Web Article Quality Assessment in Multi-Dimensional Space

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Web Article Quality Assessment in Multi-Dimensional Space
Authors
Jingyu Han
Xiong Fu
Kejia Chen
Chuandong Wang
Publication date
2011
ISSN
03029743
ISBN
978-364223534-4
DOI
10.1007/978-3-642-23535-1_20
Links

Web Article Quality Assessment in Multi-Dimensional Space - scientific work about Wikipedia quality published in 2011, written by Jingyu Han, Xiong Fu, Kejia Chen and Chuandong Wang.

Overview

Nowadays user-generated content (UGC) such as Wikipedia, is emerging on the web at an explosive rate, but its data quality varies dramatically. How to effectively rate the article's quality is the focus of research and industry communities. Considering that each quality class demonstrates its specific characteristics on different quality dimensions, authors propose to learn the web quality corpus by taking different quality dimensions into consideration. Each article is regarded as an aggregation of sections and each section's quality is modelled using Dynamic Bayesian Network(DBN) with reference to accuracy, completeness and consistency. Each quality class is represented by three dimension corpora, namely accuracy corpus, completeness corpus and consistency corpus. Finally authors propose two schemes to compute quality ranking. Experiments show their approach performs well.

Embed

Wikipedia Quality

Han, Jingyu; Fu, Xiong; Chen, Kejia; Wang, Chuandong. (2011). "[[Web Article Quality Assessment in Multi-Dimensional Space]]". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Volume 6897 LNCS, 2011, pp. 214-225. ISBN: 978-364223534-4. ISSN: 03029743. DOI: 10.1007/978-3-642-23535-1_20.

English Wikipedia

{{cite journal |last1=Han |first1=Jingyu |last2=Fu |first2=Xiong |last3=Chen |first3=Kejia |last4=Wang |first4=Chuandong |title=Web Article Quality Assessment in Multi-Dimensional Space |date=2011 |isbn=978-364223534-4 |issn=03029743 |doi=10.1007/978-3-642-23535-1_20 |url=https://wikipediaquality.com/wiki/Web_Article_Quality_Assessment_in_Multi-Dimensional_Space |journal=Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Volume 6897 LNCS, 2011, pp. 214-225}}

HTML

Han, Jingyu; Fu, Xiong; Chen, Kejia; Wang, Chuandong. (2011). &quot;<a href="https://wikipediaquality.com/wiki/Web_Article_Quality_Assessment_in_Multi-Dimensional_Space">Web Article Quality Assessment in Multi-Dimensional Space</a>&quot;. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Volume 6897 LNCS, 2011, pp. 214-225. ISBN: 978-364223534-4. ISSN: 03029743. DOI: 10.1007/978-3-642-23535-1_20.