Title :
Comparison Between Manually and Automatically Assigned Descriptors Based on a German Bibliographic Collection
Author :
Fautsch, Claire ; Savoy, Jacques
Author_Institution :
Comput. Sci. Dept., Univ. of Neuchatel, Neuchatel, Switzerland
fDate :
Aug. 31 2009-Sept. 4 2009
Abstract :
This paper compares and illustrates the use of manually and automatically assigned descriptors on German documents extracted from the GIRT Corpus. A second objectives to analyze the usefulness of both specialized or general thesauri to automatically enhance queries. To illustrate our results we use different search models such as a vector space model, a language model and two probabilistic models. We also proposed different measures to compute textual entailment between two terms allowing us to hopefully select appropriate keywords from thesauri to expand documents or queries automatically.
Keywords :
bibliographic systems; natural languages; query processing; thesauri; GIRT Corpus; German bibliographic collection; automatically assigned descriptors; language model; manually assigned descriptors; probabilistic models; search models; textual entailment; thesauri; vector space model; Application software; Automatic control; Computer science; Databases; Expert systems; Indexing; Natural languages; Testing; Thesauri; Vocabulary; Keywords; Query Expansion; Thesaurus;
Conference_Titel :
Database and Expert Systems Application, 2009. DEXA '09. 20th International Workshop on
Conference_Location :
Linz
Print_ISBN :
978-0-7695-3763-4
DOI :
10.1109/DEXA.2009.6