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A group recommender system for books based on fine-grained classification of comments

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成果类型:
期刊论文
作者:
Ye, Jiaxin;Xiong, Huixiang(熊回香);Guo, Jinpeng;Meng, Xuan
作者机构:
[Xiong, Huixiang; Ye, Jiaxin; Meng, Xuan] Cent China Normal Univ, Sch Informat Management, Wuhan, Peoples R China.
[Guo, Jinpeng] Cent China Normal Univ, Sch Polit & Int Studies, Wuhan, Peoples R China.
语种:
英文
关键词:
Group recommendation;Comment function classification;Comment role classification;Book
期刊:
ELECTRONIC LIBRARY
ISSN:
0264-0473
年:
2023
卷:
41
期:
2/3
页码:
326-346
基金类别:
This work was supported by the National Social Science Funds of China, “Smart Online Health Resource Mining and Intelligent Service Research Driven by Digital Intelligence” (Project No. 22ATQ004).
机构署名:
本校为第一机构
院系归属:
信息管理学院
摘要:
Purpose The purpose of this study is to investigate how book group recommendations can be used as a meaningful way to suggest suitable books to users, given the increasing number of individuals engaging in sharing and discussing books on the web. Design/methodology/approach The authors propose reviews fine-grained classification (CFGC) and its related models such as CFGC1 for book group recommendation. These models can categorize reviews successively by function and role. Constructing the BERT-BiLSTM model to classify the reviews by function. T...

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