Skip to content

Publications

Detail of publication

Citation

Lucie Skorkovská : First Experiments with Automatic Topic Identification of Czech Newspaper Articles . SVK 2010 - magisterské a doktorské studijní programy, sborník rozšířených abstraktů, p. 49-50, Západočeská univerzita v Plzni, Plzeň, 2010.

Abstract

Topic identification module is an important part of the system for generation of language models with the use of internet data. A language model is an essential component of every automatic speech recognition system and it requires large amounts of data to be well trained. Our effort is to use the large potential of the internet for gathering the topic oriented training data.We intend to use articles from internet newspapers to train the topic oriented language models. As a typical article from most newspapers has no assigned keywords and no precisely defined topic, we have to automatically identify the topic of each article.Our goal is to automatically identify the topic of an article from among the set of topics. For our experiments we used data from news server.

Detail of publication

Title: First Experiments with Automatic Topic Identification of Czech Newspaper Articles
Author: Lucie Skorkovská
Language: English
Date of publication: 1 Jun 2010
Year: 2010
Type of publication: Papers in proceedings of reviewed conferences
Title of journal or book: SVK 2010 - magisterské a doktorské studijní programy, sborník rozšířených abstraktů
Page: 49 - 50
ISBN: 978-80-7043-903-6
Publisher: Západočeská univerzita v Plzni
Address: Plzeň
/ 2011-01-06 16:31:39 /

BibTeX

@INPROCEEDINGS{LucieSkorkovska_2010_FirstExperiments,
 author = {Lucie Skorkovsk\'{a}},
 title = {First Experiments with Automatic Topic Identification of Czech Newspaper Articles},
 year = {2010},
 publisher = {Z\'{a}pado\v{c}esk\'{a} univerzita v Plzni},
 journal = {SVK 2010 - magistersk\'{e} a doktorsk\'{e} studijn\'{i} programy, sborn\'{i}k roz\v{s}\'{i}\v{r}en\'{y}ch abstrakt\r{u}},
 address = { Plze\v{n}},
 pages = {49-50},
 ISBN = {978-80-7043-903-6},
 url = {http://www.kky.zcu.cz/en/publications/LucieSkorkovska_2010_FirstExperiments},
}