Fractals Text Mining Using Bibliometrics And Database Tomography

  • Tagung:

    Zeitschriftenartikel 

  • Autoren:

    Ronald N. Kostoff
    Michael F. Schlesinger
    Guido Malpohl

  • Summary

    Database Tomography (DT) is a textual database analysis system consisting of two major components: (1) algorithms for extracting multi-word phrase frequencies and phrase proximities (physical closeness of the multi-word technical phrases) from any type of large textual database, to augment (2) interpretative capabilities of the expert human analyst. DT was used to obtain technical intelligence from a Fractals database derived from the Science Citation Index/Social Science Citation Index (SCI). Phrase frequency analysis by the technical domain experts provided the pervasive technical themes of the Fractals database, and the phrase proximity analysis provided the relationships among the pervasive technical themes. Bibliometric analysis of the Fractals literature supplemented the DT results with author/journal/institution publication and citation data.
  • Jahr:

    2003 

Beteiligte Mitarbeiter (zufällige Reihenfolge)
Titel Vorname Nachname
Dr. Guido Malpohl

Bibtex

@article{,
author={RONALD N. KOSTOFF, MICHAEL F. SHLESINGER, GUIDO MALPOHL},
title={FRACTALS TEXT MINING USING BIBLIOMETRICS AND DATABASE TOMOGRAPHY},
year=2003,
volume={12},
doi={10.1142/S0218348X04002343},
abstract={Database Tomography (DT) is a textual database analysis system consisting of two major components: (1) algorithms for extracting multi-word phrase frequencies and phrase proximities (physical closeness of the multi-word technical phrases) from any type of large textual database, to augment (2) interpretative capabilities of the expert human analyst. DT was used to obtain technical intelligence from a Fractals database derived from the Science Citation Index/Social Science Citation Index (SCI). Phrase frequency analysis by the technical domain experts provided the pervasive technical themes of the Fractals database, and the phrase proximity analysis provided the relationships among the pervasive technical themes. Bibliometric analysis of the Fractals literature supplemented the DT results with author/journal/institution publication and citation data.},
pages={1--16},
journal={Fractals},
}