康国胜，博士，校聘副教授，硕士生导师，CCF服务计算专委会委员，湖南科技大学高层次人才计划青年创新人才（"奋进学者”-2022年）。2020年1月博士毕业于复旦大学计算机软件与理论专业。主要研究方向：服务计算、业务流程管理、数据挖掘、工业互联网、人工智能、大数据。发表学术论文50余篇，申请或授权发明专利8项，软件著作权6项，获学术会议最佳论文2项，获评湖南科技大学"教学优良榜"教师（2023年），指导本科生获大学生创新训练项目7项、大学生科研创新计划项目(SRIP)2项、湖南省研究生科研创新项目2项、湖南科技大学本科优秀毕业论文2项；指导本科生发表CCF列表论文6篇；指导研究生参与ChineseCSCW2021恒电杯大数据竞赛获二等奖、湖南省研究生人工智能创新大赛获三等奖、湖南省研究生计算机创新大赛三等奖4项，更多信息详见个人主页：https://guoshengkang.github.io/

 

主持和参与的部分科研项目

[1] 面向用户需求不确定场景的智能化服务推荐方法研究, 湖南省教育厅重点项目, 23A0359, 2023.12-2026.12, 主持

[2] 《多源耦合的主配网协同快速恢复关键技术研究》子课题——配电网故障智能恢复方法研究, 横向, 2023.10-2024.10, 主持

[3] 异质服务网络表征学习增强的智能服务推荐方法研究, 湖南省自然科学基金面上项目, 2022JJ30262, 2022.01-2024.12, 主持

[4] 异质服务网络信息增强的服务推荐方法研究, 湖南省教育厅优秀青年项目, 20B244, 2020.10-2023.09, 主持

[5] 工业互联网生产要素时空配置服务与供应链集成机制研发, 国家重点研发计划课题, 2020YFB1707602, 2021.01-2023.10, 项目骨干成员, 排名第二, 参与

 

近期发表的主要论文

[1] Guosheng Kang, Hangyu Cheng*, Jianxun Liu*, Yiping Wen, Buqing Cao, Jun Peng. Business Process Modeling for Industrial Internet Application via BPMN Extension. IEEE Transactions on Automation Science and Engineering, Accepted, 2024. DOI: 10.1109/TASE.2024.3354929

[2] Guosheng Kang, Bowen Liang, Linghang Ding*, Jianxun Liu, Buqing Cao, Yun Kang. QoS-Aware Web Service Recommendation via Exploring Users' Personalized Diversity Preferences. Engineering Reports, Vol. 6, No. 1, pp. 1-16, 2024.

[3] Weike Zhou, Xiaokang Zhou, Jing He, Yamei Nie, Qiqi Chen, Guosheng Kang*. Online Course Recommendation by Exploring User Interaction and Course Description. International Conference on Computer Supported Cooperative Work in Design. IEEE Computer Society, 2024.

[4] Lihong Zhang, Jing He, Yamei Nie, Xiaokang Zhou, Qiqi Chen, Guosheng Kang*. JMF-SS: Joint Matrix Factorization for Web API Recommendation with Mashup-Mashup Similarities and API-API Similarities. International Conference on Computer Supported Cooperative Work in Design. IEEE Computer Society, 2024.

[5] Wanjun Chen, QiqiChen, Jiexun Shen, Guosheng Kang*, Jianxun Liu, Bowen Liang, Lihong Zhang. Interactive Web API Recommendation via Exploring Mashup-API Interactions and Functional Description Documents. International Conference on Computer Supported Cooperative Work in Design. IEEE Computer Society, 2024.

[6] Guosheng Kang, Linghang Ding, Jianxun Liu*, Buqing Cao, and Yu Xu. Web API Recommendation based on Self-Attentional Neural Factorization Machines with Domain Interactions. IEEE Transactions on Network Science and Engineering, Vol. 10, No. 6, pp. 3953 - 3963, 2023.

[7] Guosheng Kang, Bowen Liang, Junhua Xu*, Jianxun Liu, Yiping Wen, Yun Kang. QoS-Centric Diversified Web Service Recommendation Based on Personalized Determinantal Point Process. Electronics, Vol.12, No. 12, pp. 2575-2592, 2023.

[8] Jianxun Liu, Runbin Xie, Guosheng Kang*, Yiping Wen. Spatial-Temporal Aware Service Composition for Production Factors under Industrial Internet. Concurrency and Computation: Practice and Experience, Vol. 35, No. 12, pp. 1-16, 2023.

[9] Jiayan Xiang, Guosheng Kang*, Hangyu Cheng, Jianxun Liu, Yiping Wen, Junhua Xu. Scalable and Optimal QoS-Aware Manufacturing Service Composition via Business Process Decomposition. Electronics, Vol. 12, No. 4, pp. 991-1008, 2023.

[10] Yang Wang, Zhenzhen Yuan, Guosheng Kang*, Jianxun Liu, Buqing Cao, Yong Xiao. Graph-based Multi-view Clustering for Web services. International Symposium on Parallel and Distributed Processing with Applications. IEEE Computer Society, 2023.

[11] Yang Wang, Jiayan Xiang, Hangyu Cheng, Wanjun Chen, Yong Xiao, Guosheng Kang*. Towards Dynamic Evolutionary Analysis of ProgrammableWeb for API-Mashup Ecosystem. International Conference on Computer Supported Cooperative Work in Design. IEEE Computer Society, pp. 1716-1721, 2023.

[12] Jiayan Xiang, Wanjun Chen, Yang Wang, Bowen Liang, Zihao Liu, Guosheng Kang*. Interactive Web API Recommendation for Mashup Development based on Light Neural Graph Collaborative Filtering. International Conference on Computer Supported Cooperative Work in Design. IEEE Computer Society, pp. 1926-1931, 2023.

[13] 程航宇, 康国胜*, 刘建勋, 文一凭, 曹步清, 王祯. 基于BPMN的业务流程建模元素扩展机制, 计算机集成制造系统, 2023, 网络首发地址.

[14] 谢润彬, 康国胜, 刘建勋*, 文一凭, 丁领航. 工业互联网环境下位置感知的生产要素服务组合优化, 计算机集成制造系统, 2023, 网络首发地址.

[15] 张文强, 康国胜*, 刘建勋, 文一凭, 丁领航. 工业互联网环境下面向生产要素需求的服务推荐, 计算机集成制造系统, 2023, 网络首发地址.

[16] 刘建勋, 丁领航, 康国胜*, 曹步清, 肖勇. 基于特征深度融合的Web服务QoS联合预测, 通信学报, Vol. 43, No. 7, pp. 215-226, 2022.

[17] Guosheng Kang, Jianxun Liu*, Yong Xiao, Yingcheng Cao, Buqing Cao, and Min Shi. Web Services Clustering via Exploring Unified Content and Structural Semantic Representation. IEEE Transactions on Network and Service Management, Vol. 19, No. 4, pp. 4082 - 4096, 2022.

[18] 李兴, 康国胜*, 刘建勋, 文一凭, 曹步清, 肖勇. 考虑策略优先级的业务流程协作与价值优化, 计算机集成制造系统, Vol. 28, No. 10, pp. 3276-3283, 2022.

[19] Bowen Liang, Guosheng Kang*, Jianxun Liu, Buqing Cao, Jiayan Xiang. Attentional Neural Factorization Machine for Web Services Classification via Exploring Content and Structural Semantics. International Joint Conference on Neural Networks. IEEE Computer Society, 2022.

[20] Hangyu Cheng, Guosheng Kang*, Jianxun Liu, Yiping Wen, Buqing Cao, Bowen Liang. Task-role Performance Evaluation via Business Process Monitoring with BPMN Extension. International Conference on Service Science. IEEE Computer Society, pp. 181-187, 2022.

[21] Hangyu Cheng, Guosheng Kang*, Jianxun Liu, Yiping Wen, Buqing Cao, Zhen Wang. BPMN++: Comprehensive Business Process Modeling for Industrial Internet Application. International Symposium on Parallel and Distributed Processing with Applications. IEEE Computer Society, pp. 548-555, 2022.

[22] Guosheng Kang*. Configurable Artefact-centric Business Process Modelling with Proclets. International Journal of Business Process Integration and Management, Vol. 10, No. 3, pp. 201-212, 2021.

[23] Yong Xiao, Jianxun Liu*, Guosheng Kang, Buqing Cao. LDNM: A General Web Service Classification Framework via Deep Fusion of Structured and Unstructured Features. IEEE Transactions on Network and Service Management, Vol. 18, No. 3, pp. 3858-3872, 2021.

[24] Guosheng Kang, Jianxun Liu*, Yong Xiao, Buqing Cao, Yu Xu, Manliang Cao. Neural and Attentional Factorization Machine based Web API Recommendation for Mashup Development. IEEE Transactions on Network and Service Management, Vol. 18, No. 4, pp. 4183-4196, 2021.

[25] Guosheng Kang, Liqin Yang, Liang Zhang, Jianxun Liu*, Yiping Wen. Organization-Driven Business Process Configurable Modeling for Spatial Variability. China Communications, Vol. 18, No. 11, PP. 229-242, 2021.

[26] Guosheng Kang, Yong Xiao, Jianxun Liu*, Yingcheng Cao, Buqing Cao, Xiangping Zhang, Linghang Ding. Tatt-BiLSTM: Web Service Classification with Topical Attention based BiLSTM. Concurrency and Computation: Practice and Experience, Vol. 33, No. 16, pp. 1-13, 2021.

[27] Runbin Xie, Jianxun Liu*, Guosheng Kang, Buqing Cao, Yiping Wen, Jiayan Xiang. A Hybrid TLBO-TS Algorithm based Mobile Service Selection for Composite Services. International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP 2021). Springer, pp. 237-256, 2021.

[28] Linghang Ding, Guosheng Kang, Jianxun Liu*, Yong Xiao, Buqing Cao. QoS Prediction for Web Services via Combining Multi-component Graph Convolutional Collaborative Filtering and Deep Factorization Machine. IEEE International Conference on Web Services. IEEE Computer Society, pp. 551-559, 2021.

[29] Yong Xiao, Guosheng Kang, Jianxun Liu*, Buqing Cao, Linghang Ding. WSGCN4SLP: Weighted Signed Graph Convolutional Network for Service Link Prediction. IEEE International Conference on Web Services. IEEE Computer Society, pp. 135-144, 2021.

[30] Liqin Yang, Guosheng Kang, Liang Zhang*. Medical Treatment Process Modeling Based on Process Mining and Treatment Patterns. China Communications, Vol. 18, No. 12, PP. 332-349, 2021. (Best Student Paper Award in CCF NCSC 2020)

[31] Guosheng Kang, Liqin Yang, Liang Zhang*. Towards Configurable Modelling for Artifact-centric Business Processes. Concurrency and Computation: Practice and Experience, Vol. 32, No. 2, pp. 1-13, 2020.

[32] Yong Xiao, Jianxun Liu*, Guosheng Kang, Rong Hu, Buqing Cao, Yingcheng Cao, Shi Min. Structure Reinforcing and Attribute Weakening Network Based API Recommendation Approach for Mashup Creation. IEEE International Conference on Web Services. IEEE Computer Society, pp. 541-548, 2020.

[33] Guosheng Kang, Jianxun Liu*, Buqing Cao, Manliang Cao. NAFM: Neural and Attentional Factorization Machine for Web API Recommendation. IEEE International Conference on Web Services. IEEE Computer Society, pp. 330-337, 2020.

[34] Guosheng Kang, Jianxun Liu*, Buqing Cao, Yong Xiao. Diversified QoS-Centric Service Recommendation for Uncertain QoS Preferences. IEEE International Conference on Services Computing. IEEE Computer Society, pp. 288-295, 2020.

 

发明专利与软著

[1] 康国胜, 梁博文, 聂雅梅, 肖勇. 一种融合文本表征和网络表征的Web API推荐方法, 2024.01.05, 发明专利, 申请号: 202410022026X

[2] 康国胜, 刘建勋, 张文强. 一种工业互联网环境下面向生产要素需求的服务推荐方法, 2022.09.21, 发明专利, 申请号: 202211151517.1

[3] 康国胜, 刘建勋, 谢润彬. 一种面向服务组合的移动服务选择优化方法, 2021.10.22, 发明专利, 申请号: 202111231786.4

[4] 康国胜, 刘建勋, 肖勇. 一种融合非结构化和结构化信息的Web服务分类方法, 2020.12.30, 发明专利, 申请号: 202011606131.6

[5] 康国胜, 丁领航, 刘建勋, 肖勇. 基于域交互的自注意力因子分解机的Web服务推荐方法, 2024.02.02, 发明专利, 专利号: ZL202310549885.X

[6] 康国胜, 刘建勋, 丁领航. 一种基于特征深度融合的Web服务多维QoS联合预测方法, 2023.11.17, 发明专利, 专利号: ZL202210126027.X

[7] 康国胜, 任宏帅, 李文, 于港. Available: 基于微信小程序的云去向系统, 2023.12.28, 计算机软件著作权, 登记号: 2023SR1792249, 中华人民共和国国家版权局

[8] 康国胜, 李文, 刘子豪, 任宏帅. 面向RAPIDAPI网站的RESTful API爬虫系统, 2023.12.20, 计算机软件著作权, 登记号: 2023SR1696333, 中华人民共和国国家版权局

[9] 康国胜, 李兴, 刘建勋, 文一凭. 工业互联网环境下跨组织业务流程协作工具软件, 2023.03.30, 计算机软件著作权, 登记号: 2023SR0417972, 中华人民共和国国家版权局

[10] 康国胜, 程航宇, 刘建勋, 文一凭. BPMN++一种基于BPMN扩展的业务流程建模工具软件, 2023.03.30, 计算机软件著作权, 登记号: 2023SR0417971, 中华人民共和国国家版权局

[11] 康国胜, 梁博文, 肖勇, 程航宇. 面向ProgrammableWeb网站的Web服务爬虫系统, 2022.07.28, 计算机软件著作权, 登记号: 2022SR0974413, 中华人民共和国国家版权局

 

联系方式

Email: guoshengkang@gmail.com

Tel: 18202105624

办公室：逸夫楼408-3