A Study on Game Review Summarization

George Panagiotopoulos, George Giannakopoulos, Antonios Liapis


Abstract
Game reviews have constituted a unique means of interaction between players and companies for many years. The dynamics appearing through online publishing have significantly grown the number of comments per game, giving rise to very interesting communities. The growth has, in turn, led to a difficulty in dealing with the volume and varying quality of the comments as a source of information. This work studies whether and how game reviews can be summarized, based on the notions pre-existing in aspect-based summarization and sentiment analysis. The work provides suggested pipeline of analysis, also offering preliminary findings on whether aspects detected in a set of comments can be consistently evaluated by human users.
Anthology ID:
W19-8906
Volume:
Proceedings of the Workshop MultiLing 2019: Summarization Across Languages, Genres and Sources
Month:
September
Year:
2019
Address:
Varna, Bulgaria
Venue:
RANLP
SIG:
Publisher:
INCOMA Ltd.
Note:
Pages:
35–43
Language:
URL:
https://aclanthology.org/W19-8906
DOI:
10.26615/978-954-452-058-8_006
Bibkey:
Cite (ACL):
George Panagiotopoulos, George Giannakopoulos, and Antonios Liapis. 2019. A Study on Game Review Summarization. In Proceedings of the Workshop MultiLing 2019: Summarization Across Languages, Genres and Sources, pages 35–43, Varna, Bulgaria. INCOMA Ltd..
Cite (Informal):
A Study on Game Review Summarization (Panagiotopoulos et al., RANLP 2019)
Copy Citation:
PDF:
https://aclanthology.org/W19-8906.pdf