姓 名 孟顺梅 性 别 女
出生年月 1989年1月 籍贯
民 族 汉族 政治面貌 党员
最后学历 博士研究生 最后学位 工学博士
技术职称 讲师 导师类别 硕士生导师
导师类型 校内 兼职导师 否
行政职务 Email mengshunmei@njust.edu.cn
工作单位 计算机科学与工程学院 邮政编码
通讯地址
单位电话
个人主页 http://cs.njust.edu.cn/27/f2/c1729a206834/page.htm


指导学科
学科专业(主) 0839|网络空间安全 招生类别 硕士 所在学院 计算机科学与工程学院
研究方向 云计算，推荐系统，资源调度，服务计算，隐私安全



工作经历
2016/06-至今，南京理工大学，计算机科学与工程学院，讲师


教育经历
2013/09-2016/06，南京大学，计算机科学与技术系，博士
2011/09-2013/06，南京大学，计算机科学与技术系，硕士
2007/09-2011/06，南京理工大学，计算机科学与技术学院，学士


科研项目
1. 国家青年自然科学基金项目，**，移动云环境下基于上下文信息的个性化推荐模型研究，2018/01-2020/12，主持
2. 中国博士后科学基金面上资助项目，2019M651835，面向稀疏数据的分布式混合协同推荐方法研究，2019/09-2021/08，主持
3. 国家重点实验开放课题（南京大学），KFKT2017B07，移动云环境下时空上下文感知的个性化推荐模型研究，2017/07-2019/06，主持
4. 南京理工大学自主科研专项计划项目， ，面向稀疏数据的分布式混合协同推荐方法研究，2019/09-2021/08，主持
5. 国家自然科学基金（国际交流合作项目），，面向数据感知服务组合的过程挖掘研究，2018/01-2020/12，参与


发表论文
Shunmei Meng, Weijia Huang, Xiaochun Yin, Mohammad R. Khosravi, Qianmu Li, Shaohua Wan, Lianyong Qi. Security-aware Dynamic Scheduling for Real-time Optimization in Cloud-based Industrial Applications. IEEE Transactions on Industrial Informatics (TII), 2020, DOI: 10.1109/TII.2020.** (中科院一区).
Shunmei Meng, Zijian Gao, Qianmu Li, Hao Wang, Hong-Ning Dai, Lianyong Qi. Security-Driven Hybrid Collaborative Recommendation Method for Cloud-based IoT Services (COSE). Computers & Security, 2020: 101950 (CCF B).
Shunmei Meng, Wanchun Dou, Xuyun Zhang, Jinjun Chen. KASR: A Keyword-Aware Service Recommendation Method on MapReduce for Big Data Applications. IEEE Transactions on Parallel and Distributed Systems (TPDS), 2014, 25(12): 3221-3231 (CCF A).
Shunmei Meng, Lianyong Qi, Qianmu Li, Wenmin Lin, Xiaolong Xu, Shaohua Wan. Privacy-preserving and Sparsity-aware Location-based Prediction Method for Collaborative Recommender Systems. Future Generation Computer Systems (FGCS), 2019, 96: 324-335 (中科院一区).
Shunmei Meng, Qianmu Li, Weijia Huang, Jing Zhang and Weimin Li. A Fault-Tolerant Dynamic Scheduling Method On Hierarchical Mobile Edge Cloud Computing. Computational Intelligence, 2019, 35(3): 577-598 (CCF C).
Shunmei Meng, Qianmu Li, Jing Zhang, Wenmin Lin and Wanchun Dou. Temporal-aware and sparsity-tolerant hybrid collaborative recommendation method with privacy preservation. Concurrency and Computation: Practice and Experience (CCPE), 2020, 32(2): e5447 (CCF C).
Shunmei Meng, Qianmu Li, Shiping Chen, Shui Yu, Lianyong Qi, Wenmin Lin, Xiaolong Xu, Wanchun Dou. Temporal-Sparsity aware Service Recommendation Method via Hybrid Collaborative Filtering Techniques. 2018 IEEE 16th International Conference on Service Oriented Computing (ICSOC), Zhejiang, China, Springer, Cham, 2018: 421-429 (CCF B).
Shunmei Meng, Song Wang, Taotao Wu, Duanchao Li, Taigui Huang, XiaoTong Wu, Xiaolong Xu, Wanchun Dou. An Uncertainty-aware Evolutionary Scheduling Method for Cloud Service Provisioning. 2016 IEEE 23rd International Conference on Web Services (ICWS), San Francisco, USA, 2016: 506-513 (CCF B).
Shunmei Meng, Zuojian Zhou, Taigui Huang, Duanchao Li, Song Wang, Fan Fei, Wenping Wang, Wanchun Dou. A Temporal-aware Hybrid Collaborative Recommendation Method for Cloud Service. 2016 IEEE 23rd International Conference on Web Services (ICWS), San Francisco, USA, 2016: 252-259 (CCF B).
HuiHui Wang, Shunmei Meng, Yiming Qiao, Jing Zhang. Fast Classification Algorithms via Distributed Accelerated Alternating Direction Method of Multipliers. 2019 IEEE International Conference on Data Mining (ICDM). IEEE, 2019: 1354-1359 (CCF B).
Jing Zhang, Huihui Wang, Shunmei Meng, Victor S. Sheng. Interactive Learning with Proactive Cognition Enhancement for Crowd Workers. Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20), 2020, 34(01): 540-547 (CCF A).
Shunmei Meng, Huihui Wang, Qianmu Li, Yun Luo, Wanchun Dou, and Shaohua Wan. Spatial-Temporal Aware Intelligent Service Recommendation Method Based on Distributed Tensor factorization for Big Data Applications. IEEE Access, 2018, 6: 59462-59474 (中科院二区).
Shunmei Meng, Xu Tao, Wanchun Dou. A Preference-Aware Service Recommendation Method on Map-Reduce. Proceedings of the 2013 IEEE 16th International Conference on Computational Science and Engineering, Sydney, Australia, 2013: 846-853.
Shunmei Meng, Zhenxing Liu, Wanchun Dou. A QoS-Aware Service Optimization Method Based on History Records and Clustering. 2012 IEEE International Conference on Cloud and Green Computing, Hunan, China, 2012: 89-96.
Lianyong Qi, Shunmei Meng, Xuyun Zhang, Ruili Wang, Xiaolong Xu, Zhili Zhou and Wanchun Dou. An Exception Handling Approach for Privacy-Preserving Service Recommendation Failure in a Cloud Environment. Sensors, 2018, 18(7): 2037.
Wanchun Dou, Xiaolong Xu, Shunmei Meng, Shui Yu. An Energy-Aware Virtual Machine Scheduling Method for Service QoS Enhancement in Clouds over Big Data. Concurrency and Computation: Practice and Experience, 2017, 29(14): e3909.


科研创新
授权专利：
窦万春，孟顺梅，基于Map-Reduce实现的兴趣感知的服务推荐方法，2013，中国，CN A.