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Standardizing formats of corporate source data

Author

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  • Carmen Galvez

    (University of Granada)

  • Félix Moya-Anegón

    (University of Granada)

Abstract

This paper describe an approach for improving the data quality of corporate sources when databases are used for bibliometric purposes. Research management relies on bibliographic databases and citation index systems as analytical tools, yet the raw resources for bibliometric studies are plagued by a lack of consistency in fied formatting for institution data. The present contribution puts forth a Natural Language Processing (NLP)-oriented method for the identification of the structures guiding corporate data and their mapping into a standardized format. The proposed unification process is based on the definition of address patterns and the ensuing application of Enhanced Finite-State Transducers (E-FST). Our procedure was tested on address formats downloaded from the INSPEC, MEDLINE and CAB Abstracts. The results demonstrate the helpfulness of the method as long as close control of errors is exercised as far as the formats to be unified. The computational efficacy of the model is noteworthy, due to the fact that it is firmly guided by the definition of data in the application domain.

Suggested Citation

  • Carmen Galvez & Félix Moya-Anegón, 2007. "Standardizing formats of corporate source data," Scientometrics, Springer;Akadémiai Kiadó, vol. 70(1), pages 3-26, January.
    • Handle: RePEc:spr:scient:v:70:y:2007:i:1:d:10.1007_s11192-007-0101-0
    DOI: 10.1007/s11192-007-0101-0
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    References listed on IDEAS

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    1. Herbertz, Heinrich & Muller-Hill, Benno, 1995. "Quality and efficiency of basic research in molecular biology: a bibliometric analysis of thirteen excellent research institutes," Research Policy, Elsevier, vol. 24(6), pages 959-979, November.
    2. Henk F. Moed, 2000. "Bibliometric Indicators Reflect Publication and Management Strategies," Scientometrics, Springer;Akadémiai Kiadó, vol. 47(2), pages 323-346, February.
    3. Carmen Galvez & Félix Moya-Anegón, 2006. "The unification of institutional addresses applying parametrized finite-state graphs (P-FSG)," Scientometrics, Springer;Akadémiai Kiadó, vol. 69(2), pages 323-345, November.
    4. Herman Van den Berghe & Josee A. Houben & Renger E. de Bruin & Henk F. Moed & André Kint & Marc Luwel & Eric H. J. Spruyt, 1998. "Bibliometric indicators of university research performance in Flanders," Journal of the American Society for Information Science, Association for Information Science & Technology, vol. 49(1), pages 59-67.
    5. Peter Ingwersen & Finn Hjortgaard Christensen, 1997. "Data set isolation for bibliometric online analyses of research publications: Fundamental methodological issues," Journal of the American Society for Information Science, Association for Information Science & Technology, vol. 48(3), pages 205-217, March.
    6. William W. Hood & Concepción S. Wilson, 2003. "Informetric studies using databases: Opportunities and challenges," Scientometrics, Springer;Akadémiai Kiadó, vol. 58(3), pages 587-608, November.
    7. E.C.M. Noyons & H.F. Moed & M. Luwel, 1999. "Combining mapping and citation analysis for evaluative bibliometric purposes: A bibliometric study," Journal of the American Society for Information Science, Association for Information Science & Technology, vol. 50(2), pages 115-131.
    8. Paula Mählck & Olle Persson, 2000. "Socio-Bibliometric Mapping of Intra-Departmental Networks," Scientometrics, Springer;Akadémiai Kiadó, vol. 49(1), pages 81-91, August.
    9. Martha E. Williams & Laurence Lannom, 1981. "Lack of standardization of the journal title data element in databases," Journal of the American Society for Information Science, Association for Information Science & Technology, vol. 32(3), pages 229-233, May.
    10. Anthony F. J. van Raan, 2005. "Fatal attraction: Conceptual and methodological problems in the ranking of universities by bibliometric methods," Scientometrics, Springer;Akadémiai Kiadó, vol. 62(1), pages 133-143, January.
    11. Félix Moya-Anegón & Benjamín Vargas-Quesada & Victor Herrero-Solana & Zaida Chinchilla-Rodríguez & Elena Corera-Álvarez & Francisco J. Munoz-Fernández, 2004. "A new technique for building maps of large scientific domains based on the cocitation of classes and categories," Scientometrics, Springer;Akadémiai Kiadó, vol. 61(1), pages 129-145, September.
    12. Anne B. Piternick, 1982. "Standardization of journal titles in databases," Journal of the American Society for Information Science, Association for Information Science & Technology, vol. 33(2), pages 105-105, March.
    13. James C. French & Allison L. Powell & Eric Schulman, 2000. "Using clustering strategies for creating authority files," Journal of the American Society for Information Science, Association for Information Science & Technology, vol. 51(8), pages 774-786.
    14. Bourke, Paul & Butler, Linda, 1998. "Institutions and the map of science: matching university departments and fields of research," Research Policy, Elsevier, vol. 26(6), pages 711-718, February.
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    4. Woo Hyoung Lee, 2008. "How to identify emerging research fields using scientometrics: An example in the field of Information Security," Scientometrics, Springer;Akadémiai Kiadó, vol. 76(3), pages 503-525, September.

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