Faculty
 
 


Chengzhi Zhang, PhD, Professor




mail: zhangcz@njust.edu.cn

 

Research

  • Information      retrieval

  • Information      organization

  • Text      mining

  • Natural      language processing

 

Teaching

  • Text      Mining

  • Web      Designing and Website Construction

 

Publications

Referred Journals

[1]      Yingyi Zhang, Chengzhi Zhang*, Jing Li. Joint Modeling of Characters, Words, and Conversation Contexts for Microblog Keyphrase Extraction. Journal of the Association for Information Science and Technology, 2019 (in press)

[2]      Chao Lu, Yi Bu, Jie Wang, Ying Ding, Vetle Torvik, Matthew Schnaars, Chengzhi Zhang*. Examining scientific writing styles from the perspective of linguistic complexity. Journal of the Association for Information Science and Technology, 2019, 70(5):462-475.

[3]      Chengzhi Zhang*, Qingqing Zhou. Online Investigation of users’ attitudes using automatic question answering. Online Information Review. 2018, 42(3): 419-435.

[4]      Chengzhi Zhang*, Hua Zhao, Xuehua Chi, Shutian Ma. Information Organization Patterns from Online Users in a Social Network. Knowledge Organization. 2019, 46(2): 90-103.

[5]      Xiaolan Wu, Chengzhi Zhang*. Finding High-Impact Interdisciplinary Users Based on Friend Discipline Distribution in Academic Social Networking Sites. Scientometrics, 2019, 119(2): 1017-1035.

[6]      Shutian Ma, Jin Xu, Chengzhi Zhang*. Automatic Identification of Cited Text Spans: A Multi-Classifier Approach over Imbalanced Dataset. Scientometrics, 2018, 116(2): 1303-1330.

[7]      Lei Li, Daqing He, Chengzhi Zhang*, Li Geng, Ke Zhang. Characterizing Peer-Judged Answer Quality on Academic Q&A Sites: A Cross-Disciplinary Case Study on ResearchGate. Aslib Journal of Information Management, 2018, 70(3):269-287.

[8]      Qingqing Zhou, Chengzhi Zhang*. Detecting Users’ Dietary Preferences and Their Evolutions via Chinese Social Media. Journal of Database Management. 2018, 29(3): 89-110.

[9]      Chao Lu, Ying Ding, Chengzhi Zhang*. Understanding the impact change of a highly cited article: a content-based citation analysis. Scientometrics. 2017, 112(2): 927-945.

[10]   Qingqing Zhou, Chengzhi Zhang*. Emotion evolutions of sub-topics about popular events on microblogs. The Electronic Library. 2017, 35(4): 770-782.

[11]   Qiangbing Wang, Shutian Ma, Chengzhi Zhang*. Predicting Users’ Demographic Characteristics in a Chinese Social Media Network. The Electronic Library. 2017, 35(4): 758-769.

[12]   Qingqing Zhou, Rui Xia, Chengzhi Zhang*. Online shopping behavior study based on multi-granularity opinion mining: China vs. America. Cognitive Computation. 2016, 8(4): 587-602.

[13]   Qingqing Zhou, Chengzhi Zhang*, Star X. Zhao, Bikun Chen. Measuring Book Impact Based on the Multi-granularity Online Review Mining. Scientometrics. 2016, 107(3): 1435-1455.

[14]   Chao Lu, Chengzhi Zhang*, Daqing He. Comparative analysis of book tags: a cross-lingual perspective. The Electronic Library. 2016, 34(4):666-682. (Highly Commended Paper in the 2017 Emerald Literati Network Awards for Excellence)

[15]   Lu Xiao, Guo Chen, Jianjun Sun, Shuguang Han, Chengzhi Zhang. Exploring the topic hierarchy of digital library research in China using keyword networks: a K-core decomposition approach. Scientometrics, 2016, 108(3): 1085–1101.

 

Referred Conference Proceedings

[1]      Yingyi Zhang, Chengzhi Zhang*. Using Human Attention to Extract Keyphrase from Microblog Post. Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (ACL), Florence, Italy, 2019.

[2]      Yuzhuo Wang, Chengzhi Zhang*. Finding More Methodological Entities from Academic Articles via Iterative Strategy: A Preliminary Study.  Proceedings of the 17th International Conference on Scientometrics and Informetrics (ISSI 2019), Rome, Italy, 2019.

[3]      Ruiyi Ding, Yuzhuo Wang, Chengzhi Zhang*. Investigating Citation of Algorithm in Full-text of Academic Articles: A Preliminary Study.  Proceedings of the 17th International Conference on Scientometrics and Informetrics (ISSI 2019), Rome, Italy, 2019.

[4]      Yingyi zhang, Jing Li, Yan Song, Chengzhi Zhang. Encoding Conversation Context for Neural Keyphrase Extraction from Microblog Posts.  Proceedings of the 16th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL HLT 2018), New Orleans, USA, 2018.

[5]      Yuzhuo Wang, Chengzhi Zhang*. What Type of Domain Knowledge is Cited by Articles with High Interdisciplinary Degree?  Proceedings of 2018 Annual Meeting of the Association for Information Science and Technology (ASIST’2018), Vancouver, BC, Canada, 2018.

[6]      Heng Zhang, Qingqing Zhou, Chengzhi Zhang*. Multi-discipline Correlation Analysis between Citations and Features of Library Holdings.  Proceedings of 2018 Annual Meeting of the Association for Information Science and Technology (ASIST’2018), Vancouver, BC, Canada, 2018.

[7]      Shutian Ma, Jin Xu, Jie Wang and Chengzhi Zhang*. NJUST @ CLSciSumm-17.  Proceedings of the 2nd Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL 2017), Tokyo, Japan, Aug, 2017. (Winner of CL-SciSumm 2017)

[8]      Qingqing Zhou, Chengzhi Zhang*. Detecting dietary preference of social media users in China via sentiment analysis.  Proceedings of 2017 Annual Meeting of the Association for Information Science and Technology (ASIST’2017), Washington, DC, USA, 2017.

[9]      Shutian Ma, Chengzhi Zhang*. Document Representation and Clustering Models for Bilingual Documents Clustering.  Proceedings of 2017 Annual Meeting of the Association for Information Science and Technology (ASIST’2017), Washington, DC, USA, 2017.

[10]   Chengzhi Zhang*, Shurui Xu. Using Readership to Measure Interdisciplinarity.  Proceedings of the 16th International Conference on Scientometrics and Informetrics (ISSI 2017), Wuhan, China, 2017.

 

Grant

 

2014-2019 National Social Science Fund of China (NSSFC)

User-based Information Organization Pattern of Online Social Networks (¥ 200,000)

 

2017-2020 National Social Science Fund of China (NSSFC)

Theory and Method in Knowledge Innovation Service. (¥ 800,000), PI: Prof. Yuefeng Wang

 

2009-2012 National Natural Science Foundation in China (NSFC)

Multilingual Documents Clustering Based on Comparable (¥ 190,000)

 

20913-2015 Humanities and Social Sciences of Ministry of Education Planning Fund

Quality Evaluation and Clustering of Multilingual Social Tags (¥ 100,000)

 

2008-2010 Humanities and Social Sciences of Ministry of Education Planning Fund

Automatic Construction of Multilingual Domain Ontology (¥ 100,000)

 

Awards & Honors

  • Second      Prize in the 1st Evaluation of Text Sourcing Technology (2018)

  • Young      Information Scientist Award, Chinese Society for science and technology      information (2017)

  • Runner-up      in Task 1B the 2018 CL-SciSumm Shared Task (CL-SciSumm2018)(2018)

  • Young      Academic Leader of Qin Lan Project, Jiangsu (2017)

  • Winner      of the 2017 CL-SciSumm Shared Task (CL-SciSumm 2017) (2017)

  • Highly      Commended Paper in the 2017 Emerald Literati Network Awards for Excellence      (2017)

 

Administration and Service

Editorial Board

  • The      Electronic Library, 2018~

  • Frontiers      in Research Metrics and Analytics,2016~

  • Data      Intelligence, 2017~

  • Journal      of Natural Language Engineering, guest editorial board of Special Issue      for Machine Translation Using Comparable Corpora      2015

  • Technology      Intelligence Engineering (in Chinese), 2018~

  • Journal      of Document and Data  (in Chinese),      2019~

 

Member of the Program Committees

  • iConference,      2017~

  • International      Conference on Scientometrics and Informetrics (ISSI), 2017~

  • The      conference on Natural Language Processing and Chinese Computing (NLPCC),      2015~

  • International      Joint Conference on Natural Language Processing (IJCNLP), 2018~

  • International      Conference on e-Business Engineering (ICEBE), 2015-

  • National      Conference of Social Media Processing (SMP), 2014~

  • China      Conference on Information Retrieval (CCIR), 2014~

 

Invited Paper Reviewer for:Journal of the American Society for Information Science and Technology(JASIST)Internet ResearchJournal of Information ScienceNeurocomputingJournal of Natural Language Engineering (JNLE)Knowledge-Based SystemsComputer Speech and LanguageScientometricsIEEE Transactions on Engineering ManagementIEEE AccessPLOS ONEThe Electronic LibrarySocial Network Analysis and MiningBMJ OpenFrontiers in NeuroinformaticsJournal of Database ManagementElectronic Commerce ResearchTechnological Forecasting & Social ChangeInformation Discovery and DeliveryFrontiers in Research Metrics and AnalyticsDataChinese Journal of Library and Information ScienceJournal of the China Society for Scientific and Technical Information (in Chinese, 2018 Outstanding Reviewer)Journal of Chinese Information Processing (in Chinese) Chinese Journal of Computers (in Chinese)Complex Systems and Complexity Science (in Chinese)Journal of Systems Science and Mathematical Sciences (in Chinese) Data Analysis and Knowledge Discovery (in Chinese)Information studies: Theory & Application (in Chinese)Library and Information Service (in Chinese)Library Forum (in Chinese)Forum on Science and Technology in China (in Chinese)Technology Intelligence Engineering (in Chinese), etc.