CommentsRadar: Dive into Unique Data on All Comments on the Web

We introduce an entity-centric search engineCommentsRadarthatpairs entity queries with articles and user opinions covering a widerange of topics from top commented sites. The engine aggregatesarticles and comments for these articles, extracts named entities,links them together and with knowledge bas...

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Bibliographic Details
Published in:arXiv.org 2019-08
Main Authors: Nikolenko, Sergey, Tutubalina, Elena, Miftahutdinov, Zulfat, Beloded, Eugene
Format: Article
Language:English
Subjects:
Knowledge base
Online Access:Get full text
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Summary:We introduce an entity-centric search engineCommentsRadarthatpairs entity queries with articles and user opinions covering a widerange of topics from top commented sites. The engine aggregatesarticles and comments for these articles, extracts named entities,links them together and with knowledge base entries, performssentiment analysis, and aggregates the results, aiming to mine fortemporal trends and other insights. In this work, we present thegeneral engine, discuss the models used for all steps of this pipeline,and introduce several case studies that discover important insightsfrom online commenting data.
ISSN:2331-8422