An Analysis of the relative hardness of reuters-21578 subsets (Articolo in rivista)

Type

• Prodotto della ricerca (Classe)
• Articolo in rivista (Classe)

Label

• An Analysis of the relative hardness of reuters-21578 subsets (Articolo in rivista) (literal)

Anno

• 2005-01-01T00:00:00+01:00 (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#doi

• 10.1002/asi.20147 (literal)

Alternative label

• Debole F.; Sebastiani F. (2005)
  An Analysis of the relative hardness of reuters-21578 subsets
  in Journal of the American Society for Information Science and Technology (Print); John Wiley & Sons, Ltd., New York (Stati Uniti d'America)
  (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#autori

• Debole F.; Sebastiani F. (literal)

Pagina inizio

• 584 (literal)

Pagina fine

• 596 (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#url

• http://onlinelibrary.wiley.com/doi/10.1002/asi.20147/abstract (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#numeroVolume

• 56 (literal)

Rivista

• Journal of the American Society for Information Science and Technology (Rivista)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#note

• Vol. 56 n. 6 (2005), Wiley Periodicals, 2005. (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#pagineTotali

• 13 (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#numeroFascicolo

• 6 (literal)

Note

• Scopu (literal)
• PuM (literal)
• ISI Web of Science (WOS) (literal)
• Google Scholar (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#affiliazioni

• CNR-ISTI Pisa (literal)

Titolo

• An Analysis of the relative hardness of reuters-21578 subsets (literal)

Abstract

• The existence, public availability, and widespread acceptance of a standard benchmark for a given information retrieval (IR) task are beneficial to research on this task, because they allow different researchers to experimentally compare their own systems by comparing the results they have obtained on this benchmark. The Reuters-21578 test collection, together with its earlier variants, has been such a standard benchmark for the text categorization (TC) task throughout the last 10 years.However , the benefits that this has brought about have somehow been limited by the fact that different researchers have 'carved' different subsets out of this collection and tested their systems on one of these subsets only; systems that have been tested on different Reuters-21578 subsets are thus not readily comparable.In this article, we present a systematic, comparative experimental study of the three subsets of Reuters-21578 that have been most popular among TC researchers.The results we obtain allow us to determine the relative hardness of these subsets, thus establishing an indirect means for comparing TC systems that have, or will be, tested on these different subsets. (literal)

Editore

• John Wiley & Sons, Ltd. (Editore)

Prodotto di

• Digital Libraries (ICT.P08.010.002) (Modulo)
• Istituto di scienza e tecnologie dell'informazione \"Alessandro Faedo\" (ISTI) (Istituto)

Autore CNR

• FABRIZIO SEBASTIANI (Unità di personale interno)
• FRANCA DEBOLE (Persona)

Insieme di parole chiave

• Keywords of "An Analysis of the relative hardness of reuters-21578 subsets" (Insieme di parole chiave)

Incoming links:

Prodotto

• Istituto di scienza e tecnologie dell'informazione \"Alessandro Faedo\" (ISTI) (Istituto)
• Digital Libraries (ICT.P08.010.002) (Modulo)

Autore CNR di

• FABRIZIO SEBASTIANI (Unità di personale interno)
• FRANCA DEBOLE (Persona)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#rivistaDi

• Journal of the American Society for Information Science and Technology (Rivista)

Editore di

• John Wiley & Sons, Ltd. (Editore)

Insieme di parole chiave di

• Keywords of "An Analysis of the relative hardness of reuters-21578 subsets" (Insieme di parole chiave)