An Entity Disambiguation Approach based on Wikipedia for Entity Linking in Microblogs
Authors | Tomoaki Urata Akira Maeda |
|---|---|
Publication date | 2017 |
DOI | 10.1109/IIAI-AAI.2017.171 |
Links | Original |
An Entity Disambiguation Approach based on Wikipedia for Entity Linking in Microblogs - scientific work related to Wikipedia quality published in 2017, written by Tomoaki Urata and Akira Maeda.
Overview
The opportunity to read articles and microblogs on the Web to get information is more and more increasing. However, hyperlinks to entities do not often exist in such articles, and it is a troublesome task for the reader to look it up online. In this paper, in order to make it easy to look up entity information in microblog articles, authors propose a method to extract entities in Japanese microblog, and to perform entity linking which links to entity information automatically. The method consists of three phases. First, authors extract named entities, such as personal names, place names, organization names, etc. from a microblog article. Next, authors disambiguate the extracted entities in order to make links to correct entity information. Authors use Wikipedia as the source of entity information to verify the usefulness of the proposed method. In method, authors extract some Wikipedia articles related to ambiguous entities from microblog articles. Then, authors extract some related entities with the ambiguous entity using word2vec. Authors compare Wikipedia articles of related entities and the Wikipedia articles of ambiguous entities. Finally, authors get the correct Wikipedia article for each entity in the microblog article.
Embed
Wikipedia Quality
Urata, Tomoaki; Maeda, Akira. (2017). "[[An Entity Disambiguation Approach based on Wikipedia for Entity Linking in Microblogs]]".DOI: 10.1109/IIAI-AAI.2017.171.
English Wikipedia
{{cite journal |last1=Urata |first1=Tomoaki |last2=Maeda |first2=Akira |title=An Entity Disambiguation Approach based on Wikipedia for Entity Linking in Microblogs |date=2017 |doi=10.1109/IIAI-AAI.2017.171 |url=https://wikipediaquality.com/wiki/An_Entity_Disambiguation_Approach_based_on_Wikipedia_for_Entity_Linking_in_Microblogs}}
HTML
Urata, Tomoaki; Maeda, Akira. (2017). "<a href="https://wikipediaquality.com/wiki/An_Entity_Disambiguation_Approach_based_on_Wikipedia_for_Entity_Linking_in_Microblogs">An Entity Disambiguation Approach based on Wikipedia for Entity Linking in Microblogs</a>".DOI: 10.1109/IIAI-AAI.2017.171.
