Topic analysis and forecasting for science, technology and innovation: Methodology with a case study focusing on big data research Y Zhang, G Zhang, H Chen, AL Porter, D Zhu, J Lu Technological Forecasting and Social Change 105, 179-191, 2016 | 207 | 2016 |
Consolidation in a crisis: Patterns of international collaboration in early COVID-19 research CV Fry, X Cai, Y Zhang, CS Wagner PloS one 15 (7), e0236307, 2020 | 198 | 2020 |
“Term clumping” for technical intelligence: A case study on dye-sensitized solar cells Y Zhang, AL Porter, Z Hu, Y Guo, NC Newman Technological Forecasting and Social Change 85, 26-39, 2014 | 196 | 2014 |
Four dimensional Science and Technology planning: A new approach based on bibliometrics and technology roadmapping L Huang, Y Zhang, Y Guo, D Zhu, AL Porter Technological Forecasting and Social Change 81, 39-48, 2014 | 153 | 2014 |
Exploring topics in bibliometric research through citation networks and semantic analysis C Mejia, M Wu, Y Zhang, Y Kajikawa Frontiers in Research Metrics and Analytics 6, 742311, 2021 | 130 | 2021 |
Technology roadmapping for competitive technical intelligence Y Zhang, DKR Robinson, AL Porter, D Zhu, G Zhang, J Lu Technological Forecasting and Social Change 110, 175–186, 2016 | 123 | 2016 |
Does deep learning help topic extraction? A kernel k-means clustering method with word embedding Y Zhang, J Lu, F Liu, Q Liu, A Porter, H Chen, G Zhang Journal of Informetrics 12 (4), 1099-1117, 2018 | 121 | 2018 |
Detecting and predicting the topic change of Knowledge-based Systems: A topic-based bibliometric analysis from 1991 to 2016 Y Zhang, H Chen, L Jie, Z Guangquan Knowledge-Based Systems, 2017 | 106 | 2017 |
Scientific evolutionary pathways: Identifying and visualizing relationships for scientific topics Y Zhang, G Zhang, D Zhu, J Lu Journal of the Association for Information Science and Technology 68 (8 …, 2017 | 104 | 2017 |
How to combine term clumping and technology roadmapping for newly emerging science & technology competitive intelligence:“problem & solution” pattern based semantic TRIZ tool … Y Zhang, X Zhou, AL Porter, JMV Gomila Scientometrics 101 (2), 1375-1389, 2014 | 101 | 2014 |
A hybrid similarity measure method for patent portfolio analysis Y Zhang, L Shang, L Huang, AL Porter, G Zhang, J Lu, D Zhu Journal of Informetrics 10 (4), 1108-1130, 2016 | 91 | 2016 |
A hybrid visualisation model for technology roadmapping: bibliometrics, qualitative methodology and empirical study Y Zhang, Y Guo, X Wang, D Zhu, AL Porter Technology Analysis & Strategic Management 25 (6), 707-724, 2013 | 90 | 2013 |
大数据环境下技术创新管理方法研究 朱东华, 张嶷, 汪雪锋, 李兵, 黄颖, 马晶, 许幸荣, 杨超, 朱福进 科学学与科学技术管理 34 (4), 172-180, 2013 | 86* | 2013 |
A hybrid method to trace technology evolution pathways: a case study of 3D printing Y Huang, D Zhu, Y Qian, Y Zhang, AL Porter, Y Liu, Y Guo Scientometrics 111, 185-204, 2017 | 83 | 2017 |
Triple Helix innovation in China’s dye-sensitized solar cell industry: hybrid methods with semantic TRIZ and technology roadmapping Y Zhang, X Zhou, AL Porter, JMV Gomila, A Yan Scientometrics 99, 55-75, 2014 | 81 | 2014 |
Ethics and privacy of artificial intelligence: Understandings from bibliometrics Y Zhang, M Wu, GY Tian, G Zhang, J Lu Knowledge-Based Systems 222, 106994, 2021 | 76 | 2021 |
Explicating AI literacy of employees at digital workplaces D Cetindamar, K Kitto, M Wu, Y Zhang, B Abedin, S Knight IEEE transactions on engineering management 71, 810-823, 2022 | 73 | 2022 |
A patent analysis method to trace technology evolutionary pathways X Zhou, Y Zhang, AL Porter, Y Guo, D Zhu Scientometrics 100, 705-721, 2014 | 73 | 2014 |
How Does National Scientific Funding Support Emerging Interdisciplinary Research: A Comparison Study of Big Data Research in the US and China Y Huang, Y Zhang, J Youtie, AL Porter, X Wang PLOS ONE 11 (5), e0154509, 2016 | 69 | 2016 |
Discovering and forecasting interactions in big data research: A learning-enhanced bibliometric study Y Zhang, Y Huang, AL Porter, G Zhang, J Lu Technological Forecasting and Social Change 146, 795-807, 2019 | 66 | 2019 |