mmexport1542542663622

 

 

          

 

*      Research Interests:

*       Social Media Processing

*       Sentiment Analysis

*       Data Mining

*       Information Retrieval

 

*      Selected Publication (since 2014):

*      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)

*      Hongliang Xie, Shi Feng, Daling Wang, Yifei Zhang: A Novel Attention Based CNN Model for Emotion Intensity Prediction. NLPCC (1) 2018: 365-377

*      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)

*      Yu Xiong, Yifei Zhang, Daling Wang, Shi Feng: Picture or it didn't happen: catch the truth for events. Multimedia Tools Appl. 76(14): 15681-15706 (2017)  (CCF C)

*      Mingzhou Yang, Daling Wang, Shi Feng, Yifei Zhang: An Empirical Study on Learning Based Methods for User Consumption Intention Classification. NLPCC 2017: 910-918

*      Huang Faliang, Fen Shi, Wang Daling, Yu Ge. 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)

*      Yaqi Wang, Shi Feng, Daling Wang, Ge Yu, Yifei Zhang: Multi-label Chinese Microblog Emotion Classification via Convolutional Neural Network. APWeb (1) 2016: 567-580  (CCF C)

*      Yang Wang, Shi Feng, Daling Wang, Yifei Zhang, Ge Yu: Context-Aware Chinese Microblog Sentiment Classification with Bidirectional LSTM. APWeb (1) 2016: 594-606  (CCF C)

*      Chu Wang, Daling Wang, Shi Feng, Yifei Zhang: An Approach of Fuzzy Relation Equation and Fuzzy-Rough Set for Multi-label Emotion Intensity Analysis. DASFAA Workshops 2016: 65-80

*      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

*      Dandan Sha, Daling Wang, Xiangmin Zhou, Shi Feng, Yifei Zhang, Ge Yu: An Approach for Clothing Recommendation Based on Multiple Image Attributes. WAIM (1) 2016: 272-285  (CCF C)

*      Jinglian Liu, Daling Wang, Shi Feng, Yifei Zhang, Weiji Zhao: A Novel Approach of Discovering Local Community Using Node Vector Model. WISE (1) 2016: 513-521  (CCF C)

*      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 (1) 2016: 227-242  (CCF C)

*      Wang Daling, Yu Ge, Feng Shi, Zhang Yifei, Bao Yubin: 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)

*      Wen Qu, Yifei Zhang, Daling Wang, Shi Feng, Ge Yu: Semantic movie summarization based on string of IE-RoleNets. Computational Visual Media 1(2): 129-141 (2015)

*      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

*      Chu Wang, Shi Feng, Daling Wang, Yifei Zhang: Fuzzy-Rough Set Based Multi-labeled Emotion Intensity Analysis for Sentence, Paragraph and Document. NLPCC 2015: 444-452

*      Yaqi Wang, Shi Feng, Daling Wang, Yifei Zhang: NEUDM: A System for Topic-Based Message Polarity Classification. SIGHAN@IJCNLP 2015: 185-189

*      Yang Wang, Yaqi Wang, Shi Feng, Daling Wang, Yifei Zhang: NDMSCS: A Topic-Based Chinese Microblog Polarity Classification System. SIGHAN@IJCNLP 2015: 180-184

*      Kaisong Song, Daling Wang, Shi Feng, Yifei Zhang, Wen Qu, Ge Yu: CTROF: A Collaborative Tweet Ranking Framework for Online Personalized Recommendation. PAKDD (2) 2014: 1-12  (CCF C)

*      Wen Qu, Yifei Zhang, Shi Feng, Daling Wang, Ge Yu: Action-Scene Model for Recognizing Human Actions from Background in Realistic Videos. WAIM 2014: 566-577  (CCF C)

*      Yu Xiong, Daling Wang, Yifei Zhang, Shi Feng, Guoren Wang: Multimodal Data Fusion in Text-Image Heterogeneous Graph for Social Media Recommendation. WAIM 2014: 96-99  (CCF C)

*      Yifei Zhang, Mingming Zhu, Daling Wang, Shi Feng: Logo Detection and Recognition Based on Classification. WAIM 2014: 805-816  (CCF C)

*      Mingqiang Wang, Mengting Liu, Shi Feng, Daling Wang, Yifei Zhang: A Novel Calibrated Label Ranking Based Method for Multiple Emotions Detection in Chinese Microblogs. NLPCC 2014: 238-250

*      Shi Feng, Le Zhang, Daling Wang, Yifei Zhang: A Unified Microblog User Similarity Model for Online Friend Recommendation. NLPCC 2014: 286-298

*      Rong-hua Hu, Xiao-Mei Dong, Da-ling Wang: Protecting Data Source Location Privacy in Wireless Sensor Networks against a Global Eavesdropper. IJDSN 10 (2014)

*      Rong-hua Hu, Xiao-Mei Dong, Da-ling Wang: Mutual Defense Scheme for Secure Data Aggregation in Wireless Sensor Networks. IJDSN 10 (2014)

*      Wang Daling, Feng Shi, Zhang Yifei, Yu Ge. Study on the Recommendations of Multi-modal and Multi-level Resources in Social Media. CAAI Transactions on Intelligent Systems, 9(3): 265-275 (2014) (in Chinese)

 

*      Teaching:

*      Operating System (including course design), junior student, spring term

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

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

 

*      Research Project:

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

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

*      Modeling Multi-Level Resource Recommendation of Social Media Based on Broad-Sense Content Analysis, NSFC (Natural Science Foundation of China), 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), 2010.1~2012.12 (Project Leader)

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

*      Study on Human-Machine Conversation Text Generation Technique for Emotional Interaction, NSFC (Natural Science Foundation of China), 2019.1~2022.12 (Project Member, rank 2nd)