Qianqian Jin, Hongshu Chen, Yi Zhang, Xuefeng Wang, Donghua Zhu (2024). Unraveling Scientific Evolutionary Paths: An Embedding-Based Topic Analysis. Ieee Transactions On Engineering Management, Vol. 71.DOI
Xiaotong Han, Donghua Zhu, Xuefeng Wang, Tugrul Daim, Yali Qiao (2023). Discovering technology opportunities based on the linkage between technology and business areas: matching patents and trademarks. Technology Analysis & Strategic Management, Vol. 350, No. 10.DOI
Heng Huang, Donghua Zhu, Xuefeng Wang (2022). Evaluating scientific impact of publications: combining citation polarity and purpose. Scientometrics, Vol. 1270, No. 9.DOI
Xiaoyu Liu, Xuefeng Wang, Donghua Zhu (2022). Reviewer recommendation method for scientific research proposals: a case for NSFC. Scientometrics, Vol. 1270, No. 6.DOI
Xiaotong Han, Donghua Zhu, Xuefeng Wang, Jia Li, Yali Qiao (2021). Technology Opportunity Analysis: Combining SAO Networks and Link Prediction. Ieee Transactions On Engineering Management, Vol. 68, No. 50.DOI
Ying Huang, Fujin Zhu, Alan L. Porter, Yi Zhang, Donghua Zhu, Ying Guo (2021). Exploring Technology Evolution Pathways to Facilitate Technology Management: From a Technology Life Cycle Perspective. Ieee Transactions On Engineering Management, Vol. 68, No. 50.DOI
Xiaotong Han, Donghua Zhu, Ming Lei, Tugrul Daim (2021). R&D trend analysis based on patent mining: An integrated use of patent applications and invalidation data. Technological Forecasting And Social Change, Vol. 1670.DOI
Xiaoyu Liu, Donghua Zhu, Ying Guo (2021). Exploring the role of companies in scientific research: a case study of genetically modified maize. Technology Analysis & Strategic Management, Vol. 330, No. 4.DOI
Lin Zhu, Donghua Zhu, Xuefeng Wang, Scott W. Cunningham, Zhinan Wang (2019). An integrated solution for detecting rising technology stars in co-inventor networks. Scientometrics, Vol. 121, No. 1.DOI
Jing Ma, Natalie F. Abrams, Alan L. Porter, Donghua Zhu, Dorothy Farrell (2019). Identifying translational indicators and technology opportunities for nanomedical research using tech mining: The case of gold nanostructures. Technological Forecasting And Social Change, Vol. 1460.DOI
Omer Hanif, Donghua Zhu, Xuefeng Wang, M. Nawaz (2019). Refining the Measurement of Topic Similarities Through Bibliographic Coupling and LDA. IEEE Access.DOI
Yan-Ping Zhao, Donghua Zhu (2019). Evaluation of the Collected Pages and Dynamic Monitoring of Scientific Information. International Conference of Computational Methods in Sciences and Engineering 2004 (ICCMSE 2004).DOI
Xuefeng Wang, Yun Fu, Ying Huang, Yuqin Liu, Donghua Zhu (2019). Identifying R&D partners using SAO analysis: a case study of dye-sensitised solar cells. International Journal of Technology Management.DOI
Chao Yang, Donghua Zhu, Xuefeng Wang, Yi Zhang, Guangquan Zhang, Jie Lu (2017). Requirement-oriented core technological components' identification based on SAO analysis. Scientometrics, Vol. 1120, No. 3.DOI
Yi Zhang, Guangquan Zhang, Donghua Zhu, Jie Lu (2017). Scientific Evolutionary Pathways: Identifying and Visualizing Relationships for Scientific Topics. Journal Of The Association For Information Science And Technology, Vol. 680, No. 8.DOI
Hongshu Chen, Guangquan Zhang, Donghua Zhu, Jie Lu (2017). Topic-based technological forecasting based on patent data: A case study of Australian patents from 2000 to 2014. Technological Forecasting And Social Change, Vol. 1190.DOI
H. Yu, Lu Huang, Yi Zhang, Kangrui Wang, Wen Miao, Donghua Zhu (2017). Cooperation as a Mediator Variable Between Research Fund and Scientific Outputs: Evidence from NSFC-Guangdong Joint Fund. Portland International Conference on Management of Engineering and Technology.DOI
Ying Huang, A. Porter, Yi Zhang, Ying Guo, Donghua Zhu (2017). Validating the Earlier Analyses and Forecasting on Dye-Sensitized Solar Cells (DSSCs). Portland International Conference on Management of Engineering and Technology.DOI
Chao Yang, Donghua Zhu, Xuefeng Wang (2017). SAO Semantic Information Identification for Text Mining. International Journal of Computational Intelligence Systems.DOI
Jing Ma, Donghua Zhu, D. Farrell, Michael D. Chang, P. Grodzinski, Natalie Abrams, A. Porter (2017). Delineating Translational Innovation Pathways for Nanomedical Research Using Tech Mining. Portland International Conference on Management of Engineering and Technology.DOI
Ying Huang, Donghua Zhu, Ya-Li Qiao, Jinhui Pang, Xuefeng Wang (2017). Interactive overlay maps and technological field evolutions for US patent (USPTO) data. International Conference on Scientometrics and Informetrics.
Junfang Guo, Xuefeng Wang, Qianrui Li, Donghua Zhu (2016). Subject-action-object-based morphology analysis for determining the direction of technological change. Technological Forecasting And Social Change, Vol. 1050.DOI
Xuefeng Wang, Hairuo Li, Rongrong Li, Bing Li, Donghua Zhu (2016). Research on the cost forecast of China's photovoltaic industry. R & D Management, Vol. 460, No. 10.DOI
黄颖,高天舒,王志楠,汪雪锋,Alan L. Porter,朱东华(2016). 基于WebofScience分类的跨学科测度研究. 《科研管理》.
Ying Huang, Jan L. Youtie, A. Porter, Douglas K. R. Robinson, S. Cunningham, Donghua Zhu (2016). Big Data and Business: Tech Mining to Capture Business Interests and Activities around Big Data. 2016 IEEE International Conferences on Big Data and Cloud Computing (BDCloud), Social Computing and Networking (SocialCom), Sustainable Computing and Communications (SustainCom) (BDCloud-SocialCom-SustainCom).DOI
Yi Zhang, Hongshu Chen, Guangquan Zhang, A. Porter, Donghua Zhu, Jie Lu (2016). Topic Analysis and Forecasting for Science, Technology and Innovation: Methodology and a Case Study.
Ying Huang, Fujin Zhu, Ying Guo, A. Porter, Yi Zhang, Donghua Zhu (2016). Exploring Technology evolution pathways to facilitate Technology management: A study of Dye-sensitized solar cells (DSSCs). Portland International Conference on Management of Engineering and Technology.DOI
Hongshu Chen, Yi Zhang, Donghua Zhu (2016). Identifying Technological Topic Changes in Patent Claims Using Topic Modeling.DOI
Chao Yang, Donghua Zhu, Xuefeng Wang (2016). SAO-based core technological components' identification. International Conference on Software, Knowledge, Information Management and Applications.DOI
Yi Zhang, Hongshu Chen, Donghua Zhu (2016). Semi-automatic Technology Roadmapping Composing Method for Multiple Science, Technology, and Innovation Data Incorporation.DOI
Chao Yang, Donghua Zhu, Guangquan Zhang (2015). Semantic-Based Technology Trend Analysis. International Conference on Intelligent Systems and Knowledge Engineering.DOI
Ying Huang, Jing Ma, A. Porter, Seokbeom Kwon, Donghua Zhu (2015). Analyzing collaboration networks and developmental patterns of nano-enabled drug delivery (NEDD) for brain cancer. Beilstein Journal of Nanotechnology.DOI
Jing Ma, Xuefeng Wang, Donghua Zhu, Xiaoping Zhou (2015). Analysis on patent collaborative patterns for emerging technologies: a case study of nano-enabled drug delivery. International Journal of Technology Management.DOI
Hongshu Chen, Guangquan Zhang, Jie Lu, Donghua Zhu (2015). A fuzzy approach for measuring development of topics in patents using Latent Dirichlet Allocation. IEEE International Conference on Fuzzy Systems.DOI
Yi Zhang, Hongshu Chen, Guang-Quan Zhang, Donghua Zhu, Jie Lu (2015). Multiple science data-oriented Technology Roadmapping method. Portland International Conference on Management of Engineering and Technology.DOI
Jing Ma, Alan L. Porter, T. Aminabhavi, Donghua Zhu (2015). Nano-enabled drug delivery systems for brain cancer and Alzheimer's disease: research patterns and opportunities. Nanomedicine: Nanotechnology, Biology and Medicine.DOI
Hongshu Chen, Yi Zhang, Guang-Quan Zhang, Donghua Zhu, Jie Lu (2015). Modeling technological topic changes in patent claims. Portland International Conference on Management of Engineering and Technology.DOI
Fujin Zhu, Xuefeng Wang, Donghua Zhu, Yuqin Liu (2015). A Supervised Requirement-oriented Patent Classification Scheme Based on the Combination of Metadata and Citation Information. International Journal of Computational Intelligence Systems.DOI
Xuefeng Wang, Pengjun Qiu, Donghua Zhu, Liliana Mitkova, Ming Lei, Alan L. Porter (2015). Identification of technology development trends based on subject–action–object analysis: The case of dye-sensitized solar cells. HAL (Le Centre pour la Communication Scientifique Directe).
Xiao Zhou, Yi Zhang, Alan L. Porter, Ying Guo, Donghua Zhu (2014). A patent analysis method to trace technology evolutionary pathways. Scientometrics, Vol. 100, No. 3.DOI
Xuefeng Wang, Jie Ren, Yi Zhang, Donghua Zhu, Pengjun Qiu, Meng Huang (2014). China's patterns of international technological collaboration 1976-2010: a patent analysis study. Technology Analysis & Strategic Management, Vol. 260, No. 5.DOI
Xuefeng Wang, Rongrong Li, Shiming Ren, Donghua Zhu, Meng Huang, Pengjun Qiu (2014). Collaboration network and pattern analysis: case study of dye-sensitized solar cells. Scientometrics, Vol. 98, No. 3.DOI
Lu Huang, Yi Zhang, Ying Guo, Donghua Zhu, Alan L. Porter (2014). Four dimensional Science and Technology planning: A new approach based on bibliometrics and technology roadmapping. Technological Forecasting And Social Change, Vol. 810.DOI
Hongshu Chen, Guangquan Zhang, Jie Lu, Donghua Zhu (2014). A Two-Step Agglomerative Hierarchical Clustering Method for Patent Time-Dependent Data.DOI
Hongshu Chen, Guangquan Zhang, Donghua Zhu, Jie Lu (2014). A patent time series processing component for technology intelligence by trend identification functionality. Neural computing & applications (Print).DOI
Ying Huang, Fujin Zhu, Ying Guo, A. Porter, Donghua Zhu (2014). IDENTIFYING TECHNOLOGY EVOLUTION PATHWAYS BASED ON PATENT CITATION NETWORK AND TECH MINING--ILLUSTRATED FOR DYE-SENSITIZED SOLAR CELLS.
Fujin Zhu, Xuefeng Wang, Donghua Zhu, Yuqin Liu (2014). USER DEMAND-DRIVEN PATENT TOPIC CLASSIFICATION USING MACHINE LEARNING TECHNIQUES.DOI
Ying Huang, Fujin Zhu, Ying Guo, A. Porter, Donghua Zhu (2014). M INING-- I LLUSTRATED FOR DYE-SENSITIZED SOLAR CELLS.
Yi Zhang, Ying Guo, Xuefeng Wang, Donghua Zhu, Alan L. Porter (2013). A hybrid visualisation model for technology roadmapping: bibliometrics, qualitative methodology and empirical study. Technology Analysis & Strategic Management, Vol. 250, No. 6.DOI
Yi Zhang, Donghua Zhu, Xuefeng Wang, Ying Guo, Hongshu Chen, Changli Liu, Jing Xu, Xiao-Fan Heng, Xiao-Guang Lu (2011). Composing technology roadmapping according to bibliometrics: hybrid model and empirical study.
Hong-Qi Han, X. An, Donghua Zhu, Xuefeng Wang (2011). Visual group identification method of technical competitors using LinLog graph clustering algorithm. International Conference on Computer Science and Application Engineering.DOI
Ying Guo, Lu Huang, A. Porter, Douglas K. R. Robinson, Jan L. Youtie, Donghua Zhu (2011). Organizing a Multidisciplinary Workshop for Forecasting Innovation Pathways: the Case of Nano-Enabled Biosensors.
Ying Guo, Xuefeng Wang, Donghua Zhu, Xiaoping Zhou (2011). Fitting Network Data Based on Latent Cluster Model. 2011 International Conference on Management and Service Science.DOI
Ying Guo, Xuefeng Wang, Donghua Zhu (2011). Composing a technology delivery system for an emerging energy technology: The case of dye-sensitized solar cells. IEEE International Conference on Industrial Engineering and Engineering Management.DOI
Ying Guo, Xuefeng Wang, Donghua Zhu (2011). Innovation risk-utility pathway method applied to dye-sensitized solar cells. IEEE International Conference on Industrial Engineering and Engineering Management.DOI
Hong Gen Zhou, Donghua Zhu, Bingwu Liu (2011). Class Tag Clustering Algorithm of Clustering Search Engine.DOI
Donghua Zhu (2011). The research on refining China's patent search terms. Kexuexue yanjiu.
Qing-Feng Duan, Xuefeng Wang, Donghua Zhu (2010). Text-mining-based funding monitoring for science foundation: A case study of NSFC. International Conference on Future Information Technology and Management Engineering.DOI
Liwei Zhang, Donghua Zhu (2010). Research of Technical Development Trend and Hot Points Based on Text Mining. International Conference on Information Engineering and Computer Science.DOI
Duan Qingfeng, Wang Xuefeng, Donghua Zhu (2010). A performance evaluation model for cooperation and exchange projects of NSFC. International Conference on Future Information Technology and Management Engineering.DOI
Ying Guo, Donghua Zhu, Xuefeng Wang (2009). Profiling innovation system for Solar Photovoltaics in China. IEEE International Conference on Industrial Engineering and Engineering Management.DOI
Zhi-Qiang Liu, Donghua Zhu (2009). Web Mining Based Patent Analysis and Citation Visualization. 2009 Second Pacific-Asia Conference on Web Mining and Web-based Application.DOI
Hong-qi Han, Donghua Zhu, Xuefeng Wang (2009). Semi-supervised text classification from unlabeled documents using class associated words.DOI
Bo Hao Yu, Donghua Zhu (2009). Combining neural networks and semantic feature space for email classification. Knowledge-Based Systems.DOI
Donghua Zhu (2009). Analysis of Communication Technique Patent Information. Journal of Beijing Institute of Technology.
Zhu Dong-hua (2009). Theoretical Research on Alert-Situation of Patent Early-Warning System. Science of Science and Management of S.& T.
Zhu Dong-hua (2009). A Framework for the Knowledge Service System Oriented to the Design Knowledge Reuse. Economic management journal.
Jun-Peng Yuan, Jin Huang, Donghua Zhu, Hai-Long Bao, Chunning Yang (2006). A Text Mining Framework to Support Nano Science and Technology Management. The Proceedings of the Multiconference on "Computational Engineering in Systems Applications".DOI
A. Porter, Nils C. Newman, R. Watts, Donghua Zhu, Cherie Courseault (2002). Matching Information Products to Technology Management Processes.
R. Watts, A. Porter, Donghua Zhu (2002). Factor Analysis Optimization: Applied on Natural Language Knowledge Discovery.
Donghua Zhu, A. Porter (2002). Automated extraction and visualization of information for technological intelligence and forecasting.DOI
Donghua Zhu, A. Porter, S. Cunningham, Judith Carlisie, Anustup Nayak (1999). A process for mining science & technology documents databases, illustrated for the case of "knowledge discovery and data mining".DOI
R. Watts, A. Porter, S. Cunningham, Donghua Zhu (1997). TOAS Intelligence Mining; Analysis of Natural Language Processing and Computational Linguistics. European Conference on Principles of Data Mining and Knowledge Discovery.DOI
Hongshu Chen, Donghua Zhu, Xuefeng Wang, Yi Zhang, Xiao-Guang Lu, Jing Xu, Xiao-Fan Heng, Changli Liu, Jinguo Tang. Evaluating Olympic Technology Development : Use of Literature Analysis Based on Science Citation Index.