Research areas

  • Information and knowledge organization
  • Information seeking and sensemaking behavior and cognition
  • User-centered design and evaluation
  • Human computer interaction (esp. sustainable HCI, persuasive technology)

A word cloud generated from my publications
(A word cloud generated from my projects and publications)

Current projects

  • “The Dynamics of Online Collaboration in Knowledge Communities: Compositions, Factors, and Evolvements”, Natural Science Foundation of China (NSFC), 2017-2019, PI
    Abstract: Online knowledge community is a social network concerned with the creation, sharing, and transfer of knowledge. Knowledge collaboration is a key factor in sustainable development and success of online communities. This research aims to investigate the collaborative process during which contents are created. We plan to conduct case studies, user experiments, log analysis to analyze the composition of online knowledge collaboration, identify influencing factors and their relationships, evaluate the outcome and benefits of collaboration, and design a prototype for a knowledge collaboration support system. The results of this research will advance our theoretical understanding on the composition, factors, and evolvement of online knowledge collaboration, provide guidelines for encouraging positive and effective collaboration in knowledge communities to generate a sense of community and create more high-quality content, and suggest design implications for systems and tools that support online knowledge collaboration.
  • “Towards an Ecosystem of E-­commerce: Product Information Seeking and Organization”, Natural Science Foundation of China (NSFC), 2014-2017, co-PI, PI: Prof. WANG Jun

Past projects

  • “Collaborative Sensemaking in Online Knowledge Groups”, OCLC/ALISE Library & Information Science Research Grant, 2016, PI
  • “Knowledge Sharing and Organization in Online Communities”, Thinker Workshop, Inc. 2012-2015, PI
  • Information Seeking through Online Social Networks”, Research Foundation for Returned Overseas Chinese Scholars, Ministry of Education, 2014, PI
  • Science and Technology Innovation Concept Knowledge-base (STICK), NSF, 2009-2011, PI: Dr. Ping Wang
  • True Government Transparency: Comprehensive National Data Finding and Navigation Tools, NSF, 2009-2011,PI: Dr. Yan Qu
  • Global Autonomous Language Exploitation (GALE), DAPRA, 2006-2007, PIs: Dr. Doug Oard and Dr. Judith Klavans
  • Complex Interactive Question Answering (ciQA), College of Information Studies, University of Maryland, 2006, PI: Dr. Jimmy Lin

Publications

Referred Papers (in English)

  1. An, J., Li, T., Teng, Y., & Zhang, Pengyi* (2018) Factors Influencing Emoji Usage in Smart-phone Mediated Communications. In Proceedings of the 2018 iConference. March 25-28, Sheffield, UK. 
  2. Xu, L., Dedema, & Zhang, Pengyi* (2018) Xu, L., Dedema, Zhang, Pengyi (2018) Examining Emotional Experience in Interacting with Different Types of Digital Products – A Diary Study. In proceedings of HCI International ’18. Las Vegas, USA.
  3. Wang, Zhe & Zhang, Pengyi*. (2017) Activity Patterns of Collaborative Sensemaking in Small Discussion Groups. iConference ’17. March 22-25, Wuhan, China.
  4. Zhang, Pengyi, & Soergel, D. (2016) Process Patterns and Conceptual Changes in Knowledge Representations during Information Seeking and Sensemaking: A Qualitative User Study. Journal of Information Science.
  5. Zhou, Xiang, Zhang, Pengyi*, & Wang, Jun. (2016) Identification and Analysis of Multi-tasking Product Information Search Sessions with Query Logs. Journal of Data and Information Science, 1(3): 79-94.
  6. Zhang, Pengyi & Liu, C. (2015). Personal Information Management Practices of Chinese College Students on their Smartphones. Third International Symposium of Chinese CHI Proceedings. CHI 2015.
  7. Zhang, Pengyi & Soergel, D. (2014). Towards a comprehensive model of the cognitive process and mechanisms of individual sensemaking. Journal of the American Society for Information Science and Technology. 65(9):1733–1756.
  8. Zhou, Y., Li, W., Yuan, X., & Zhang, Pengyi*, (2014). Ontology modeling of the semantics in social media: The Weibo public issue knowledge base. Chinese Journal of Library and Information Science. 7(1):16-30.
  9. Zhang, Pengyi (2013) Social inclusion or exclusion? When Weibo (microblogging) meets the “new generation” migrant workers, Library Trends, 62(1): 63-80.
  10. Zhang, Pengyi (2012) Information seeking through microblog questions: the impact of social capital and relationships. Proceedings of the American Society for Information Science and Technology, 49(1), 1-9.
  11. Qu, Y., Huang, C., Zhang, P., Zhang, J. (2011) Microblogging after a major disaster in China: A case study of the 2010 Yushu Earthquake. ACM Conference on Computer Supported Cooperative Work (CSCW ’11).
  12. Qu, Y., Huang, C., Zhang, P., & Zhang, J. (2011). Harnessing social media in response to major disasters. In CSCW 2011 Workshop: Designing Social and Collaborative Systems for China.
  13. Zhang, P., Qu, Y., & Huang, C. (2011). Designing a multi-layered ontology for the science and technology innovation concept knowledgebase. Hawaii International Conference on System Sciences (HICSS ’11).
  14. Zhang, P., & Soergel, D. (2009). Examining a Comprehensive Sensemaking Model with User Studies of Computer-Assisted Sensemaking. In Sensemaking Workshop at CHI ’09.
  15. Zhang, P., Soergel, D., Klavans, J.L., & Oard, D.W. (2008), Extending sense-making model with ideas from cognition and learning theories. The ASIS&T 08 Annual Conference. (Oct 2008, Columbus, Ohio).
  16. Zhang, P. (2007). Supporting Sense-making with Tools for Structuring a Concept Space: A Proposal for Design and Evaluation. Advances in Classification Research Online, 18(1)
  17. Zhang, P., Plettenberg, E. L., Klavans, J. L., Oard, D. W., & Soergel, D. (2007), Task-based interaction with an integrated multilingual, multimedia information system: A formative evaluation. In proceedings of the Joint Conference on Digital Libraries (JCDL ’07)
  18.  Lin, J., & Zhang, P. (2007), Deconstructing nuggets: the stability and reliability of complex question answering evaluation. In proceedings of the 30th Annual International ACM SIGIR Conference (SIGIR ’07) (July 2007, Amsterdam

Referred Papers (in Chinese)
  1. 虞鑫,张鹏翼. 媒介公共性的“理解-交往”悖论——基于结构方程模型的实证分析. 新闻界. 2018(2).
  2. 张鹏翼,王丹雪,焦祎凡,陈秀雨,王军. 基于用户信息浏览日志的移动购买预测研究. 数据分析与知识发现. 2018(1).
  3. 张鹏翼, 杨玉宇. 知乎话题结构协同构建中的冲突与协作分析. 图书情报知识. 2017, (3).
  4. 张璐, 张鹏翼*. 在线问答社区用户线上线下社会资本关系研究. 图书情报工作. 2017, (17).
  5. 张鹏翼, 贺易之, 周妍, 虞鑫. 社会化媒体使用与公共事件认知及参与研究 ——针对微博活跃用户问卷调查研究. 图书情报工作. 2017, (16).
  6. 张鹏翼, 苏杰, 张久珍. 社会化构建标签等级的评价研究——以知乎话题结构为例. 图书与情报. 2016, (4).
  7. 李世娟, 张鹏翼*, 黄文彬. 管窥我国出版机构数字化转型——基于三家出版社的调研分析. 出版科学. 2016.
  8. 刘洪莲, 张鹏翼*, 王军. 多会话商品信息搜寻行为、情境及影响因素研究. 现代图书情报技术. 2016.
  9. 张鹏翼, 周翔, 王军. 商品检索中的多任务识别与分析. 现代图书情报技术. 2015 (7)
  10. 张鹏翼, 张璐. 社会资本视角下的用户社交问答行为研究:以知乎为例. 情报杂志, 2015(12).
  11. 黄梦婷, 张鹏翼*. 社会化问答社区的协作方式与效果研究:以知乎为例. 图书情报工作, 2015(11).
  12. 刘洪莲, 张鹏翼*, 王军. 多会话网络购物商品信息搜寻行为研究. 图书情报工作, 2015(14). 
  13. 袁兴福, 张鹏翼*, 王军. 电商用户“状态—行为”建模及其在商品信息搜索行为分析的应用. 现代图书情报技术, 2015(6).
  14. 张鹏翼, 刘畅. 移动智能设备个人信息管理——以在校大学生和研究生为例. 情报杂志, 2015(4).
  15. 袁兴福, 张鹏翼*, 刘洪莲, 王军. 基于点击流的电商用户会话建模. 图书情报工作, 2015(1). 
  16. 张鹏翼, 瞿艳, 黄晨. 科技创新集群及环境本体的设计和应用. 现代图书情报技术, 2013(12):42-47.
  17. 张鹏翼. 基于网络舆情的数字鸿沟与数字融入问题研究: 以“新生代”农民工为例. 情报杂志, 2013(11): 95-100.
  18. 张鹏翼, 周妍, 袁兴福. 公众议题知识库的多层本体设计. 图书情报工作, 2013, 57(13).
  19. 张鹏翼. 在线社交网络中信息寻求行为的实证研究:以微博为例. 情报杂志, 2013(7).
Conference Posters
  1. Xu, L., Dedema, Zhang, Pengyi* (2018) Users’ Emotional Experiences during Interaction with Information Products: A Diary Study. Poster presented at the 2018 iConference. March 25-28, Sheffield, UK.
  2. Jiao, Y., Chen, X., Wang, D., Zhang, Pengyi* & Wang, Jun (2018) Exploring Browsing Behavior of Product Information in an M-commerce Application: a Transaction Log Analysis. Poster presented at the 2018 iConference. March 25-28, Sheffield, UK.
  3. Yang, Yuyu & Zhang, Pengyi*. (2017) Analyzing Patterns of Contribution to User-generated Tag Hierarchies Based on Core User Types. Poster presented at ASIST ’17. 
  4. Yang, Yuyu & Zhang, Pengyi*. (2017) Social Creation of Hierarchical Taxonomy from Topic Tags: An Analysis of User Participation in Forming Zhihu’s Topic Hierarchy. iConference ’17, Wuhan, China.
  5. Wang, Z. & Zhang, Pengyi*. (2016) Stop Sending Me Messages!: the Negative Impact of Persuasive Messages on Green Transportation. iConference 2016, Philadelphia, PA.
  6. Zhang, Pengyi, Chang Liu, & Preben Hansen. (2016) I Need More Time!: The Influence of Native Language on Search Behavior and Experience. CLEF (Working Notes) 2016: 1166-1182
  7. Zhou, Xiang, Zhang, Pengyi*, & Wang, Jun. (2016) Examining Task Relationships in Multitasking Consumer Search Sessions: A Query Log Analysis. ASIST ’16, Oct 14-18, 2016. Copenhagen, Denmark.
  8. Wang, Zhe & Zhang, Pengyi*. (2016) Examining User Roles in Social Q&A: the Case of Health Topics in Zhihu.com. ASIST ’16, Oct 14-18, 2016. Copenhagen, Denmark.
  9. Zhang, Pengyi & Gao, D. (2014). Collective Sensemaking in Social Media: the Case of the H7N9 Flu Pandemic in China. iConference ’14. March 3-7, Berlin, Germany.
  10. Zhang, P., Qu, Y., Chen. H., Jaeger, P. T., Wells, J., Hayes, W. S., Hays, J. E., & Jin, X. (2010), Collaborative identification and annotation of government deep Web resources: A hybrid approach. Hypertext 2010.
  11. Zhang, P., (2008), Supporting sensemaking with tools for structuring a conceptual space. The 3rd Annual i-Conference. (Feb 2008, Los Angeles)