张文

 

 

 

张文教授

 

　　2014.06-至今 北京化工大学经济管理学院 教授

　　研究方向：大数据管理，数据挖掘，互联网舆情分析研究项目

　　学术成果：

　　1. 国家自然科学基金面上项目(2014.1-2017.12)，“基于群体记忆的开源软件缺陷预测、诊断和定位研究(61379046)”，负责人。 2. 国家青年科学基金项目(2012.1-2014.12)，“基于网络潜在群体的开源软件缺陷解决研究(71101138)”，负责人。 3. 北京市自然科学基金面上项目(2012.1-2014.6)。“基于主题追踪与情感分析的互联网舆情监测研究(4122087)”，负责人。 4. 教育部留学归国科研启动基金项目(2010.3-2013.3)，“基于经验库挖掘的软件质量预测研究”，负责人。发表论文期刊论文： 1. W. Zhang, Y. Yang, Q. Wang: A Comparative Study of absent Features and Unobserved Values in Software Effort Data. International Journal of Software Engineering and Knowledge Engineering 22(2): 185-202, 2012. (World Scientific, SCI) 2. W. Zhang, T. Yoshida, X. J. Tang, Q. Wang.：Text Clustering Using Frequent Itemsets， Knowledge-based Systems, 23(5), 379-388, 2010. (Elsevier, SCI) 3. W. Zhang, T. Yoshida, X. J. Tang: Using Ontology to Improve Precision of Terminology Extraction from Documents, Expert Systems with Applications, 36(5), 9333-9339, 2009.( (Elsevier, SCI) 4. W. Zhang, T. Yoshida, X. J. Tang.: A comparative study of TF*IDF, LSI and multi-words for text classification. Expert Systems with Applications, 38(3), 2758-2765, 2011. (Elsevier, SCI) 5. W. Zhang, T. Yoshida, X. J. Tang: Improving effectiveness of mutual information for substantival multiword expression extraction. Expert Systems with Applications, 36(8), 10919-10930, 2009. (Elsevier, SCI) 6. W. Zhang, T. Yoshida, X. J. Tang: Text classification based on multi-word with support vector machine, Knowledge-based Systems, 21 (8), Dec. 2008, pp. 879-886. (Elsevier, SCI) 7. W. Zhang, T. Yoshida, X. J. Tang: Distribution of multi-words in Chinese and English Documents, International Journal of Information Technology and Decision Making, 8(1), 249-265, 2009. (World Scientific, SCI) 8. W. Zhang, T. Yoshida, X. J. Tang, T. B. Ho: Augmented Mutual Information for Multi-word Extraction, International Journal of Innovative Computing, Information and Control, 5(2), 543-554, 2008. (SCI) 9. W. Zhang, T. Yoshida, X. J. Tang: Text classification toward a Scientific Forum, Journal of Systems Science and Systems Engineering, 16(3), 356-379, 2007.