张鹏

张鹏,男,博士

复旦大学计算机科学技术学院助理研究员

研究方向:跨社会媒体的用户行为分析、文本建模与分析等

在CSCW、KBS等领域权威学术会议及期刊上发表了多篇学术论文,曾获ChineseCSCW’17 最佳论文奖。

 

研究成果:

[1] Peng Zhang, Haiyi Zhu, Tun Lu, Hansu Gu, Wenjian Huang, Ning Gu. Understanding relationship overlapping on social network sites: A case study of Weibo and Douban. The 2018 ACM Conference on Computer Supported Cooperative Work and Social Computing. (CCF Rank A)

[2] Peng Zhang, Tun Lu, Hansu Gu, Xianghua Ding, Ning Gu. How do you interact with your old friends on a new site:Understanding social ties among different social network sites. Proceedings of the 12th Chinese Conference on Computer Supported Cooperative Work and Social Computing, ACM, 2017: 2-9. (Best Paper Award)

[3] Peng Zhang, Tun Lu, Hansu Gu, Ning Gu. Identifying User identity across social network sites based on overlapping relationship and social interaction. Proceedings of the 12th Chinese Conference on Computer Supported Cooperative Work and Social Computing, ACM, 2017: 25-32.

[4] Peng Zhang, Hansu Gu, Mike Gartrell, Tun Lu, Xianghua Ding, Ning Gu. Group-based Latent Dirichlet Allocation (Group-LDA): Effective audience detection for books in online social media. Knowledge-Based Systems, 2016, 105: 134-146. (SCI&EI, IF: 4.529)

[5] Peng Zhang, Hong Liu, Yan-hui Ding. Crowd simulation based on constrained and controlled group formation. The Visual Computer, 2015, 31(1): 5-18. (SCI&EI, IF: 1.468)

[6] Peng Zhang, Hong Liu, Yan-hui Ding. Dynamic bee colony algorithm based on multi-species co-evolution. Applied Intelligence, 2014, 40(3): 427-440. (SCI&EI, IF: 1.904)

[7] 张 鹏, 刘 弘, 刘 鹏. 改进的蜂群算法及其在 CBD 选址规划中的应用. 计算机科学, 2013, 40(8): 210-213.

[8] 张 鹏, 刘 弘, 王爱霖. 基于人工蜂群算法的疏散运动仿真. 计算机工程, 2013, 39(7): 261-264,283.

[9] Haiming Wang, Peng Zhang, Tun Lu, Hansu Gu, Ning Gu. Hybrid recommendation model based on incremental collaborative filtering and content-based algorithms. 2017 IEEE International Conference on Computer Supported Cooperative Work in Design (CSCWD). IEEE, 2017: 337-342. (CCF Rank C)

[10] Haiyang Ding, Peng Zhang, Tun Lu, Hansu Gu, Ning Gu. Credit scoring using ensemble classification based on variable weighting clustering. 2017 IEEE International Conference on Computer Supported Cooperative Work in Design (CSCWD). IEEE, 2017: 509-514. (CCF Rank C)

[11] Eying Wu, Peng Zhang, Tun Lu, Hansu Gu, Ning Gu. Behavior prediction using an improved hidden markov model to support people with disabilities in smart homes. 2016 IEEE International Conference on Computer Supported Cooperative Work in Design (CSCWD). IEEE, 2016: 560-565. (CCF Rank C)

[12] Hong Liu, Peng Zhang, Bin Hu, et al. A novel approach to task assignment in a cooperative multi-agent design system. Applied Intelligence, 2015, 43(1): 162-175. (SCI&EI, IF: 1.904)

[13] 曹浩哲, 张 鹏, 卢 暾, 顾寒苏, 顾 宁. 基于传感器距离的实时用户活动识别建模方法. 计算机工程. (录用)

[14] Yiru Fang, Tun Lu, Peng Zhang, Hansu Gu, Ning Gu. Exploring the Effect of Politeness on User Contribution in Q&A sites: A Case Study of Stack Overflow. 2018 IEEE International Conference on Computer Supported Cooperative Work in Design (CSCWD). (CCF Rank C, Accept)

[15] Chunyu Hu, Hong Liu, Peng Zhang. Cooperative co-evolutionary Artificial Bee Colony algorithm based on hierarchical communication model. Chinese Journal of Electronics, 2016, 25(3): 570-576. (EI)

[16] 晁素娜, 刘 弘, 张 鹏. 基于改进萤火虫算法的人群疏散仿真. 山东师范大学学报: 自然科学版, 2015, 30(1): 33-37.

[17] 王爱霖, 刘 弘, 张 鹏. 基于遗传算法和微粒群算法的群体动画造型平台. 计算机科学, 2013, 40(1): 244-246.

[18] Wanlu Shi, Dongsheng Li, Tun Lu, Peng Zhang, Ning Gu. Multi-task matrix factorization for collaborative filtering. 2017 IEEE International Conference on Computer Supported Cooperative Work in Design (CSCWD). IEEE, 2017: 343-348. (CCF Rank C)