Yi Zhang

According to our database, Yi Zhang authored at least 69 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

An editorial of "AI + informetrics": Robust models for large-scale analytics.

Yi Zhang, Chengzhi Zhang, Philipp Mayr, Arho Suominen, Ying Ding

Inf. Process. Manag., January, 2024

The impact of heterogeneous shared leadership in scientific teams.

Huimin Xu, Meijun Liu, Yi Bu, Shujing Sun, Yi Zhang, Chenwei Zhang, Daniel E. Acuna, Steven Gray, Eric T. Meyer, Ying Ding

Inf. Process. Manag., January, 2024

Unraveling Scientific Evolutionary Paths: An Embedding-Based Topic Analysis.

Qianqian Jin, Hongshu Chen, Yi Zhang, Xuefeng Wang, Donghua Zhu

IEEE Trans. Engineering Management, 2024

Explicating AI Literacy of Employees at Digital Workplaces.

Dilek Cetindamar, Kirsty Kitto, Mengjia Wu, Yi Zhang, Babak Abedin, Simon Knight

IEEE Trans. Engineering Management, 2024

Compete or not? Evidence from global biopharmaceutical innovation and market.

Lili Zhang, Ying Guo, Yi Zhang, Jun Su

Int. J. Technol. Manag., 2024

Tech mining: a revisit and navigation.

Alan L. Porter, Yi Zhang, Nils C. Newman

Frontiers Res. Metrics Anal., 2024

An overview of Frontiers in Research Metrics and Analytics.

Chaomei Chen, Zaida Chinchilla-Rodríguez, Yi Zhang, Ben Daniel, Yuya Kajikawa, Dietmar Wolfram

Frontiers Res. Metrics Anal., 2024

Responsible AI: Portraits with Intelligent Bibliometrics.

Yi Zhang, Mengjia Wu, Guangquan Zhang, Jie Lu

CoRR, 2024

Biomedical Association Inference on Pandemic Kowledge Graphs: A Comparative Study.

Mengjia Wu, Chao Yu, Jian Xu, Ying Ding, Yi Zhang

Proceedings of Joint Workshop of the 5th Extraction and Evaluation of Knowledge Entities from Scientific Documents (EEKE2024) and the 4th AI + Informetrics (AII2024) co-located with the ( iConference2024), 2024

2023

Artificial intelligence-driven biomedical genomics.

Kairui Guo, Mengjia Wu, Zelia Soo, Yue Yang, Yi Zhang, Qian Zhang, Hua Lin, Mark Grosser, Deon Venter, Guangquan Zhang, Jie Lu

Knowl. Based Syst., November, 2023

Stepping beyond your comfort zone: Diffusion-based network analytics for knowledge trajectory recommendation.

Yi Zhang, Mengjia Wu, Guangquan Zhang, Jie Lu

J. Assoc. Inf. Sci. Technol., July, 2023

Responsible models and indicators: challenges from artificial intelligence.

Yi Zhang

Frontiers Res. Metrics Anal., 2023

Guest editorial: Extraction and evaluation of knowledge entities in the age of artificial intelligence.

Chengzhi Zhang, Philipp Mayr, Wei Lu, Yi Zhang

Aslib J. Inf. Manag., 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, Philipp Mayr, Wei Lu, Arho Suominen, Haihua Chen, Ying Ding

Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2023

Deep Neural Network-Empowered Polygenic Disease Prediction on Cardiovascular Diseases.

Zelia Soo, Hua Lin, Yue Yang, Mark Grosser, Yi Zhang, Jie Lu

Proceedings of the 18th International Conference on Intelligent Systems and Knowledge Engineering, 2023

BiblioEngine: An AI-Empowered Platform for Disease Genetic Knowledge Mining.

Mengjia Wu, Yi Zhang, Hua Lin, Mark Grosser, Guangquan Zhang, Jie Lu

Proceedings of the Health Information Science - 12th International Conference, 2023

2022

An editorial of "AI + informetrics": multi-disciplinary interactions in the era of big data.

Yi Zhang, Chengzhi Zhang, Philipp Mayr, Arho Suominen

Scientometrics, 2022

"Big data" driven tech mining and ST&I management: an introduction.

Ying Huang, Xuefeng Wang, Yi Zhang, Denise Chiavetta, Alan L. Porter

Scientometrics, 2022

Identification of topic evolution: network analytics with piecewise linear representation and word embedding.

Lu Huang, Xiang Chen, Yi Zhang, Changtian Wang, Xiaoli Cao, Jiarun Liu

Scientometrics, 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, Meijun Liu, Chenwei Zhang, Mengyi Sun, Yi Zhang, Eric T. Meyer, Eduardo Salas, Ying Ding

J. Assoc. Inf. Sci. Technol., 2022

Stepping beyond your comfort zone: Diffusion-based network analytics for knowledge trajectory recommendation.

Yi Zhang, Mengjia Wu, Jie Lu

CoRR, 2022

One-Year In: COVID-19 Research at the International Level in CORD-19 Data.

Caroline S. Wagner, Xiaojing Cai, Yi Zhang, Caroline V. Fry

CoRR, 2022

International Workshop on Data-driven Science of Science.

Yi Bu, Meijun Liu, Yujia Zhai, Ying Ding, Feng Xia, Daniel E. Acuña, Yi Zhang

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

JCDL2022 workshop: extraction and evaluation of knowledge entities from scientific documents (EEKE2022).

Chengzhi Zhang, Philipp Mayr, Wei Lu, Yi Zhang

Proceedings of the JCDL '22: The ACM/IEEE Joint Conference on Digital Libraries in 2022, Cologne, Germany, June 20, 2022

Covid-19 Knowledge Deconstruction and Retrieval: Solutions of Intelligent Bibliometrics.

Mengjia Wu, Yi Zhang, Mark Markley, Caitlin Cassidy, Nils C. Newman, Alan L. Porter

Proceedings of the 3rd Workshop on Extraction and Evaluation of Knowledge Entities from Scientific Documents, 2022

Face Detection Algorithm in Classroom Scene Based on Deep Learning.

Yi Zhang, Chongwen Wang

Proceedings of the Advances in Computer Graphics, 2022

2021

Parallel or Intersecting Lines? Intelligent Bibliometrics for Investigating the Involvement of Data Science in Policy Analysis.

Yi Zhang, Alan L. Porter, Scott W. Cunningham, Denise Chiavetta, Nils C. Newman

IEEE Trans. Engineering Management, 2021

Guest Editorial: Tech Mining for Engineering Management: An Introduction.

Yi Zhang, Ying Huang, Denise Chiavetta, Alan L. Porter

IEEE Trans. Engineering Management, 2021

Exploring Technology Evolution Pathways to Facilitate Technology Management: From a Technology Life Cycle Perspective.

Ying Huang, Fujin Zhu, Alan L. Porter, Yi Zhang, Donghua Zhu, Ying Guo

IEEE Trans. Engineering Management, 2021

Overlapping Community Discovery for Identifying Key Research Themes.

Lu Huang, Fangyan Liu, Yi Zhang

IEEE Trans. Engineering Management, 2021

The Anniversary Tribute of PICMET: 1989-2018.

Dilek Cetindamar, Thorsten Lammers, Dundar F. Kocaoglu, Yi Zhang

IEEE Trans. Engineering Management, 2021

Topic evolution, disruption and resilience in early COVID-19 research.

Yi Zhang, Xiaojing Cai, Caroline V. Fry, Mengjia Wu, Caroline S. Wagner

Scientometrics, 2021

Dynamic network analytics for recommending scientific collaborators.

Lu Huang, Xiang Chen, Yi Zhang, Yihe Zhu, Suyi Li, Xingxing Ni

Scientometrics, 2021

Profiling and predicting the problem-solving patterns in China's research systems: A methodology of intelligent bibliometrics and empirical insights.

Yi Zhang, Mengjia Wu, Zhengyin Hu, Robert Ward, Xue Zhang, Alan L. Porter

Quant. Sci. Stud., 2021

Ethics and privacy of artificial intelligence: Understandings from bibliometrics.

Yi Zhang, Mengjia Wu, George Yijun Tian, Guangquan Zhang, Jie Lu

Knowl. Based Syst., 2021

Bi-layer network analytics: A methodology for characterizing emerging general-purpose technologies.

Yi Zhang, Mengjia Wu, Wen Miao, Lu Huang, Jie Lu

J. Informetrics, 2021

Extraction and Evaluation of Knowledge Entities from Scientific Documents.

Chengzhi Zhang, Philipp Mayr, Wei Lu, Yi Zhang

J. Data Inf. Sci., 2021

Identifying citation patterns of scientific breakthroughs: A perspective of dynamic citation process.

Chao Min, Yi Bu, Ding Wu, Ying Ding, Yi Zhang

Inf. Process. Manag., 2021

Editorial: Advanced Analytics and Decision Making for Research Policy and Strategic Management.

Yi Zhang, Yuya Kajikawa

Frontiers Res. Metrics Anal., 2021

Profiling COVID-19 Genetic Research: A Data-Driven Study Utilizing Intelligent Bibliometrics.

Mengjia Wu, Yi Zhang, Mark Grosser, Steven Tipper, Deon Venter, Hua Lin, Jie Lu

Frontiers Res. Metrics Anal., 2021

Exploring Topics in Bibliometric Research Through Citation Networks and Semantic Analysis.

Cristian Mejia, Mengjia Wu, Yi Zhang, Yuya Kajikawa

Frontiers Res. Metrics Anal., 2021

Knowledge Entity Extraction and Text Mining in the Era of Big Data.

Chengzhi Zhang, Philipp Mayr, Wei Lu, Yi Zhang

Data Inf. Manag., 2021

Team Power and Hierarchy: Understanding Team Success.

Huimin Xu, Yi Bu, Meijun Liu, Chenwei Zhang, Mengyi Sun, Yi Zhang, Eric T. Meyer, Eduardo Salas, Ying Ding

CoRR, 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

Adv. Eng. Informatics, 2021

Preface to the 2nd Workshop on Extraction and Evaluation of Knowledge Entities from Scientific Documents at JCDL 2021.

Chengzhi Zhang, Philipp Mayr, Wei Lu, Yi Zhang

Proceedings of the 2nd Workshop on Extraction and Evaluation of Knowledge Entities from Scientific Documents (EEKE 2021) co-located with JCDL 2021, 2021

2020

Framework of Computational Intelligence-Enhanced Knowledge Base Construction: Methodology and A Case of Gene-Related Cardiovascular Disease.

Yi Zhang, Mengjia Wu, Hua Lin, Steven Tipper, Mark Grosser, Guangquan Zhang, Jie Lu

Int. J. Comput. Intell. Syst., 2020

Tracking and Mining the COVID-19 Research Literature.

Alan L. Porter, Yi Zhang, Ying Huang, Mengjia Wu

Frontiers Res. Metrics Anal., 2020

Preface to the 1st Workshop on Extraction and Evaluation of Knowledge Entities from Scientific Documents at JCDL 2020.

Chengzhi Zhang, Philipp Mayr, Wei Lu, Yi Zhang

Proceedings of the 1st Workshop on Extraction and Evaluation of Knowledge Entities from Scientific Documents co-located with the ACM/IEEE Joint Conference on Digital Libraries in 2020, 2020

Extraction and Evaluation of Knowledge Entities from Scientific Documents: EEKE2020.

Chengzhi Zhang, Philipp Mayr, Wei Lu, Yi Zhang

Proceedings of the JCDL '20: Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020, 2020

Intelligent Bibliometrics for Discovering the Associations between Genes and Diseases: Methodology and Case study.

Mengjia Wu, Yi Zhang

Proceedings of the 1st Workshop on Extraction and Evaluation of Knowledge Entities from Scientific Documents co-located with the ACM/IEEE Joint Conference on Digital Libraries in 2020, 2020

2019

A hybrid approach to detecting technological recombination based on text mining and patent network analysis.

Xiao Zhou, Lu Huang, Yi Zhang, Miaomiao Yu

Scientometrics, 2019

Characterizing the Potential of Being Emerging Generic Technologies: A Bi-Layer Network Analytics-based Prediction Method.

Yi Zhang, Yihe Zhu, Lu Huang, Guangquan Zhang, Jie Lu

Proceedings of the 17th International Conference on Scientometrics and Informetrics, 2019

2018

Does deep learning help topic extraction? A kernel k-means clustering method with word embedding.

Yi Zhang, Jie Lu, Feng Liu, Qian Liu, Alan L. Porter, Hongshu Chen, Guangquan Zhang

J. Informetrics, 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, Lu Huang, Scott W. Cunningham, Lining Shang, Huizhu Yu, Kangrui Wang

Int. J. Technol. Manag., 2018

Predicting the dynamics of scientific activities: A diffusion-based network analytic methodology.

Yi Zhang, Ximeng Wang, Guangquan Zhang, Jie Lu

Proceedings of the Building & Sustaining an Ethical Future with Emerging Technology, 2018

2017

An entropy-based indicator system for measuring the potential of patents in technological innovation: rejecting moderation.

Yi Zhang, Yue Qian, Ying Huang, Ying Guo, Guangquan Zhang, Jie Lu

Scientometrics, 2017

Scientometrics for tech mining: an introduction.

Yi Zhang, Alan L. Porter, Denise Chiavetta

Scientometrics, 2017

Requirement-oriented core technological components' identification based on SAO analysis.

Chao Yang, Donghua Zhu, Xuefeng Wang, Yi Zhang, Guangquan Zhang, Jie Lu

Scientometrics, 2017

Measuring interdisciplinarity of a research system: detecting distinction between publication categories and citation categories.

Xuefeng Wang, Zhinan Wang, Ying Huang, Yun Chen, Yi Zhang, Huichao Ren, Rongrong Li, Jinhui Pang

Scientometrics, 2017

A hybrid method to trace technology evolution pathways: a case study of 3D printing.

Ying Huang, Donghua Zhu, Yue Qian, Yi Zhang, Alan L. Porter, Yuqin Liu, Ying Guo

Scientometrics, 2017

Detecting and predicting the topic change of Knowledge-based Systems: A topic-based bibliometric analysis from 1991 to 2016.

Yi Zhang, Hongshu Chen, Jie Lu, Guangquan Zhang

Knowl. Based Syst., 2017

Scientific evolutionary pathways: Identifying and visualizing relationships for scientific topics.

Yi Zhang, Guangquan Zhang, Donghua Zhu, Jie Lu

J. Assoc. Inf. Sci. Technol., 2017

Mixed Similarity Diffusion for Recommendation on Bipartite Networks.

Ximeng Wang, Yun Liu, Guangquan Zhang, Yi Zhang, Hongshu Chen, Jie Lu

IEEE Access, 2017

2016

A hybrid similarity measure method for patent portfolio analysis.

Yi Zhang, Lining Shang, Lu Huang, Alan L. Porter, Guangquan Zhang, Jie Lu, Donghua Zhu

J. Informetrics, 2016

2014

China's patterns of international technological collaboration 1976-2010: a patent analysis study.

Xuefeng Wang, Jie Ren, Yi Zhang, Donghua Zhu, Pengjun Qiu, Meng Huang

Technol. Anal. Strateg. Manag., 2014

A patent analysis method to trace technology evolutionary pathways.

Xiao Zhou, Yi Zhang, Alan L. Porter, Ying Guo, Donghua Zhu

Scientometrics, 2014

Triple Helix innovation in China's dye-sensitized solar cell industry: hybrid methods with semantic TRIZ and technology roadmapping.

Yi Zhang, Xiao Zhou, Alan L. Porter, José M. Vicente Gomila, An Yan

Scientometrics, 2014

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, Xiao Zhou, Alan L. Porter, José M. Vicente Gomila

Scientometrics, 2014

2013

A hybrid visualisation model for technology roadmapping: bibliometrics, qualitative methodology and empirical study.

Yi Zhang, Ying Guo, Xuefeng Wang, Donghua Zhu, Alan L. Porter

Technol. Anal. Strateg. Manag., 2013