Title:	First experiments with relevant documents selection for blind relevance feedback in spoken document retrieval
Other Titles:	První experimenty se selekcí relevantních dokumentů pro zpětnou vazbu ve vyhledávání informací v řeči
Authors:	Skorkovská, Lucie
Citation:	SKORKOVSKÁ, Lucie. First experiments with relevant documents selection for blind relevance feedback in spoken document retrieval. In: Proceedings 16th International Conference, SPECOM 2014, Novi Sad, Serbia, 5-9 October, 2014. Berlin: Springer, 2014, p. 235-242. (Lectures notes in computer science; 8773). ISBN 978-3-319-11580-1.
Issue Date:	2014
Publisher:	Springer
Document type:	článek article
URI:	http://www.kky.zcu.cz/cs/publications/LucieSkorkovska_2014_FirstExperiments http://hdl.handle.net/11025/17047
ISBN:	978-3-319-11580-1
Keywords:	rozšíření dotazu;automatická zpětná vazba;vyhledávání informací v řeči;score normalization
Keywords in different language:	query expansion;blind relevance feedback;spoken document retrieval;normalizace skóre
Abstract in different language:	This paper presents our first experiments aimed at the automatic selection of the relevant documents for the blind relevance feedback method in speech information retrieval. Usually the relevant documents are selected only by simply determining the first N documents to be relevant. We consider this approach to be insufficient and we would try in this paper to outline the possibilities of the dynamical selection of the relevant documents for each query depending on the content of the retrieved documents instead of just blindly defining the number of the relevant documents to be used for the blind relevance feedback in advance. We have performed initial experiments with the application of the score normalization techniques used in the speaker identification task, which was successfully used in the multi-label classification task for finding the “correct” topics of a newspaper article in the output of a generative classifier. The experiments have shown promising results, therefore they will be used to define the possibilities of the subsequent research in this area.
Rights:	© Lucie Skorkovská
Appears in Collections:	Články / Articles (NTIS)

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