Special Topics

1075 Innovation Intelligence: Historical Context, Conceptual Connotation, and Functional Role Hot! Zeng Jianxun, Lu Chunjiang, Lin Xin, Yuan Wei DOI: 10.3772/j.issn.1000-0135.2025.09.001 2025 Vol. 44 (9): 1075-1082 [Abstract] ( 147 ) HTML (73 KB)  PDF (685 KB)  ( 124 )

Intelligence Theories and Methods

1083 An Idiomatic Metaphorical Word-Formation Method Based on a Large Language Model and Its Application: Knowledge Reorganization, Backtracking, and Discovery Hot! Zhang Wei, Wang Dongbo, Liu Liu DOI: 10.3772/j.issn.1000-0135.2025.09.002 2025 Vol. 44 (9): 1083-1098 [Abstract] ( 158 ) HTML (178 KB)  PDF (7297 KB)  ( 117 )

1099 An Exploration of the Novelty Measurement Task of Scientific Literature Driven by a Large Language Model Hot! Zhang Lin, Li Sijia, Shi Shunshun, Gou Zhenyu, Huang Ying DOI: 10.3772/j.issn.1000-0135.2025.09.003 2025 Vol. 44 (9): 1099-1113 [Abstract] ( 143 ) HTML (173 KB)  PDF (2554 KB)  ( 357 )

1114 Research on the Post-hoc Explanation Recommendation Model Based on Generative AI Hot! Li Weiqing, Wang Weijun, Huang Yinghui, Huang Wei, Zhang Rui DOI: 10.3772/j.issn.1000-0135.2025.09.004 2025 Vol. 44 (9): 1114-1127 [Abstract] ( 123 ) HTML (174 KB)  PDF (2322 KB)  ( 167 )

1128 Network Characterization of Domain Knowledge Clusters Based on Heterogeneous Information Network Hot! Yang Xinyi, Yang Jianlin, Ye Wenhao DOI: 10.3772/j.issn.1000-0135.2025.09.005 2025 Vol. 44 (9): 1128-1143 [Abstract] ( 146 ) HTML (190 KB)  PDF (6640 KB)  ( 118 )

1144 Elucidation of Driving Force Mechanism of Medical Data Value Release Based on Data Value Chain Hot! Mu Dongmei, Zhang Meng DOI: 10.3772/j.issn.1000-0135.2025.09.006 2025 Vol. 44 (9): 1144-1158 [Abstract] ( 105 ) HTML (168 KB)  PDF (3662 KB)  ( 237 )

Intelligence Technology and Application

1159 Large Language Model Driven Academic Text Mining: Parameter-Efficient Fine-Tuning Strategy from the Tuning End Hot! Liu Yinpeng, Lu Wei, Shi Xiang, Liu Jiawei, Cheng Qikai, Huang Yong DOI: 10.3772/j.issn.1000-0135.2025.09.007 2025 Vol. 44 (9): 1159-1172 [Abstract] ( 150 ) HTML (164 KB)  PDF (2653 KB)  ( 343 )

1173 Research on Text Representation Based on Improved Word Mover's Embedding Hot! Cen Yonghua, Li Wenjing, Liu Xianzu DOI: 10.3772/j.issn.1000-0135.2025.09.008 2025 Vol. 44 (9): 1173-1191 [Abstract] ( 121 ) HTML (312 KB)  PDF (3028 KB)  ( 159 )

Intelligence Users and Behavior

1192 Construction of User-Trusted Explainable Models for Academic Information Recommendation Hot! Chen Yunyi, Wu Dan, Xia Zishuo DOI: 10.3772/j.issn.1000-0135.2025.09.009 2025 Vol. 44 (9): 1192-1203 [Abstract] ( 111 ) HTML (148 KB)  PDF (1461 KB)  ( 122 )

Intelligence Reviews and Comments

1204 Review on Division of Labor in Scientometrics Hot! Tian Xuecan, Chen Liyue, Ding Jielan DOI: 10.3772/j.issn.1000-0135.2025.09.010 2025 Vol. 44 (9): 1204-1216 [Abstract] ( 101 ) HTML (162 KB)  PDF (1611 KB)  ( 163 )