張文 Email：zhangwen@mail.buct.edu.cn 地址：北京市朝陽(yáng)區(qū)北三環(huán)東路15號(hào)北京化工大學(xué)化纖樓406 工作經(jīng)驗(yàn)： 2014.06-至今北京化工大學(xué)經(jīng)濟(jì)管理學(xué)院教授 2011.12-2014.05 中國(guó)科學(xué)院軟件研究所副研究員 2009. 5-2011.11 中國(guó)科學(xué)院軟件研究所助理研究員研究方向：大數(shù)據(jù)管理，數(shù)據(jù)挖掘，互聯(lián)網(wǎng)輿情分析研究項(xiàng)目（主持）： 1. 國(guó)家自然科學(xué)基金面上項(xiàng)目（2014.1-2017.12），“基于群體記憶的開(kāi)源軟件缺陷預(yù)測(cè)、診斷和定位研究（61379046）”，負(fù)責(zé)人。 2. 國(guó)家青年科學(xué)基金項(xiàng)目(2012.1-2014.12)，“基于網(wǎng)絡(luò)潛在群體的開(kāi)源軟件缺陷解決研究（71101138）”，負(fù)責(zé)人。 3. 北京市自然科學(xué)基金面上項(xiàng)目(2012.1-2014.6)。“基于主題追蹤與情感分析的互聯(lián)網(wǎng)輿情監(jiān)測(cè)研究（4122087）”，負(fù)責(zé)人。 4. 教育部留學(xué)歸國(guó)科研啟動(dòng)基金項(xiàng)目(2010.3-2013.3)，“基于經(jīng)驗(yàn)庫(kù)挖掘的軟件質(zhì)量預(yù)測(cè)研究”，負(fù)責(zé)人。發(fā)表論文期刊論文： 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. (Springer, SCI, EI) 10. 張文, 唐錫晉, 吉田武稔.:AIS-基于文本挖掘的增強(qiáng)型Web信息處理技術(shù)，系統(tǒng)工程理論與實(shí)踐，30(1), 96-104 (2010).(EI) 11. 張文, 唐錫晉：一種基于Web內(nèi)容挖掘的信息支持工具, 管理評(píng)論, 18(9), 21-26 (2006). (中文核心期刊) 國(guó)際會(huì)議論文： 1. S. Wang, W. Zhang, Y. Yang, Q. Wang: DevNet: Exploring Developer Collaboration in Heterogeneous Networks of Bug Repositories. In Proceedings of the 7th ACM / IEEE International Symposium on Empirical Software Engineering and Measurement, 2013. 2. X. Xie, W. Zhang, Y. Yang, Qing Wang: DRETOM: developer recommendation based on topic models for bug resolution. In Proceedings of the 8th International Conference on Predictive Models in Software Engineering (PROMISE 2012), 19-28, September 11-17, 2012, Lund, Sweden. 3. W. Zhang, Y. Yang, Q. Wang: An Empirical Study on Identifying Core Developers using Network Analysis. In Proceedings of the 2nd International Workshop on Evidential Assessment of Software Technologies (EAST 2012), 43-48, September 11-17, 2012, Lund, Sweden. 4. W. Zhang, Y. Yang and Q. Wang.: Handling missing data in software effort prediction with naive Bayes and EM, In Proceedings of the 7th International Conference on Predictive Models in Software Engineering (PROMISE 2011), 2011. (EI) 5. W. Zhang, Y. Yang and Q. Wang.: Network Analysis of OSS Evolution: An Empirical Study on ArgoUML Project. In Proceedings of the 12th International Workshop on Principles of Software Evolution and the 7th annual ERCIM Workshop on Software Evolution (EVOL/IWPSE 2011), 71-80, 2011.(EI) 6. W. Zhang, Y. Yang and Q. Wang.: On the Predictability of Software Efforts using Machine Learning Techniques. In Proceedings of the 6th International Conference on Evaluation of Novel Approaches to Software Engineering (ENASE 2011), 5-14, 2011. (Best Paper Award) 7. W. Wu, W. Zhang, Y. Yang and Q. Wang.: DREX: Developer Recommendation with K-Nearest-Neighbor Search and Expertise Ranking. In Proceedings of the Eighteenth Asia-Pacific Software Engineering Conference (APSEC 2011), 389-396, 2011. 8. W. Zhang, Y. Yang, Q. Wang and F. Shu.: An Empirical Study on Classification of Non-Functional Requirements. In Proceedings of the 23rd International Conference on Software Engineering & Knowledge Engineering (SEKE 2011), 81-87, 2010. 9. W. Zhang, Y. Yang and Q. Wang: Absent Features or Missing Values, In Proceedings of the 22nd International Conference on Software Engineering & Knowledge Engineering (SEKE'2010), 6-11, 2010. 10. D. Wang, W. Zhang, J. Chen, Y. Yang and Q. Wang: EXPRE: a repository for managing software data and experience. In Proceedings of the International Symposium on Empirical Software Engineering and Measurement (ESEM 2010), 2010. 11. W. Wu, W. Zhang, Y. Yang and Q. Wang.: Time series analysis for bug number prediction. In Proceedings of 2nd International Conference on Software Engineering and Data Mining (SEDM 2010), 589 – 596, 2010. 12. W. Zhang, T. Yoshida and X. Tang: Text Classification Using Semi-supervised Clustering. Proceedings of the Second International Conference on Business Intelligence and Financial Engineering (BIFE 2009), 197-200, 2009. 13. W. Zhang, T. Yoshida, X. J. Tang: Improving Precision of Inter-document Similarity Measure by SVD on clusters, Proceedings of The Twenty-second International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems (IEA/AIE-2009), LNAI, 2009. (EI) 14. W. Zhang, X. J. Tang, T. Yoshida: A Comparison of SVD, SVR, ADE and IRR for Latent Semantic Indexing, Proceedings of the 20th International Conference on Multiple Criteria Decision Making, (2009). (EI) 15. W. Zhang, T. Yoshida, X. J. Tang: Text Classification with Support Vector Machine and Back Propagation Neural Network, Proceedings of The 2007 International Conference on Computational Science (ICCS 2007), LNCS 4490, 150-157, 2007. 16. X. J. Tang, Y. J. Liu, W. Zhang: Computerized Support for Idea Generation during Knowledge Creating Process. In: Khosla, R. J. Howlett, and L. C. Jain (eds.): Knowledge-Based Intelligent Information & Engineering Systems (proceedings of KES’2005, Part IV), LNAI, 3684, 437-443. (SCI) 國(guó)內(nèi)會(huì)議： 1. 張文, 唐錫晉: 知識(shí)發(fā)現(xiàn)與求知模式, 第8屆全國(guó)青年管理科學(xué)與系統(tǒng)科學(xué)學(xué)術(shù)會(huì)議, 2005年5月21-22日，優(yōu)秀論文，南京. 發(fā)明專利： 1. 張文，吳文金，楊葉，王青：一種軟件缺陷報(bào)告修復(fù)方法. 中華人民中華人民共和國(guó)國(guó)家知識(shí)產(chǎn)權(quán)局. 專利號(hào)：201110209093. 2. 張文，謝錫浩，楊葉，王青：一種缺陷跟蹤系統(tǒng)的軟件缺陷報(bào)告自動(dòng)分發(fā)方法. 中國(guó), 中華人民共和國(guó)國(guó)家產(chǎn)權(quán)局. 專利號(hào)：201310092736.1. 3. 張文，楊葉，王青：一種新增軟件工作量的預(yù)測(cè)方法. 中華人民中華人民共和國(guó)國(guó)家知識(shí)產(chǎn)權(quán)局. 專利號(hào)：2011100838941.

◇ 本人從事的主要研究方向：

◇ ：在國(guó)內(nèi)外核心期刊上發(fā)表學(xué)術(shù)論文情況

論文題目	刊物名稱	刊物國(guó)家	收錄情況	卷期	排名
Text Clustering Using Frequent Itemsets	Knowledge-based Systems	國(guó)外	SCI	23(5)	1
Using Ontology to Improve Precision of Terminology Extraction from Documents	Expert Systems with Applications	國(guó)內(nèi)	SCI	36(5)	1
A Comparative Study of absent Features and Unobserved Values in Software Effort Data	International Journal of Software Engineering and Knowledge Engineering	國(guó)外	SCI	22(2)	1
AIS-基于文本挖掘的增強(qiáng)型Web信息處理技術(shù)	系統(tǒng)工程理論與實(shí)踐	國(guó)內(nèi)	EI	30(1)	1
一種基于Web內(nèi)容挖掘的信息支持工具	管理評(píng)論	國(guó)內(nèi)	18(9)	1

◇ ：出版專著教材情況(注：在書(shū)名后注明教材或?qū)Ｖ?

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◇ ：成果獲獎(jiǎng)情況

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◇ ：主持重大科研項(xiàng)目情況

項(xiàng)目名稱	任務(wù)來(lái)源	完成形式	完成日期	鑒定驗(yàn)收單位	主要結(jié)論	排名
基于經(jīng)驗(yàn)庫(kù)挖掘的軟件質(zhì)量預(yù)測(cè)研究	中央、國(guó)家各部門項(xiàng)目	論文、專利與軟件著作權(quán)	教育部留學(xué)歸國(guó)人員科研基金委	已完成	1
基于軟件過(guò)程可信的代碼變更推薦研究	中央、國(guó)家各部門項(xiàng)目	論文、專利與軟件著作權(quán)	武漢大學(xué)軟件工程國(guó)家重點(diǎn)實(shí)驗(yàn)室開(kāi)放課題	已完成	1
基于主題追蹤與情感分析的互聯(lián)網(wǎng)輿情監(jiān)測(cè)研究	省（自治區(qū)、直轄市）項(xiàng)目	論文、專利與軟件著作權(quán)	北京市自然科學(xué)基金委員會(huì)	已完成	1

◇ ：目前承擔(dān)的主要項(xiàng)目

項(xiàng)目名稱及下達(dá)編號(hào)	項(xiàng)目類別	項(xiàng)目來(lái)源	起訖時(shí)間	科研經(jīng)費(fèi)(萬(wàn)元)	本人承擔(dān)任務(wù)
基于群體記憶的開(kāi)源軟件缺陷預(yù)測(cè)、診斷和定位研究	自然基金	國(guó)家自然科學(xué)基金項(xiàng)目	2014.1-2017.12	73.00	負(fù)責(zé)人

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