Classification of Comments by Tree Kernels Using the Hierarchy of Wikipedia for Tree Structures
Authors | Masahiro Takeda Nobuyuki Kobayashi Fumio Kitagawa Hiromitsu Shiina |
|---|---|
Publication date | 2016 |
DOI | 10.1109/IIAI-AAI.2016.62 |
Links |
Classification of Comments by Tree Kernels Using the Hierarchy of Wikipedia for Tree Structures - scientific work related to Wikipedia quality published in 2016, written by Masahiro Takeda, Nobuyuki Kobayashi, Fumio Kitagawa and Hiromitsu Shiina.
Overview
Many web services posting short comments such as product reviews and Twitter have been provided. Authors consider that automatic and accurate text classification may lead to develop new web services and system. In the past, the frequency of appearance of words by bag-of-words have been often used for text classification as a basic technique. In contrast, authors propose a technique to classify tweets using tree kernels created by the categories of Wikipedia in this study. In addition, authors developed a retrieval system for tourism videos by applying the technique to tweets related to tourism.
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Wikipedia Quality
Takeda, Masahiro; Kobayashi, Nobuyuki; Kitagawa, Fumio; Shiina, Hiromitsu. (2016). "[[Classification of Comments by Tree Kernels Using the Hierarchy of Wikipedia for Tree Structures]]".DOI: 10.1109/IIAI-AAI.2016.62.
English Wikipedia
{{cite journal |last1=Takeda |first1=Masahiro |last2=Kobayashi |first2=Nobuyuki |last3=Kitagawa |first3=Fumio |last4=Shiina |first4=Hiromitsu |title=Classification of Comments by Tree Kernels Using the Hierarchy of Wikipedia for Tree Structures |date=2016 |doi=10.1109/IIAI-AAI.2016.62 |url=https://wikipediaquality.com/wiki/Classification_of_Comments_by_Tree_Kernels_Using_the_Hierarchy_of_Wikipedia_for_Tree_Structures}}
HTML
Takeda, Masahiro; Kobayashi, Nobuyuki; Kitagawa, Fumio; Shiina, Hiromitsu. (2016). "<a href="https://wikipediaquality.com/wiki/Classification_of_Comments_by_Tree_Kernels_Using_the_Hierarchy_of_Wikipedia_for_Tree_Structures">Classification of Comments by Tree Kernels Using the Hierarchy of Wikipedia for Tree Structures</a>".DOI: 10.1109/IIAI-AAI.2016.62.
