孟順梅，女，1989年01月出生，博士，現任南京理工大學計算機科學與工程學院講師。
基本介紹
- 中文名：孟順梅
- 學位/學歷：博士
- 職業：教師
- 任職院校：南京理工大學
個人經歷,主講課程,學術成果,
個人經歷
工作經歷
2016/06-2021/08，南京理工大學，計算機科學與工程學院，講師
2021/09-至今，南京理工大學，計算機科學與工程學院，副教授
教育經歷
2013/09-2016/06，南京大學，計算機科學與技術系，博士
2011/09-2013/06，南京大學，計算機科學與技術系，碩士
2007/09-2011/06，南京理工大學，計算機科學與技術學院，學士
主講課程
教授本科生必修課程【軟體工程與方法學】，【面向對象建模技術[英]】，博士生必須課程【計算理論與計算智慧型】
學術成果
科研項目
1. 國家青年自然科學基金項目，61702264，移動雲環境下基於上下文信息的個性化推薦模型研究，2018/01-2020/12，主持
2. 中國博士後科學基金面上資助項目，面向稀疏數據的分散式混合協同推薦方法研究，2019/09-2021/08，主持
3. 國家重點實驗開放課題（南京大學），KFKT2017B07，移動雲環境下時空上下文感知的個性化推薦模型研究，2017/07-2019/06，主持
4. 南京理工大學自主科研專項計畫項目， 30919011282，面向稀疏數據的分散式混合協同推薦方法研究，2019/09-2021/08，主持
5. 國家自然科學基金（國際交流合作項目），6171101195，面向數據感知服務組合的過程挖掘研究，2018/01-2020/12，參與
發表論文
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, 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, 2019, 96: 324-335.
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.
Shunmei Meng, Qianmu Li, Jing Zhang, Wenmin Lin and Wanchun Dou. Temporal-aware and sparsity-tolerant hybrid collaborative recommendation method with privacy preservation[J]. Concurrency and Computation: Practice and Experience, e5447.
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.
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, 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, 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, San Francisco, USA, 2016: 252-259 (CCF B).
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.
科研創新（發明專利、軟體著作權等）
竇萬春，孟順梅，基於Map-Reduce實現的興趣感知的服務推薦方法，2013，中國，CN 103455613 A.
