研究領域與成就
研究領域
曾參與或主持的項目包括“十一五”國家科技支撐計畫重點項目子課題、國家自然科學基金項目,國家社科基金項目、教育部人文社科項目、中國博士後科學基金特別資助項目、中國博士後科學基金面上資助項目等。
歡迎對情報學與計算機套用(主要是自然語言處理、信息檢索、文本挖掘)交叉方向感興趣的學生報考。
學術成就
近年來,主要對多語言文本挖掘、多語言領域本體學習、主題聚類及其套用、關鍵字自動提取、術語自動提取、跨語言信息處理與檢索等方向進行研究,在國內外期刊和會議上發表學術論文60餘篇,出版著作3部。
代表著作
[1] 章成志. 主題聚類及其套用研究. 北京:國家圖書館出版社,2013年6月.
[2] 章成志. 多語言領域本體學習研究. 南京:南京大學出版社, 2012年10月.
[3] 章成志,白振田(侯漢清主編). 文本自動標引與自動分類研究. 南京:東南大學出版社,2009年12月.
學術論文
•Qingqing Zhou, Rui Xia, Chengzhi Zhang*. Online shopping behavior study based on multi-granularity opinion mining: China vs. America. Cognitive Computation. 2016(Accepted).
•Qingqing Zhou, Chengzhi Zhang*, Star X. Zhao, Bikun Chen. Measuring Book Impact Based on the Multi-granularity Online Review Mining. Scientometrics. 2016(Accepted).
•Lei Li and Chengzhi Zhang*. Characterizing Users Tagging Behavior in Academic Blogs. ACM/IEEE Joint Conference on Digital Libraries 2016 (JCDL2016). Newark, NJ, 2016.
•Lei Li, Daqing He, Chengzhi Zhang. Measurement of academic answer quality :a Case Study on ResearchGate Q&A. HCI International 2016, Toronto, Canada.
•Lei Li, Ke Zhang, Qingqing Zhou, Chengzhi Zhang*. Toward Understanding Review Usefulness: A Case Study on Yelp Restaurants. iConferrence2016, Philadelphia, PA.
•Chao Lu, Chengzhi Zhang*, Daqing He. Comparative analysis of book tags: a cross-lingual perspective. The Electronic Library. 2015 (Accepted).
•Chao Lu, Shutian Ma, Chengzhi Zhang*. How Does Citing Behavior for a Scientific Article Change over Time? A Preliminary Study. In: Processing of the 2015 Annual Meeting of the Association for Information Science and Technology (ASIST’2015), St. Louis, Missouri, USA.
•Qingqing Zhou, Chengzhi Zhang*. Can Book Reviews Be Used to Evaluate Books’ Influence? In: Proceedings of the 15th International Conference on Scientometrics and Informetrics. Istanbul, Turkey, 2015 : 105-106.
•Xiaolan Wu, Chengzhi Zhang*. Multi-Label Propagation for Overlapping Community Detection Based on Connecting Degree. In: Proceedings of the 15th International Conference on Scientometrics and Informetrics. Istanbul, Turkey, 2015: 1099-1100.
•Jinzhu Zhang, Chengzhi Zhang, Bikun Chen. Uncovering the Mechanisms of Co-authorship Network Evolution by Multirelations-based Link Prediction. In: Proceedings of the 15th International Conference on Scientometrics and Informetrics. Istanbul, Turkey, 2015: 1105-1106.
•Lei Li, Daqing He, Wei Jeng, Spencer Goodwin, Chengzhi Zhang. Answer Quality Characteristics and Prediction on an Academic Q&A Site: A Case Study on ResearchGate. In: Proceedings of the 22nd international conference on World Wide Web companion (WebQuality2015). 18 May, 2015, Florence, Italy.
•Qingqing Zhou, Chengzhi Zhang*. Relationship between Reviews Polarities, Helpfulness, Stars and Sales Rankings of Products: A Case Study in Books. In: Proceedings of the 3rd National Conference of Social Media Processing (SMP2014), Beijing, China, 2014: 175-186.
•Shutian Ma, Chengzhi Zhang*. Automatic Collection of the Parallel Corpus with Little Prior Knowledge.In: Proceedings of the 13th China National Conference on Computational Linguistics (CCL2014), Wuhan, China, 2014: 95-106.
•Lei Li, Chengzhi Zhang. Quality Evaluation of Social Tags according to Web Resource Types. In: Proceedings of the 22nd international conference on World Wide Web companion (WebQuality2014). 7 April, 2014, Seoul, Korea.
•Qingqing Zhou & Chengzhi Zhang*.Relationship between scores and tags for Chinese books—In the case of Douban Book. Chinese Journal of Library and Information Science , 2013,6(4): 40-54.
•Chengzhi Zhang, Xuchen Yao and Chunyu Kit.Finding More Bilingual Web Pages with High Credibility via Link Analysis. In: Proceedings of the 6th Workshop on Building and Using Comparable Corpora (BUCC2013).8 August 2013, Sofia, Bulgaria.
•Sa Liu, Chengzhi Zhang. Termhood-Based Comparability Metrics of Comparable Corpus in Special Domain. In: Proceedings of The 14th Chinese Lexical Semantics Workshop (CLSW2012), LNAI,Volume 7717/2013, Springer, 2013: 134–144.
•Chengzhi Zhang, Dan Wu. Bilingual Terminology Extraction Using Multi-level Termhood. The Electronic Library. 2012, 30(2): 295-308.
•Chengzhi Zhang, Wang Huilin, Wu Dan. Clustering Description Learning: A Comparative Study. Journal of Information and Computation Science, 2009, 6(3): 1181-1192.
•Chengzhi Zhang,Wang Huilin, Yao Liu, Wu Dan, Wang Bo, Liao Yi. Automatic Keyword Extraction from Documents Using Conditional Random Fields. Journal of Computational Information Systems, 2008, 4(3): 1169-1180.
•Chengzhi Zhang. Bilingual Topic Taxonomy Generation Based on Bilingual Document Clustering. In: Proceedings of 2011 International Conference on Machine Learning and Cybernetics (The Second International Workshop on Web Information Processing), Guilin, Guangxi, China. 2011: 1889-1895.
•Chengzhi Zhang. Extracting Chinese-English Bilingual Core Terminology from Parallel Classified Corpora in Special Domain. In: Proceedings of Workshop on Natural Language Processing and Ontology Engineering (NLPOE 2009) in conjunction with Conference on Web Intelligence (WI/IAT-09). Milan, Italy, 2009: 271-274.
•Chengzhi Zhang, Huilin Wang, Yao Liu. Document Clustering Deion Extraction and Its Application. In: Proceedings of the 22nd International Conference on the Computer Processing of Oriental Languages (ICCPOL2009). Lecture Notes in Computer Science, 5459/2009. Springer Berlin / Heidelberg, Hong Kong, China, 2006: 370-377.
•Chengzhi Zhang, Xiaoqing Xu, Xinning Su. Query Similarity Computing Based on System Similarity Measurement. In: Proceedings of the 21st International Conference on the Computer Processing of Oriental Languages (ICCPOL2006), Lecture Notes in Computer Science, Volume 4285/2006, Springer Berlin / Heidelberg, Singapore, 2006: 42-50.
•吳小蘭, 章成志*. 基於貢獻度的多標籤傳播重疊社區發現研究, 情報學報, 2015, 34(9): 949-957.
•吳小蘭, 章成志*. 結合用戶關係網和標籤共現網的微博用戶標籤推薦研究, 情報學報, 2015, 34(5):459-465.
•李蕾, 章成志*.社會化標註系統中用戶標註動機差異分析, 情報學報, 2014, 33(6):633-643.
•吳小蘭, 章成志*. 基於最佳化標籤傳播算法的社區發現方法研究, 情報學報, 2014, 33(5):538-548.
•章成志. 基於多層術語度的一體化術語抽取研究, 情報學報, 2011, 30 (3): 275-285.
•章成志. 基於主題聚類的學科研究熱點與研究趨勢監測方法, 情報學報, 2010, 29 (2): 342-349.
•章成志. 基於集成學習的自動標引方法研究, 情報學報, 2010, 29(01) : 3-8.
•章成志. 基於機器學習的文本聚類描述算法研究, 情報學報, 2009, 28(02): 225-232.
•章成志, 周冬敏. 自動標引通用評價模型研究, 情報學報, 2009, 28(01): 40-47.
•章成志, 師慶輝, 薛德軍. 基於樣本加權的文本聚類算法研究, 情報學報, 2008, 27 (01): 42-48.
•章成志. 基於多層特徵的中文字元串相似度計算模型, 情報學報, 2005, 24(06): 696-701.
•章成志, 蘇新寧. 基於條件隨機場的自動標引模型研究, 中國圖書館學報, 2008, 34 (05): 89-94,99.
•章成志, 侯漢清. 面向概念挖掘的文本層次模型研究, 中國圖書館學報, 2005, 31(02): 58-61.
•陸勇, 章成志, 侯漢清. 基於百科資源的多策略中文同義詞自動抽取研究, 中國圖書館學報, 2010, 36 (01): 56-62.
•張慶國, 章成志, 薛德軍. 適用於隱含主題抽取的K最近鄰關鍵字自動抽取, 情報學報, 2009, 28(02): 163-168.
•侯漢清, 章成志, 鄭紅. Web概念挖掘中標引源加權方案初探, 情報學報, 2005, 24 (01): 87-92.
承擔課題
•主持國家社會科學基金項目(No. 14BTQ033):線上社交網路中基於用戶的知識組織模式研究(2014.6-2016.6)
•主持國家自然科學基金青年項目(No. 70903032):基於可比語料的多語言文本聚類研究(2010,01~2012.12)
•主持教育部人文社科基金規劃項目(No.13YJA870020):多語言社會化標籤質量評估及其聚類研究 (2013.6~2015.6)
•主持教育部人文社會科學研究一般項目(No. 08JC870007):多語領域本體的自動構建研究 (2008.12~2010.12)
•主持中國博士後科學基金特別資助(No. 200801105):多語領域本體學習研究 (2008.9~2010.6)
•主持中國博士後基金面上項目 (No. 20080430463):多語領域本體學習關鍵技術研究(2007.9~2010.6)
•主持江蘇省研究生培養創新工程項目(2006年度):主題聚類及其套用研究 (2006.6~2007.6),已結項
•參加國家社科重大項目(No. 13&ZD174):面向突發事件應急決策的快速回響情報體系研究(2013.10~2017.10)(負責人:蘇新寧教授)
•參加“十一五”國家科技支撐計畫重點項目:科技文獻信息服務系統關鍵技術研究及套用示範(No. 2006BAH03B02)子課題“多語言信息服務環境關鍵技術研究” (2007.1~2009.12) (負責人:宗成慶研究員、王惠臨研究員)
•參加國家社科基金項目(No.02BTQ012):基於知識庫的網頁自動標引和自動分類研究(2002-2004) (負責人:侯漢清教授)
•參加上海圖書館合作研究課題:《全國報刊索引》自動標引與自動分類系統(2004-2005) (負責人:侯漢清教授)
•參加教育部人文社會科學研究項目:電子報紙內容深加工研究(2009-2012)(負責人:薛春香副教授)
•參加江蘇省社會科學基金項目:數字報紙的自動標引(2009-2011) (負責人:薛春香副教授)