@article{huo2022hotness,title={Hotness prediction of scientific topics based on a bibliographic knowledge graph},author={Huo, Chaoguang and Ma, Shutian and Liu, Xiaozhong},journal={Information Processing \& Management},volume={59},number={4},pages={102980},year={2022},publisher={Elsevier},}
iConference
Improving community detection performance in heterogeneous music network by learning edge-type usefulness distribution
Zheng Gao, Chun Guo, Shutian Ma, and Xiaozhong Liu
@article{gao2022improving,title={Improving community detection performance in heterogeneous music network by learning edge-type usefulness distribution},author={Gao, Zheng and Guo, Chun and Ma, Shutian and Liu, Xiaozhong},journal={International Conference on Information},pages={68--78},year={2022},organization={Springer},}
2021
Scientometrics
Chronological citation recommendation with time preference
Shutian Ma, Heng Zhang, Chengzhi Zhang, and Xiaozhong Liu
@article{ma2021chronological,title={Chronological citation recommendation with time preference},author={Ma, Shutian and Zhang, Heng and Zhang, Chengzhi and Liu, Xiaozhong},journal={Scientometrics},volume={126},number={4},pages={2991--3010},year={2021},publisher={Springer},}
2020
PloS One
Mapping the co-evolution of artificial intelligence, robotics, and the internet of things over 20 years (1998-2017)
Katy Börner, Olga Scrivner, Leonard E Cross, Michael Gallant, Shutian Ma, Adam S Martin, Lisel Record, Haici Yang, and Jonathan M Dilger
@article{borner2020mapping,title={Mapping the co-evolution of artificial intelligence, robotics, and the internet of things over 20 years (1998-2017)},author={B{\"o}rner, Katy and Scrivner, Olga and Cross, Leonard E and Gallant, Michael and Ma, Shutian and Martin, Adam S and Record, Lisel and Yang, Haici and Dilger, Jonathan M},journal={PloS One},volume={15},number={12},pages={e0242984},year={2020},publisher={Public Library of Science San Francisco, CA USA},}
Scientometrics
A review of citation recommendation: from textual content to enriched context
@article{ma2020review,title={A review of citation recommendation: from textual content to enriched context},author={Ma, Shutian and Zhang, Chengzhi and Liu, Xiaozhong},journal={Scientometrics},volume={122},number={3},pages={1445--1472},year={2020},publisher={Springer},}
2019
OIR
Using social media to explore regional cuisine preferences in China
@article{zhang2019using,title={Using social media to explore regional cuisine preferences in China},author={Zhang, Chengzhi and Yue, Zijing and Zhou, Qingqing and Ma, Shutian and Zhang, Zi-Ke},journal={Online Information Review},year={2019},publisher={Emerald Publishing Limited},}
CCIR
Ensemble system for identification of cited text spans: based on two steps of feature selection
@article{xu2019ensemble,title={Ensemble system for identification of cited text spans: based on two steps of feature selection},author={Xu, Jin and Zhang, Chengzhi and Ma, Shutian},journal={China Conference on Information Retrieval},pages={95--107},year={2019},organization={Springer},}
iConference
How to make a successful movie: Factor analysis from both financial and critical perspectives
Zheng Gao, Vincent Malic, Shutian Ma, and Patrick Shih
@article{gao2019make,title={How to make a successful movie: Factor analysis from both financial and critical perspectives},author={Gao, Zheng and Malic, Vincent and Ma, Shutian and Shih, Patrick},journal={International Conference on Information},pages={669--678},year={2019},organization={Springer},}
ISSI
Using full-text of academic articles to find software clusters.
@article{zhang2019usinh,title={Using full-text of academic articles to find software clusters.},author={Zhang, Heng and Ma, Shutian and Zhang, Chengzhi},journal={ISSI},pages={2776--2777},year={2019},}
2018
PNAS
Skill discrepancies between research, education, and jobs reveal the critical need to supply soft skills for the data economy
Katy Börner, Olga Scrivner, Mike Gallant, Shutian Ma, Xiaozhong Liu, Keith Chewning, Lingfei Wu, and James A Evans
Proceedings of the National Academy of Sciences 2018
@article{borner2018skill,author={B{\"o}rner, Katy and Scrivner, Olga and Gallant, Mike and Ma, Shutian and Liu, Xiaozhong and Chewning, Keith and Wu, Lingfei and Evans, James A},journal={Proceedings of the National Academy of Sciences},volume={115},number={50},pages={12630--12637},year={2018},publisher={National Acad Sciences},}
Scientometrics
Automatic identification of cited text spans: a multi-classifier approach over imbalanced dataset
@article{ma2018automatic,title={Automatic identification of cited text spans: a multi-classifier approach over imbalanced dataset},author={Ma, Shutian and Xu, Jin and Zhang, Chengzhi},journal={Scientometrics},volume={116},number={2},pages={1303--1330},year={2018},publisher={Springer},}
IDD
Using multiple web resources and inference rules to classify Chinese word semantic relation
@article{ma2018using,title={Using multiple web resources and inference rules to classify Chinese word semantic relation},author={Ma, Shutian and Zhang, Yingyi and Zhang, Chengzhi},journal={Information Discovery and Delivery},volume={46},number={2},pages={120--126},year={2018},publisher={Emerald Publishing Limited},}
2017
iConference
Documents representation for comparable corpora clustering: A preliminary study
@article{ma2017documents,title={Documents representation for comparable corpora clustering: A preliminary study},author={Ma, Shutian and Zhang, Chengzhi},journal={International Conference on Information},year={2017},publisher={iSchools},}
iConference
Analyzing scientific user tagging behavior on academic blogs according to tag’s content characteristics-A preliminary study
Yingyi Zhang, Chengzhi Zhang, Gao Chen, and Shutian Ma
@article{zhang2017analyzing,author={Zhang, Yingyi and Zhang, Chengzhi and Chen, Gao and Ma, Shutian},journal={International Conference on Information},year={2017},publisher={iSchools},}
ASIS&T
Document representation and clustering models for bilingual documents clustering
Shutian Ma, and Chengzhi Zhang
Proceedings of the Association for Information Science and Technology 2017
@article{ma2017document,title={Document representation and clustering models for bilingual documents clustering},author={Ma, Shutian and Zhang, Chengzhi},journal={Proceedings of the Association for Information Science and Technology},volume={54},number={1},pages={499--502},year={2017},publisher={Wiley Online Library},}
2016
ASIS&T
Document representation methods for clustering bilingual documents
Shutian Ma, Chengzhi Zhang, and Daqing He
Proceedings of the Association for Information Science and Technology 2016
@article{ma2016document,title={Document representation methods for clustering bilingual documents},author={Ma, Shutian and Zhang, Chengzhi and He, Daqing},journal={Proceedings of the Association for Information Science and Technology},volume={53},number={1},pages={1--10},year={2016},publisher={Wiley Online Library},}
2015
ASIS&T
How does citing behavior for a scientific article change over time? A preliminary study
Chao Lu, Chengzhi Zhang, and Shutian Ma
Proceedings of the Association for Information Science and Technology 2015
@article{lu2015does,title={How does citing behavior for a scientific article change over time? A preliminary study},author={Lu, Chao and Zhang, Chengzhi and Ma, Shutian},journal={Proceedings of the Association for Information Science and Technology},volume={52},number={1},pages={1--4},year={2015},publisher={Wiley Online Library},}
2014
NLPCC
Automatic collection of the parallel corpus with little prior knowledge
Shutian Ma, and Chengzhi Zhang
Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data 2014
@article{ma2014automatic,title={Automatic collection of the parallel corpus with little prior knowledge},author={Ma, Shutian and Zhang, Chengzhi},journal={Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data},pages={95--106},year={2014},publisher={Springer},}