Entity resolution in geospatial data integration

GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems

Volumn , Issue , 2006, Pages 83-90

  Sehgal, Vivek ^a   Getoor, Lise ^a   Viechnicki, Peter D ^b  

^a UNIVERSITY OF MARYLAND   (United States)

^b United States Board on Geographic Names   (United States)

Author keywords

Algorithms; Experimentation

Indexed keywords

ALGORITHMS; AVAILABILITY; COMPUTATIONAL METHODS; DATABASE SYSTEMS; PROBLEM SOLVING; ROBUST CONTROL;

AUTOMATIC MERGING; DEMOGRAPHIC INFORMATION; GEOSPATIAL DATA; GEOSPATIAL ENTITY RESOLUTION;

GEOGRAPHIC INFORMATION SYSTEMS;

EID: 34547438240     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1183471.1183486     Document Type: Conference Paper

References (16)

1. C. Beeri, Y. Kanza, E. Safra, and Y. Sagiv. Object fusion in geographic information systems. In International Conference on Very Large Data Bases, 2004.
2. Indrajit Bhattacharya and Lise Getoor. Iterative record linkage for cleaning and integration. In SIGMOD Workshop on Data Mining and Knowledge Discovery, 2004.
3. Ching-Chien Chen, Craig A. Knoblock, Cyrus Shahabi, Yao-Yi Chiang, and Snehal Thakkar. Automatically and accurately conflating orthoimagery and street maps. In Proceedings of the 12th ACM International Symposium on Advances in Geographic-Information Systems (ACM-GIS'04), 2004.
4. Y. Doytsher and S. Filin. The detection of corresponding objects in a linear-based map confliation. Surveying and Land Information Systems, 60(2):117-128, 2000.
5. G. W. Flake and S. Lawrence. Efficient SVM regression training with SMO. In Machine Learning, volume 46, pages 271-290, 2001.
6. S. Lawrence, K. Bollacker, and C. L. Giles. Autonomous citation matching. In Proceedings of the Third International Conference on Autonomous Agents, 1999.
7. X. Li, P. Morie, and D. Roth. Semantic integration in text: From ambiguous names to identifiable entities. AI Magazine Special Issue on Semantic Integration, 2005.
8. H. Mayer. Automatic object extraction from aerial imagery - a survey focusing on buildings. Computer Vision and Image Understanding, 74(2), 1999.
9. A. McCallum and B. Wellner. Conditional models of identity uncertainity with application to noun conference. In Neural Information Processing Systems Conference, 2004.
10. Martin Michalowski, Jos Luis Ambite, Snehal Thakkar, Rattapoom Tuchinda, Craig A. Knoblock, and Steve Minton. Retrieving and semantically integrating heterogeneous data from the web. In IEEE Intelligent Systems, 19(8), 2004.
11. M. Minami. Using arcmap, 2000. Enviornmental Systems Research Institute, Inc.
12. H. Newcombe, J. Kennedy, S. Axford, and A. James. Automatic linkage of vital records. Science, 130:954-959, 1959.
13. Parag and P. Domingos. Multi-relational record linkage. In ACM SIGKDD Workshop on Multi-Relational Data Mining, 2004.
14. A. Saafeld. Conflation-automated map compilation. International Journal of Geographical Information Systems, 2(3):217-228, 1988.
15. A. Samal, S. Seth, and K. Cueto. A feature based approach to conflation of geospatial sources. International Journal of Geographical Information Systems, 18(00):1-31, 2004.
16. W. E. Winkler. Methods for record linkage and bayesian networks. Technical report, Statistical Research Division, U.S. Census Bureau, Washington, DC, 2002.