterdam
. May 2000. Poster
Agent
Systems
25.
Java paradigms for mobile agent
facilities w/ V. Rajagopalan
ACM SIGPLAN
conference on Object-oriented programming, systems, languages, and applications
(Addendum).
Atlanta, Georgia.
January 1997.
26.
A
Messaging Facility for Java Mobile Agent
Systems. W/ D Chang. . Parallel and Distributed Languages: Mechanisms, Implementations, and Tools.
International Conference on Parallel and Distributed Processing Techniques and
Applications.
Las Vegas
. July 1997
Parallel and Distributed
Computing
27.
Object
Patterns for Parallel Programming. Parallel and Distributed Languages:
Mechanisms, Implementations, and Tools. International Conference on Parallel
and Distributed Processing Techniques and Applications.
Las Vegas
. July 1997.
28.
Extending
the Standard Template Library for Parallelism in Coir<Futures>. Third USENIX Conference on
Object-Oriented Technologies (COOTS), 1997.
29.
Exploiting
Delayed Synchronization Arrivals in Light-Weight Data Parallelism. Proceedings of the 30th
Hawaii
International Conference on System Sciences (HICSS-30),
Maui. HI. IEEE Computer. Jan 1997.
30.
Coir: An
Object-Oriented System for Control and Dynamic Data Parallelism. W/ D. Gannon.
Journal of Parallel and Distributed Computing, Volume 37, 1996. Pages
98-105.
31.
Experimental Evaluation of Coir: A System for Control
and Data Parallelism. Parallel and Distributed Languages: Mechanisms, Implementations, and Tools.
International Conference on Parallel and Distributed Processing Techniques and
Applications.
Washington
DC
. October 1995
32.
Object
Template Abstractions for Light-Weight Data Parallelism.
W/ D. Gannon. Technical Report #442.
Computer
Science
Dept.
Indiana
University
. Sep 1995.
33.
A Thread
Model for Supporting Task and Data Parallelism in Object-Oriented
Languages. Proceedings of the 1995 International Conference on Parallel Processing, August 14-18, 1995,
Urbana-Champain, Illinois,
USA. Volume II: Software. CRC Press. 45-49
34.
Experimental Evaluation of Coir: A System for Control
and Data Parallelism. Parallel and Distributed Languages.
Technical Report #431.
Computer
Science
Dept.
Indiana
University
. May 1995.
35.
Coir: A
Thread Model for Supporting Task and Data Parallelism in Object-Oriented
Parallel Languages.
W/ D. Gannon. Technical Report #430.
Computer
Science
Dept.
Indiana
University
. May 1995.
36.
A Thread
Model for Supporting Task Parallelism and Data-Parallelism in Object-Oriented
Parallel Languages. Parallel Object-Oriented Methods and Applications, POOMA 94.
Santa
Fe
. Dec1994.
37.
pC++ Meets
Multi-Threaded Computation. W/ P. Beckman and D. Gannon. Proceedings of the Second Workshop on
Environments and Tools for Parallel Scientific Computing.
Townsend,
Tennessee.
Siam
. May 1994.
38.
An
Object-Oriented Thread Model for Parallel Numerical Applications. W/ Linda Lee. Proceedings of the 2nd
Annual Object-Oriented Numerics Conference. OONSKI 94.
Sunriver, Oregon,
April 1994. pp 291-308.
39.
Sigma II:
A Tool Kit for Building Parallelizing Compilers and Performance Analysis
Systems.
W/ D. Gannon, J. K. Lee, S. Sarukkai, D.
Atapattu, S. Narayana. Programming Environments for Parallel Computing, Proceedings of the IFIP WG 10.3
Workshop on Programming Environments for Parallel Computing,
Edinburgh, Scotland,
6-8 April, 1992.
IFIP Transactions A-11 North-Holland 1992. Pages 17-36.
40.
Object
Parallel Programming with pC++ w/ D. Gannon, J. Gotwals, S. Yang, P.Beckman, S. Srinivas Parallel
Programming with C++, MIT Press, G. Wilson, F. Lu, eds., 1996.
Programming Languages and
Translators
41.
Translation of Nested Pascal Routines to C.
ACM Sigplan Notices May 1990
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