Name：HuiYing Gao

Year of Birth：1976-09

Department：Department Management Science and Engineering

Phone No.：86-10-68918919

Email：huiying@bit.edu.cn

Address：School of Management, Beijing Institute of Technology, 5 South Zhongguancun Street, Haidian District Beijing

Zip Code：100081

Introduction：

Huiying Gao is an associated professor of School of Management of Beijing Institute of Technology.

Experiences：

During her Ph.D. Studying, she got the Scholarships of TU Berlin and was sent to Berlin Institute of Technology, Germany as a Ph.D. student in 2002. From Jul 2002 to Apr. 2003, she took part in the content management system design and development in German ORTEC. Meanwhile, she finished her Ph.D. dissertation “A study on content management system based on intelligent clustering ”, in Aug. 2003 she received her Ph.D. in management science and engineering from School of Management and Economics of BIT where she became a fellow member of the faculty. She has visited Karlsruhe Institute of Technology, Germany as visiting scholar from Nov.2008 to Apr.2009 and has visited Henley Business School, University of Reading, UK as academic visitor from Oct.2013 to March.2014.

Research Interests：

information system theory and method, text mining，intelligent information system, collaborative recommendation of E-commerce, medical and healthcare behavior analysis, enterprise digital transformation, etc.

Selected Publications：

[1] Huiying Gao，Mengqiu Gong, SijiaYu. Identification of Medical Service Quality Factors Based on COA-BTM Model [J]. Transactions of Beijing Institute of Technology，2022,42(11):1167-1174. (in Chinese)（EI Index）

[2] Huiying Gao; Shan Lu; Xiaojin Kou. Research on the identification of medical service quality factors: based on a data-driven method [J]. Internet Research, 2022,32 (5): 1617-1645.(SCI/SSCI Index)

[3] Hangzhou Yang, Huiying Gao*. Personalized content recommendation in online health communities [J]. Industrial Management & Data Systems, 2022, 122 (2): 345-364. (SCI Index)

[4] Huiying Gao，Mengqiu Gong, Jiawei Liu. Sentiment Analysis of Online Healthcare Reviews Based on Feature Weighted Word Vector [J]. Transactions of Beijing Institute of Technology，2021, 41 (9): 999-1005.（EI Index）

[5] Hangzhou Yang, Huiying Gao*. User recommendation in online health communities using adapted matrix factorization [J]. Internet Research. 2021, 1066-2243. DOI: 10.1108/INTR-09-2020-0501 (SSCI Index)

[6] Zhang, Y., Cui, S., Gao, H*. Adverse drug reaction detection on social media with deep linguistic features [J]. Journal of Biomedical Informatics, 2020. 06 (106): 103437. （SCI Index）

[7] Huiying Gao，Jiawei Liu， Shuxin Yang. Research on Identifying Topics of Online Healthcare Reviews based on Improved LDA [J]. Transactions of Beijing Institute of Technology，2019, (4): 427-434. (in Chinese)（EI Index）

[8] Huiying Gao，Tian Wei, Jiawei Liu. Friend Recommendation Based on User Clustering and Dynamic Interaction Trust Relationship [J]. Data Analysis and Knowledge Discovery，2019.10，3（10）：66-77. (in Chinese) （CSSCI Index）

[9] Hangzhou Yang, Huiying Gao*. Toward Sustainable Virtualized Healthcare: Extracting Medical Entities from Chinese Online Health Consultations Using Deep Neural Networks [J]. Sustainability, 2018.10(9):3292.（SCI，SSCI Index）

[10] Huiying Gao, Tian Wei, Shuxin Yang. Features Mining and Analysis of Smart Bracelet Based on Online Reviews [C]. Proceedings of 2nd International Conference on Software, Multimedia and Communication Engineering, 2017,7. （EI Index）

[11] Xiuxiu Chen, Huiying Gao*, Kecheng Liu, Hongqiao Yang. A Requirement-driven Approach for Information Integration in Regional Healthcare Environment [J]. International Journal of Hybrid Information Technology, 2017, 1（10）: 215-228. （EI Index）

[12] Ying Zhang, Huiying Gao，ZhiChao Ba. Topic Association Mining Based Classification for Cross-type Digital Resources [J]. Information Studies: Theory & Application，2015.38（11）：108-115. (in Chinese) （CSSCI Index）

[13] Huiying Gao，Fuxing Nian. User Reviews based Product Feature Mining of Mobile Phones in E-commerce [J]. Transactions of Beijing Institute of Technology，2014，34（s2）26-30. (in Chinese)（EI Index）

[14] HuiYing .Gao，SuSu. Wang, BoFei. Yang ，HangZhou. Yang. User Preference-oriented Collaborative Recommendation Algorithm in e-commerce [J]. Journal of Software，2014，7（9）：1886-1893 （EI Index）

[15] Haiying Che, Huiying Gao, Yanbing Ju. Mobile Business Process Modeling Using High Level Petri Nets, Transactions of Beijing Institute of Technology [J], 2014，23（3）:368-374（EI Index）

[16] Huiying Gao, Susu Wang, Lily Sun, Fuxing Nian. Hierarchical Clustering based Web Service Discovery [C]. Proceedings of the 15th International Conference on Informatics and Semiotics in Organisations,2014.5:281-291（EI Index）

[17] Xiuxiu Chen, Huiying Gao, Kecheng Liu, Yingzhang. Incorporating Semiotics into Fuzzy Logic to Enhance Clinical Decision Support Systems [J]. Proceedings of the 15th International Conference on Informatics and Semiotics in Organisations, 2014.5:97-106（EI Index）

[18] Huiying Gao, Fuxing Nian. User Reviews based Product Feature Mining of Mobile Phones in E-commerce [C]. Proceedings of 2013 International Conference On Business Analytics And Management Science, 2013,11.

[19] Huiying Gao, Xiuxiu Chen, Kecheng Liu. An Ontological Approach to Personalized Medical Knowledge Matching [J]. Advances in Information Sciences and Service Sciences , 2012，12（4）：247-255.

[20] H.Y. Gao, X.X. Chen. Ontology and CBR-based Dynamic Enterprise Knowledge Repository Construction [J]. Journal of Software, 2012, 7(6):1211-1218.

[21] Huiying Gao, Jinghua Zhao. Ontology based Enterprise Content Retrieval Method [J]. Journal of Computers, 2010, 5 (12)：314-321.

[22] Huiying Gao, Qianzhu. Semantic Web based Multi-agent Model for the Web Service Retrieval [C].  Proceedings of 2009 IEEE Computer Network and Multimedia Technology, 2009, 12: 897-900.

[23] Huiying Gao，Jinghua Zhao. Qiuju Yin, Jingxia Wang. Ontology based Enterprise Content Retrieval Model[C]. Proceedings of 2009 IEEE International Conference on Grey System and Intelligent Services.2009.11: 1326-1329.

[24] Huiying Gao, Wolffried Stucky, Lei Liu. Web Services Classification Based on Intelligent Clustering Techniques[C]. Proceedings of IFITA, 2009.5: 242-245.

[25] Huiying Gao, Jiayuan Zhang, Roman Povalej, Wolffried Stucky. Service-Oriented Modeling Method for the Development of an E-Commerce Platform[C]. Proceedings of International Conference on e-Business and Information System Security, 2009.5.

[26] Weizi Li, Huiying Gao, Zhijun Yan, Kecheng Liu. On Dynamic Agility of Inter-Organizational Processes[C]. Proceedings of AMIGE2008, 2008.11: 51-54.

[27] Huiying Gao, Wolffried Stucky, Jinghua Zhao, Zhijun Yan. Adaptive Service Oriented Architecture of Enterprise Content Management System. Proceedings of ICISO 2009,2009：361-366.

[28] Gao Huiying, Gan Renchu. Application of content classification based on intelligent clustering [J]. Qinghua Daxue Xuebao/Journal of Tsinghua University, 2006. 46（s）: 1041-1045. (in Chinese)

[29] Gao Huiying, Gan Renchu. Method of intelligent clustering based correlativity content retrieval [J]. Beijing Ligong Daxue Xuebao/Transaction of Beijing Institute of Technology, 2005, 25(12):1075-1078. (in Chinese)（EI Index）

[30] Gao Huiying, Gan Renchu. Intelligent Clustering based Content Classification [C]. Proceedings of the Fourth Wuhan International Conference on E-Business. Wuhan: China University of Geosciences, 2005.06:1075-1079.

[31] Gao Huiying, Gan Renchu. Content Management Enhanced e-government [C]. Proceedings of international conferences on digital enviorenment. Shanghai: Fudan University, 2005.07.

[32] Gao Huiying, Gan Renchu. An Experimental Model of Logistics with E-commerce[C], Proceedings of 2001 International Business in the Era of Economy Globalization, 2001, 9:178-181.

Books:

[1] Hongqiao Yang, Wei Pu, Huiying Gao. Top level design method of medical information system. People’s Military Medical Press，2015, 5: Chap.3-13.

[2] Stephen Hager《Management Imformation Systems for the Information Age》（the 9th edition）[Translation]. Yan Zhijun, Jia Lin, Yin Qiuju, Gao Huiying, Mechanical Industry Press , 2017.01:Chapter 1,2、Extended Learning Module A、B.

[3]Gan Renchu, Yan Zhijun, Gao Huiying.Information System Theory & Application, published by Higher Education Press, 2004.11.

[4]. Long Hong, Li Huafang, Gao Huiying. Guidance for using UFIDA ERP, 2005.12.

Research Projects

[1] 2023.09-2026.08: Responsible for National Social Science Foundation of China, "Research on Influencing Factors and Improvement Path of Internet Medical Service Quality from the perspective of Patient Perception”

[2] 2020-2023：Participate in National Natural Science Foundation of China，“Data-driven scheduling optimization of remote medical resources”

[3] 2019-2021：Participate in Beijing Natural Science Foundation “Research on customer participation service innovation process based on social information processing theory”

[4] 2018-2020：Participate in National Natural Science Foundation of China， “Research on telecom product configuration and personalized marketing strategy based on multi-source heterogeneous big data”

[5] 2016-2018：Participate in National key research and development plan of China “ Evaluation index selection and design research of service certification under network and information condition”

[6] 2016-2018：Participate in National key research and development plan of China “Research on service quality measurement and verification under network and information condition”

[7] 2015-2017：Responsible for Natural Science Foundation of Beijing Institute of Technology “User Preferences based Personalized Collaborative Recomendation（20142141038）”

[8] 2013-2014 Responsible for Beijing National Natural Science Foundation “Requirement oriented architecture of regional collaborative medical information system”

[9] 2012-2015 Participate in National Natural Science Foundation of China “social networks based collaborative model and recommendation technology research”

[10] 2008-2010 “Service oriented Archtecture of Information System”Foundation of BIT

[11] 2006-2008 “Platform of the integration of information systems ”Foundation of BIT

[12] 2007-2009 Participate in National Natural Science Foundation of China “Decision Making Theory and Application of the Simulation to the Rare Event”

[13] 2006-2008: Participate in National Natural Science Foundation of China “Agility Analysis and Reengineering Method of Interorganizational Process ”

[14] 2005-2007: Evaluation of Enterprise digitalization, Technology and Industry for National Defense

[15] 2005-2006: Dynamic Integration Technology of Data Mining, General Armament Department

[16] 2003—2004: Project “Website Content Management of Yantai Government”

[17] 2002—2003: Research and development of “Content Management System”, Berlin, Germany

Prizes and Honors

[1]Yan Yan，Jiping Lu， Huiying Gao，Jun Hu， Chunhuan Zhao, The Third Class Award of Science and Technology Advancement from Technology and Industry for National Defense, 2007

[2] Huiying Gao，Xiaojin Kou，Shan Lu. Best Paper Award, International Conference on Digital Health and Medical Analytics（DHA 2020），2020