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Chitta Baral |  |
Professor
Department of Computer Science and
Engineering
Ira A. Fulton School of Engineering ,
Arizona State University
Brickyard Suite 572, 699 S. Mill Avenue
Tempe, AZ
85281-8809, U.S.A.
phone: 480-727-6047 (voice) 480-965-2751 (fax)
E-mail: chitta-aat-asu-period-edu
Ph.D in Computer Science (1991), University of Maryland.
Research lab and other affiliations at ASU
Research Labs:
BioAI lab
Affiliate faculty
Department of
Biomedical Informatics, Member
AI Group;
Member,
Biomedical Informatics Cluster
Projects
Office Hours
** Brickyard 572 **
- Fall 2008: T Th 4:00 - 5:00 PM
Selected Recent Teaching
Research
Current Research Interests:
Artificial Intelligence, Knowledge Representation and Reasoning
[1],
Declarative programming,
Answer set programming [2],
Bioinformatics, Autonomous agents, Logic Programming,
Cognitive Robotics,
Reasoning about actions
[3],
Temporal logic based specification languages.
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Research Statement
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Selected recent research results and papers (1992-2005)
- Selected Publications (and drafts) between 2006-now
- Chitta Baral, Michael Gelfond and Nelson Rushton.
Probabilistic Reasoning with Answer Sets.
To appear in Theory and Practice of Logic Programming.
- Luis Tari, Joerg Hakenberg, Graciela Gonzalez, Chitta Baral.
Querying parse tree database of medline text to synthesize
user-specific biomolecular networks. To appear in PSB'09.
- Chitta Baral, Jicheng Zhao.
Non-monotonic Temporal Logics that Facilitate Elaboration Tolerant Revision of Goals.
AAAI 2008, pages 406-411.
- Chitta Baral, Juraj Dzifcak, Tran Cao Son.
Using Answer Set Programming and Lambda Calculus to Characterize
Natural Language Sentences with Normatives and Exceptions.AAAI 2008, pages 818-823.
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C. Baral, T. Eiter, M. Bjaereland and M.
Nakamura.
Maintenance goals of agents in a dynamic environment:
formulation and policy construction. AI
Journal. 172 (12-13), pages 1429-1469. 2008.
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N. Tran, C. Baral. (2007)
Hypothesizing and reasoning about signaling networks. Journal of Applied
Logic (In press).
- N. Tran, C. Baral. (2007)
Reasoning about non-immediate triggers in biochemical networks. Annals
of Mathematics and Artificial Intelligence (In press).
- M. Balduccini, C. Baral and Y. Lierler.
Knowledge representation and Question Answering.
In Handbook of Knowledge Representation, editors
Vladimir Lifschitz, Frank van Harmelen and Bruce Porter, 2008.
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Chitta Baral, Juraj Dzifcak, Luis Tari:
Towards Overcoming
the Knowledge Acquisition Bottleneck in Answer Set Prolog Applications:
Embracing Natural Language Inputs. ICLP 2007: 1-21 (invited paper)
(presentation)
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Phan Huy Tu, Tran Cao Son, and Chitta Baral.
Reasoning and Planning with Sensing Actions, Incomplete Information, and Static
Causal Laws using Answer Set Programming.
Theory and Practice of Logic
Programming. Volume 7, Issue 4, July 2007.
- Chitta Baral, Jicheng Zhao.
Non-monotonic Temporal Logics for Goal Specification.
In Proc. of IJCAI 2007. (abstract) pages 236-242.
- Chitta Baral, Matt Hunsaker.
Using the Probabilistic Logic
Programming Language P-log for Causal and Counterfactual Reasoning
and Non-Naive Conditioning. In Proc. of IJCAI 2007.
(abstract) pages 243-249.
- Graciela Gonzalez, Juan C. Uribe, Luis Tari, Colleen Brophy, Chitta
Baral. Mining Gene-Disease Relationships from Biomedical Literature:
Weighting Protein-protein Interactions and Connectivity.
Pacific Symposium on Biocomputing 12:28-39(2007)
- Tuan Le, Chitta Baral, Son Tran.
A State-Based Regression Formulation for Domains
with Sensing Actions and Incomplete Information.
In Logical Methods in Computer Science (Electronic
journal)
Volume 2, Issue 4, 2006. (no page numbers)
- Tran Cao Son, Chitta Baral, Sheila McIlraith, and Nam Tran.
Planning with domain-dependent knowledge of different kinds -- an answer set
programming approach.
ACM Transactions on Computational Logic.
Volume 7, Number 4 (October 2006), pages 1-70.
- Chitta Baral, Juraj Dzifcak, Nam Tran and Jicheng Zhao.
Reasoning about Actions in Biophysical Systems.
AAAI 2006 Workshop on Cognitive Robotics.
- Enrico Pontelli, Chitta Baral and Tran Son.
A Framework for Composition and Interoperation of Rules in the Semantic Web.
In Proceedings of Rules and Rule Markup languages for the
Semantic Web. (RuleML 2006). pages 39-50. (extended version with additional
co-author Omar Elkhatib)
- Publications in 2005-06
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Goal specification, non-determinism and quantifying over policies.
Chitta Baral and Jicheng Zhao. To appear in AAAI'06.
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Macros, Macro calls and use of ensembles in modular
answer set programming.
Chitta Baral, Juraj Dzifcak and Hiro Takahashi. To
appear in ICLP'06.
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Genomic information retrieval through seletive extraction
and tagging by the ASU-BioAI Group.
Lian Yu, Syed Toufeeq Ahmed, Graciela Gonzalez, Brandon Logsdon, Mutsumi
Nakamura, Shawn Nikkila, Kalpesh Shah, Luis Tari, Ryan Wendt, Amanda
Zeigler and Chitta Baral. Proceedings of the 2005 TREC Genomics track.
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Joint learning of logic relationships for studying protein function using
phylogenetic profiles and the Rosetta Stone method.
Xin Zhang, Seungchan Kim,
Tie Wang and Chitta Baral. To appear in IEEE Transactions on Signal Processing.
- Knowledge-Based Framework for Hypothesis Formation in
Biochemical Networks: application to the p53 network.
Nam Tran, Chitta Baral, Vinay Nagaraj and Lokesh Joshi.
Proc. of the European Conference on Computational
Biology (ECCB'2005),
Bioinforamtics, 21: ii213-ii219.
(A preliminary version in the DILS'05 workshop.)
- Using AnsProlog with Link Grammar and WordNet
for QA with deep reasoning. Luis Tari and Chitta Baral.
Proc. of AAAI'05 workshop on Inference for Textual Question Answering.
- Textual Inference by combining multiple logic programming paradigms.
Chita Baral, Gregory Gelfond, Michael Gelfond and Richard Scherl.
Proc. of AAAI'05 workshop on Inference for Textual Question Answering.
- Issues in reasoning about cellular
interactions: necessity of event ordering knowledge.
Nam Tran, Chitta Baral and Carron Shankland.
Proc. of AAAI'05, 676-681.
- Reasoning about intended
actions. Chitta Baral and Michael Gelfond.
Proc. of AAAI'05, 689-694.
- Using SAT and Logic
Programming to Design Polynomial-Time Algorithms for Planning in
Non-deterministic Domains.
Chitta Baral, Thomas Eiter and Jicheng Zhao.
Proc. of AAAI'05, 575-583.
- Reasoning about the ERK signal transduction pathway using
BioSigNet-RR. Carron Shankland, Nam Tran, Chitta Baral, and Walter Kolch.
In Computational Methods in Systems Biology (CMSB'05)
2005. 3-5 April 2005, Edinburgh, Scotland.
- An algorithm to learn
causal connection between genes from steady state data: simulation
and its application to melanoma dataset.
Xin Zhang, Chitta Baral, Seungchan Kim.
Proc. of 10th Conference on Artificial Intelligence in Medicine (AIME 05)
23 - 27 July 2005 Aberdeen, Scotland. pages 524-534.
- Knowledge-Based Integrative Framework for Hypothesis Formation in
Biochemical Networks. Nam Tran, Chitta Baral, Vinay Nagaraj and
Lokesh Joshi. Proc. of
the 2nd International Workshop
on Data Integration in the Life Sciences (DILS'05), San Diego, July 20-22, 2005.
121-136.
- BioLog: A Browser Based Collaboration and Resource Navigation
Assistant for BioMedical Researchers.
Prabhdeep Singh, Ravi Bhimavarapu, Hasan Davulcu,
Chitta Baral, Seungchan Kim, Huan Liu, Mike Bittner and I.V. Ramakrishnan.
Proc. of the 2nd International Workshop
on Data Integration in the Life S
ciences (DILS'05), San Diego, July 20-22, 2005.
19-30.
- Collaborative Curation of Data from
Bio-medical Texts and Abstracts and its integration.
Chitta Baral, Hasan Davulcu, Mutsumi Nakamura, Prabhdeep Singh,
Lian Yu and Luis Tari. Proc. of
he 2nd International Workshop on Data
Integration in the Life Sciences (DILS'05), San Diego, July 20–22,
2005. 309-312.
- IntEx: A Syntactic Role Driven
Protein-Protein Interaction Extractor for Bio-Medical Text.
Syed Toufeeq Ahmed, Deepthi Chidambaram, Hasan Davulcu
and Chitta Baral. Proc. of
BioLINK SIG: Linking Literature, Information and
Knowledge for Biology, a Joint Meeting of The ISMB BioLINK Special
Interest Group on Text Data Mining and The ACL Workshop on Linking
Biological Literature, Ontologies and Databases: Mining Biological
Semantics (Biolink'2005), Detroit, Michigan, June 24, 2005.
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Logic Programming and Reasoning about actions.
C. Baral and
M. Gelfond. In Handbook of Temporal reasoning in AI. Michael Fisher, Dov Gabbay, Lluis Vila editor. Elsevier Publications, 2005.
pages 389-428.
- Knowledge updates: Semantics and complexity issues. C. Baral and Y. Zhang.
Artificial Intelligence, 164(1-2): 209-243 (2005)
- Understanding the global properties of functionally related
gene networks using the gene ontology.
L. Tari, C. Baral and Partha Dasgupta.
In Proceedings of Pacific Symposium on Biocomputing 2005.
(PSB'05), pages 209-220.
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Domain-Dependent Knowledge in Answer Set Planning.
Tran Cao Son, Chitta Baral, Nam Tran, and Sheila McIlraith.
To appear in ACM transactions on computational logic. (final
version submitted for print in September 2004)
- Graduate Text Book cum Research Monograph:
Knowledge representation, reasoning and
declarative problem solving , Cambridge University Press, 2003.
Slides based on the book.
(pdf) (ps)
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A (somewhat dated) list of my reports, publications -- by research areas
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Lecture notes and tutorial slides.
- My Google Scholar listing;
DBLP listing ;
Computer Science Bibliography Listing ; and
citeseer citations.
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Research Genealogy starting from
thesis advisor .
- More Information
A Sample of Current and Recent Sponsored Projects
- A systematic approach to reasoning about actions
and change. NSF CAREER award. 1995-2001
- Reasoning and planning with sensing actions and their
applications. NSF. 4/1/00 -- 3/31/05.
- Agent development and control verification using dual
characterizations. NASA 01-04.
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Answering complex questions and performing deep reasoning
in advance question answering systems , AQUAINT program , ARDA 04-06.
- Integrating knowledge based reasoning,
common sense reasoning and natural language semantics in a QA
system, DTO/IARPA. 10/1/06-12/31/07.
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Generalized Text Extraction form Life
Science and Biomedicine Abstracts: empowering the CBioC Mass
Collaborative Curation and Reasoning Systems.
Science Foundation of Arizona,
03/01/07 - 08/28/08.
- Knowledge representation, reasoning, and problem
solving in a cellular domain, NSF 8/1/04-7/31/09
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Human-Robot Interaction in
Littoral and Urban Military Domains: Human-Unmanned Systems
Interactions.
MURI award from ONR with Indiana University as the lead,
7/1/2007-6/30/2012.
Student Co-authors with thesis/project
- Tran Cao Son (Ph.D 2000), Associate Professor, New Mexico State University. Selected Publications
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Raul Trejo , (Ph.D 2001), Assistant Professor, ITESM, Mexico,
Selected Publications
- Graciela Gonzalez ,
(Ph.D 2000),
Assistant Research Professor, Arizona State University.
Selected Publications.
- Le-Chi Tuan ,
(Ph.D Dec 2004), Selected Publications
- Nam Tran , (Ph.D defended Oct 27 2006) Selected Publications , Post-doctoral researcher, Yale University
- Xin Zhang (Ph.D defended July 10 2008), Cisco
- Jicheng Zhao (continuing Ph.D)
- Luis Ng Tari (continuing Ph.D)
- Juraj Dzifcak (continuing Ph.D)
- Bob Leaman (started Ph.D)
- Alfredo Gabaldon ,
(MS 1996, Ph.D at U of Toronto 2004, Currently researcher at NICTA Sydney)
Selected Publications
- David Morales (MS 1998), Selected Publications
- Arron Hardesty (MS 2000), Selected Publications
- Amarendra Nandigam (MS 1998), Selected Publications
Honors, Awards, and Professional Service
- Associate Editor,
Journal of AI Research.
- Area Editor (Non-monotonic
reasoning and answer sets),
ACM Transactions on Computational Logic
- Editorial Advisor,
Theory and Practice of Logic Programming,
a Cambridge University Press Journal.
- Invited Speaker, AAAI'05.
(slides)
- Best paper award, CooPIS 2000.
- Best paper award, ATAL (Agents, theories and languages) 99.
- Research Initiation Award, National Science Foundation, 1992-1995
- CAREER Award, National Science Foundation, 1995-2001
- 3rd place finish in the AAAI 96 robot contest for office navigation.
- 1st place finish in the AAAI 97 robot contest for home vacuuming.
Editorials and Op-eds in Indian Express: with references
Other Interests
- AAAI 2006 Spring Symposium on
"Formalizing and Compiling Background Knowledge and its
Applications to Knowledge Representation and Question Answering"
- LPNMR'05, Diamante,
Cosenza, Italy, September 5-8, 2005.
- LPNMR'07, Tempe,
AZ, USA, May 14-16, 2007.
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Future Focus Foundation -- a social enterprise in education.
- CIT'04, Dec 20-23 2004,
and CIT conference
series (International Conference in Information Technology),
mostly held around 20th of December in India.
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Orissa Information Technology Society.
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Member, advisory board, Silicon Schools.
- Jagannath school of technology and
management.
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Member, advisory board, Bhubaneswar Institute of Technology.
- Bhubaneswar ,
Orissa: Government,
Tourism,
Infrastructure,
Oriya cuisine,
Odissi,
NIS IISER,
IIT Bhubaneswar,
Equitable India
- Travel pictures:
[Yellowstone, May27-29 2005]