Detail publikace

Towards a Framework for Comparing Automatic Term Recognition Methods

KNOTH, P. SCHMIDT, M. SMRŽ, P. ZDRÁHAL, Z.

Originální název

Towards a Framework for Comparing Automatic Term Recognition Methods

Typ

článek ve sborníku mimo WoS a Scopus

Jazyk

angličtina

Originální abstrakt

Automatic Term Recognition focuses on the extraction of words and multi-word expressions that are significant for a given domain. There is a considerable interest in using ATR for automatic metadata generation, creation of thesauri and terminological glossaries, keyword extraction, ontology building, etc. This paper introduces a new ATR evaluation framework that consists of the open-source referential implementation of advanced ATR algorithms, annotated datasets and tools for the task-specific evaluation. We demonstrate the advantages of the framework on an experimental study comparing the base ATR methods as well as their combinations under various conditions. The created platform is freely available and prepared for extensions by other researchers.

Klíčová slova

automatic term recognition, keyword extraction, evaluation

Autoři

KNOTH, P.; SCHMIDT, M.; SMRŽ, P.; ZDRÁHAL, Z.

Rok RIV

2009

Vydáno

6. 2. 2009

Nakladatel

Faculty of Informatics and Information Technology Slovak University of Technology in Bratislava

Místo

Bratislava

ISBN

978-80-227-3015-0

Kniha

Znalosti 2009

Edice

8th Annual Conference, Brno

Strany od

83

Strany do

94

Strany počet

12

BibTex

@inproceedings{BUT33745,
  author="Petr {Knoth} and Marek {Schmidt} and Pavel {Smrž} and Zdeněk {Zdráhal}",
  title="Towards a Framework for Comparing Automatic Term Recognition Methods",
  booktitle="Znalosti 2009",
  year="2009",
  series="8th Annual Conference, Brno",
  pages="83--94",
  publisher="Faculty of Informatics and Information Technology Slovak University of Technology in Bratislava",
  address="Bratislava",
  isbn="978-80-227-3015-0"
}