mmexport1542542663622

 

                 

 

*            Research Interests

*     Social Media Processing

*     Sentiment Analysis

*     Data Mining

*     Information Retrieval

 

*            Selected Publication (CCF A or B, China’s Top Journal)

 

*     since 2010:

*     Xiaocui Yang, Shi Feng, Daling Wang, Yifei Zhang: Image-text Multimodal Emotion Classification via Multi-view Attentional Network. IEEE Transactions on Multimedia. Published online (CCF B)

*     Pengcheng Lv, Shi Feng, Daling Wang, Yifei Zhang, Ge Yu: PersonaGAN: Personalized Response Generation via Generative Adversarial Networks. DASFAA (1) 2020: 570-586 (CCF B)

*     Shifeng Li, Shi Feng, Daling Wang, Kaisong Song, Yifei Zhang, Weichao Wang: EmoElicitor: An Open Domain Response Generation Model with User Emotional Reaction Awareness. IJCAI 2020: 3637-3643 (CCF A)

*     Weichao Wang, Shi Feng, Wei Gao, Daling Wang, Yifei Zhang: A Cue Adaptive Decoder for Controllable Neural Response Generation. WWW 2020: 2570-2576 (CCF A)

*     Weichao Wang, Shi Feng, Daling Wang, Yifei Zhang: Answer-guided and Semantic Coherent Question Generation in Open-domain Conversation. EMNLP 2019: 5069-5079 (CCF B)

*     Longcan Wu, Daling Wang, Shi Feng, Yifei Zhang, Ge Yu: MDAL: Multi-task Dual Attention LSTM Model for Semi-supervised Network Embedding. DASFAA (1) 2019: 468-483 (CCF B)

*     Jinglian Liu, Daling Wang, Shi Feng, Yifei Zhang. A Novel Local Community Detection Approach Based on Fuzzy Similarity Relation. (Accepted by Chinese Journal of Computer) (China’s Top Journal)

*     Shi Feng, Yang Wang, Liran Liu, 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)

*     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)

*     Wen Qu, Daling Wang, Shi Feng, Yifei Zhang, Ge Yu: A novel cross-modal hashing algorithm based on multimodal deep learning. SCIENCE CHINA Information Sciences 60(9): 092104:1-092104:14 (2017) (CCF B)

*     Faliang Huang, Shi Feng, Daling Wang, Ge Yu. Mining Topic Sentiment in Microblogging Based on Multi-feature Fusion. Chinese Journal of Computer, 40(4): 872-888 (2017) (in Chinese) (China’s Top Journal)

*     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)

*     Kaisong Song, Ling Chen, Wei Gao, Shi Feng, Daling Wang, Chengqi Zhang: PerSentiment: A Personalized Sentiment Classification System for Microblog Users. WWW (Companion Volume) 2016: 255-258 (CCF A)

*     Daling Wang, Ge Yu, Shi Feng, Yifei Zhang, Yubin Bao: Research on Modeling Entities and Their Relations for Social Media Search. Chinese Journal of Computer, 39(4): 658-674 (2016) (in Chinese) (China’s Top Journal)

*     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)

*     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)

*     Ronghua Hu, Xiaomei Dong, Daling Wang: Defense Mechanism Against Node Replication Attacks and Sybil Attacks in Wireless Sensor Networks. Acta Electronica Sinica, 43(4): 743-752 (2015) (in Chinese) (China’s Top Journal)

*     Wen Qu, Kaisong Song, Yifei Zhang, Shi Feng, Daling Wang, Ge Yu: A Novel Approach Based on Multi-View Content Analysis and Semi-Supervised Enrichment for Movie Recommendation. J. Comput. Sci. Technol. 28(5): 776-787 (2013) (CCF B)

*     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)

*     Ronghua Hu, XiaoMei Dong, Daling Wang: SenLeash: a restricted defense mechanism against wormhole attacks in wireless sensor network. Journal on Communications, 34(10): 65-75 (2013) (in Chinese) (China’s Top Journal)

*     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)

*     Shi Feng, Daling Wang, Ge Yu, Binyang Li, Kam-Fai Wong: Summarizing and Extracting Online Public Opinion from Blog Search Results. DASFAA (1) 2010: 476-490 (CCF B)

*     Daling Wang, Ge Yu, Yubin Bao, Mo Zhang, Zhou Shen: Dynamically Generalizing Web Pages Based on Users’ Search Intentions. Journal of Software, 21(5): 1083-1097 (2010) (in Chinese) (China’s Top Journal)

 

*            Patent

*      Daling Wang, Dandan Sha, Shi Feng, Yifei Zhang, Ge Yu. A personalized clothing recommendation method based on content analysis of clothing image and label text. CN107679960B. 2020.06.09 [authorization]

*      Daling Wang, Hongchen Liu, Shi Feng, Yifei Zhang. A local adaptive optimization method based on transitive relation for knowledge graph. CN109840283B. 2019.09.01 [authorization]

*      Daling Wang, Chu Wang, Shi Feng, Yifei Zhang. An optimization method based on fuzzy theory for knowledge graph. CN109840282A. 2019.06.04 [published]

*      Shi Feng, Hongliang Xie, Daling Wang, Yifei Zhang. A multi-labeled emotion intensity prediction method based on hierarchical convolutional neural network. CN110472245A. 2019.11.19 [published]

*      Daling Wang, Yinghao Chen, Shi Feng, Yifei Zhang. A approach of building user profile and its application for scholars. CN110968782A. 2020.04.07 [published]

 

*            Teaching

*     Operating System (including course design), junior student, spring term (the course is also offered in MOOC at Chinese universities)

*     Knowledge Discovery and Data Mining, master's degree, autumn term

*     Social Network and Social Media Analysis, doctoral candidate, autumn term

 

*            Research Project (National)

*     Real-Time and High Precision Dynamic Scholars Profile Construction, National Key Research and Development Projects (Sub-Projects), 2018YFB1004702, 2018.7~2021.6 (Project Leader)

*     Diversified Social Relation Active Learning Based on Social Media Mining, NSFC (Natural Science Foundation of China), 61772122, 2018.1~2021.12 (Project Leader)

*     Modeling Multi-Level Resource Recommendation of Social Media Based on Broad-Sense Content Analysis, NSFC (Natural Science Foundation of China), 61370074, 2014.1~2017.12 (Project Leader)

*     Study on Key Techniques of Opinion Mining and Opinion-Based Community Discovery for Web Public Opinion Analysis, NSFC (Natural Science Foundation of China), 60973019, 2010.1~2012.12 (Project Leader)

*     Research on User Motivation Deduction Model for New Generation Search Engine, NSFC (Natural Science Foundation of China), 60573090, 2006.1~2008.12 (Project Leader)

*     Study on Human-Machine Conversation Text Generation Technique for Emotional Interaction, NSFC (Natural Science Foundation of China), 61872074, 2019.1~2022.12 (Project Member, rank 2nd. The project leader is Shi Feng)

*     Study on Zero-Input Personalization Techniques for High Quality E-Services on Internet, NSFC (Natural Science Foundation of China), 60173051, 2002.1~2004.12 (Project Member, rank 2nd. The project leader is Ge Yu)