Social Media Processing
Sentiment Analysis
Data Mining
Information Retrieval
since 2014:
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) .pdf
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) .pdf
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) .pdf
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) .pdf
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) .pdf
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) .pdf
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) .pdf
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) .pdf
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 Da-Ling, Yu Ge, Feng Shi, Zhang Yi-Fei, Bao Yu-bin: 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) .pdf
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) .pdf
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) .pdf
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)
from 2010 to 2013:
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) .pdf
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) .pdf
Daling Wang, Shi Feng, Dong Wang, Ge
Yu: Detecting Opinion Drift from Chinese Web Comments Based on Sentiment
Distribution Computing. WISE (1) 2013: 72-81 (CCF C)
Kaisong
Song, Daling Wang, Shi Feng,
Dong Wang, Ge Yu: Detecting Positive Opinion Leader
Group from Forum. WAIM 2012: 95-101 (CCF C)
Renfei Li, Daling Wang, Yifei
Zhang, Shi Feng, Ge Yu: An
Approach of Text-Based and Image-Based Multi-modal Search for Online Shopping.
WAIM 2012: 172-184 (CCF C)
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) .pdf
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) .pdf
Wang Da-Ling, Yu Ge, Bao Yu-Bin, Zhang Mo, Shen
Zhou: Dynamically Generalizing Web Pages Based on Users’ Search Intentions.
Journal of Software, 21(5): 1083-1097 (2010) (in Chinese) (China’s Top Journal) .pdf
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
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)