方秀(讲师)


Xiu Fang(方秀,澳大利亚籍)


【个人简介】

博士,计算机信息技术系讲师,硕士生导师。博士获全额奖学金就读于澳大利亚The University of Adelaide(阿德莱德大学)和Macquarie University(麦考瑞大学),2018年毕业于麦考瑞大学,获工学博士学位。本科及硕士毕业于华中科技大学。目前已发表十余篇国际学术会议或期刊论文,包括计算机学会(CCF)推荐列表A类国际会议WWWSIGMODB类国际会议CIKMC类国际会议ERWISESCI期刊World Wide Web JournalACM Transactions on Intelligent Systems and Technology等。

诚邀各位准研究生、本科生(大三及以上)加入实验室参与研究课题,有意者请邮箱联系:xiu.fang@dhu.edu.cn

【研究方向】

大数据分析, 网络挖掘, 数据集成, 知识库, 物联网等。

【近期主持或参与的科研项目】

1. 中央高校自由探索项目,基于可信度评估和真值发现的大数据融合关键技术研究,2021.01-2023.12,在研,主持。

2. 东华大学青年教师启动项目, 针对互联网信息除杂的真值发现关键技术研究, 2021.01-2021.12,在研,主持。

3. 澳大利亚研究基金委ARC Discovery ProjectWhat Can You Trust in the Large and Noisy Web? 2020.01-2022.12,在研,参与。

4. 澳大利亚研究基金委ARC Discovery ProjectReputation-based Trust Management in Crowdsourcing Environments2018.01-2020.12,已结题,参与。

【讲授课程】

1. 全英文研究生课程:《Introduction to Data Mining

2. 本科生课程:《Python语言程序设计》

【主要论文研究成果】

期刊

1.Xiu Susie Fang, Quan Z. Sheng, Xianzhi Wang, Wei Emma Zhang, Jian Yang, and Anne H.H. Ngu. From Appearance to Essence: Comparing Truth Discovery Methods without Using Ground Truth. ACM Transactions on Intelligent Systems and Technology (TIST), 11(6): 74:1-74:24 (2020).

2.Xiu Susie Fang, Quan Z. Sheng, Xianzhi Wang, Dianhui Chu, and Anne H. H. Ngu. SmartVote: A Full-Fledged Graph-Based Model for Multi-Valued Truth Discovery. World Wide Web Journal, Springer 22(4): 1855-1885 (2019).

3.Yihong Zhang, Claudia Szabo, Quan Z. Sheng, and Xiu Susie Fang. SNAF: An Effective Location Inference and Event Monitoring System for Twitter. World Wide Web Journal, Springer, 21(2): 311-343 (2018).

4.Xiu Susie Fang, Quan Z. Sheng, Xianzhi Wang, Anne H.H. Ngu, and Yihong Zhang. GrandBase: Generating Actionable Knowledge from Big Data. International Journal on PSU Research Review, Emerald, 2017 (Invited Paper).

会议

5.Xiu Susie Fang, Quan Z. Sheng, Xianzhi Wang, Lina Yao, and Anne H.H. Ngu. SourceVote: Fusing Multi-Valued Data via Inter-Source Agreements. In Proceedings of the 36th International Conference on Conceptual Modeling (ER 2017). 6-9 November 2017, Valencia, Spain.

6.Xiu Susie Fang. Truth Discovery from Conflicting Multi-Valued Objects. In Proceedings of the 26th International World Wide Web Conference (WWW 2017 Companion), 3 - 7 April 2017, Perth, Australia.

7.Xiu Susie Fang, Quan Z. Sheng, Xianzhi Wang, and Anne H.H. Ngu. Value Veracity Estimation for Multi-Truth Objects via a Graph-Based Approach. In Proceedings of the 26th International World Wide Web Conference (WWW 2017 Companion), 3 - 7 April 2017, Perth, Australia.

8.Xiu Susie Fang, Quan Z. Sheng, and Xianzhi Wang. An Ensemble Approach for Better Truth Discovery. In Proceedings of the 12th Anniversary of the International Conference on Advanced Data Mining and Applications (ADMA 2016) , 12 - 15 Dec 2016, Gold Coast, Australia.

9.Xianzhi Wang, Quan Z. Sheng, Lina Yao, Xue Li, Xiu Susie Fang, and Xiaofei Xu. Truth Discovery via Exploiting Implications from Multi-Source Data. In Proceedings of the 25th ACM International Conference on Information and Knowledge Management (CIKM 2016). 24 - 28 October, 2016, Indianapolis, USA.

10.Xianzhi Wang, Quan Z. Sheng, Lina Yao, Xue Li, Xiu Susie Fang, and Xiaofei Xu. Empowering Truth Discovery with Multi-Truth Prediction. In Proceedings of the 25th ACM International Conference on Information and Knowledge Management (CIKM 2016). 24 - 28 October, 2016, Indianapolis, USA.

11.Yihong Zhang, Claudia Szabo, Quan Z. Sheng, and Xiu Susie Fang. Classifying Perspectives on Twitter: Immediate Observation, Affection, and Speculation. In Proceedings of the 16th International Conference on Web Information Systems Engineering (WISE 2015). 18 - 20 October 2015, Miami, Florida, USA.

12.Xianzhi Wang, Quan Z. Sheng, Xiu Susie Fang, Lina Yao, Xiaofei Xu, and Xue Li. An Integrated Bayesian Approach for Multi-Truth Discovery. In Proceedings of the 24th ACM International Conference on Information and Knowledge Management (CIKM 2015). 19 - 23 October 2015, Melbourne, VIC, Australia.

13.Xianzhi Wang, Quan Z. Sheng, Xiu Susie Fang, Xue Li, Xiaofei Xu, and Lina Yao. Approximate Truth Discovery via Problem Scale Reduction. In Proceedings of the 24th ACM International Conference on Information and Knowledge Management (CIKM 2015). 19 - 23 October 2015, Melbourne, VIC, Australia.

14.Xiu Susie Fang, Xianzhi Wang, and Quan Z. Sheng. Ontology Augmentation via Attribute Extraction from Multiple Types of Sources. In Proceedings of the 26th Australasian Database Conference (ADC 2015). 4 - 6 June 2015, Melbourne, VIC, Australia.

15.Xiu Susie Fang. Generating Actionable Knowledge from Big Data. In Proceedings of the 2015 SIGMOD PhD Symposium (SIGMOD 2015), May 31 - June 04 2015, Melbourne, VIC, Australia.

Other publications

16.Xiu Susie Fang, Quan Z. Sheng, Xianzhi Wang, and Anne H. H. Ngu. SmartMTD: A Graph-Based Approach for Effective Multi-Truth Discovery. CoRR abs/1708.02018 (2017).

【学术服务】

担任众多国际顶级与知名学术会议的PC Member及审稿人

【联系方式】

邮箱:xiu.fang@dhu.edu.cn

办公室:东华大学松江校区1号学院楼237