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High-Impact Articles Recommended

Review on Division of Labor in Scientometrics

Tian Xuecan, Chen Liyue, Ding Jielan
2025 Vol. 44(9): 1204-1216
DOI: 10.3772/j.issn.1000-0135.2025.09.010

Abstract | References | [HTML 162 KB][Full Text PDF 1611 KB]
Construction of User-Trusted Explainable Models for Academic Information Recommendation

Chen Yunyi, Wu Dan, Xia Zishuo
2025 Vol. 44(9): 1192-1203
DOI: 10.3772/j.issn.1000-0135.2025.09.009

Abstract | References | [HTML 148 KB][Full Text PDF 1461 KB]
Research on Text Representation Based on Improved Word Mover's Embedding

Cen Yonghua, Li Wenjing, Liu Xianzu
2025 Vol. 44(9): 1173-1191
DOI: 10.3772/j.issn.1000-0135.2025.09.008

Abstract | References | [HTML 312 KB][Full Text PDF 3028 KB]
Large Language Model Driven Academic Text Mining: Parameter-Efficient Fine-Tuning Strategy from the Tuning End

Liu Yinpeng, Lu Wei, Shi Xiang, Liu Jiawei, Cheng Qikai, Huang Yong
2025 Vol. 44(9): 1159-1172
DOI: 10.3772/j.issn.1000-0135.2025.09.007

Abstract | References | [HTML 164 KB][Full Text PDF 2653 KB]
Elucidation of Driving Force Mechanism of Medical Data Value Release Based on Data Value Chain

Mu Dongmei, Zhang Meng
2025 Vol. 44(9): 1144-1158
DOI: 10.3772/j.issn.1000-0135.2025.09.006

Abstract | References | [HTML 168 KB][Full Text PDF 3662 KB]
Network Characterization of Domain Knowledge Clusters Based on Heterogeneous Information Network

Yang Xinyi, Yang Jianlin, Ye Wenhao
2025 Vol. 44(9): 1128-1143
DOI: 10.3772/j.issn.1000-0135.2025.09.005

Abstract | References | [HTML 190 KB][Full Text PDF 6640 KB]
Research on the Post-hoc Explanation Recommendation Model Based on Generative AI

Li Weiqing, Wang Weijun, Huang Yinghui, Huang Wei, Zhang Rui
2025 Vol. 44(9): 1114-1127
DOI: 10.3772/j.issn.1000-0135.2025.09.004

Abstract | References | [HTML 174 KB][Full Text PDF 2322 KB]
An Exploration of the Novelty Measurement Task of Scientific Literature Driven by a Large Language Model

Zhang Lin, Li Sijia, Shi Shunshun, Gou Zhenyu, Huang Ying
2025 Vol. 44(9): 1099-1113
DOI: 10.3772/j.issn.1000-0135.2025.09.003

Abstract | References | [HTML 173 KB][Full Text PDF 2554 KB]
An Idiomatic Metaphorical Word-Formation Method Based on a Large Language Model and Its Application: Knowledge Reorganization, Backtracking, and Discovery

Zhang Wei, Wang Dongbo, Liu Liu
2025 Vol. 44(9): 1083-1098
DOI: 10.3772/j.issn.1000-0135.2025.09.002

Abstract | References | [HTML 178 KB][Full Text PDF 7297 KB]
Innovation Intelligence: Historical Context, Conceptual Connotation, and Functional Role

Zeng Jianxun, Lu Chunjiang, Lin Xin, Yuan Wei
2025 Vol. 44(9): 1075-1082
DOI: 10.3772/j.issn.1000-0135.2025.09.001

Abstract | References | [HTML 73 KB][Full Text PDF 685 KB]
Review of Large Language Model Evaluation Studies: Current Status, Applications, Challenges, and Trends

Zhao Xue, Zhang Hai, Wang Dongbo
2025 Vol. 44(8): 1058-1074
DOI: 10.3772/j.issn.1000-0135.2025.08.010

Abstract | References | [HTML 238 KB][Full Text PDF 939 KB]
Empirical Study and Construction of a User Privacy Paradox Behavior Portrait Model in Human-AI Interaction Scenarios

Mao Taitian, Tang Gan, Zhou Zhizhen
2025 Vol. 44(8): 1045-1057
DOI: 10.3772/j.issn.1000-0135.2025.08.009

Abstract | References | [HTML 143 KB][Full Text PDF 2010 KB]
Construction of a Digital Health Literacy Framework and Cultivation Path for Older Adults in the Context of Smart Elderly Care

Cao Gaohui, Dong Huanqing, Chen Yifan
2025 Vol. 44(8): 1031-1044
DOI: 10.3772/j.issn.1000-0135.2025.08.008

Abstract | References | [HTML 121 KB][Full Text PDF 1976 KB]
Research on the Identification of Heterogeneous Network Policy Collaboration Groups in Complex Situations

Guo Hua, Jiang Ying, Hou Baiyi, Pang Ruoxin, Liu Liwen
2025 Vol. 44(8): 1017-1030
DOI: 10.3772/j.issn.1000-0135.2025.08.007

Abstract | References | [HTML 161 KB][Full Text PDF 3884 KB]
Three-Dimensional Measurement of Scientific Collaboration Sustainability: Library and Information Science (LIS) and Physics & Astronomy (PHYS) as Examples

Liu Xiaoting, Huang Ying, Zhang Hui, Li Ruinan, Zhang Lin
2025 Vol. 44(8): 1003-1016
DOI: 10.3772/j.issn.1000-0135.2025.08.006

Abstract | References | [HTML 139 KB][Full Text PDF 3727 KB]
Do Knowledge Attributes from a Heritage and Innovation Perspective Contribute to the Technological Impact of Papers?

Li Bing, Ding Kun, Sun Xiaoling, Larivière Vincent
2025 Vol. 44(8): 987-1002
DOI: 10.3772/j.issn.1000-0135.2025.08.005

Abstract | References | [HTML 312 KB][Full Text PDF 1973 KB]
Evaluation Significance of Patents Cited by Humanities and Social Sciences Papers from the Perspective of Philosophy of Technology

Li Rui, Gou Yang, Zhuang Zhibo
2025 Vol. 44(8): 977-986
DOI: 10.3772/j.issn.1000-0135.2025.08.004

Abstract | References | [HTML 105 KB][Full Text PDF 1702 KB]
Research on the Identification of Emerging Technologies Integrating Multidimensional Perspectives

Li Guojun, Xie Fei, Tang Xinglong, Wang Bingqi, Xu Yang
2025 Vol. 44(8): 962-976
DOI: 10.3772/j.issn.1000-0135.2025.08.003

Abstract | References | [HTML 189 KB][Full Text PDF 1521 KB]
An Approach to Identifying Transformative Research by Integrating Citation Function and Triangular Citation Structure

Zheng Zhejun, Ma Yaxue, Liang Zhentao, Bai Yun, Pei Lei
2025 Vol. 44(8): 950-961
DOI: 10.3772/j.issn.1000-0135.2025.08.002

Abstract | References | [HTML 155 KB][Full Text PDF 2995 KB]
Mapping of Multilevel Science-Technology Classification Systems in All Fields

Xu Shuo, Zhang Yuefu, An Xin
2025 Vol. 44(8): 933-949
DOI: 10.3772/j.issn.1000-0135.2025.08.001

Abstract | References | [HTML 198 KB][Full Text PDF 3115 KB]

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