Intelligence Theories and Methods

617 Multisource Data Fusion and Emerging Frontier Technology Topic Detection Based on Graph Neural Networks Hot! Tian Xuecan, Wang Li DOI: 10.3772/j.issn.1000-0135.2026.05.001 2026 Vol. 45 (5): 617-628 [Abstract] ( 14 ) HTML (156 KB)  PDF (3716 KB)  ( 8 )

629 Application of Information Analysis Methods in Evidence-Based Decision Making under the Digital Intelligence Integration Environment: Elements, Frameworks, and Optimization Strategies Hot! Xia Yikun, Ye Junling DOI: 10.3772/j.issn.1000-0135.2026.05.002 2026 Vol. 45 (5): 629-642 [Abstract] ( 22 ) HTML (132 KB)  PDF (2222 KB)  ( 9 )

643 Identification of Potentially Disruptive Technologies by Integrating Semantic and Citation Features Hot! Qin Hao, Zhao Yiming, Ma Yakun, Zhang Zhixin, Wang Qigang DOI: 10.3772/j.issn.1000-0135.2026.05.003 2026 Vol. 45 (5): 643-662 [Abstract] ( 14 ) HTML (243 KB)  PDF (4470 KB)  ( 7 )

663 TreeGPT: An LLM-Based Automated Method for Constructing Technical Topic Architectures Hot! Wang Haofeng, Gao Yingfan, Wang Lijun, Yao Changqing DOI: 10.3772/j.issn.1000-0135.2026.05.004 2026 Vol. 45 (5): 663-677 [Abstract] ( 16 ) HTML (148 KB)  PDF (4110 KB)  ( 9 )

678 Key Attributes and Indicators of GAI Training Data Quality from a Compliance Perspective Hot! Kuang Miaomiao, An Xiaomi, Lei Ming, Liu Hongyan DOI: 10.3772/j.issn.1000-0135.2026.05.005 2026 Vol. 45 (5): 678-688 [Abstract] ( 20 ) HTML (155 KB)  PDF (720 KB)  ( 4 )

Intelligence Technology and Application

689 Detecting Weak Signals of Frontier Technologies in Future Industries Through Outlier Processing Hot! Ye Guanghui, Tu Kai, Guo Lu DOI: 10.3772/j.issn.1000-0135.2026.05.006 2026 Vol. 45 (5): 689-706 [Abstract] ( 14 ) HTML (241 KB)  PDF (7274 KB)  ( 8 )

707 Identifying Technological Evolution Paths and Predicting Innovation Opportunities from the Perspective of Technological Form Iteration Hot! Zhang Ke, Wang Congxiang, Wang Jinfeng, Zhou Wei, Feng Yicheng DOI: 10.3772/j.issn.1000-0135.2026.05.007 2026 Vol. 45 (5): 707-723 [Abstract] ( 10 ) HTML (159 KB)  PDF (7239 KB)  ( 12 )

724 Technical Opportunity Discovery Based on “Problem-Solution”Statements Hot! Zhu Jianxin, Bai Wentao, Liu Ruinan, Lin Chaoran DOI: 10.3772/j.issn.1000-0135.2026.05.008 2026 Vol. 45 (5): 724-739 [Abstract] ( 9 ) HTML (170 KB)  PDF (8382 KB)  ( 5 )

740 Differences in Knowledge Maturity Between Industry and Academia from the Perspective of Core-Periphery Structure Hot! Zhao Hongye, Zhao Yi, Zhang Chengzhi DOI: 10.3772/j.issn.1000-0135.2026.05.009 2026 Vol. 45 (5): 740-757 [Abstract] ( 9 ) HTML (251 KB)  PDF (2740 KB)  ( 7 )

758 Two-Stage Author Name Disambiguation Study Combining Rule-Based and Supervised Models Hot! Chen Yifan, Xie Ruixia, Yang Ning, Hu Wei, Zhang Zhiqiang DOI: 10.3772/j.issn.1000-0135.2026.05.010 2026 Vol. 45 (5): 758-775 [Abstract] ( 10 ) HTML (293 KB)  PDF (3868 KB)  ( 6 )