研究论文

User needs insights from UGC based on large language model

Wei Wei, Chenliang Hao, Zixin Wang

Beihang University

来源Advanced Engineering Informatics

年份2025

DOI10.1016/j.aei.2025.103268

原文https://doi.org/10.1016/j.aei.2025.103268

阅读操作

确认中

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摘要与影响

摘要 · 节选

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逐年被引趋势

1160

1126

关键指标

被引次数 · OpenAlex

20.42

领域内被引倍数
同类平均 = 1

前 0.7%

引用位次
同领域 · 同年份 · 同类型

参考文献

Google Scholar 与 OpenAlex 的被引统计范围不同，数值存在差异属正常。

AI 辅助阅读

依据：文献信息

论文问答

当前基于文献信息回答

可就本文提问；依据不足时会说明。

学术脉络

学科主题

计算机 / AI

AI in Service Interactions

ICT in Developing Communities · Online Learning and Analytics

参考文献 63

Mining customer requirements from online reviews: A product improvement perspective

Jiayin Qi, Zhenping Zhang, Seongmin Jeon · Information & Management · 2016

被引 330

Attractive Quality and Must-Be Quality

Noriaki Kano, Nobuhiko Seraku, Fumio Takahashi · 1984

被引 3,247

An Integrated Text Analytic Framework for Product Defect Discovery

Alan S. Abrahams, Weiguo Fan, G. Alan Wang · Production and Operations Management · 2014

被引 263

此处列出前 3 条

引用本文 19

Customer Requirements Analysis and Product Service Improvement Framework Using Multi-Source User-Generated Content and Dual Importance–Performance Analysis: A Case Study of Fresh E-Ecommerce

Zifan Shen, Cuiming Zhao, Yanlai Li · Journal of theoretical and applied electronic commerce research · 2026

被引 6

Multilingual and tunisian dialect analysis of banking app reviews using LLMs

Rim Mahouachi, Hela Mahersia · Expert Systems with Applications · 2025

被引 4

CPDTeam: A KG-RAG-CoT dual-driven and deep reinforcement learning-augmented multi-agent framework for intelligent collaborative product development

Yupeng Li, Zhe WANG, Xiaozhen Lian · Journal of Manufacturing Systems · 2026

被引 3

按被引量排序，此处列出前 3 条

研究论文

User needs insights from UGC based on large language model

Wei Wei, Chenliang Hao, Zixin Wang

Beihang University

来源Advanced Engineering Informatics

年份2025

DOI10.1016/j.aei.2025.103268

原文https://doi.org/10.1016/j.aei.2025.103268

阅读操作

确认中

在文库中上传 PDF 后可生成中文音频讲解。

摘要与影响

摘要 · 节选

暂未获取摘要。可打开原文或 PDF，后续可基于全文生成更完整的速读。

逐年被引趋势

1160

1126

关键指标

被引次数 · OpenAlex

20.42

领域内被引倍数
同类平均 = 1

前 0.7%

引用位次
同领域 · 同年份 · 同类型

参考文献

Google Scholar 与 OpenAlex 的被引统计范围不同，数值存在差异属正常。

AI 辅助阅读

依据：文献信息

论文问答

当前基于文献信息回答

可就本文提问；依据不足时会说明。

学术脉络

学科主题

计算机 / AI

AI in Service Interactions

ICT in Developing Communities · Online Learning and Analytics

参考文献 63

Mining customer requirements from online reviews: A product improvement perspective

Jiayin Qi, Zhenping Zhang, Seongmin Jeon · Information & Management · 2016

被引 330

Attractive Quality and Must-Be Quality

Noriaki Kano, Nobuhiko Seraku, Fumio Takahashi · 1984

被引 3,247

An Integrated Text Analytic Framework for Product Defect Discovery

Alan S. Abrahams, Weiguo Fan, G. Alan Wang · Production and Operations Management · 2014

被引 263

此处列出前 3 条

引用本文 19

Customer Requirements Analysis and Product Service Improvement Framework Using Multi-Source User-Generated Content and Dual Importance–Performance Analysis: A Case Study of Fresh E-Ecommerce

Zifan Shen, Cuiming Zhao, Yanlai Li · Journal of theoretical and applied electronic commerce research · 2026

被引 6

Multilingual and tunisian dialect analysis of banking app reviews using LLMs

Rim Mahouachi, Hela Mahersia · Expert Systems with Applications · 2025

被引 4

CPDTeam: A KG-RAG-CoT dual-driven and deep reinforcement learning-augmented multi-agent framework for intelligent collaborative product development

Yupeng Li, Zhe WANG, Xiaozhen Lian · Journal of Manufacturing Systems · 2026

被引 3

按被引量排序，此处列出前 3 条