Exploring news intent and its application: A theory-driven approach
文献类型：期刊论文
| 作者 | Wang, Zhengjia1,2; Wang, Danding2; Sheng, Qiang2; Cao, Juan1,2; Ma, Siyuan3; Cheng, Haonan4 |
| 刊名 | INFORMATION PROCESSING & MANAGEMENT
 |
| 出版日期 | 2025-11-01 |
| 卷号 | 62期号:6页码:19 |
| 关键词 | Intent mining News media Social computing |
| ISSN号 | 0306-4573 |
| DOI | 10.1016/j.ipm.2025.104229 |
| 英文摘要 | Understanding the intent behind information is crucial. However, news as a medium of public discourse still lacks a structured investigation of perceived news intent and its application. To advance this field, this paper reviews interdisciplinary studies on intentional action and introduces a conceptual deconstruction-based news intent understanding framework (NINT). This framework identifies the components of intent, facilitating a structured representation of news intent and its applications. Building upon NINT, we contribute a new intent perception dataset. Moreover, we investigate the potential of intent assistance on news-related tasks, such as significant improvement (+2.2% macF1) in the task of fake news detection. We hope that our findings will provide valuable insights into action-based intent cognition and computational social science. |
| 资助项目 | Strategic Priority Research Program of the Chinese Academy of Sciences[XDB0680202] ; National Natural Science Foundation of China[62406310] ; China Postdoctoral Science Foundation, China[2024M763336] |
| WOS研究方向 | Computer Science ; Information Science & Library Science |
| 语种 | 英语 |
| WOS记录号 | WOS:001513349000005 |
| 出版者 | ELSEVIER SCI LTD |
| 源URL | [http://119.78.100.204/handle/2XEOYT63/42283]  |
| 专题 | 中国科学院计算技术研究所期刊论文_英文 |
| 通讯作者 | Cao, Juan |
| 作者单位 | 1.Univ Chinese Acad Sci, Beijing 100049, Peoples R China 2.Chinese Acad Sci, Inst Comp Technol, Beijing 100190, Peoples R China 3.Univ Macau, Taipa 999078, Macao, Peoples R China 4.Commun Univ China, Beijing 100024, Peoples R China |
| 推荐引用方式 GB/T 7714 | Wang, Zhengjia,Wang, Danding,Sheng, Qiang,et al. Exploring news intent and its application: A theory-driven approach[J]. INFORMATION PROCESSING & MANAGEMENT,2025,62(6):19. |
| APA | Wang, Zhengjia,Wang, Danding,Sheng, Qiang,Cao, Juan,Ma, Siyuan,&Cheng, Haonan.(2025).Exploring news intent and its application: A theory-driven approach.INFORMATION PROCESSING & MANAGEMENT,62(6),19. |
| MLA | Wang, Zhengjia,et al."Exploring news intent and its application: A theory-driven approach".INFORMATION PROCESSING & MANAGEMENT 62.6(2025):19. |
入库方式： OAI收割
来源：计算技术研究所
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