Videoclef 2008: Asr Classification with Wikipedia Categories

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Videoclef 2008: Asr Classification with Wikipedia Categories
Authors
Jens Kürsten
Daniel Richter
Maximilian Eibl
Publication date
2008
DOI
10.1007/978-3-642-04447-2_123
Links
Original

Videoclef 2008: Asr Classification with Wikipedia Categories - scientific work related to Wikipedia quality published in 2008, written by Jens Kürsten, Daniel Richter and Maximilian Eibl.

Overview

This article describes participation at the VideoCLEF track. Authors designed and implemented a prototype for the classification of the Video ASR data. Authors approach was to regard the task as text classification problem. Authors used terms from [[Wikipedia categories]] as training data for text classifiers. For the text classification the Naive-Bayes and kNN classifier from the WEKA toolkit were used. Authors submitted experiments for classification task 1 and 2. For the translation of the feeds to English (translation task) Google's AJAX language API was used. Although experiments achieved only low precision of 10 to 15 percent, authors assume those results will be useful in a combined setting with the retrieval approach that was widely used. Interestingly, authors could not improve the quality of the classification by using the provided metadata.

Embed

Wikipedia Quality

Kürsten, Jens; Richter, Daniel; Eibl, Maximilian. (2008). "[[Videoclef 2008: Asr Classification with Wikipedia Categories]]". Springer, Berlin, Heidelberg. DOI: 10.1007/978-3-642-04447-2_123.

English Wikipedia

{{cite journal |last1=Kürsten |first1=Jens |last2=Richter |first2=Daniel |last3=Eibl |first3=Maximilian |title=Videoclef 2008: Asr Classification with Wikipedia Categories |date=2008 |doi=10.1007/978-3-642-04447-2_123 |url=https://wikipediaquality.com/wiki/Videoclef_2008:_Asr_Classification_with_Wikipedia_Categories |journal=Springer, Berlin, Heidelberg}}

HTML

Kürsten, Jens; Richter, Daniel; Eibl, Maximilian. (2008). &quot;<a href="https://wikipediaquality.com/wiki/Videoclef_2008:_Asr_Classification_with_Wikipedia_Categories">Videoclef 2008: Asr Classification with Wikipedia Categories</a>&quot;. Springer, Berlin, Heidelberg. DOI: 10.1007/978-3-642-04447-2_123.