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Hongshu Chen
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Year
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
2032016
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
1202018
Detecting and predicting the topic change of Knowledge-based Systems: A topic-based bibliometric analysis from 1991 to 2016
Y Zhang, H Chen, J Lu, G Zhang
Knowledge-Based Systems 133, 255-268, 2017
1042017
Topic-based technological forecasting based on patent data: A case study of Australian patents from 2000 to 2014
H Chen, G Zhang, D Zhu, J Lu
Technological Forecasting and Social Change 119, 39-52, 2017
1042017
Exploiting implicit influence from information propagation for social recommendation
F Xiong, W Shen, H Chen, S Pan, X Wang, Z Yan
IEEE Transactions on Cybernetics 50 (10), 4186-4199, 2019
672019
Movie collaborative filtering with multiplex implicit feedbacks
Y Hu, F Xiong, D Lu, X Wang, X Xiong, H Chen
Neurocomputing 398, 485-494, 2020
422020
Identify topic relations in scientific literature using topic modeling
H Chen, X Wang, S Pan, F Xiong
IEEE Transactions on Engineering Management 68 (5), 1232-1244, 2019
392019
A patent time series processing component for technology intelligence by trend identification functionality
H Chen, G Zhang, D Zhu, J Lu
Neural Computing and Applications 26 (2), 345-353, 2015
372015
Bayesian personalized ranking based on multiple-layer neighborhoods
Y Hu, F Xiong, S Pan, X Xiong, L Wang, H Chen
Information Sciences 542, 156-176, 2021
362021
Modeling technological topic changes in patent claims
H Chen, Y Zhang, G Zhang, D Zhu, J Lu
2015 Portland International Conference on Management of Engineering and …, 2015
202015
Mixed Similarity Diffusion for Recommendation on Bipartite Networks
X Wang, Y Liu, G Zhang, Y Zhang, H Chen, J Lu
IEEE Access 5, 21029-21038, 2017
182017
Profiling academic-industrial collaborations in bibliometric-enhanced topic networks: A case study on digitalization research
H Chen, Q Jin, X Wang, F Xiong
Technological Forecasting and Social Change 175, 121402, 2022
172022
Measuring distance-based semantic similarity using meronymy and hyponymy relations
Y Cai, S Pan, X Wang, H Chen, X Cai, M Zuo
Neural Computing and Applications 32 (8), 3521-3534, 2020
152020
A fuzzy approach for measuring development of topics in patents using latent Dirichlet allocation
H Chen, G Zhang, J Lu, D Zhu
2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-7, 2015
132015
Network dynamics in university-industry collaboration: A collaboration-knowledge dual-layer network perspective
H Chen, X Song, Q Jin, X Wang
Scientometrics 127 (11), 6637-6660, 2022
112022
Composing technology roadmapping according to bibliometrics: Hybrid model and empirical study
Y Zhang, D Zhu, X Wang, Y Guo, H Chen, C Liu, J Xu, X Heng, X Lu
Proceedings of CSIT, international conference on computer communication and …, 2011
102011
Semi-automatic Technology Roadmapping Composing Method for Multiple Science, Technology, and Innovation Data Incorporation
Y Zhang, H Chen, D Zhu
Anticipating Future Innovation Pathways Through Large Data Analysis, 211-227, 2016
82016
Identifying Technological Topic Changes in Patent Claims Using Topic Modeling
H Chen, Y Zhang, D Zhu
Anticipating Future Innovation Pathways Through Large Data Analysis, 187-209, 2016
82016
Exploring funding patterns with word embedding-enhanced organization–topic networks: A case study on big data
Q Jin, H Chen, X Wang, T Ma, F Xiong
Scientometrics 127 (9), 5415-5440, 2022
72022
A Two-Step Agglomerative Hierarchical Clustering Method for Patent Time-Dependent Data
H Chen, G Zhang, J Lu, D Zhu
Foundations and Applications of Intelligent Systems, 111-121, 2014
72014
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