Knowledge and Systems Engineering pp 65-83 | Cite as
SudocAD: A Knowledge-Based System for the Author Linkage Problem
Abstract
SudocAD is a system concerning the author linkage problem in a bibliographic database context. Having a bibliographic database \(\mathcal E\) and a (new) bibliographic notice d, r being an identifier of an author in \(\mathcal E\) and r′ being an identifier of an author in d: is that r and r′ refer to the same author ? The system, which is a prototype, has been evaluated in a real situation. Compared to results given by expert librarians, the results of SudocAD are interesting enough to plan a transformation of the prototype into a production system. SudocAD is based on a method combining numerical and knowledge based techniques. This method is abstractly defined and even though SudocAD is devoted to the author linkage problem the method could be adapted for other kinds of linkage problems especially in the semantic web context.
Preview
Unable to display preview. Download preview PDF.
References
- 1.ABES, http://www.abes.fr/
- 2.Arasu, A., Christopher, R., Suciu, D.: Large-scale deduplication with constraints using dedupalog. In: Proceedings of the 25th International Conference on Data Engineering (ICDE), pp. 952–963 (2009)Google Scholar
- 3.Benjelloun, O., Garcia-Molina, H., Menestrina, D., Su, Q., Euijong Whang, S., Widom, J.: Swoosh: a generic approach to entity resolution. The VLDB Journal 18(9-10), 255–276 (2009)CrossRefGoogle Scholar
- 4.Baget, J.-F., Leclère, M., Mugnier, M.-L., Salvat, E.: On rules with existential variables: Walking the decidability line. Artif. Intell. 175(9-10), 1620–1654 (2011)CrossRefMATHGoogle Scholar
- 5.The CIDOC CRM, http://www.cidoc-crm.org/
- 6.Chein, M., Mugnier, M.-L.: Graph-based Knowledge Representation. Springer, London (2009)MATHGoogle Scholar
- 7.COGUI, http://www.lirmm.fr/cogui/
- 8.de Carvalho, M.G., Laender, A.H.F., Goncalves, M.A., da Silva, A.S.: Genetic programming approach to record deduplication. IEEE Transactions on Knowledge and Data Engineering 24(3), 399–412 (2012)CrossRefGoogle Scholar
- 9.Elmagarmid, A.K., Ipeirotis, P.G., Verykios, V.S.: Duplicate record detection: A survey. Transactions on Knowledge and Data Engineering, p. 2007 (2007)Google Scholar
- 10.COGUI examples, http://www.lirmm.fr/cogui/examples.php#sudocad
- 11.Functional Requirements for Bibliographic Records, http://www.ifla.org/publications/functional-requirements-for-bibliographic-records
- 12.Object Formulation of FRBR, http://www.cidoc-crm.org/frbr_inro.html
- 13.Fellegi, I.P., Sunter, A.B.: A theory for record linkage. Journal of the American Statistical Association (1969)Google Scholar
- 14.Fatiha Sais, F., Pernelle, N., Rousset, M.-C.: Combining a logical and a numerical method for reference reconciliation. Journal of Data Semantics, 66–94 (2009)Google Scholar
- 15.Gu, L., Baxter, R., Vickers, D., Rainsford, C.: Record linkage: current practice and future directions. Technical Report 03/83, CSIRO Mathematical and Information Sciences (2003)Google Scholar
- 16.Gomatam, S.: An empirical comparison of record linkage procedures. Statist. Med. 21(1), 1485–1496 (2002)MathSciNetCrossRefGoogle Scholar
- 17.Hernández, M.A., Stolfo, S.J.: Real-world data is dirty: data cleansing and the merge/purge problem. Data Min. Knowl. Discov. 20(2(1)), 9–37 (1998)Google Scholar
- 18.IdRef:authority files of the Sudoc database, http://en.abes.fr/Other-services/IdRef
- 19.Suchanek, F.M., Abiteboul, S., Senellart, P.: Paris: Probabilistic alignment of relations, instances, and schema. Proceedings of the VLDB Endowment 5(3), 157–168 (2012)Google Scholar
- 20.Newcombe, H.B., Kennedy, J.M., Axford, S.J., James, A.P.: Automatic linkage of vital records. Science (1959)Google Scholar
- 21.Neil, N.R., Smalheiser, R., Torvik, V.I.: Author name disambiguation. Annual Review of Information Science and Technology (ARIST) 43 (2009)Google Scholar
- 22.PerseeD, http://www.persee.fr/web/guest/home
- 23.RDA: Resource Description and Access, http://www.rda-jsc.org/rda.html
- 24.Singla, P., Domingos, P.: Object identification with attribute-mediated dependences. In: Jorge, A.M., Torgo, L., Brazdil, P.B., Camacho, R., Gama, J. (eds.) PKDD 2005. LNCS (LNAI), vol. 3721, pp. 297–308. Springer, Heidelberg (2005)CrossRefGoogle Scholar
- 25.Shvaiko, P., Euzenat, J.: Ontology matching: State of the art and future challenges. IEEE Trans. Knowl. Data Eng. 25(1), 158–176 (2013)CrossRefGoogle Scholar
- 26.Sais, F., Pernelle, N., Rousset, M.-C.: L2r: a logical method for reference reconciliation. In: Proc. of AAAI 2007, pp. 329–334 (2007)Google Scholar
- 27.
- 28.
- 29.Winkler, W.E.: Overview of record linkage and current research directions. Technical report, U.S. Census Bureau (2006)Google Scholar
- 30.Winkler, W.E.: Record linkage references. Technical report, U.S. Census Bureau (2008)Google Scholar