基本信息

 

            赵国帅

   西安交通大学软件学院

 博士、讲师、硕士生导师

联系方式

地址:西安市咸宁西路28号西安交通大学软件学院西小楼A206

邮箱:guoshuai.zhao@xjtu.edu.cn

Personal Web:http://guoshuaizhao.com/

站点计数器
教育背景与经历

 

2019.06—至今麻省理工学院(美国)访问学者
2019.04—至今西安交通大学讲师

2015.09—2019.03

西安交通大学

工学博士

2017.10—2018.10

东北大学(美国)

国家公派联合培养博士生

2017.01—2017.07微软亚洲研究院访问学生

2012.09—2015.07

西安交通大学

工程硕士

2008.09—2012.07

黑龙江大学

工学学士

科学研究与部分成果

 

研究领域:

社会多媒体数据挖掘、检索、与个性化商品推荐

自然语言生成与个性化对话

  

学术活动:

担任人工智能领域顶级学术会议AAAI与信息系统权威期刊ACM TIST,服务计算领域权威期刊IEEE TSC,以及其他多个知名学术期刊与国际会议的审稿人或程序委员会委员。

PC Member: AAAI (2019, 2020), WWW (2020), VCIP (2018, 2019), ICME (2017-2019).

Reviewer: IEEE TSC/TWC/Access, ACM TIST, PMC, INTR, TBIT, TIIS, DSN, etc.

 

承担课题:

国家自然科学基金青年基金,基于社交用户兴趣挖掘的可解释推荐方法研究,2020.1-2022.12,主持。

博士后创新人才项目,基于社交用户行为数据分析的个性化推荐方法研究,2019.4 - 2021.3主持。

中央高校基本科研业务费,基于用户偏好对个性化推荐理由生成方法研究,2019.4 - 2023.3,主持。

 

部分论文成果:

[1].   Guoshuai Zhao, Hao Fu, Ruihua Song, Tetsuya Sakai, Zhongxia Chen, Xing Xie, Xueming Qian, “Personalized Reason Generation for Explainable Song Recommendation,” ACM Trans. Intelligent Systems and Technology, 2019, vol. 10, no. 4. pp.41:1-41:21.

[2].   Guoshuai Zhao, Xueming Qian, Xing Xie, “User-Service Rating Prediction by Exploring Social Users’ Rating Behaviors,” IEEE Trans. Multimedia, 2016, vol. 18, no. 3, pp. 496-506. 入选2017年度ESI高被引论文

[3].   Guoshuai Zhao, Xueming Qian, Xiaojiang Lei, and Tao Mei, “Service Quality Evaluation by Exploring Social Users’ Contextual Information,” IEEE Trans. Knowledge and Data Engineering, 2016, vol. 28, no. 12, pp. 3382-3394.

[4].   Guoshuai Zhao, Xiaojiang Lei, Xueming Qian, and Tao Mei, “Exploring Users’ Internal Influence from Reviews for Social Recommendation,” IEEE Trans. Multimedia, 2019, vol. 21, no. 3, pp. 771-781.

[5].   Guoshuai Zhao, Tianlei Liu, Huan Wang, Xingsong Hou, Xueming Qian, and Tao Hou, “Location Recommendation for Enterprises by Multi-Source Urban Big Data Analysis,” IEEE Trans. Service Computing, 2017, Accepted.

[6].   Guoshuai Zhao, Xueming Qian, and Chen Kang, “Service Rating Prediction by Exploring Social Mobile Users’ Geographic Locations,” IEEE Trans. Big Data, 2017, vol. 3, no. 1, pp. 67-78.

[7].   Guoshuai Zhao, Hao Fu, Ruihua Song, Tetsuya Sakai, Xing Xie, Xueming Qian, “Why You Should Listen to This Song: Reason Generation for Explainable Recommendation,” in Proc. ICDMW, 2018, pp. 1316-1322.

[8].   Guoshuai Zhao, Xueming Qian, “Service Objective Evaluation via Exploring Social Users’ Rating Behaviors,” in Proc. IEEE BigMM, 2015, pp. 228-235. [Best Paper Candidate] (获最佳论文提名)

[9].   Xueming Qian, He Feng, Guoshuai Zhao, and Tao Mei, “Personalized Recommendation Combining User Interest and Social Circle,” IEEE Trans. Knowledge and Data Engineering, 2014, vol. 26, no. 7, pp. 1487-1502.

[10] Xiaojiang Lei, Xueming Qian, Guoshuai Zhao, "Rating Prediction based on Social Sentiment from Textual Reviews," IEEE Trans. Multimedia, 2016, vol. 18, no. 9, pp. 1910-1921.