董海(澳大利亞皇家墨爾本理工大學高級講師)

董海(澳大利亞皇家墨爾本理工大學高級講師)

本詞條是多義詞，共19個義項
更多義項 ▼ 收起列表 ▲

董海博士是澳大利亞皇家墨爾本理工大學（RMIT University）計算技術學院（School of Computing Technologies）的高級講師（相當於北美大學體系的副教授）。他是學院智慧型感知與服務研究領域的負責人，CloudTech-RMIT綠色加密貨幣聯合研究實驗室（GreenCryptoLab）的副主任及聯合創始人，以及皇家墨爾本理工大學網路安全研究與創新中心（CCSRI）的成員。他發表了一部專著和120多篇（包括70多篇CORE-A*/A/SJR前10%）國際期刊和會議的研究文章，包括CACM、CSUR、JCSS、TIE、TII、TMC、TSC、TSE、ASE、ICSOC、ICWS等。他作為首席研究員從政府（包括澳大利亞研究理事會（ARC）、CRC、CRC-P和卡達國家科研基金（QNRF））和企業（包括澳新銀行、CloudTech和Telstra）獲得了500多萬澳元的研究資助。他主持IEEE計算智慧型學會深度邊緣智慧型任務組。他還擔任期刊CIM和IEEE Access的編輯/客座編輯。他參與組織/計畫了80多個國際會議，包括CIKM、ICDM、ICSOC、ICWS等。他受邀為50多個國際期刊進行審稿，如CSUR、TKDE、TOIT、TSC等。他的主要研究興趣包括：面向服務計算、邊緣智慧型、區塊鏈、人工智慧安全、網路安全、數據科學等。他是IEEE的高級會員和ACM的會員。

基本介紹

  • 中文名：董海
  • 外文名：Hai Dong
  • 畢業院校：Curtin University
  • 職業：大學教師
人物經歷,研究方向,所獲榮譽,社會任職,新聞報導,學術著作,學術專著,期刊論文,會議論文,

人物經歷

他在中國東北大學獲得管理學學士學位，在澳大利亞科廷大學（Curtin University）獲得計算機博士學位，並在澳大利亞斯威本科技大學（Swinburne University）獲得高等教育學的研究生學位。他曾在科廷大學擔任科廷研究員（Curtin Research Fellow），之後在墨爾本皇家理工大學陸續擔任副校長研究員（Vice-Chancellor's Research Fellow）、講師、和高級講師。

研究方向

面向服務計算、邊緣智慧型、區塊鏈、人工智慧安全、網路安全、數據科學

所獲榮譽

2023年皇家墨爾本理工大學研究參與與影響獎
The 14th International Conference on Service Oriented Computing (ICSOC 2016) 最佳論文獎

社會任職

2022-，主席，IEEE計算智慧型學會（CIS）深度邊緣智慧型任務組（Deep Edge Intelligence Task Force）
2022-，秘書長，綠色比特幣基金會（Green Bitcoin Foundation）
2024，宣傳主席，The 24th IEEE International Conference on Data Mining (ICDM 2024)
2021，演示主席，The 19th International Conference on Service Oriented Computing (ICSOC 2021)
2020，宣傳主席，The 18th International Conference on Service Oriented Computing (ICSOC 2020)
2016，網路主席，The 14th International Conference on Service Oriented Computing (ICSOC 2016)

新聞報導

  1. 2023-08-31，SBS中文，“步子邁得再大些”：專家呼籲澳洲政府大力引進人才 參與全球科技競爭
  2. 2022-11-16，StockHead, ‘Bitcoin uses more energy than Argentina’: Aussie firm CloudTech and RMIT uni work on green PoW crypto solution
  3. 2022-08-06, The Saturday Paper, The enormous environmental cost of crypto mining
  4. 2022-05-09, Yahoo!Finance, CloudTech-RMIT Green Crypto Lab Launched for Advancing the Technologies Around Green Cryptocurrency

學術著作

學術專著

  1. Mistry, S., Bouguettaya, A., Dong, H.: Economic Models for Managing Cloud Services. Springer. (February 2018)

期刊論文

  1. Rehman, Z., Gondal, I., Ge, M., Dong, H., Gregory, M., Tari, Z.: Proactive Defense Mechanism: Enhancing IoT Security through Diversity-Based Moving Target Defense and Cyber Deception. Computers & Security. 139 (April 2024) 103685
  2. Jin, H., Zhang, P., Dong, H., Wei, X., Zhu, Y., Gu, T.: Mobility-Aware and Privacy-Protecting QoS Optimization in Mobile Edge Networks. IEEE Transactions on Mobile Computing. 23(2) (February 2024) pp.1169-1185
  3. Zhang, P., Yu, Q., Xiao, Y., Dong, H., Luo, X., Wang, X., Zhang M.: BiAn: Smart Contract Source Code Obfuscation. IEEE Transactions on Software Engineering. 49(9) (September 2023) pp.4456-4476
  4. Abeysekara, P., Dong, H., Qin, A. K.: Edge Intelligence for Real-Time IoT Service Trust Prediction. IEEE Transactions on Services Computing. 16(4) (July 2023) pp.2606-2619
  5. Cai, H., Zhang, P., Dong, H., Grunske, L., Ji, S., Yuan, T.: Adversarial Example-Based Test Case Generation for Black-Box Speech Recognition Systems. Software Testing, Verification & Reliability. 33(5) (July 2023) e1848
  6. Chu, H., Zhang, P., Dong, H., Xiao, Y., Ji, S., Li, W.: A Survey on Smart Contract Vulnerabilities: Data Sources, Detection and Repair. Information and Software Technology. 159 (July 2023) 107221
  7. Ji, S., Zhu, S., Zhang, P., Dong, H., Yang, J.: Test Case Generation for Data Flow Testing of Smart Contracts Based on Improved Genetic Algorithm. IEEE Transactions on Reliability. 72(1) (March 2023) pp.358-371
  8. Jin, H., Zhang, P., Dong, H., Zhu, Y., Bouguettaya, A.: Privacy-Aware Forecasting of Quality of Service in Mobile Edge Computing. IEEE Transactions on Services Computing. 16(1) (February 2023) pp.478-492
  9. Abeysekara, P., Dong, H., Qin, A. K.: Data-Driven Trust Prediction in Mobile Edge Computing-Based IoT Systems. IEEE Transactions on Services Computing. 16(1) (February 2023) pp.246-260
  10. Zhang, P., Ren, B., Dong, H., Dai, Q.: CAGFuzz: Coverage-Guided Adversarial Generative Fuzzing Testing for Image-based Deep Learning Systems. IEEE Transactions on Software Engineering. 48(11) (November 2022) pp. 4630-4646
  11. Alharbi, A., Dong, H., Yi, X., Tari, Z., Khalil, I.: Social Media Identity Deception Detection: A Survey. ACM Computing Surveys. 54(3) (April 2022), Article 69: pp.1-35
  12. Zhang, P., Jin, H., Dong, H., Song, W., Bouguettaya, A.: Privacy-Preserving QoS forecasting in Mobile Edge Environments. IEEE Transactions on Services Computing. 15(2) (April 2022) pp.1103-1117
  13. Aamir, T., Dong, H., Bouguettaya, A.: Social-Sensor Composition for Tapestry Scenes. IEEE Transactions on Services Computing. 5(2) (April 2022) pp.1059-1073
  14. Zhang, P., Jin, H., Dong, H., Song, W.: M-BSRM: Multivariate BayeSian Runtime QoS Monitoring using Point Mutual Information. IEEE Transactions on Services Computing. 15(1) (February 2022) pp.484-497
  15. Zhang, P., Wang, L., Dong, H., Song, W.: LA-LMRBF: Online and Long-Term Web Service QoS Forecasting. IEEE Transactions on Services Computing. 14(6) (November 2021) pp.1809-1823
  16. Zhang, P., Zhang, Y., Dong, H., Jin, H.: Mobility and Dependence-Aware QoS Monitoring in Mobile Edge Computing. IEEE Transactions on Cloud Computing. 9(3) (September 2021) pp.1143-1157
  17. Sun, L., Dong, H., Hussain, O., Hussain F., Liu, A.X.: A Framework of Cloud Service Selection with Criteria Interactions. Future Generation Computer Systems. 94 (May 2019) pp.749-764
  18. Mistry, S., Bouguettaya, A., Dong, H., Qin, A.K.: Metaheuristic Optimization for Long-Term IaaS Service Composition. IEEE Transactions on Services Computing. 11(1) (January/February 2018) pp.131-143
  19. Bouguettaya, A., Singh, M., Huhns, M., Sheng, Q. Z., Dong, H., Yu, Q., Neiat, A. G., Mistry, S., Benatallah, B., Medjahed, B., Ouzzani, M., Casati, F., Liu, X., Wang, H., Georgakopoulos, D., Chen, L., Nepal, S., Malik, Z., Erradi, A., Wang, Y., Blake, B., Dustdar, S., Leymann, F., Papazoglou, M.: A Service Computing Manifesto: The Next Ten Years. Communications of the ACM 60(4) (April 2017) pp. 64-72
  20. Ye, Z., Mistry, S., Bouguettaya, A., Dong, H.: Long-Term QoS-Aware Cloud Service Composition using Multivariate Time Series Analysis. IEEE Transactions on Services Computing 9(3) (May/June 2016) pp. 382-393
  21. Sun, L., Ma, J., Zhang, Y., Dong, H., Hussain, F.K.: Cloud-FuSeR: Fuzzy Ontology and MCDM Based Cloud Service Selection. Future Generation Computer Systems 57(April 2016) pp. 42-55
  22. Dong, H., Hussain, F.K.: Self-Adaptive Semantic Focused Crawler for Mining Services Information Discovery. IEEE Transactions on Industrial Informatics 10(2) (May 2014) pp. 1616-1626
  23. Sun, L., Dong, H., Hussain, F.K., Hussain, O.K., Chang, E.: Cloud Service Selection: State-of-the-Art and Future Research Directions. Journal of Network and Computer Applications 45 (October 2014) pp. 134-150
  24. Dong, H., Hussain, F.K., Chang, E.: Semantic Web Service Matchmakers: State of the Art and Challenges. Concurrency and Computation: Practice and Experience 25(7) (May 2013) pp. 961-988
  25. Dong, H., Hussain, F.K.: Semantic Service Matchmaking for Digital Health Ecosystems. Knowledge-Based Systems 24(6) (August 2011) pp. 761-774
  26. Dong, H., Hussain, F.K., Chang, E.: A Framework for Discovering and Classifying Ubiquitous Services in Digital Health Ecosystems. Journal of Computer and System Sciences 77(4) (July 2011) pp. 687-704
  27. Dong, H., Hussain, F.K.: Focused Crawling for Automatic Service Discovery, Annotation and Classification in Industrial Digital Ecosystems. IEEE Transactions on Industrial Electronics 58(6) (June 2011) pp. 2106-2116
  28. Dong, H., Hussain, F.K., Chang, E.: A Service Search Engine for the Industrial Digital Ecosystems. IEEE Transactions on Industrial Electronics 58(6) (June 2011) pp. 2183-2196
  29. Dong, H., Hussain, F.K., Chang, E.: A Human-Centered Semantic Service Platform for the Digital Ecosystems Environment. World Wide Web 13(1-2) (March 2010) pp. 75-103

會議論文

  1. Xiao, M., Xiao, Y., Dong, H., Ji, S., Zhang, P.: LEAP: Efficient and Automated Test Method for NLP Software. The 38th IEEE/ACM International Conference on Automated Software Engineering (ASE2023) (September 2023)
  2. Ji, S., Huang, C., Zhang, P., Dong, H.: Ponzi Scheme Detection Based on Control Flow Graph Feature Extraction. The 2023 IEEE International Conference on Web Services (IEEE ICWS 2023) (July 2023)
  3. Bai, J., Dong, H.: Federated Learning-driven Trust Prediction for Mobile Edge Computing-Based IoT Systems. The 2023 IEEE International Conference on Web Services (IEEE ICWS 2023) (July 2023)
  4. Wei, T., Zhang, P., Dong, H., Jin, H., Bouguettaya, A.: Mobility-Aware Proactive QoS Monitoring for Mobile Edge Computing. The 20th International Conference on Service Oriented Computing (ICSOC 2022) (November 2022)
  5. Alharbi, A., Dong, H., Yi, X., Abeysekara, P.: Privacy-Aware Identity Cloning Detection Based on Deep Forest. The 19th International Conference on Service Oriented Computing (ICSOC 2021) (November 2021)
  6. Zhang, X., Huang, S., Dong, H., Bao, Z.: Edge Node Placement with Minimum Costs: When User Tolerance on Service Delay Matters. The 19th International Conference on Service Oriented Computing (ICSOC 2021) (November 2021)
  7. Zhang, M., Liu, J., Zhang, W., Deng, K., Dong, H., Liu, Y.: CSSR: A Context-Aware Sequential Software Service Recommendation Model. The 19th International Conference on Service Oriented Computing (ICSOC 2021) (November 2021)
  8. Alharbi, A., Dong, H., Yi, X., Abeysekara, P.: NPS-AntiClone: Identity Cloning Detection Based on Non-Privacy-Sensitive User Profile Data. The 2021 IEEE International Conference on Web Services (IEEE ICWS 2021) (September 2021)
  9. Huang, B., Dong, H., Bouguettaya, A.: Conflict Detection in IoT-Based Smart Homes. The 2021 IEEE International Conference on Web Services (IEEE ICWS 2021) (September 2021)
  10. Zhang, M., Zhao, J., Dong, H., Deng, K., Liu, Y.: A Knowledge Graph Based Approach for Mobile Application Recommendation. The 18th International Conference on Service Oriented Computing (ICSOC 2020) (December 2020)
  11. Zhang, P., Zhang, Y., Dong, H. Jin, H.: Multivariate QoS Monitoring in Mobile Edge Computing based on Bayesian Classifier and Rough Set. The 2020 IEEE International Conference on Web Services (IEEE ICWS 2020) (October 2020)
  12. Jin, H., Zhang, P., Dong, H.: Security-Aware QoS Forecasting in Mobile Edge Computing Based on Federated Learning. The 2020 IEEE International Conference on Web Services (IEEE ICWS 2020) (October 2020)
  13. Abeysekara, P., Dong, H., Qin, A. K.: Machine Learning-Driven Trust Prediction for MEC-Based IoT services. The 2019 IEEE International Conference on Web Services (IEEE ICWS 2019) (July 2019)
  14. Aamir, T., Dong, H., Bouguettaya, A.: Social-Sensor Composition for Scene Analysis. The 16th International Conference on Service Oriented Computing (ICSOC 2018) (November 2018)
  15. Aamir, T., Dong, H., Bouguettaya, A.: Trust in Social-Sensor Cloud Service. The 2018 IEEE International Conference on Web Services (IEEE ICWS 2018) (June 2018)
  16. Aamir, T., Bouguettaya, A., Dong, H., Mistry, S., Erradi, A.: Social-Sensor Cloud Service for Scene Reconstruction. The 15th International Conference on Service Oriented Computing (ICSOC 2017) (November 2017) pp.37-52
  17. Mistry, S., Bouguettay, A., Dong, H., Erradi, A.: Probabilistic Qualitative Preference Matching in Long-Term IaaS Composition. The 15th International Conference on Service Oriented Computing (ICSOC 2017) (November 2017)
  18. Aamir, T., Bouguettaya, A., Dong, H.: Social-Sensor Cloud Service Selection. The 24th IEEE International Conference on Web Services (IEEE ICWS 2017) (June 2017)
  19. Jayaratna, S., Bouguettaya, A., Dong, H., Qin, A. K., Erradi, A.: Subjective Evaluation of Market-Driven Cloud Services. The 24th IEEE International Conference on Web Services (IEEE ICWS 2017) (June 2017)
  20. Ali, K., Dong, H., Bouguettaya, A.: Sentiment Analysis as a Service: A Social Media Based Sentiment Analysis Framework. The 24th IEEE International Conference on Web Services (IEEE ICWS 2017) (June 2017)
  21. Mistry, S., Bouguettay, A., Dong, H., Erradi, A.: Qualitative Economic Model for Long-Term IaaS Composition. The 14th International Conference on Service Oriented Computing (ICSOC 2016) (October 2016)
  22. Liang, T., Chen, L., Wu, J., Dong, H., Bouguettaya, A.: Meta-Path Based Service Recommendation in Heterogeneous Information Networks. The 14th International Conference on Service Oriented Computing (ICSOC 2016) (October 2016)
  23. Huang, B., Bouguettay, A., Dong, H., Chen, L.: Service Mining for Internet of Things. The 14th International Conference on Service Oriented Computing (ICSOC 2016) (October 2016)
  24. Gao, W., Chen, L., Wu, J., Dong, H., Bouguettaya, A.: Personalized API Recommendation via Implicit Preference Modelling. The 14th International Conference on Service Oriented Computing (ICSOC 2016) (October 2016)
  25. Mistry, S., Bouguettaya, A., Dong, H., Qin, A. K.: Optimizing Long-Term IaaS Service Composition. The 13th International Conference on Service Oriented Computing (ICSOC 2015) (November 2015)
  26. istry, S., Bouguettaya, A., Dong, H., Qin, A. K.: Predicting Dynamic Behavior of Consumer Requests in Long-Term IaaS Service Composition. The 22nd IEEE International Conference on Web Services (IEEE ICWS 2015) (June 2015)
  27. Chang, C., Loke, S., Dong, H., Salim, F., Srirama, S., Liyanage, M.: An Energy-Efficient Inter-Organizational Wireless Sensor Data Collection Framework. The 22nd IEEE International Conference on Web Services (IEEE ICWS 2015) (June 2015)
  28. Neiat, A.G., Bouguettaya, A., Sellis, T., Dong, H.: Failure-Proof Spatio-Temporal Composition of Sensor-Cloud Services. The 12th International Conference on Service Oriented Computing (ICSOC 2014) (November 2014)
  29. Sun, L., Dong, H., Hussain, F.K., Hussain, O.K., Ma, J., Zhang, Y.: A Hybrid Fuzzy Framework for Cloud Service Selection. The 21st IEEE International Conference on Web Services (IEEE ICWS 2014) (June 2014)
  30. Dong, H., Hussain, F.K., Chang, E.: Ontology-Learning-Based Focused Crawling for Online Service Advertising Information Discovery and Classification. The 10th International Conference on Service Oriented Computing (ICSOC 2012) (November 2012)

相關詞條

熱門詞條

聯絡我們