张祥
职称:副高
所在院系:计算机科学系
研究方向:大语言模型,人工智能与生物医学交叉应用,知识图谱
电话:
邮箱:x.zhang@seu.edu.cn
个人简介

本人于2001毕业于南京航空航天大学计算机科学与技术系 并取得学士学位。2002年,作为硕士研究生进入东南大学计算机科学与工程学院,跟随瞿裕忠教授开展语义网的研究。本人于2001毕业于南京航空航天大学计算机科学与技术系 并取得学士学位。2002年,作为硕士研究生进入东南大学计算机科学与工程学院,跟随瞿裕忠教授开展语义网的研究。2009年毕业后,留校进入东南大学软件学院工作至今。 软件学院与计算机科学与工程学院于2010年合并。在2013年8月至2014年8月期间,受国家留学基金委资助,以国家公派访问学者身份在美国宾夕法尼亚州刘易斯堡的巴克内尔大学 进行了为期一年的访学。 在访学期间,与巴克内尔大学计算机系的孟宪农教授一同探讨了信息检索领域的若干问题。


科研:主要研究领域为人工智能,包括语义网、数据挖掘、自然语言处理。目前的研究重点是将人工智能技术(尤其是知识图谱技术)应用于大数据环境下生物医学和商业智能领域。


教学:在东南大学软件学院向本科二年级学生讲授 《面向对象程序设计II》, 并且在东南大学苏州研究院和东南大学蒙纳士大学联合研究生院讲授《万维网科学》和《信息检索》课程。


实验室:除了日常的教学和科研外,本人在计算机学院和软件学院建立了万维网数据科学实验室(WDS实验室),该实验室由一群充满朝气和竞争意识的研究生、本科生组成。实验室除了在数据科学、自然语言处理等领域开展科研外,还指导学生参与兼具科研和应用价值的创新型学生项目。


我非常欢迎踏实、认真,且充满创新意识的学生报考本人的研究生。也同样欢迎优秀的本科生与我联系,加入万维网数据科学实验室或在万维网数据科学实验室开展本科毕设。

研究方向
教育经历
工作经历
科研项目
  • 科技部重点研发计划:诉讼自动导引和咨询支撑技术研究及一体化便民服务综合应用平台构建。(2018.7-2021.6,项目编号2018YFC0830201)(参与)

  • 江苏省数据工程与知识服务重点实验室开放课题:基于多维度语境的文本检索模型与方法。(2014.12.31-2017.12.31,项目编号:DEKS2014KT002)(负责)

  • 国家863项目:开放域知识集成、推理与检索关键技术及系统(2015/01-2017/12, 2015AA015406)(参与)

  • 江苏省自然科学基金:面向大规模链接数据的关键词搜索技术研究 (参与)

  • 国家自然科学基金青年基金: 海量语义关联检索的关键问题研究(2011/01-2013/12, 61003055)(负责)

  • 江苏省自然科学基金:语义关联发现方法的研究(2009/09-2012/09, BK2009136)(负责)

  • 国家自然科学基金:本体匹配中的参数和策略调谐问题研究(61472077)(参与)

  • 江苏省自然科学基金:面向大规模链接数据的关键词搜索技术研究(BK20140643)(参与)

  • 国家自然科学基金:描述逻辑中的本体融合方法研究(参与)

  • 国家自然科学基金:OWLDL公理的统计关系学习方法(参与)

  • 国家自然科学基金青年基金:基于描述逻辑的本体调试关键技术的研究(61003157)(参与)

  • 国家自然科学基金青年基金:面向语义Web复杂应用环境的本体映射关键技术研究(参与)

  • 江苏省自然科学基金:大规模OWL本体调试技术研究(BK2010412)(参与)


论文著作
  • Xiang Zhang, Erjing Lin, Yulian Lv. Multi-Target Search on Semantic Associations in Linked Data. International Journal on Semantic Web and Information Systems, 14(1):71-97, 2018.

  • Xiang Zhang, Erjing Lin, Siyao Pi. Predicting Object Types in Linked Data by Text Classification. The 5th International Conference on Advanced Cloud and Big Data (CBD2017). 391-396, 2017.

  • Xiang Zhang, Yulian Lv. Towards Multi-Target Search of Semantic Association. In Proceedings of the 6th Joint International Semantic Technology Conference (JIST2016). 236-244, 2016.

  • Xiang Zhang, Yulian Lv, Erjing Lin. Object Clustering in Linked Data using Centrality. In Proceedings of China Conference on Knowledge Graph and Semantic Computing (CCKS2016). 1-12, 2016.

  • Xiang Zhang, Wenyao Cheng. Pattern Mining in Linked Data by Edge-labeling. Journal of Tsinghua Science and Technology. 21(2):168-175, 2016.

  • Xiang Zhang, Xing Li, Yunqing Wen, Kai Shen, Jingkun Hao. Building virtual ontologies in semantic web. Journal of Southeast University. 45-4, 652-656, 2015.

  • Yunqing Wen, Xiang Zhang, Kai Shen, Peng Wang. Towards Building Virtual Vocabularies in the Semantic Web. In Proceedings of the 9th International Conference on Advanced Data Mining and Applications (ADMA2013). 2013, 193-204.

  • Wenbo Zhang, Xiang Zhang, Yuming Qian, Chao Xing, Peng Wang. Access Control Models for Information Retrieval in Social Network. Journal of Computational Information Systems. 2013, 9(16):6511-6518.

  • Xiaowei Jiang, Xiang Zhang, Feifei Gao, Chunan Pu, Peng Wang. Graph Compression Strategies for Instance-focused Semantic Mining. In Proceedings of the 7th China Semantic Web Symposium & 2nd Web Science Conference (CSWS 2013). 2013. 50-61.

  • Chen Wang, Xiang Zhang, Yongtao Lv, Li Ji, Peng Wan. Searching Semantic Associations Based on Virtual Document. In Proceedings of the 7th China Semantic Web Symposium & 2nd Web Science Conference (CSWS 2013). 2013. 62-75.

  • Xiaowei Jiang, Xiang Zhang, Wei Gui, Feifei Gao, Peng Wang, Fengbo Zhou. Summarizing Semantic Associations Based on Focused Association Graph. In Proceedings of the 8th International Conference on Advanced Data Mining and Applications (ADMA2012). 564-576, Nanjing, China, 2012.

  • Xiang Zhang, Cuifang Zhao, Peng Wang, Fengbo Zhou. Mining Link Patterns in Linked Data. In Proceedings of the 13th International Conference on Web-Age Information Management (WAIM2012). 83-94, Harbin, China, 2012. 564-576.

  • Cuifang Zhao, Xiang Zhang, Peng Wang. A Label-based Partitioning Strategy for Mining Link Patterns. In Proceedings of 7th International Conference on Knowledge, Information and Creativity Support Systems (KICSS2012). 203-206.

  • Xiang Zhang, Cuifang Zhao. ONTRUSE: Searching Ontological Structures. In Proceedings of the 2nd International Conference on Computer Science and Service System (CSSS2012). 361-364, Nanjing, China, 2012.

  • Xiang Zhang, Cuifang Zhao, Sanfeng Zhang, Peng Wang. A Partition-Based Approach to Mining Link Patterns. In Proceedings of the 2nd International Conference on Computer Science and Service System (CSSS2012). 2165-2168, Nanjing, China, 2012.

  • Xiang Zhang, Rui Hu, Sanfeng Zhang. A Survey on Access Control in Online Social Networks. In Proceedings of the 2nd International Conference on Computer Science and Service System (CSSS2012). 2865-2868. 2012.Huansong Wang, Xiang Zhang. MaVis: Feature-based Defects Visualization in Software Testing. In Proceedings of the 2012 Spring World Congress on Engineering and Technology(SCET2012). 1-4, 2012.

  • Rui Hu, Xiang Zhang. Classification and Evaluation of Online Indexing Strategies. In Proceedings of the 2011 Conference on Technologies and Applications of Artificial Intelligence (TAAI2011). 233-238, 2011.

  • Peng Wang, Xiang Zhang, Yue You. Discovering Scholar Knowledge from Conference Web Pages. In Proceedings of the 2011 Conference on Technologies and Applications of Artificial Intelligence (TAAI2011). 173-178, 2011.

  • Xiang Zhang, Huaping Chen. Indexing Ontological Structure based on Neighbor Tree. In Proceedings of the 2010 Conference on Technologies and Applications of Artificial Intelligence (TAAI2010). 263-269, 2010.

  • Xiang Zhang, Gong Cheng, Weiyi Ge, Yuzhong Qu. Summarizing Vocabularies in the Global Semantic Web. Journal of Computer Science and Technology(JCST), 2009, 24(1):165-174.

  • Xiang Zhang, Weiyi Ge, Yuzhong Qu. Finding and Ranking Semantic Web Sites. Journal of Software, 2009, 20(10):2834-2843.

  • Xiang Zhang, Yuzhong Qu. Ranking Problems in Semantic Web. Computer Science, 2008, 35(2):196-200.

  • Xiang Zhang, Gong Cheng, Yuzhong Qu. Ontology Summarization Based on RDF Sentence Graph. In Proceedings of the 16th International World Wide Web Conference(WWW2007). 707-716, Banff, Canada, 2007.

  • Xiang Zhang, Huiying Li, Yuzhong Qu. Finding Important Vocabulary within Ontology. In Proceedings of the 1st Asian Semantic Web Conference(ASWC2006). 106-112, Beijing, China, 2006.

  • Xiang Zhang, Wennan Shen, Yuzhong Qu. WonderDesk - A Semantic Desktop for Resource Sharing and Management. In Proceedings of ISWC2005 Workshop on Semantic Desktop. 2005.

  • Huiying Li, Xiang Zhang, Honghan Wu, Yuzhong Qu. Design and Application of Rule-Based Access Control Policies. In Proceedings of ISWC2005 Workshop on Semantic Web and Policy. 34-41. 2005.

  • Jian Guan, Xiang Zhang, Jianming Deng, Yuzhong Qu. An Ontology-driven Information Retrieval Mechanism for Semantic Information Portals. In Proceedings of the 1st International Conference on Semantics, Knowledge and Grid (SKG2005). 614-620, 2005.

  • Yuzhong Qu, Xiang Zhang, Huiying Li. OREL: An Ontology-based Rights Expression Language. In Proceedings of the 13th international World Wide Web Conference (WWW2004), Poster Session. 324-325, 2004.


专利
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