Dr.Xiaomei Bai

Email: xiaomeibai@outlook.com

Big Data Institute, Anshan Normal University, Anshan 114007, China

SUMMARY

Dr. Xiaomei Bai is currently a full associate Professor in Computing center, Anshan  Normal University, China. She is the Director of Big Data Institute. In the last five years, Dr. Bai has authored/co-authored over 20 scientific papers in international journals and conferences (such as JOI, WWW, and JCDL). Her research interests include data science, knowledge management, and network science.

ACADEMIC QUALIFICATIONS/EDUCATION

·Computing Center,ANSHAN NORMAL UNIVERSITY, Anshan, China    Jun 2000-present

·PhD in School of Software ,DALIAN UNIVERSITY OF TECHNOLOGY, Dalian, China     Sep 2014-Dec 2017 

·BSc in school of Software,JILIN UNIVERSITY, Changchun, China     Sep 2003- 2005

RESEARCH AREAS/INTERESTS

·Data Science: big data, data analytics, graph learning, matching markets, scholarly big data, educational big data

·Knowledge Management: knowledge discovery, knowledge computing, knowledge graph, information systems, digital libraries

·Network Science: big networks, computational social science, link analysis, network medicine, brain networks

LIST OF PUBLICATIONS IN RECENT FIVE YEARS

Journals:

[1]  Bai X, Zhang F, Ni J, et al. Measure the Impact of Institution and Paper Via Institution-Citation Network[J]. IEEE Access, 2020, 8: 17548-17555.

[2]  Xiaomei Bai, Fuli Zhang, and Ivan Lee. Predicting the citations of scholarly paper. Journal of Informetrics, 2019, 13(1): 407-418.

[3]  Xiaomei Bai, Mengyang Wang, Ivan Lee, Zhuo Yang, Xiangjie Kong, Feng Xia. Scientific Paper Recommendation: A Survey, IEEE ACCESS, 2019, 7: 9324—9339.

[4]  Fuli Zhang, Xiaomei Bai, and Ivan Lee. Author impact evaluations, predictions, and challenges. IEEE Access,

[5]  Xiangjie Kong, Lei Liu, Shuo Yu, Andong Yang, Xiaomei Bai, Bo Xu (2019). Skill ranking of researchers via hypergraph. PeerJ Computer Science, 2019, 5: e182.

[6]  Liwei Cai, Jiahao Tian, Jiaying Liu, Xiaomei Bai, Ivan Lee, Xiangjie Kong, Feng Xia. Scholarly impact assessment: a survey of citation weighting solutions, Scientometrics, 2019, 118(2), 453-478

[7]  Xiaomei Bai. Predicting the Number of Publications for Scholarly Networks. IEEE Access, 2018, 6, 11842-11848.

[8]  Jiaying Liu, Xiangjie Kong, Feng Xia, Xiaomei Bai, Lei Wang, Qing Qing, and Ivan Lee. Artificial Intelligence in the 21st Century, IEEE Access, 2018, 6(1): 34403-34421. DOI: 10.1109/ACCESS.2018.2819688

[9]  Xiaomei Bai, Fuli Zhang, Jie Hou, Ivan Lee, Xiangjie Kong, Amr Tolba, Feng Xia. Quantifying the Impact of Scholarly Papers Based on Higher-Order Weighted Citations, PLoS ONE, 2018, 13(3): e0193192. DOI: 10.1371/journal.pone.0193192

[10]  Xiaomei Bai, Ivan Lee, Zhaolong Ning, Amr Tolba, Feng Xia. The Role of Positive and Negative Citations in Scientific Evaluation, IEEE Access, Vol. 5, 2017. pp: 17607-17617. DOI: 10.1109/ACCESS.2017.2740226

[11]  Xiaomei Bai, Fuli Zhang, Jie Hou, Feng Xia, Amr Tolba, and Elsayed Elashkar. Implicit Multi-feature Learning for Dynamic Time Series Prediction of the Impact of Institutions, IEEE Access, Vol. 5, 2017, pp: 16372 - 16382. DOI: 10.1109/ACCESS.2017.2739179

[12]  Wei Wang, Xiaomei Bai, Feng Xia, Teshome Megersa Bekele, Xiaoyan Su, Amr Tolba. From triadic closure to conference closure: The role of academic conferences in promoting scientific collaborations, Scientometrics, 113(1), 177-193, 2017. DOI: 10.1007/s11192-017-2468-x

[13]  Xiaomei Bai, Hui Liu, Fuli Zhang, Zhaolong Ning, Xiangjie Kong, Ivan Lee, Feng Xia. An Overview on Evaluating and Predicting Scholarly Article Impact, Information, 2017, 8(3), 73; DOI:10.3390/info8030073

[14]  Jun Zhang, Zhaolong Ning, Xiaomei Bai, Xiangjie Kong, Jinmeng Zhou, Feng Xia. Exploring time factors in measuring the scientific impact of scholars, Scientometrics, 112(3): 1301-1321, 2017. DOI: 10.1007/s11192-017-2458-z

[15]  Jun Zhang, Feng Xia, Zhaolong Ning, Teshome Megersa Bekele, Xiaomei Bai, Xiaoyan Su, Jinzhong Wang. A Hybrid Mechanism for Innovation Diffusion in Social Networks. IEEE Access, Vol. 4, 2016, pp: 5408 – 5416. DOI: 10.1109/ACCESS.2016.2610101

[16]  Xiaomei Bai, Feng Xia, Ivan Lee, Jun Zhang, Zhaolong Ning. Identifying Anomalous Citations for Objective Evaluation of Scholarly Article Impact, PLoS ONE, 2016, 11(9): e0162364. DOI: 10.1371/journal.pone.0162364

[17]  Haifeng Liu, Xiaomei Bai, Zhuo Yang, Amr Tolba, and Feng Xia. Trust-Aware Recommendation for Improving Aggregate Diversity, New Review of Hypermedia and Multimedia, Volume 21, Issue 3-4, 2015, pages 242-258. DOI: 10.1080/13614568.2015.1036136

[18]  Haifeng Liu, Xiangjie Kong, Xiaomei Bai, Wei Wang, Teshome Megersa Bekele, and Feng Xia. Context-based Collaborative Filtering for Citation Recommendation, IEEE Access, Vol. 3, pp: 1695-1703, 2015. DOI: 10.1109/ACCESS.2015.2481320

[19]  Haifeng Liu, Zhuo Yang, Jun Zhang, Xiaomei Bai, Wei Wang, Feng Xia. Mining Implicit Correlations between Users with the Same Role for Trust-Aware Recommendation, KSII Transactions on Internet and Information Systems, Vol. 9, No. 12, Dec 2015, pp: 4892 - 4911

Conferences :

[1]  Xiaomei Bai, Jie Hou, Hongzhuang Du, Xiangjie Kong and Feng Xia. Evaluating the impact of articles with geographical distances between institutions, The 26th International World Wide Web Conference (WWW), Companion Volume, Perth, Australia, 3-7 April 2017.

[2]  Jun Zhang, Zhaolong Ning, Xiaomei Bai, Wei Wang, Shuo Yu and Feng Xia. Who are the Rising Stars in Academia? ACM/IEEE Joint Conference on Digital Libraries (JCDL), Newark, NJ, USA, June 19-23, 2016.

[3]  Jun Zhang, Feng Xia, Wei Wang, Xiaomei Bai, Shuo Yu, Teshome Megersa Bekele and Zhong Peng. CocaRank: A Collaboration Caliber-based Method for Finding Academic Rising Stars, The 25th International World Wide Web Conference (WWW), Companion Volume, Montreal, Canada, April 11-15, 2016.

[4]  Xiaomei Bai, Jun Zhang, Hai Cui, Zhaolong Ning, Feng Xia. PNCOIRank: Evaluating the Impact of Scholarly Articles with Positive and Negative Citations, The 25th International World Wide Web Conference (WWW), Poster Track, Montreal, Canada, April 11-15, 2016.

[5]  Shuhong Zhang, Feng Xia, Jun Zhang, Xiaomei Bai, Zhaolong Ning. Collaboration Prediction in Heterogeneous Information Networks, The 8th IEEE International Conference on Social Computing and Networking (SocialCom), Dec. 19-21, 2015, Chengdu, China