康國勝，博士，校聘副教授，碩士生導師，CCF服務計算專委會委員，2003网站太阳集团高層次人才計劃青年創新人才（"奮進學者”-2022年）。2020年1月博士畢業于複旦大學計算機軟件與理論專業。主要研究方向：服務計算、業務流程管理、數據挖掘、工業互聯網、人工智能、大數據。發表學術論文50餘篇，申請或授權發明專利8項，軟件著作權6項，獲學術會議最佳論文2項，獲評2003网站太阳集团"教學優良榜"教師（2023年），指導本科生獲大學生創新訓練項目7項、大學生科研創新計劃項目(SRIP)2項、湖南省研究生科研創新項目2項、2003网站太阳集团本科優秀畢業論文2項；指導本科生發表CCF列表論文6篇；指導研究生參與ChineseCSCW2021恒電杯大數據競賽獲二等獎、湖南省研究生人工智能創新大賽獲三等獎、湖南省研究生計算機創新大賽三等獎4項，更多信息詳見個人主頁：https://guoshengkang.github.io/

 

主持和參與的部分科研項目

[1] 面向用戶需求不确定場景的智能化服務推薦方法研究, 湖南省教育廳重點項目, 23A0359, 2023.12-2026.12, 主持

[2] 《多源耦合的主配網協同快速恢複關鍵技術研究》子課題——配電網故障智能恢複方法研究, 橫向, 2023.10-2024.10, 主持

[3] 異質服務網絡表征學習增強的智能服務推薦方法研究, 湖南省自然科學基金面上項目, 2022JJ30262, 2022.01-2024.12, 主持

[4] 異質服務網絡信息增強的服務推薦方法研究, 湖南省教育廳優秀青年項目, 20B244, 2020.10-2023.09, 主持

[5] 工業互聯網生産要素時空配置服務與供應鍊集成機制研發, 國家重點研發計劃課題, 2020YFB1707602, 2021.01-2023.10, 項目骨幹成員, 排名第二, 參與

 

近期發表的主要論文

[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, 康國勝*, 劉建勳, 文一憑, 曹步清, 王祯. 基于BPMN的業務流程建模元素擴展機制, 計算機集成制造系統, 2023, 網絡首發地址.

[14] 謝潤彬, 康國勝, 劉建勳*, 文一憑, 丁領航. 工業互聯網環境下位置感知的生産要素服務組合優化, 計算機集成制造系統, 2023, 網絡首發地址.

[15] 張文強, 康國勝*, 劉建勳, 文一憑, 丁領航. 工業互聯網環境下面向生産要素需求的服務推薦, 計算機集成制造系統, 2023, 網絡首發地址.

[16] 劉建勳, 丁領航, 康國勝*, 曹步清, 肖勇. 基于特征深度融合的Web服務QoS聯合預測, 通信學報, 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] 李興, 康國勝*, 劉建勳, 文一憑, 曹步清, 肖勇. 考慮策略優先級的業務流程協作與價值優化, 計算機集成制造系統, 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.

 

發明專利與軟著

[1] 康國勝, 梁博文, 聶雅梅, 肖勇. 一種融合文本表征和網絡表征的Web API推薦方法, 2024.01.05, 發明專利, 申請号: 202410022026X

[2] 康國勝, 劉建勳, 張文強. 一種工業互聯網環境下面向生産要素需求的服務推薦方法, 2022.09.21, 發明專利, 申請号: 202211151517.1

[3] 康國勝, 劉建勳, 謝潤彬. 一種面向服務組合的移動服務選擇優化方法, 2021.10.22, 發明專利, 申請号: 202111231786.4

[4] 康國勝, 劉建勳, 肖勇. 一種融合非結構化和結構化信息的Web服務分類方法, 2020.12.30, 發明專利, 申請号: 202011606131.6

[5] 康國勝, 丁領航, 劉建勳, 肖勇. 基于域交互的自注意力因子分解機的Web服務推薦方法, 2024.02.02, 發明專利, 專利号: ZL202310549885.X

[6] 康國勝, 劉建勳, 丁領航. 一種基于特征深度融合的Web服務多維QoS聯合預測方法, 2023.11.17, 發明專利, 專利号: ZL202210126027.X

[7] 康國勝, 任宏帥, 李文, 于港. Available: 基于微信小程序的雲去向系統, 2023.12.28, 計算機軟件著作權, 登記号: 2023SR1792249, 中華人民共和國國家版權局

[8] 康國勝, 李文, 劉子豪, 任宏帥. 面向RAPIDAPI網站的RESTful API爬蟲系統, 2023.12.20, 計算機軟件著作權, 登記号: 2023SR1696333, 中華人民共和國國家版權局

[9] 康國勝, 李興, 劉建勳, 文一憑. 工業互聯網環境下跨組織業務流程協作工具軟件, 2023.03.30, 計算機軟件著作權, 登記号: 2023SR0417972, 中華人民共和國國家版權局

[10] 康國勝, 程航宇, 劉建勳, 文一憑. BPMN++一種基于BPMN擴展的業務流程建模工具軟件, 2023.03.30, 計算機軟件著作權, 登記号: 2023SR0417971, 中華人民共和國國家版權局

[11] 康國勝, 梁博文, 肖勇, 程航宇. 面向ProgrammableWeb網站的Web服務爬蟲系統, 2022.07.28, 計算機軟件著作權, 登記号: 2022SR0974413, 中華人民共和國國家版權局

 

聯系方式

Email: guoshengkang@gmail.com

Tel: 18202105624

辦公室：逸夫樓408-3