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Improving University Faculty Evaluations via multi-view Knowledge Graph 期刊论文
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2021, 卷号: 117, 页码: 181-192
Authors:  Lin, Qika;  Zhu, Yifan;  Lu, Hao;  Shi, Kaize;  Niu, Zhendong
Favorite  |  View/Download:5/0  |  Submit date:2021/03/29
University faculty evaluation  Knowledge graph  Academic development prediction  E-learning  
Recommending scientific paper via heterogeneous knowledge embedding based attentive recurrent neural networks 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2021, 卷号: 215, 页码: 12
Authors:  Zhu, Yifan;  Lin, Qika;  Lu, Hao;  Shi, Kaize;  Qiu, Ping;  Niu, Zhendong
Favorite  |  View/Download:3/0  |  Submit date:2021/04/21
Paper recommendation  Heterogeneous knowledge  Attentive recurrent neural networks  Recommendation systems  E-learning  
Automatic generation of meteorological briefing by event knowledge guided summarization model 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2020, 卷号: 192, 页码: 14
Authors:  Shi, Kaize;  Lu, Hao;  Zhu, Yifan;  Niu, Zhendong
Favorite  |  View/Download:31/0  |  Submit date:2020/06/02
Meteorological domain  Fine-tuned BERT model  Event knowledge guided summarization  EKGS model  Briefing generation framework  Meteorological decision support platform  
Wide-grained capsule network with sentence-level feature to detect meteorological event in social network 期刊论文
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2020, 卷号: 102, 页码: 323-332
Authors:  Shi, Kaize;  Gong, Changjin;  Lu, Hao;  Zhu, Yifan;  Niu, Zhendong
Favorite  |  View/Download:25/0  |  Submit date:2020/03/30
Meteorological event detection  Fine-tuned BERT  Wide-grained capsule network  SFMED model  
Social weather: A review of crowdsourcing-assisted meteorological knowledge services through social cyberspace 期刊论文
GEOSCIENCE DATA JOURNAL, 2019, 页码: 19
Authors:  Zhu, Yifan;  Zhang, Sifan;  Li, Yinan;  Lu, Hao;  Shi, Kaize;  Niu, Zhendong
Favorite  |  View/Download:36/0  |  Submit date:2020/03/30
crowdsourcing  data-driven  knowledge services  meteorological services  social space  
An opinion based cross-regional meteorological event detection model 期刊论文
WEATHER, 2019, 卷号: 74, 期号: 2, 页码: 51-55
Authors:  Zhu, Yifan;  Chambua, James;  Lu, Hao;  Shi, Kaize;  Niu, Zhendong
Favorite  |  View/Download:49/0  |  Submit date:2019/07/12
Sensing Urban Transportation Events from Multi-Channel Social Signals with the Word2vec Fusion Model 期刊论文
SENSORS, 2018, 卷号: 18, 期号: 12, 页码: 22
Authors:  Lu, Hao;  Shi, Kaize;  Zhu, Yifan;  Lv, Yisheng;  Niu, Zhendong
Favorite  |  View/Download:59/0  |  Submit date:2019/07/12
intelligent sensors  social transportation  multi-channel signals  event detection  word2vec-based event fusion  
Using Adverse Weather Data in Social Media to Assist with City-Level Traffic Situation Awareness and Alerting 期刊论文
APPLIED SCIENCES-BASEL, 2018, 卷号: 8, 期号: 7
Authors:  Lu, Hao;  Zhu, Yifan;  Shi, Kaize;  Lv, Yisheng;  Shi, Pengfei;  Niu, Zhendong
Favorite  |  View/Download:124/0  |  Submit date:2018/10/10
City-level Traffic Alerting  Adverse Weather  Social Transportation  Crowdsourcing Knowledge  Intelligent Transportation System  
Heterogeneous Knowledge-Based Attentive Neural Networks for Short-Term Music Recommendations 期刊论文
IEEE ACCESS, 2018, 卷号: 6, 页码: 58990-59000
Authors:  Lin, Qika;  Niu, Yaoqiang;  Zhu, Yifan;  Lu, Hao;  Mushonga, Keith Zvikomborero;  Niu, Zhendong
Favorite  |  View/Download:86/0  |  Submit date:2019/01/08
Heterogeneous knowledge  data embedding  entity representation  attentive neural networks  short-term music recommendation