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User-based Opinion-based Recommendation

Author(s)
Dong, Ruihai  
Smyth, Barry  
Uri
http://hdl.handle.net/10197/9358
Date Issued
2017-08-25
Date Available
2018-05-04T11:54:46Z
Abstract
User-generated reviews are a plentiful source of user opinions and interests and can play an important role in a range of artificial intelligence contexts, particularly when it comes to recommender systems. In this paper, we describe how natural language processing and opinion mining techniques can be used to automatically mine useful recommendation knowledge from user generated reviews and how this information can be used by recommender systems in a number of classical settings.
Sponsorship
Science Foundation Ireland
Type of Material
Conference Publication
Publisher
International Joint Conferences on Artificial Intelligence
Copyright (Published Version)
2017 International Joint Conferences on Artificial Intelligence
Subjects

Recommender Systems

DOI
10.24963/ijcai.2017/674
Language
English
Status of Item
Peer reviewed
Conference Details
Twenty-Sixth International Joint Conference on Artificial Intelligence (IJCAI-17), Melbourne, Australia, August 19-25 2017
This item is made available under a Creative Commons License
https://creativecommons.org/licenses/by-nc-nd/3.0/ie/
File(s)
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Name

insight_publication.pdf

Size

790.1 KB

Format

Adobe PDF

Checksum (MD5)

a5a82d0176f0f5bdf71817e8252c5db7

Owning collection
Insight Research Collection
Mapped collections
Computer Science Research Collection

Item descriptive metadata is released under a CC-0 (public domain) license: https://creativecommons.org/public-domain/cc0/.
All other content is subject to copyright.

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