冯时 - 东北大学 - 计算机科学与工程学院

个人简介

冯时：男，副教授，博士，硕士生导师。2011年于东北大学获计算机软件与理论博士学位，2009年至2010年间赴香港中文大学担任研究助理。目前担任中国中文信息学会青年工作委员会委员，中国中文信息学会社会媒体处理专委会委员，中国计算机学会中文信息技术专委会通讯委员。主要从事数据挖掘、机器学习和自然语言处理等方面的研究。作为项目负责人承担（完成）国家自然科学基金面上项目1项，青年基金1项和教育部基本科研业务费项目2项；参与国家重点研发项目子课题1项，国家自然科学基金面上项目3项，973子课题1项。在IJCAI、SIGIR、WWW、ACL、EMNLP、DASFAA、Knowledge and Information System，World Wide Web Journal等计算机学会A类/B类期刊会议发表（或合作）论文10余篇。目前担任IJCAI、AAAI、ACL等多个人工智能与自然语言处理国际顶级会议程序委员会委员。获得辽宁省科技进步二等奖1项、学院小牛翻译奖教金、东软奖教金。参编教材3部。个人主页：http://faculty.neu.edu.cn/cse/fengshi/

研究领域

(1) 面向社会媒体的情感分析。研究如何利用矩阵分解和深度学习技术，检测、识别与分析社会媒体数据中所蕴含的情感与情绪，并应用在个性化推荐、网络舆情分析等系统中。 (2) 情绪化、个性化聊天机器人系统。以人机情感交互为目的，以深度学习技术为手段，研究如何将情绪与个性引入到对话系统中，采用生成式或检索式的方法，获得更符合上下文语境以及情绪状态的回复。

近期论文

查看导师最新文章（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）

Pengcheng Lv, Shi Feng, Daling Wang, Yifei Zhang, Ge Yu. PersonaGAN: Personalized Response Generation via Generative Adversarial Networks. DASFAA 2020 (Accepted) (CCF B) Weichao Wang, Shi Feng, Wei Gao, Daling Wang, Yifei Zhang. A Cue Adaptive Decoder for Controllable Neural Response Generation. WWW 2020 (Accepted) (CCF A) Jia Wei, Shi Feng, Daling Wang, Yifei Zhang, Xiangju Li. Attentional Neural Network for Emotion Detection in Conversations with Speaker Influence Awareness. NLPCC 2019: 287-297 Weichao Wang, Shi Feng, Daling Wang, Yifei Zhang. Answer-guided and Semantic Coherent Question Generation in Open-domain Conversation. EMNLP 2019: 5065-5075 (CCF B) Xiangju Li, Shi Feng, Daling Wang, Yifei Zhang. Context-aware emotion cause analysis with multi-attention-based neural network. Knowledge-Based Systems. 174: 205-218 (2019) Longcan Wu, Daling Wang, Shi Feng, Yifei Zhang. MDAL: Multi-task Dual Attention LSTM Model for Semi-supervised Network Embedding. 2019: 468-483 (CCF B) Shi Feng, Yaqi Wang, Kaisong Song, Daling Wang, Ge Yu. Attention based Hierarchical LSTM Network for Context-aware Microblog Sentiment Classification. World Wide Web 22(1): 59-81 (2019) (CCF B) Xiangju Li, Kaisong Song, Shi Feng, Daling Wang, Yifei Zhang. A Co-attention Neural Network Model for Emotion Cause Analysis with Emotional Context Awareness. EMNLP 2018: 4752-4757 (CCF B) Weichao Wang, Shi Feng, Wei Gao, Daling Wang, Yifei Zhang. Personalized Microblog Sentiment Classification via Adversarial Cross-lingual Multi-task Learning. EMNLP 2018: 338-348 (CCF B) Shi Feng, Yaqi Wang, Kaisong Song, Daling Wang, Ge Yu. Detecting Multiple Coexisting Emotions in Microblogs with Convolutional Neural Networks. Cognitive Computation 10(1): 136-155 (2018) Kaisong Song, Wei Gao, Shi Feng, Daling Wang, Kam-Fai Wong, Chengqi Zhang: Recommendation vs Sentiment Analysis: A Text-Driven Latent Factor Model for Rating Prediction with Cold-Start Awareness. IJCAI 2017: 2744-2750 (CCF A) Yaqi Wang, Shi Feng, Daling Wang, Ge Yu, Yifei Zhang: Multi-label Chinese Microblog Emotion Classification via Convolutional Neural Network. APWeb 2016: 567-580 Yang Wang, Shi Feng, Daling Wang, Yifei Zhang, Ge Yu: Context-Aware Chinese Microblog Sentiment Classification with Bidirectional LSTM. APWeb 2016: 594-606 Liran Liu, Shi Feng, Daling Wang, Yifei Zhang: An Empirical Study on Chinese Microblog Stance Detection Using Supervised and Semi-supervised Machine Learning Methods. NLPCC/ICCPOL 2016: 753-765 Kaisong Song, Wei Gao, Ling Chen, Shi Feng, Daling Wang, Chengqi Zhang: Build Emotion Lexicon from the Mood of Crowd via Topic-Assisted Joint Non-negative Matrix Factorization. SIGIR 2016: 773-776 (CCF A) Wen Qu, Xiangmin Zhou, Daling Wang, Shi Feng, Yifei Zhang, Ge Yu: Intermediate Semantics Based Distance Metric Learning for Video Annotation and Similarity Measurements. WISE 2016: 227-242 Kaisong Song, Ling Chen, Wei Gao, Shi Feng, Daling Wang, Chengqi Zhang: PerSentiment: A Personalized Sentiment Classification System for Microblog Users. WWW 2016: 255-258 (CCF A) Shi Feng, Kaisong Song, Daling Wang, Ge Yu: A word-emoticon mutual reinforcement ranking model for building sentiment lexicon from massive collection of microblogs. World Wide Web 18(4): 949-967 (2015) (CCF B) Kaisong Song, Shi Feng, Wei Gao, Daling Wang, Ling Chen, Chengqi Zhang: Build Emotion Lexicon from Microblogs by Combining Effects of Seed Words and Emoticons in a Heterogeneous Graph. HT 2015: 283-292 Kaisong Song, Shi Feng, Wei Gao, Daling Wang, Ge Yu, Kam-Fai Wong: Personalized Sentiment Classification Based on Latent Individuality of Microblog Users. IJCAI 2015: 2277-2283 (CCF A) Kaisong Song, Daling Wang, Shi Feng, Yifei Zhang, Wen Qu, Ge Yu: CTROF: A Collaborative Tweet Ranking Framework for Online Personalized Recommendation. PAKDD 2014: 1-12 Shi Feng, Le Zhang, Binyang Li, Daling Wang, Ge Yu, Kam-Fai Wong: Is Twitter A Better Corpus for Measuring Sentiment Similarity? EMNLP 2013: 897-902 (CCF B) Daling Wang, Shi Feng, Dong Wang, Ge Yu: Detecting Opinion Drift from Chinese Web Comments Based on Sentiment Distribution Computing. WISE 2013: 72-81 Shi Feng, Lin Wang, Weili Xu, Daling Wang, Ge Yu: Unsupervised Learning Chinese Sentiment Lexicon from Massive Microblog Data. ADMA 2012: 27-38 Shi Feng, Jun Pang, Daling Wang, Ge Yu, Feng Yang, Dongping Xu: A novel approach for clustering sentiments in Chinese blogs based on graph similarity. Computers & Mathematics with Applications 62(7): 2770-2778 (2011) Shi Feng, Daling Wang, Ge Yu, Wei Gao, Kam-Fai Wong: Extracting common emotions from blogs based on fine-grained sentiment clustering. Knowl. Inf. Syst. 27(2): 281-302 (2011) (CCF B) Binyang Li, Lanjun Zhou, Shi Feng, Kam-Fai Wong: A Unified Graph Model for Sentence-Based Opinion Retrieval. ACL 2010: 1367-1375 (CCF A) Shi Feng, Daling Wang, Ge Yu, Binyang Li, Kam-Fai Wong: A Chinese Sentence Compression Method for Opinion Mining. AIRS 2010: 320-329 Shi Feng, Daling Wang, Ge Yu, Binyang Li, Kam-Fai Wong: Summarizing and Extracting Online Public Opinion from Blog Search Results. DASFAA 2010: 476-490 (CCF B)