Special Topics

797 Theoretical Interpretation and Implementation Path of Information Empowerment for National Science and Technology Security Hot! Li Gang, Sun Jie, Mao Jin DOI: 10.3772/j.issn.1000-0135.2025.07.001 2025 Vol. 44 (7): 797-807 [Abstract] ( 35 ) HTML (1 KB)  PDF (1908 KB)  ( 27 )

Intelligence Theories and Methods

808 Preprint Platforms and New ScholarlyCommunication Systems Hot! Chu Jingli, Liu Jingyu, Liu Jingyi, Ren Jiaohan, Yang Heng DOI: 10.3772/j.issn.1000-0135.2025.07.002 2025 Vol. 44 (7): 808-817 [Abstract] ( 11 ) HTML (1 KB)  PDF (1045 KB)  ( 15 )

818 Cross-Language Patent Text Representation Optimization Based on Supervised Fine-Tuning SimCSE Approach Hot! Wang Lijun, Li Haotian, Gao Yingfan, Wang Shujun DOI: 10.3772/j.issn.1000-0135.2025.07.003 2025 Vol. 44 (7): 818-829 [Abstract] ( 21 ) HTML (1 KB)  PDF (1048 KB)  ( 15 )

830 Research on a Pseudo-Feedback Training Data Generation Method for Attributable Text Generation in Scientific Literature Hot! Ma Yongqiang, Liu Jiawei, Gao Yingfan DOI: 10.3772/j.issn.1000-0135.2025.07.004 2025 Vol. 44 (7): 830-845 [Abstract] ( 16 ) HTML (1 KB)  PDF (6052 KB)  ( 49 )

846 A Patent Text Similarity Calculation Method Based on Expert Feedback Fine-Tuning Hot! Wang Shujun, Gao Yingfan, Yao Changqing, Yuan Ming DOI: 10.3772/j.issn.1000-0135.2025.07.005 2025 Vol. 44 (7): 846-858 [Abstract] ( 23 ) HTML (1 KB)  PDF (2798 KB)  ( 22 )

859 A Two-tower Model for Multistage Literature Recommendation Incorporating Comparative Learning Hot! Ye Guanghui, Tan Qitao, Wu Chuan, Song Xiaoying, Li Songye DOI: 10.3772/j.issn.1000-0135.2025.07.006 2025 Vol. 44 (7): 859-868 [Abstract] ( 18 ) HTML (1 KB)  PDF (1631 KB)  ( 35 )

869 SciBERT-based Measurement of Knowledge Intersection in Scientific Collaboration and Its Causal Effects on Sustained Research Output Hot! Feng Xiaodong, Huang Yuhang DOI: 10.3772/j.issn.1000-0135.2025.07.007 2025 Vol. 44 (7): 869-891 [Abstract] ( 28 ) HTML (1 KB)  PDF (2731 KB)  ( 16 )

Intelligence Technology and Application

892 Research on n-Ary Technology Opportunity Discovery Based on Hyperlink Prediction Hot! Chen Wenjie, Qu Jiansheng DOI: 10.3772/j.issn.1000-0135.2025.07.008 2025 Vol. 44 (7): 892-902 [Abstract] ( 20 ) HTML (1 KB)  PDF (2430 KB)  ( 19 )

903 Identification of Key Core Technologies Based on Matrix Profile and Louvain Community Discovery Algorithms Hot! Wan Xiaoji, Lai Jing, Mou Yingxi, Zhu Zhiguo, Zhang Liping DOI: 10.3772/j.issn.1000-0135.2025.07.009 2025 Vol. 44 (7): 903-914 [Abstract] ( 20 ) HTML (1 KB)  PDF (2263 KB)  ( 9 )

Intelligence Reviews and Comments

915 Chasing the Cause and Tracing the Effect: Application and Prospect of Causal Inference Methods in the Field of Information Resource Management Hot! Wu Jiang, Tao Chengxu, Ou Guiyan, Ding Yang DOI: 10.3772/j.issn.1000-0135.2025.07.010 2025 Vol. 44 (7): 915-932 [Abstract] ( 23 ) HTML (1 KB)  PDF (2751 KB)  ( 44 )