A hybrid visualisation model for technology roadmapping: bibliometrics, qualitative methodology and empirical study. - Yi Zhang 095; Ying Guo 005; Xuefeng Wang 001; Donghua Zhu 001; Alan L. Porter (Technol. Anal. Strateg. Manag., 2013)

How to combine term clumping and technology roadmapping for newly emerging science & technology competitive intelligence: "problem & solution" pattern based semantic TRIZ tool and case study. - Yi Zhang 095; Xiao Zhou; Alan L. Porter; José M. Vicente Gomila (Scientometrics, 2014)

Triple Helix innovation in China's dye-sensitized solar cell industry: hybrid methods with semantic TRIZ and technology roadmapping. - Yi Zhang 095; Xiao Zhou; Alan L. Porter; José M. Vicente Gomila; An Yan 005 (Scientometrics, 2014)

A patent analysis method to trace technology evolutionary pathways. - Xiao Zhou; Yi Zhang 095; Alan L. Porter; Ying Guo 005; Donghua Zhu 001 (Scientometrics, 2014)

China's patterns of international technological collaboration 1976-2010: a patent analysis study. - Xuefeng Wang 001; Jie Ren; Yi Zhang 095; Donghua Zhu 001; Pengjun Qiu; Meng Huang (Technol. Anal. Strateg. Manag., 2014)

A hybrid similarity measure method for patent portfolio analysis. - Yi Zhang 095; Lining Shang; Lu Huang 003; Alan L. Porter; Guangquan Zhang 001; Jie Lu 001; Donghua Zhu 001 (J. Informetrics, 2016)

Mixed Similarity Diffusion for Recommendation on Bipartite Networks. - Ximeng Wang; Yun Liu 001; Guangquan Zhang 001; Yi Zhang 095; Hongshu Chen; Jie Lu 001 (IEEE Access, 2017)

Scientific evolutionary pathways: Identifying and visualizing relationships for scientific topics. - Yi Zhang 095; Guangquan Zhang 001; Donghua Zhu 001; Jie Lu 001 (J. Assoc. Inf. Sci. Technol., 2017)

Detecting and predicting the topic change of Knowledge-based Systems: A topic-based bibliometric analysis from 1991 to 2016. - Yi Zhang 095; Hongshu Chen; Jie Lu 001; Guangquan Zhang 001 (Knowl. Based Syst., 2017)

A hybrid method to trace technology evolution pathways: a case study of 3D printing. - Ying Huang 002; Donghua Zhu 001; Yue Qian; Yi Zhang 095; Alan L. Porter; Yuqin Liu; Ying Guo 005 (Scientometrics, 2017)

Measuring interdisciplinarity of a research system: detecting distinction between publication categories and citation categories. - Xuefeng Wang 001; Zhinan Wang; Ying Huang 002; Yun Chen; Yi Zhang 095; Huichao Ren; Rongrong Li; Jinhui Pang (Scientometrics, 2017)

Requirement-oriented core technological components' identification based on SAO analysis. - Chao Yang 013; Donghua Zhu 001; Xuefeng Wang 001; Yi Zhang 095; Guangquan Zhang 001; Jie Lu 001 (Scientometrics, 2017)

Scientometrics for tech mining: an introduction. - Yi Zhang 095; Alan L. Porter; Denise Chiavetta (Scientometrics, 2017)

An entropy-based indicator system for measuring the potential of patents in technological innovation: rejecting moderation. - Yi Zhang 095; Yue Qian; Ying Huang 002; Ying Guo 005; Guangquan Zhang 001; Jie Lu 001 (Scientometrics, 2017)

Predicting the dynamics of scientific activities: A diffusion-based network analytic methodology. - Yi Zhang 095; Ximeng Wang; Guangquan Zhang 001; Jie Lu 001 (ASIST, 2018)

Technology-driven mergers and acquisitions of Chinese acquirers: development of a multi-dimensional framework for post-innovation performance. - Xiao Zhou; Liliana Mitkova; Yi Zhang 095; Lu Huang 003; Scott W. Cunningham; Lining Shang; Huizhu Yu; Kangrui Wang (Int. J. Technol. Manag., 2018)

Does deep learning help topic extraction? A kernel k-means clustering method with word embedding. - Yi Zhang 095; Jie Lu 001; Feng Liu 003; Qian Liu 012; Alan L. Porter; Hongshu Chen; Guangquan Zhang 001 (J. Informetrics, 2018)

Characterizing the Potential of Being Emerging Generic Technologies: A Bi-Layer Network Analytics-based Prediction Method. - Yi Zhang 095; Yihe Zhu; Lu Huang 003; Guangquan Zhang 001; Jie Lu 001 (ISSI, 2019)

A hybrid approach to detecting technological recombination based on text mining and patent network analysis. - Xiao Zhou; Lu Huang 003; Yi Zhang 095; Miaomiao Yu (Scientometrics, 2019)

Intelligent Bibliometrics for Discovering the Associations between Genes and Diseases: Methodology and Case study. - Mengjia Wu; Yi Zhang 095 (EEKE@JCDL, 2020)

Extraction and Evaluation of Knowledge Entities from Scientific Documents: EEKE2020. - Chengzhi Zhang; Philipp Mayr 001; Wei Lu 019; Yi Zhang 095 (JCDL, 2020)

Preface to the 1st Workshop on Extraction and Evaluation of Knowledge Entities from Scientific Documents at JCDL 2020. - Chengzhi Zhang; Philipp Mayr 001; Wei Lu 019; Yi Zhang 095 (EEKE@JCDL, 2020)

Tracking and Mining the COVID-19 Research Literature. - Alan L. Porter; Yi Zhang 095; Ying Huang 002; Mengjia Wu (Frontiers Res. Metrics Anal., 2020)

Framework of Computational Intelligence-Enhanced Knowledge Base Construction: Methodology and A Case of Gene-Related Cardiovascular Disease. - Yi Zhang 095; Mengjia Wu; Hua Lin; Steven Tipper; Mark Grosser; Guangquan Zhang 001; Jie Lu 001 (Int. J. Comput. Intell. Syst., 2020)

Preface to the 2nd Workshop on Extraction and Evaluation of Knowledge Entities from Scientific Documents at JCDL 2021. - Chengzhi Zhang; Philipp Mayr 001; Wei Lu 019; Yi Zhang 095 (EEKE@JCDL, 2021)

Unraveling the capabilities that enable digital transformation: A data-driven methodology and the case of artificial intelligence. - Mengjia Wu; Dilek Cetindamar Kozanoglu; Chao Min; Yi Zhang 095 (Adv. Eng. Informatics, 2021)

Team Power and Hierarchy: Understanding Team Success. - Huimin Xu; Yi Bu 001; Meijun Liu; Chenwei Zhang; Mengyi Sun; Yi Zhang 095; Eric T. Meyer; Eduardo Salas; Ying Ding 001 (CoRR, 2021)

Knowledge Entity Extraction and Text Mining in the Era of Big Data. - Chengzhi Zhang; Philipp Mayr 001; Wei Lu 019; Yi Zhang 095 (Data Inf. Manag., 2021)

Exploring Topics in Bibliometric Research Through Citation Networks and Semantic Analysis. - Cristian Mejia; Mengjia Wu; Yi Zhang 095; Yuya Kajikawa (Frontiers Res. Metrics Anal., 2021)

Profiling COVID-19 Genetic Research: A Data-Driven Study Utilizing Intelligent Bibliometrics. - Mengjia Wu; Yi Zhang 095; Mark Grosser; Steven Tipper; Deon Venter; Hua Lin; Jie Lu 001 (Frontiers Res. Metrics Anal., 2021)

Editorial: Advanced Analytics and Decision Making for Research Policy and Strategic Management. - Yi Zhang 095; Yuya Kajikawa (Frontiers Res. Metrics Anal., 2021)

Identifying citation patterns of scientific breakthroughs: A perspective of dynamic citation process. - Chao Min; Yi Bu 001; Ding Wu; Ying Ding 001; Yi Zhang 095 (Inf. Process. Manag., 2021)

Extraction and Evaluation of Knowledge Entities from Scientific Documents. - Chengzhi Zhang; Philipp Mayr 001; Wei Lu 019; Yi Zhang 095 (J. Data Inf. Sci., 2021)

Bi-layer network analytics: A methodology for characterizing emerging general-purpose technologies. - Yi Zhang 095; Mengjia Wu; Wen Miao; Lu Huang 003; Jie Lu 001 (J. Informetrics, 2021)

Ethics and privacy of artificial intelligence: Understandings from bibliometrics. - Yi Zhang 095; Mengjia Wu; George Yijun Tian; Guangquan Zhang 001; Jie Lu 001 (Knowl. Based Syst., 2021)

Profiling and predicting the problem-solving patterns in China's research systems: A methodology of intelligent bibliometrics and empirical insights. - Yi Zhang 095; Mengjia Wu; Zhengyin Hu; Robert Ward; Xue Zhang; Alan L. Porter (Quant. Sci. Stud., 2021)

Dynamic network analytics for recommending scientific collaborators. - Lu Huang 003; Xiang Chen; Yi Zhang 095; Yihe Zhu; Suyi Li 004; Xingxing Ni (Scientometrics, 2021)

Topic evolution, disruption and resilience in early COVID-19 research. - Yi Zhang 095; Xiaojing Cai; Caroline V. Fry; Mengjia Wu; Caroline S. Wagner (Scientometrics, 2021)

The Anniversary Tribute of PICMET: 1989-2018. - Dilek Cetindamar; Thorsten Lammers; Dundar F. Kocaoglu; Yi Zhang 095 (IEEE Trans. Engineering Management, 2021)

Overlapping Community Discovery for Identifying Key Research Themes. - Lu Huang 003; Fangyan Liu; Yi Zhang 095 (IEEE Trans. Engineering Management, 2021)

Exploring Technology Evolution Pathways to Facilitate Technology Management: From a Technology Life Cycle Perspective. - Ying Huang 002; Fujin Zhu; Alan L. Porter; Yi Zhang 095; Donghua Zhu 001; Ying Guo 005 (IEEE Trans. Engineering Management, 2021)

Guest Editorial: Tech Mining for Engineering Management: An Introduction. - Yi Zhang 095; Ying Huang 002; Denise Chiavetta; Alan L. Porter (IEEE Trans. Engineering Management, 2021)

Parallel or Intersecting Lines? Intelligent Bibliometrics for Investigating the Involvement of Data Science in Policy Analysis. - Yi Zhang 095; Alan L. Porter; Scott W. Cunningham; Denise Chiavetta; Nils C. Newman (IEEE Trans. Engineering Management, 2021)

Face Detection Algorithm in Classroom Scene Based on Deep Learning. - Yi Zhang 095; Chongwen Wang (CGI, 2022)

Covid-19 Knowledge Deconstruction and Retrieval: Solutions of Intelligent Bibliometrics. - Mengjia Wu; Yi Zhang 095; Mark Markley; Caitlin Cassidy; Nils C. Newman; Alan L. Porter (EEKE@JCDL, 2022)

JCDL2022 workshop: extraction and evaluation of knowledge entities from scientific documents (EEKE2022). - Chengzhi Zhang; Philipp Mayr 001; Wei Lu 019; Yi Zhang 095 (JCDL, 2022)

International Workshop on Data-driven Science of Science. - Yi Bu 001; Meijun Liu; Yujia Zhai; Ying Ding 001; Feng Xia 001; Daniel E. Acuña; Yi Zhang 095 (KDD, 2022)

One-Year In: COVID-19 Research at the International Level in CORD-19 Data. - Caroline S. Wagner; Xiaojing Cai; Yi Zhang 095; Caroline V. Fry (CoRR, 2022)

Stepping beyond your comfort zone: Diffusion-based network analytics for knowledge trajectory recommendation. - Yi Zhang 095; Mengjia Wu; Jie Lu 001 (CoRR, 2022)

Team power dynamics and team impact: New perspectives on scientific collaboration using career age as a proxy for team power. - Huimin Xu; Yi Bu 001; Meijun Liu; Chenwei Zhang; Mengyi Sun; Yi Zhang 095; Eric T. Meyer; Eduardo Salas; Ying Ding 001 (J. Assoc. Inf. Sci. Technol., 2022)

Identification of topic evolution: network analytics with piecewise linear representation and word embedding. - Lu Huang 003; Xiang Chen; Yi Zhang 095; Changtian Wang; Xiaoli Cao; Jiarun Liu (Scientometrics, 2022)

"Big data" driven tech mining and ST&I management: an introduction. - Ying Huang 002; Xuefeng Wang 001; Yi Zhang 095; Denise Chiavetta; Alan L. Porter (Scientometrics, 2022)

An editorial of "AI + informetrics": multi-disciplinary interactions in the era of big data. - Yi Zhang 095; Chengzhi Zhang; Philipp Mayr 001; Arho Suominen (Scientometrics, 2022)

BiblioEngine: An AI-Empowered Platform for Disease Genetic Knowledge Mining. - Mengjia Wu; Yi Zhang 095; Hua Lin; Mark Grosser; Guangquan Zhang 001; Jie Lu 001 (HIS, 2023)

Deep Neural Network-Empowered Polygenic Disease Prediction on Cardiovascular Diseases. - Zelia Soo; Hua Lin; Yue Yang; Mark Grosser; Yi Zhang 095; Jie Lu 001 (ISKE, 2023)

JCDL2023 Workshop: Joint Workshop of the 4th Extraction and Evaluation of Knowledge Entities from Scientific Documents (EEKE2023) and the 3rd AI + Informetrics (AII2023). - Chengzhi Zhang; Yi Zhang 095; Philipp Mayr 001; Wei Lu 019; Arho Suominen; Haihua Chen 002; Ying Ding 001 (JCDL, 2023)

Guest editorial: Extraction and evaluation of knowledge entities in the age of artificial intelligence. - Chengzhi Zhang; Philipp Mayr 001; Wei Lu 019; Yi Zhang 095 (Aslib J. Inf. Manag., 2023)

Responsible models and indicators: challenges from artificial intelligence. - Yi Zhang 095 (Frontiers Res. Metrics Anal., 2023)

Stepping beyond your comfort zone: Diffusion-based network analytics for knowledge trajectory recommendation. - Yi Zhang 095; Mengjia Wu; Guangquan Zhang 001; Jie Lu 001 (J. Assoc. Inf. Sci. Technol., 2023)

Artificial intelligence-driven biomedical genomics. - Kairui Guo; Mengjia Wu; Zelia Soo; Yue Yang; Yi Zhang 095; Qian Zhang 023; Hua Lin; Mark Grosser; Deon Venter; Guangquan Zhang 001; Jie Lu 001 (Knowl. Based Syst., 2023)

Biomedical Association Inference on Pandemic Kowledge Graphs: A Comparative Study. - Mengjia Wu; Chao Yu; Jian Xu 003; Ying Ding 001; Yi Zhang 095 (EEKE/AII@iConference, 2024)

A Deep Transfer Learning Approach for Predicting Diabetes Complications Using Genomic Data. - Zelia Soo; Kairui Guo; Mengjia Wu; Coco Huang; Hua Lin; Mark Grosser; Yi Zhang 095; Jie Lu 001 (HIS, 2024)

Two Birds with One Stone: Improving Rumor Detection by Addressing the Unfairness Issue. - Junyi Chen; Mengjia Wu; Qian Liu 012; Ying Ding 001; Yi Zhang 095 (CoRR, 2024)

An overview of Frontiers in Research Metrics and Analytics. - Chaomei Chen; Zaida Chinchilla-Rodríguez; Yi Zhang 095; Ben Daniel 001; Yuya Kajikawa; Dietmar Wolfram (Frontiers Res. Metrics Anal., 2024)

Tech mining: a revisit and navigation. - Alan L. Porter; Yi Zhang 095; Nils C. Newman (Frontiers Res. Metrics Anal., 2024)

Compete or not? Evidence from global biopharmaceutical innovation and market. - Lili Zhang; Ying Guo 005; Yi Zhang 095; Jun Su (Int. J. Technol. Manag., 2024)

Explicating AI Literacy of Employees at Digital Workplaces. - Dilek Cetindamar; Kirsty Kitto; Mengjia Wu; Yi Zhang 095; Babak Abedin; Simon Knight 001 (IEEE Trans. Engineering Management, 2024)

Unraveling Scientific Evolutionary Paths: An Embedding-Based Topic Analysis. - Qianqian Jin; Hongshu Chen; Yi Zhang 095; Xuefeng Wang 001; Donghua Zhu 001 (IEEE Trans. Engineering Management, 2024)

The impact of heterogeneous shared leadership in scientific teams. - Huimin Xu; Meijun Liu; Yi Bu 001; Shujing Sun; Yi Zhang 095; Chenwei Zhang; Daniel E. Acuna; Steven Gray; Eric T. Meyer; Ying Ding 001 (Inf. Process. Manag., 2024)

An editorial of "AI + informetrics": Robust models for large-scale analytics. - Yi Zhang 095; Chengzhi Zhang; Philipp Mayr 001; Arho Suominen; Ying Ding 001 (Inf. Process. Manag., 2024)

COVID-19 knowledge deconstruction and retrieval: an intelligent bibliometric solution. - Mengjia Wu; Yi Zhang 095; Mark Markley; Caitlin Cassidy; Nils C. Newman; Alan L. Porter (Scientometrics, 2024)

An editorial note on extraction and evaluation of knowledge entities from scientific documents. - Chengzhi Zhang; Philipp Mayr 001; Wei Lu; Yi Zhang 095 (Scientometrics, 2024)

HetGCoT-Rec: Heterogeneous Graph-Enhanced Chain-of-Thought LLM Reasoning for Journal Recommendation. - Runsong Jia; Mengjia Wu; Ying Ding 001; Jie Lu 001; Yi Zhang 095 (CoRR, 2025)

Responsible AI: Portraits With Intelligent Bibliometrics. - Yi Zhang 095; Mengjia Wu; Guangquan Zhang 001; Jie Lu 001 (IEEE Trans. Artif. Intell., 2025)

Explainable prediction of knowledge recombination: A synergized method with heterogeneous hypergraph learning and large language models. - Junyi Chen; Mengjia Wu; Qian Liu 012; Yi Zhang 095 (Inf. Process. Manag., 2026)