陈晓 博士, 讲师
办公室：信息工程学院405室
教学情况：物联网技术导论、计算机专业英语
研究方向：实体解析、数据匹配、大数据计算、机器学习
教育工作经历：
(1)2021.09 至今，上海海事大学, 信息工程学院计算机系人工智能教研室, 讲师
(2)2014-07 至 2020-11, 德国马格德堡大学, 计算机科学, 博士
(3)2011-10 至 2014-03, 德国马格德堡大学, 计算机科学, 硕士
(4)2006-09 至 2010-07, 郑州大学, 计算机科学与技术, 学士
发表论文：
Xiao Chen, Nishanth Entoor Venkatarathnam, Kirity Rapuru, David Broneske, Gabriel Campero Durand, Roman Zoun, and Gunter Saake. Analysis and Comparison of Block-Splitting-Based Load Balancing Strategies for Parallel Entity Resolution. In International Conference on Information Integration and Web-based Applications & Services (iiWAS2020). ACM, November 2020.
Xiao Chen, Yinlong Xu, David Broneske, Gabriel Campero Durand, Roman Zoun, and Gunter Saake. “Heterogeneous Committee-Based Active Learning for Entity Resolution (HeALER)“. In Proceedings of the European Conference on Advances in Databases and Information Systems (ADBIS), pages 69–85, Springer, September 2019.
Xiao Chen, Gabriel Campero Durand, Roman Zoun, David Broneske, Yang Li, and Gunter Saake. “The Best of Both Worlds: Combining Hand-Tuned and Word-Embedding-Based Similarity Measures for Entity Resolution“. InProceedings of the Symposium on Database systems for Business, Technology and Web (BTW), pages 215–224, March 2019.
Xiao Chen, Kirity Rapuru, Gabriel Campero Durand, and Eike Schallehn. “Performance Comparison of Three Spark-Based Implementations of Parallel Entity Resolution“. InProceedings of the International Workshop on Big Data Management in Cloud Systems (DEXA-BDMICS), pages 76–87, Springer, September 2018.
Xiao Chen, Roman Zoun, Eike Schallehn, Sravani Mantha, Kirity Rapuru, and Gunter Saake. “Exploring Spark-SQL-Based Entity Resolution Using the Persistence Capability“. InProceedings of the International Conference: Beyond Databases, Architectures and Structures (BDAS), pages 3–17, Springer, September 2018.
Xiao Chen, Eike Schallehn, and Gunter Saake. “Cloud-Scale Entity Resolution: Current State and Open Challenges“. Open Journal of Big Data (OJBD), 4(1):30–51, April 2018.
Xiao Chen. “Crowdsourcing Entity Resolution: a Short Overview and Open Issues“. In Proceedings of the GI-Workshop Grundlagen von Datenbanken(GvDB), Gommern, Germany, pages 72–77, 2015.
Roman Zoun, Kay Schallert, David Broneske, Ivayla Trifonova, Xiao Chen, Robert Heyer, Dirk Benndorf, and Gunter Saake. An Investigation of Alternatives to Transform Protein Sequence Databases to a Columnar Index Schema. Algorithms, 2021.
Roman Zoun, Kay Schallert, David Broneske, Ivayla Trifonova, Xiao Chen, Robert Heyer, Dirk Benndorf, and Gunter Saake. Efficient Transformation of Protein Sequence Databases to Columnar Index Schema. In Proceedings of the International Workshop on Biological Knowledge Discovery and Data Mining (DEXA-BIOKDD), pages 67–72. IEEE, August 2019.