杜剑峰教授

姓名：杜剑峰

性别：男

职称：教授

学科专业：管理科学与工程、电子信息

研究方向：知识表示与推理、数据挖掘和自然语言处理

个人简介：

   教授，管理科学与工程学术硕士点和电子信息专业硕士点导师，中国中文信息学会语言与知识计算专委会委员，中国科学院软件研究所计算机科学国家重点实验室博士。长期从事知识表示与推理、数据挖掘和自然语言处理领域的研究工作，主讲数据挖掘、商业智能、知识管理和知识图谱及应用等本科和研究生课程，曾出访澳大利亚格里菲斯大学、英国兰卡斯特大学和阿伯丁大学展开科研交流合作。在AAAI、WWW、ISWC、CIKM和KAIS等中国计算机学会推荐A/B级刊物上发表过数十篇第一作者论文，目前已经取得三项国家自然科学基金和若干个省市级科研项目的立项资助。担任国际权威期刊Journal of Web Semantics编委会成员，长期担任IJCAI、AAAI、ISWC、JIST、CCKS、CSWS等国内外权威学术会议的程序委员会成员，曾担任CSWS 2014程序委员会主席。

代表性成果：

科研项目：

[1] 国家自然科学基金项目面上项目《基于溯因推理的知识图谱补全结果解释机制研究》（61876204，2019.1-2022.12，主持）

[2] 国家自然科学基金项目面上项目《缺失和不一致数据环境下描述逻辑查询回答的高效方法研究》（61375056，2014.1-2017.12，主持）

[3] 国家自然科学基金项目青年项目《修复不一致OWL本体的高效方法研究》（61005043，2011.1-2013.12，主持）

[4] 广东省自然科学基金项目面上项目《不一致描述逻辑知识库中的溯因查询回答研究》（S2013010012928，2013.10-2015.10，主持）

[5] 广州市科技计划项目《基于知识图谱的保险产品语义搜索与个性化推荐》（201804010496，2018.5-2020.4，主持）

[6] 中国科学院软件研究所计算机科学国家重点实验室开放课题基金项目《修复不一致本体的多项式时间算法研究》（SYSKF1005, 2010.6-2012.5，主持）

代表性论文：

[1] Kunxun Qi and Jianfeng Du*. Translation-based Matching Adversarial Network for Cross-lingual Natural Language Inference. In Proc. of the 34th AAAI Conference on Artificial Intelligence (AAAI), 2020, Accepted.

[2] Hai Wan, Yufei Yang, Jianfeng Du*, Yanan Liu, Kunxun Qi, Jeff Z. Pan. Target-Aspect-Sentiment Joint Detection for Aspect-Based Sentiment Analysis. In Proc. of the 34th AAAI Conference on Artificial Intelligence (AAAI), 2020, Accepted.

[3] Jianfeng Du, Jeff Z. Pan, Sylvia Wang, Kunxun Qi, Yuming Shen and Yu Deng. Validation of Growing Knowledge Graphs by Abductive Text Evidences. In Proc. of the 33rd AAAI Conference on Artificial Intelligence (AAAI-19), pages 2784-2791, 2019.

[4] Jianfeng Du, Hai Wan and Huaguan Ma. Practical TBox Abduction Based on Justification Patterns. In Proc. of the 31st AAAI Conference on Artificial Intelligence (AAAI-17), pages 1100-1106, 2017.

[5] Jianfeng Du, Kewen Wang and Yi-Dong Shen. Towards Tractable and Practical ABox Abduction over Inconsistent Description Logic Ontologies. In Proc. of the 29th AAAI Conference on Artificial Intelligence (AAAI-15), pages 1489-1495, 2015.

[6] Jianfeng Du, Jeff Z. Pan. Rewriting-Based Instance Retrieval for Negated Concepts in Description Logic Ontologies. In Proc. of the 14th International Semantic Web Conference (ISWC-15), 338-355, 2015.

[7] Jianfeng Du, Guilin Qi and Xuefeng Fu. A Practical Fine-grained Approach to Resolving Incoherent OWL 2 DL Terminologies. In Proc. of the 23rd ACM International Conference on Information and Knowledge Management (CIKM-14), pages 919-928, 2014.

[8] Jianfeng Du, Kewen Wang and Yi-Dong Shen. A Tractable Approach to ABox Abduction over Description Logic Ontologies. In Proc. of the 28th AAAI Conference on Artificial Intelligence (AAAI-14), pages 1034-1040, 2014.

[9] Jianfeng Du, Guilin Qi and Yi-Dong Shen. Weight-based consistent query answering over inconsistent SHIQ knowledge bases. Knowledge and Information Systems (KAIS), 34(2): 335-371, 2013.

[10] Yong Hu, Jianfeng Du, Xiangzhou Zhang, Xiaoling Hao, E. W. T. Ngai, Ming Fan and Mei Liu. An integrative framework for intelligent software project risk planning. Decision Support Systems 55(4): 927-937, 2013.

[11] Jianfeng Du, Guilin Qi, Yi-Dong Shen and Jeff Z. Pan. Towards Practical ABox Abduction in Large Description Logic Ontologies. International Journal on Semantic Web and Information Systems (IJSWIS), 8(2), 1-33, 2012.

[12] Jianfeng Du, Guilin Qi, Yi-Dong Shen and Jeff Z. Pan. Towards Practical ABox Abduction in Large OWL DL Ontologies. In Proc. of the 25th AAAI Conference on Artificial Intelligence (AAAI-11), pages 1160-1165, 2011.

[13] Gang Wu, Guilin Qi, Jianfeng Du: Finding all justifications of OWL entailments using TMS and MapReduce. In Proc. of the 20th ACM International Conference on Information and Knowledge Management (CIKM-11), pages 1425-1434, 2011.

[14] Jianfeng Du, Guilin Qi and Jeff Z. Pan. Finding Data Tractable Description Logics for Computing a Minimum Cost Diagnosis Based on ABox Decomposition. Tsinghua Science and Technology. 15(6):623-632, 2010.

[15] Jianfeng Du and Guilin Qi. Decomposition-based Optimization for Debugging of Inconsistent OWL DL Ontologies. In Proc. of the 4th International Conference on Knowledge Science, Engineering & Management (KSEM-10), LNAI 6291, pages 88-100, 2010.

[16] Guilin Qi, Jianfeng Du, Weiru Liu and David Bell. Merging Knowledge Bases in Possibilistic Logic by Lexicographic Aggregation. In Proc. of the 26th Conference on Uncertainty in Artificial Intelligence (UAI-10), 2010.

[17] Jianfeng Du, Guilin Qi, Jeff Z. Pan and Yi-Dong Shen. A Decomposition-based Approach to Optimizing Conjunctive Query Answering in OWL DL. In Proc. of the 8th International Semantic Web Conference (ISWC-09), LNCS 5823, 146-162, 2009.

[18] Jianfeng Du, Guilin Qi and Qiu Ji. Goal-Directed Module Extraction for Explaining OWL DL Entailments. In Proc. of the 8th International Semantic Web Conference (ISWC-09), LNCS 5823, 163-179, 2009.

[19] Guilin Qi and Jianfeng Du. Model-based Revision Operators for Terminologies in Description Logics. In Proc. of the 21st International Joint Conference on Artificial Intelligence (IJCAI-09), 891-897, 2009.

[20] Jianfeng Du and Yi-Dong Shen. Computing Minimum Cost Diagnoses to Repair Populated DL-based Ontologies. In Proc. of the 17th International World Wide Web Conference (WWW-08), 575-584, 2008.

联系方式：jfdu@gdufs.edu.cn