Dawei Song
Impact in
- Artificial Intelligence top 0.5%
- Topic Modeling
- Sentiment Analysis and Opinion Mining
- Advanced Text Analysis Techniques
- Text and Document Classification Technologies
- Natural Language Processing Techniques
-
- Emotion and Mood Recognition
Papers in
-
- Topic Modeling 100
- Advanced Text Analysis Techniques 56
- Natural Language Processing Techniques 31
- Semantic Web and Ontologies 30
- Sentiment Analysis and Opinion Mining 29
-
- Information Retrieval and Search Behavior 80
- Web Data Mining and Analysis 25
- Co-authors
- Qiuchi Li (18 shared papers)Chen Zhang (6 shared papers)Yazhou Zhang (24 shared papers)Xiang Li (13 shared papers)Yuexian Hou (58 shared papers)Peter Bruza (37 shared papers)Bin Hu (13 shared papers)Peng Zhang (46 shared papers)
- Journals
- Lecture notes in computer science (67 papers)ACM Transactions on Information Systems (7 papers)Information Fusion (4 papers)ACM Computing Surveys (4 papers)Information Processing & Management (4 papers)
- Partner nations
- ChinaUnited KingdomAustralia
In The Last Decade
Dawei Song
278 papers receiving 5.2k citations
Dawei Song's Hit Papers
Peers
Comparison fields: 5 of 157
- Artificial Intelligence 3.2k
- Experimental and Cognitive Psychology 931
- Information Systems 1.2k
- Cognitive Neuroscience 894
- Human-Computer Interaction 207
Countries citing papers authored by Dawei Song
This map shows the geographic impact of Dawei Song's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Dawei Song with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Dawei Song more than expected).
Fields of papers citing papers by Dawei Song
This network shows the impact of papers produced by Dawei Song. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Dawei Song. The network helps show where Dawei Song may publish in the future.
Co-authors
The 25 scholars most cited alongside Dawei Song, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 295 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Aspect-based Sentiment Classification with Aspect-specific Graph Convolutional Networks Hit paper breakdown → | 2019 | 521 |
| 2 | EEG Based Emotion Recognition: A Tutorial and Review Hit paper breakdown → | 2022 | 297 |
| 3 | Exploring EEG Features in Cross-Subject Emotion Recognition Hit paper breakdown → | 2018 | 297 |
| 4 | 2016 | 229 | |
| 5 | A Survey of Controllable Text Generation Using Transformer-based Pre-trained Language Models Hit paper breakdown → | 2023 | 157 |
| 6 | 2005 | 144 | |
| 7 | 2009 | 127 | |
| 8 | 2020 | 96 | |
| 9 | 2018 | 90 | |
| 10 | 2020 | 90 | |
| 11 | 2023 | 79 | |
| 12 | 2015 | 74 | |
| 13 | 2021 | 72 | |
| 14 | 2020 | 70 | |
| 15 | 2009 | 68 | |
| 16 | 2020 | 64 | |
| 17 | 2019 | 61 | |
| 18 | 2003 | 58 | |
| 19 | 2018 | 58 | |
| 20 | EEG Based Emotion Identification Using Unsupervised Deep Feature Learning | 2015 | 56 |
About Dawei Song
Dawei Song is a scholar working on Artificial Intelligence, Information Systems, Computer Vision and Pattern Recognition, Signal Processing and Experimental and Cognitive Psychology, having authored 295 papers that have together received 5.4k indexed citations. Recurring topics across this work include Topic Modeling (100 papers), Information Retrieval and Search Behavior (80 papers), Advanced Text Analysis Techniques (56 papers), Natural Language Processing Techniques (31 papers), Advanced Image and Video Retrieval Techniques (30 papers), Semantic Web and Ontologies (30 papers), Sentiment Analysis and Opinion Mining (29 papers) and Web Data Mining and Analysis (25 papers). The work is most often cited by research in Artificial Intelligence (3.2k citations), Experimental and Cognitive Psychology (931 citations), Information Systems (1.2k citations), Cognitive Neuroscience (894 citations) and Human-Computer Interaction (207 citations). Dawei Song has collaborated with scholars based in China, United Kingdom and Australia. Frequent co-authors include Qiuchi Li, Chen Zhang, Yazhou Zhang, Xiang Li, Yuexian Hou, Peter Bruza, Bin Hu, Peng Zhang, Benyou Wang and Raymond Y.K. Lau. Their work appears in journals such as Lecture notes in computer science, ACM Transactions on Information Systems, Information Fusion, ACM Computing Surveys and Information Processing & Management.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.