Data/Ontology Integration Systems
since 2003-07-09
Updated 2003-09-09
Also See
ONION
-
P. Mitra, G. Wiederhold , and M. Kersten. A Graph-Oriented Model
for Articulation of Ontology Interdependencies. In: Proceedings Conference on
Extending Database Technology 2000 (EDBT'2000), Konstanz, Germany, 2000.
http://citeseer.nj.nec.com/mitra00graphoriented.html
Chimaera
- D. L. McGuinness, R. Fikes, J. Rice, and S. Wilder. An
environment for merging and testing large ontologies. In Proc. of KR-00,
2000. http://www.ksl.stanford.edu/people/dlm/papers/kr2000-camera-ready-copy.doc
- Deborah L. McGuinness, Richard Fikes, James Rice,
and Steve Wilder, ``The
Chimaera Ontology Environment,'' In the Proceedings of the The
Seventeenth National Conference on Artificial Intelligence (AAAI 2000),
Austin, Texas, July 30 - August 3, 2000.
FCA-Merge
- G. Stumme and A. Madche. FCA-Merge: Bottom-up merging of
ontologies. In 7th Intl. Conf. on Artificial Intelligence (IJCAI '01), pages
225--230, Seattle, WA, 2001. http://citeseer.nj.nec.com/stumme01fcamerge.html
- G. Stumme and A. Maedche. Ontology Merging for Federated
Ontologies on the Semantic Web. In Proceedings of the International Workshop for
Foundations of Models for Information Integration (FMII-2001), Viterbo, Italy,
September 2001. http://citeseer.nj.nec.com/stumme01ontology.html
Summaries
ARTEMIS & MOMIS
- S. Castano; V. De Antonellis: A Schema Analysis and Reconciliation
Tool Environment. Proc. IDEAS '99, IEEE, 1999.
- Castano, S., V. De Antonellis, S. De Capitani di Vemercati: Semantic
Integration of Heterogeneous Data Sources. Trans. On Data and Knowledge
Eng., to appear.
- [BCV99]Bergamaschi, S., S. Castano, M. Vincini: Semantic Integration
of Semistructured and Structured Data Sources. SIGMOD Record 28(1), 1999.
- [BBC*00] Beneventano, D., S. Bergamaschi, S. Castano, A. Corni, R. Guidetti,
G.Malvezzi, M. Melchiori, M. Vincini: Information Integration: the MOMIS
Project Demonstration. Proc. VLDB 2000, 611-614.
- [BCVB01] Bergamaschi, S., S. Castano, M. Vincini, D. Beneventano: Retrieving
and Integrating Data from Multiple Sources: the MOMIS Approach. Special
Issue on Intelligent Information Integration, Data & Knowledge Engineering,
Elsevier Science B.V. (to appear).
BUSTER
Clio
- Haas, L.M., R.J. Miller, B. Niswonger, M. Tork Roth, P.M. Schwarz, E.L.
Wimmers: Transforming
Heterogeneous Data with Database Middleware: Beyond Integration. IEEE
Tech. Bull. Data Engineering 22 (1), 1999:31-36
- R. J. Miller, L. M. Haas, and M. Hernandez. Schema
Mapping as Query Discovery. In Proceedings of the International Conference
on Very Large Data Bases (VLDB), pages 77--88, 2000.
A representation
by Helen Chen
- Transforming Heterogeneous Data with Database
Middleware: Beyond Integration (398KB PDF file) [Bulleting of the
Technical Committee on Data Engineering, March 1999, Vol. 22 No.
1].
- Clio: Schema Mapping as Query
Discovery (318KB PDF file) [VLDB 2000 Papers].
- Data-Driven Understanding and Refinement
of Schema Mappings (257KB PDF file) [SIGMOD 2001 Paper].
- The Clio Project: Managing
Heterogeneity (154KB PDF file) [SIGMOD Record, Vol. 30, No. 1,
March 2001].
- Attribute Classification Using Feature
Analysis (83KB PDF file) [ICDE 2002 Poster
Presentation].
- Clio: A Semi-Automatic Tool for Schema
Mapping (190KB PDF file) [Demo on SIGMOD 2001].
- Mapping XML and Relational Schemas with
Clio (63KB PDF file) [Demo on ICDE 2002].
COIN
- Cheng Hian Goh. Representing and Reasoning about Semantic
Conflicts in Heterogeneous Information Sources. Phd, MIT, 1997
COMA
Cupid
Delta
- Benkley, S., J. Fandozzi, E. Housman, G. Woodhouse: Data Element
Tool-Based Analysis (DELTA), MITRE Technical Report MTR´95B147,
1995.1
- Clifton, C., E. Housman, A. Rosenthal: Experience with a Combined
Approach to Attribute-Matching Across Heterogenenous Databases. Proc.
7. IFIP 2.6 Working Conf. Database Semantics, 1997
DIKE
- [PSTU1999] Palopoli, L., D. Sacca, G. Terracina, D. Ursino: A Unified
Graph-Based Framework for Deriving Nominal Interscheme Properties, Type
Conflicts and Object Cluster Similarities. Proc.4th CoopIS, IEEE Computer
Society, 1999, 34-45.
- [PSU1998a] Palopoli, L., D. Sacca, D. Ursino: Semi-Automatic, Semantic
Discovery of Properties from Database Schemas. Proc. IDEAS, 1998, 244-253.
- [PSU1998b] Palopoli, L., D. Sacca, D. Ursino: An Automatic Technique
for Detecting Type Conflicts in Database Schemas. Proc. CIKM, 1998,
306-313.
- [PTU2000] Palopoli, L., G. Terracina, D. Ursino: The System DIKE:
Towards the Semi-Automatic Synthesis of Cooperative Information Systems
and Data Warehouses. ADBIS-DASFAA 2000, Matfyzpress, 108-117.
DWQ
- Diego Calvanese, Giuseppe De Giacomo, and Maurizio Lenzerini.
Description logics for information integration. In Computational Logic: From
Logic Programming into the Future (In honour of Bob Kowalski), Lecture Notes in
Computer Science. SpringerVerlag, 2001. To appear.
http://citeseer.nj.nec.com/calvanese01description.html
HICAL
ILA
INDUS
- Silvescu, A., Reinoso-Castillo, J. and Honavar, V. (2001). Ontology-Driven
Information Extraction and Knowledge Acquisition from Heterogeneous,
Distributed, Autonomous Biological Data Sources. In: IJCAI-01 Workshop on
Knowledge Discovery from Heterogeneous, Distributed, Dynamic, Autonomous Data
and Knowledge Sources. International Joint Conference on Artificial
Intelligence.
- D. Caragea, A. Silvescu, and V. Honavar et al., Learning in open-ended
environments: Distributed learning and incremental learning,｡ｱ in Architectures
for Intelligence, Wermter et al., Eds. New York: Springer-Verlag, 2001.
- Relational Data Mining Approaches, as Chapter 2 in Hector Leiva. 2002. Thesis: MRDTL: A
Multi-Relational Decision Tree Learning Algorithm. Masters Thesis.
- INDUS SYSTEM, as Chapter 3 in Jaime Reinoso-Castillo. 2002. Thesis: Ontolgy-Driven
Information Extraction and Integration from Autonomous, Heterogeneous,
Distributed Data Sources -- A Federated Query-Centric Approach. Masters
Thesis.
- ITR:
Algorithms and Software for Knowledge Acquisition from Heterogeneous Distributed
Data. National Science Foundation Vasant Honavar, (2002-2005).
- Honavar, V., Andorf, C., Caragea, D., Silvescu, A., and Sharma, T. (2001).
Agent-Based Systems for Data-Driven Knowledge Discovery from Distributed Data
Sources: From Specification to Implementation. In: Intelligent Agent Software
Engineering. Plekhanova, V., and Wermter, S. (Ed.), London: Idea Group
Publishing.
Infomaster
KRAFT
- A. D. Preece, K.-Y. Hui, W. A. Gray, P. Marti, T. J. M.
Bench-Capon, D. M. Jones, and Z. Cui. The KRAFT Architecture for Knowledge
Fusion and Transformation. In 19th SGES Int. Conf. on Knowledge-based Systems
and Applied Articial Intelligence (ES'99). SpringerVerlag, 1999.
http://citeseer.nj.nec.com/article/preece99kraft.html
LSD, COMAP, GLUE
and iMap
MECOTA
Holger Wache , TZI - Centre for Computing Technologies , University of Bremen， Germany
http://www.informatik.uni-bremen.de/~wache/
- Holger Wache. Towards rule-based context transformation in
mediators. In S. Conrad, W. Hasselbring, and G. Saake, editors, International
Workshop on Engineering Federated Information Systems (EFIS 99), K uhlungsborn,
Germany, 1999. Infix-Verlag. http://citeseer.nj.nec.com/wache99towards.html
OBSERVER
- E. Mena, V. Kashyap, A. Sheth and A. Illarramendi, "OBSERVER: An
approach for Query Processing in Global Information Systems based on
Interoperation across Pre-existing Ontologies," Proceedings of the 1 st IFCIS
International Conference on Cooperative Information Systems (CoopIS '96),
Brussels, Belgium, June 1996.
http://citeseer.nj.nec.com/article/mena00observer.html
- E. Mena,
A. Illarramendi, V. Kashyap, and A. Sheth. OBSERVER: an approach for
query processing in global information systems based on interoperation across
pre-existing ontologies. Distributed and Parallel Databases, 8(2):223--71,
2000. http://citeseer.ist.psu.edu/311175.html
OntoMapper
- Sushama Prasad, Yun Peng, and Tim Finin, A Tool For Mapping Between Two
Ontologies Using Explicit Information, Paper, AAMAS 2002 Workshop on
Ontologies and Agent Systems, Italy, July, 2002. http://umbc.edu/~finin/papers/aaai02a/draft.pdf
PICSEL
- Francois Goasdou e, V eronique Lattes, and Marie-Christine
Rousset. The use of carin language and algorithms for information
integration: The picsel project,. International Journal of Cooperative
Information Systems (IJCIS), 9(4):383 -- 401, 1999.
Prompt and SMART
- N. F. Noy and M. A. Musen. Prompt: Algorithm and tool for automated ontology
merging and alignment. In AAAI/IAAI 2000, pages 450–455, Austin, TX, 2000.
http://citeseer.nj.nec.com/528663.html
- Noy, N.F., and Musen, M.A. (1999). SMART: Automated Support for Ontology
Merging and Alignment. Submitted to the Twelth Workshop on Knowledge Acquisition,
Modeling, and Management, 1999. Banff, Canada.",http://citeseer.nj.nec.com/247714.html
- Fridman Noy, N. and Musen, M. A. 1999. An Algorithm for Merging
and Aligning Ontologies: Automation and Tool Support. In Proceedings of the
Workshop on Ontology Management at the Sixteenth National Conference on
Artificial Intelligence (AAAI-99). Orlando, FL: AAAI Press.
http://citeseer.nj.nec.com/noy99algorithm.html
- Natalya F. Noy, Mark A. Musen Evaluating Ontology-Mapping Tools: Requirements and
Experience http://citeseer.nj.nec.com/536506.html
- Anchor-PROMPT: Using Non-Local Context for Semantic Matching
by N. F. Noy & M. A. Musen. In the Proceedings of the Workshop
on Ontologies and Information Sharing at the Seventeenth International
Joint Conference on Artificial Intelligence (IJCAI-2001), Seattle, WA,
August 200. Available as SMI technical report SMI-2001-0889
(2001)
SEMINT
- [LC2000] W. Li and C. Clifton. SEMINT:
A tool for identifying attribute correspondence in heterogeneous databases
using neural networks. Data and Knowledge Engineering, 33:49--84, 2000.
- [LC1994] Li, W., C. Clifton: Semantic Integration in Heterogeneous Databases
Using Neural Networks. Proc. VLDB 1994, 1-12.
- [LCL2000] Li, W., C. Clifton, S. Liu: Database
Integration Using Neural Network: Implementation and Experiences. Knowledge
and Information Systems, 2(1), 2000.
SHOE
- Heflin, J. and Hendler, J. (2000). Semantic interoperability on
the web. In Extreme Markup Languages 2000.
http://citeseer.nj.nec.com/heflin00semantic.html
- J. Heflin and J. Hendler. Searching the web with shoe. In
Artificial Intelligence for Web Search. Papers from the AAAI Workshop. WS-00-01,
pages 35--40. AAAI Press, 2000.
http://citeseer.nj.nec.com/heflin00searching.html
- Heflin, J.; Hendler, J.; and Luke, S. 1999. SHOE: A Knowledge Representation
Language for Internet Applications, Technical Report, CS-TR-4078 (UMIACS
TR-99-71), Dept. of Computer Science, University of Maryland.
http://citeseer.nj.nec.com/heflin99shoe.html
- Heflin, J., Hendler, J. and Luke, S. (1998). Reading Between the
Lines: Using SHOE to Discover Implicit Knowledge from the Web. AAAI-98 Workshop
on AI and Information Integration. Available online at
http://www.cs.umd.edu/projects/plus/SHOE/shoe-aaai98.ps.
http://citeseer.nj.nec.com/heflin98reading.html
- Heflin, J., Hendler, J., and Luke, S. SHOE: A Blueprint for the Semantic Web. In
Fensel, D., Hendler, J., Lieberman, H., and Wahlster, W. (Eds.), Spinning the
Semantic Web. MIT Press, Cambridge, MA, 2003. http://citeseer.nj.nec.com/566448.html
- Heflin, J. Towards the Semantic Web: Knowledge Representation in a Dynamic,
Distributed Environment. Ph.D. Thesis, University of Maryland, College Park.
2001http://www.cse.lehigh.edu/~heflin/pubs/heflin-thesis-orig.pdf
- Heflin, J. and Hendler, J. A Portrait of the Semantic Web in Action. IEEE
Intelligent Systems, 16(2):54-59, 2001
- J. Hendler, "Agents and the Semantic Web," IEEE Intelligent
Systems, vol. 16, no. 2, Mar./Apr. 2001, pp. 30--37.
http://citeseer.nj.nec.com/hendler01agents.html
- Heflin, J., and Hendler, J. 2000. Dynamic Ontologies on the Web.
In Proceedings of American Association for Artificial Intelligence Conference
(AAAI-2000). Menlo Park, Calif.: AAAI Press.
http://citeseer.nj.nec.com/heflin00dynamic.html
- J. Heflin, J. Hendler, and S. Luke. 1999. Applying Ontology to the
Web: A Case Study. In Proceedings of the International Work-Conference on
Artificial and Natural Neural Networks, IWANN'99.
http://citeseer.nj.nec.com/heflin99applying.html
- S. Luke, L. Spector, D. Rager, and J. Hendler. Ontology-based Web
agents. In W. L. Johnson, editor, Proceedings of the 1st International
Conference on Autonomous Agents, pages 59--66. ACM, 1997.
http://citeseer.nj.nec.com/luke97ontologybased.html
- Jeff Heflin and James
Hendler. Searching the Web with SHOE In AAAI-2000 Workshop on AI for Web Search. 2000. Formats: PostScript, PDF.
- Jeff Heflin, James Hendler, and Sean Luke. Coping with Changing Ontologies in a Distributed
Environment, In AAAI-99
Workshop on Ontology Management. 1999. Formats: PostScript, PDF.
- Sean Luke and James Hendler. Web Agents That Work, In
IEEE Multimedia, 4(3), 1997. Formats:
-
Sean Luke, Lee Spector, and David Rager. Ontology-Based Knowledge Discovery on the World-Wide Web, In AAAI96 Workshop on Internet-based
Information Systems. Formats: HTML, PostScript
SIMS
Yigal Arens Information Sciences Institute, University of Southern California
http://ai.isi.edu/people/profiles/arens.html
- Yigal Arens, Chin Chee, Chun-Nan Hsu, Hoh In, and Craig A.
Knoblock. Query processing in an information mediator. In Proceedings of the
ARPA/Rome Lab 1994 Knowledge-Based Planning and Scheduling Initiative Workshop,
February 1994. http://citeseer.nj.nec.com/arens94query.html
- Y. Arens, C. A. Knoblock and C. Hsu, "Query Processing in the SIMS
Information Mediator, " in Advanced Planning Technology, editor, Austin Tate,
AAAI Press, Menlo Park, CA, 1996.
http://citeseer.nj.nec.com/article/arens96query.html
SKAT
TransScm
Tree Matching
- Zhang, K., D. Shasha: Simple Fast Algorithms for the Editing Distance
Between Trees and Related Problems. SIAM J. on Computing 18, 1989, 1245-1262.
- Zhang, K., D. Shasha., J.T.L. Wang: Fast Serial and Parallel Algorithms
for Approximate Tree Matching with VLDC’s. Proc Int’l Conf. Combinatorial
Pattern Matching, 1992, 148-158.
- Zhang, K., D. Shasha: Approximate Tree Pattern Matching. In Pattern
Matching in Strings, Trees, and Arrays, A. Apostolico and Z. Galil (eds.).
Oxford University Press.1997, 341-371.
- Wang, J.T.L., K. Zhang, K. Jeong, D. Shasha: A System for Approximate
Tree Matching. IEEE TKDE 6, 4 (Aug. 1994), 559-571.
TSIMMIS
- Garcia-Molina, H.; Papakonstantinou, Y.; Quass, D.; Rajaraman,A.; Sagiv,
Y.; Ullman, J.; and Widom, J. 1997.The TSIMMIS project: Integration of
heterogeneous information sources. Journal of Intelligent Information
Systems 8(2):117–132.
- S. Chawathe, H. Garcia-Molina, J. Hammer, K. Ireland, Y.
Papakonstantinou, J. Ullman, and J. Widom. The TSIMMIS Project: Integration of
Heterogeneous Information Sources. In Proc. of IPSJ Conference, pages 7--18,
1994. http://citeseer.nj.nec.com/chawathe94tsimmis.html
- H. Garcia-Molina, Y. Papakonstantinou, D. Quass, A. Rajamaran, Y.
Sagiv, J. Ullman, V. Vassalos and J. Widom, The TSIMMIS Approach to Mediation:
Data Models and Languages, Journal of Intelligent Information Systems, 8 (1997)
117-132. Available at: http://www-db.stanford.edu/tsimmis/publications.html 13
http://citeseer.nj.nec.com/garcia-molina95tsimmis.html
Tukwila
Xmapper
Other
- Ives, Z. G.; Florescu, D.; Friedman, M. A.; Levy, A. Y.;and Weld, D.
S. 1999. An adaptive query execution system for data integration. In Proc.
of ACM SIGMOD Int. Conf. on Management of Data (SIGMOD), 299–310. ACM Press.
- Knoblock, C.; Minton, S.; Ambite, J.; Ashish, N.; Modi, P.; Muslea,
I.; Philpot, A.; and Tejada, S. 1998. Modeling web sources for information
integration. In Proc. of the National Conference on Artificial Intelligence
(AAAI).
- Lambrecht, E.; Kambhampati, S.; and Gnanaprakasam, S.1999. Optimizing
recursive information gathering plans. In Proceedings of the International
Joint Conference on Artificial Intelligence (IJCAI).
- Levy, A. Y.; Rajaraman, A.; and Ordille, J. 1996. Querying heterogeneous
information sources using source descriptions. In Proc. of the Int. Conf.
on Very Large Data Bases (VLDB), 251–262.
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