Yi Zhang

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 47

Top Topics

Artificial Intelligence

Scientific Documents

Bipartite Networks

Piecewise Linear

Top Venues

IEEE Trans. Engineering Management

Frontiers Res. Metrics Anal.

J. Informetrics

Publications

Dilek Cetindamar, Kirsty Kitto, Mengjia Wu, Yi Zhang, Babak Abedin, Simon Knight
Explicating AI Literacy of Employees at Digital Workplaces. IEEE Trans. Engineering Management 71 (2024)
Huimin Xu, Meijun Liu, Yi Bu, Shujing Sun, Yi Zhang, Chenwei Zhang, Daniel E. Acuna, Steven Gray, Eric T. Meyer, Ying Ding
The impact of heterogeneous shared leadership in scientific teams. Inf. Process. Manag. 61 (1) (2024)
Yi Zhang, Mengjia Wu, Guangquan Zhang, Jie Lu
Responsible AI: Portraits with Intelligent Bibliometrics. CoRR (2024)
Alan L. Porter, Yi Zhang, Nils C. Newman
Tech mining: a revisit and navigation. Frontiers Res. Metrics Anal. 9 (2024)
Qianqian Jin, Hongshu Chen, Yi Zhang, Xuefeng Wang, Donghua Zhu
Unraveling Scientific Evolutionary Paths: An Embedding-Based Topic Analysis. IEEE Trans. Engineering Management 71 (2024)
Yi Zhang, Mengjia Wu, Guangquan Zhang, Jie Lu
Stepping beyond your comfort zone: Diffusion-based network analytics for knowledge trajectory recommendation. J. Assoc. Inf. Sci. Technol. 74 (7) (2023)
Chengzhi Zhang, Yi Zhang, Philipp Mayr, Wei Lu, Arho Suominen, Haihua Chen, Ying Ding
JCDL2023 Workshop: Joint Workshop of the 4th Extraction and Evaluation of Knowledge Entities from Scientific Documents (EEKE2023) and the 3rd AI + Informetrics (AII2023). JCDL (2023)
Mengjia Wu, Yi Zhang, Hua Lin, Mark Grosser, Guangquan Zhang, Jie Lu
BiblioEngine: An AI-Empowered Platform for Disease Genetic Knowledge Mining. HIS (2023)
Chengzhi Zhang, Philipp Mayr, Wei Lu, Yi Zhang
Guest editorial: Extraction and evaluation of knowledge entities in the age of artificial intelligence. Aslib J. Inf. Manag. 75 (3) (2023)
Yi Zhang, Mengjia Wu, Jie Lu
Stepping beyond your comfort zone: Diffusion-based network analytics for knowledge trajectory recommendation. CoRR (2022)
Lu Huang, Xiang Chen, Yi Zhang, Changtian Wang, Xiaoli Cao, Jiarun Liu
Identification of topic evolution: network analytics with piecewise linear representation and word embedding. Scientometrics 127 (9) (2022)
Huimin Xu, Yi Bu, Meijun Liu, Chenwei Zhang, Mengyi Sun, Yi Zhang, Eric Meyer, Eduardo Salas, Ying Ding
Team power dynamics and team impact: New perspectives on scientific collaboration using career age as a proxy for team power. J. Assoc. Inf. Sci. Technol. 73 (10) (2022)
Ying Huang, Xuefeng Wang, Yi Zhang, Denise Chiavetta, Alan L. Porter
"Big data" driven tech mining and ST&I management: an introduction. Scientometrics 127 (9) (2022)
Chengzhi Zhang, Philipp Mayr, Wei Lu, Yi Zhang
JCDL2022 workshop: extraction and evaluation of knowledge entities from scientific documents (EEKE2022). JCDL (2022)
Yi Bu, Meijun Liu, Yujia Zhai, Ying Ding, Feng Xia, Daniel E. Acuña, Yi Zhang
International Workshop on Data-driven Science of Science. KDD (2022)
Yi Zhang, Chengzhi Zhang, Philipp Mayr, Arho Suominen
An editorial of "AI + informetrics": multi-disciplinary interactions in the era of big data. Scientometrics 127 (11) (2022)
Mengjia Wu, Yi Zhang, Mark Grosser, Steven Tipper, Deon Venter, Hua Lin, Jie Lu
Profiling COVID-19 Genetic Research: A Data-Driven Study Utilizing Intelligent Bibliometrics. Frontiers Res. Metrics Anal. 6 (2021)
Lu Huang, Fangyan Liu, Yi Zhang
Overlapping Community Discovery for Identifying Key Research Themes. IEEE Trans. Engineering Management 68 (5) (2021)
Yi Zhang, Mengjia Wu, Zhengyin Hu, Robert Ward, Xue Zhang, Alan L. Porter
Profiling and predicting the problem-solving patterns in China's research systems: A methodology of intelligent bibliometrics and empirical insights. Quant. Sci. Stud. 2 (1) (2021)
Yi Zhang, Mengjia Wu, George Yijun Tian, Guangquan Zhang, Jie Lu
Ethics and privacy of artificial intelligence: Understandings from bibliometrics. Knowl. Based Syst. 222 (2021)
Cristian Mejia, Mengjia Wu, Yi Zhang, Yuya Kajikawa
Exploring Topics in Bibliometric Research Through Citation Networks and Semantic Analysis. Frontiers Res. Metrics Anal. 6 (2021)
Ying Huang, Fujin Zhu, Alan L. Porter, Yi Zhang, Donghua Zhu, Ying Guo
Exploring Technology Evolution Pathways to Facilitate Technology Management: From a Technology Life Cycle Perspective. IEEE Trans. Engineering Management 68 (5) (2021)
Chengzhi Zhang, Philipp Mayr, Wei Lu, Yi Zhang
Extraction and Evaluation of Knowledge Entities from Scientific Documents. J. Data Inf. Sci. 6 (3) (2021)
Yi Zhang, Alan L. Porter, Scott W. Cunningham, Denise Chiavetta, Nils C. Newman
Parallel or Intersecting Lines? Intelligent Bibliometrics for Investigating the Involvement of Data Science in Policy Analysis. IEEE Trans. Engineering Management 68 (5) (2021)
Chengzhi Zhang, Philipp Mayr, Wei Lu, Yi Zhang
Knowledge Entity Extraction and Text Mining in the Era of Big Data. Data Inf. Manag. 5 (3) (2021)
Lu Huang, Xiang Chen, Yi Zhang, Yihe Zhu, Suyi Li, Xingxing Ni
Dynamic network analytics for recommending scientific collaborators. Scientometrics 126 (11) (2021)
Chao Min, Yi Bu, Ding Wu, Ying Ding, Yi Zhang
Identifying citation patterns of scientific breakthroughs: A perspective of dynamic citation process. Inf. Process. Manag. 58 (1) (2021)
Dilek Cetindamar, Thorsten Lammers, Dundar F. Kocaoglu, Yi Zhang
The Anniversary Tribute of PICMET: 1989-2018. IEEE Trans. Engineering Management 68 (2) (2021)
Mengjia Wu, Dilek Cetindamar Kozanoglu, Chao Min, Yi Zhang
Unraveling the capabilities that enable digital transformation: A data-driven methodology and the case of artificial intelligence. Adv. Eng. Informatics 50 (2021)
Yi Zhang, Xiaojing Cai, Caroline V. Fry, Mengjia Wu, Caroline S. Wagner
Topic evolution, disruption and resilience in early COVID-19 research. Scientometrics 126 (5) (2021)
Yi Zhang, Ying Huang, Denise Chiavetta, Alan L. Porter
Guest Editorial: Tech Mining for Engineering Management: An Introduction. IEEE Trans. Engineering Management 68 (5) (2021)
Yi Zhang, Mengjia Wu, Wen Miao, Lu Huang, Jie Lu
Bi-layer network analytics: A methodology for characterizing emerging general-purpose technologies. J. Informetrics 15 (4) (2021)
Alan L. Porter, Yi Zhang, Ying Huang, Mengjia Wu
Tracking and Mining the COVID-19 Research Literature. Frontiers Res. Metrics Anal. 5 (2020)
Chengzhi Zhang, Philipp Mayr, Wei Lu, Yi Zhang
Extraction and Evaluation of Knowledge Entities from Scientific Documents: EEKE2020. JCDL (2020)
Yi Zhang, Mengjia Wu, Hua Lin, Steven Tipper, Mark Grosser, Guangquan Zhang, Jie Lu
Framework of Computational Intelligence-Enhanced Knowledge Base Construction: Methodology and A Case of Gene-Related Cardiovascular Disease. Int. J. Comput. Intell. Syst. 13 (1) (2020)
Xiao Zhou, Lu Huang, Yi Zhang, Miaomiao Yu
A hybrid approach to detecting technological recombination based on text mining and patent network analysis. Scientometrics 121 (2) (2019)
Yi Zhang, Jie Lu, Feng Liu, Qian Liu, Alan L. Porter, Hongshu Chen, Guangquan Zhang
Does deep learning help topic extraction? A kernel k-means clustering method with word embedding. J. Informetrics 12 (4) (2018)
Yi Zhang, Ximeng Wang, Guangquan Zhang, Jie Lu
Predicting the dynamics of scientific activities: A diffusion-based network analytic methodology. ASIST (2018)
Ying Huang, Donghua Zhu, Yue Qian, Yi Zhang, Alan L. Porter, Yuqin Liu, Ying Guo
A hybrid method to trace technology evolution pathways: a case study of 3D printing. Scientometrics 111 (1) (2017)
Chao Yang, Donghua Zhu, Xuefeng Wang, Yi Zhang, Guangquan Zhang, Jie Lu
Requirement-oriented core technological components' identification based on SAO analysis. Scientometrics 112 (3) (2017)
Yi Zhang, Yue Qian, Ying Huang, Ying Guo, Guangquan Zhang, Jie Lu
An entropy-based indicator system for measuring the potential of patents in technological innovation: rejecting moderation. Scientometrics 111 (3) (2017)
Yi Zhang, Alan L. Porter, Denise Chiavetta
Scientometrics for tech mining: an introduction. Scientometrics 111 (3) (2017)
Ximeng Wang, Yun Liu, Guangquan Zhang, Yi Zhang, Hongshu Chen, Jie Lu
Mixed Similarity Diffusion for Recommendation on Bipartite Networks. IEEE Access 5 (2017)
Xuefeng Wang, Zhinan Wang, Ying Huang, Yun Chen, Yi Zhang, Huichao Ren, Rongrong Li, Jinhui Pang
Measuring interdisciplinarity of a research system: detecting distinction between publication categories and citation categories. Scientometrics 111 (3) (2017)
Yi Zhang, Guangquan Zhang, Donghua Zhu, Jie Lu
Scientific evolutionary pathways: Identifying and visualizing relationships for scientific topics. J. Assoc. Inf. Sci. Technol. 68 (8) (2017)
Yi Zhang, Hongshu Chen, Jie Lu, Guangquan Zhang
Detecting and predicting the topic change of Knowledge-based Systems: A topic-based bibliometric analysis from 1991 to 2016. Knowl. Based Syst. 133 (2017)
Yi Zhang, Lining Shang, Lu Huang, Alan L. Porter, Guangquan Zhang, Jie Lu, Donghua Zhu
A hybrid similarity measure method for patent portfolio analysis. J. Informetrics 10 (4) (2016)
Yi Zhang, Xiao Zhou, Alan L. Porter, José M. Vicente Gomila, An Yan
Triple Helix innovation in China's dye-sensitized solar cell industry: hybrid methods with semantic TRIZ and technology roadmapping. Scientometrics 99 (1) (2014)
Xiao Zhou, Yi Zhang, Alan L. Porter, Ying Guo, Donghua Zhu
A patent analysis method to trace technology evolutionary pathways. Scientometrics 100 (3) (2014)
Yi Zhang, Xiao Zhou, Alan L. Porter, José M. Vicente Gomila
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. Scientometrics 101 (2) (2014)
Xuefeng Wang, Jie Ren, Yi Zhang, Donghua Zhu, Pengjun Qiu, Meng Huang
China's patterns of international technological collaboration 1976-2010: a patent analysis study. Technol. Anal. Strateg. Manag. 26 (5) (2014)
Yi Zhang, Ying Guo, Xuefeng Wang, Donghua Zhu, Alan L. Porter
A hybrid visualisation model for technology roadmapping: bibliometrics, qualitative methodology and empirical study. Technol. Anal. Strateg. Manag. 25 (6) (2013)