r-HUMO: A Risk-aware Human-Machine Cooperation Framework for Entity Resolution with Quality Guarantees. IEEE Transactions on Knowledge and Data Engineering (TKDE), 2018.
Boyi Hou, Qun Chen, Zhaoqiang Chen, Youcef Nafa, Zhanhuai Li
[Abstract]
[Bibtex]
[PDF]
[Technical report]
@article{hou2018rhumo,
title={r-HUMO: A Risk-aware Human-Machine Cooperation Framework for Entity Resolution with Quality Guarantees},
author={Hou, Boyi and Chen, Qun and Chen, Zhaoqiang and Nafa, Youcef and Li, Zhanhuai},
booktitle={IEEE Transactions on Knowledge and Data Engineering (TKDE)},
year={2018},
doi={10.1109/TKDE.2018.2883532},
publisher={IEEE},
}
Relational data imputation with quality guarantee. Information Sciences, 2018.
Fengfeng Fan, Zhanhuai Li, Qun Chen, Lei Chen
[Abstract]
[Bibtex]
[PDF]
@article{FAN2018305,
title={Relational data imputation with quality guarantee},
author={Fengfeng Fan and Zhanhuai Li and Qun Chen and Lei Chen},
journal={Information Sciences},
volume={465},
pages={305 - 322},
year={2018},
issn={0020-0255},
doi={https://doi.org/10.1016/j.ins.2018.07.017},
url={http://www.sciencedirect.com/science/article/pii/S0020025518305309},
}
Improving Machine-based Entity Resolution with Limited Human Effort: A Risk Perspective. International Workshop on Real-Time Business Intelligence and Analytics, 2018.
Zhaoqiang Chen, Qun Chen, Boyi Hou, Murtadha Ahmed, Zhanhuai Li
[Abstract]
[Bibtex]
[PDF]
[Technical report]
@inproceedings{chen2018risker,
title={Improving Machine-based Entity Resolution with Limited Human Effort: A Risk Perspective},
author={Chen, Zhaoqiang and Chen, Qun and Hou, Boyi and Ahmed, Murtadha and Li, Zhanhuai},
booktitle={Proceedings of the International Workshop on Real-Time Business Intelligence and Analytics},
series={BIRTE'18},
numpages={5},
year={2018},
doi={10.1145/3242153.3242156},
publisher={ACM},
}
Enabling Quality Control for Entity Resolution: A Human and Machine Cooperation Framework. ICDE 2018.
Zhaoqiang Chen, Qun Chen, Fengfeng Fan, Yanyan Wang, Zhuo Wang, Youcef Nafa, Zhanhuai Li, Hailong Liu, Wei Pan
[Abstract]
[Bibtex]
[PDF]
[Slides]
@INPROCEEDINGS{chen2018humo,
author={Z. Chen and Q. Chen and F. Fan and Y. Wang and Z. Wang and Y. Nafa and Z. Li and H. Liu and W. Pan},
booktitle={2018 IEEE 34th International Conference on Data Engineering (ICDE)},
title={Enabling Quality Control for Entity Resolution: A Human and Machine Cooperation Framework},
year={2018},
pages={1156-1167},
doi={10.1109/ICDE.2018.00107},
month={April},
}
SenHint: A Joint Framework for Aspect-level Sentiment Analysis by Deep Neural Networks and Linguistic Hints. WWW 2018.
Yanyan Wang, Qun Chen, Xin Liu, Murtadha Ahmed, Zhanhuai Li, Wei Pan, Hailong Liu
[Abstract]
[Bibtex]
[PDF]
[Homepage]
@inproceedings{DBLP:conf/www/WangCLALPL18,
author = {Yanyan Wang and
Qun Chen and
Xin Liu and
Murtadha H. M. Ahmed and
Zhanhuai Li and
Wei Pan and
Hailong Liu},
title = {SenHint: {A} Joint Framework for Aspect-level Sentiment Analysis by
Deep Neural Networks and Linguistic Hints},
booktitle = {Companion of the The Web Conference 2018 on The Web Conference 2018,
{WWW} 2018, Lyon , France, April 23-27, 2018},
pages = {207--210},
year = {2018},
crossref = {DBLP:conf/www/2018c},
url = {http://doi.acm.org/10.1145/3184558.3186980},
doi = {10.1145/3184558.3186980},
timestamp = {Tue, 24 Apr 2018 14:09:22 +0200},
biburl = {https://dblp.org/rec/bib/conf/www/WangCLALPL18},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
GraphU: A Unified Vertex-Centric Parallel Graph Processing Platform. ICDCS 2018.
Jing Su, Qun Chen, Zhuo Wang, Murtadha Ahmed, Zhanhuai Li
[Abstract]
[PDF]
[Homepage]
Reasoning about attribute value equivalence in relational data. Information Systems, 2018.
Fengfeng Fan, Zhanhuai Li, Qun Chen, Lei Chen
[Abstract]
[Bibtex]
[PDF]
@article{Fan2018Reasoning,
title={Reasoning about Attribute Value Equivalence in Relational Data},
author={Fan, Fengfeng and Li, Zhanhuai and Chen, Qun and Chen, Lei},
journal={Information Systems},
volume={75},
year={2018},
}
Reducing Partition Skew on MapReduce: An Incremental Allocation Approach. Frontiers of Computer Science, 2018.
Zhuo Wang, Qun Chen, Bo Suo, Wei Pan, Zhanhuai Li
[Abstract]
[PDF]
GL-RF: A Reconciliation Framework for Label-free Entity Resolution. Frontiers of Computer Science, 2018.
Yaoli Xu, Zhanhuai Li, Qun Chen, Fengfeng Fan
[Abstract]
[PDF]
POOLSIDE: An Online Probabilistic Knowledge Base for Shopping Decision Support. CIKM 2017.
Ping Zhong, Zhanhuai Li, Qun Chen, Yanyan Wang, Lianping Wang, Murtadha HM Ahmed, Fengfeng Fan
[Abstract]
[Bibtex]
[PDF]
[Homepage]
@inproceedings{DBLP:conf/cikm/ZhongLCWWAF17,
author = {Ping Zhong and
Zhanhuai Li and
Qun Chen and
Yanyan Wang and
Lianping Wang and
Murtadha H. M. Ahmed and
Fengfeng Fan},
title = {{
POOLSIDE:} An Online Probabilistic Knowledge Base for Shopping Decision
Support},
booktitle = {Proceedings of the 2017 {ACM} on Conference on Information and Knowledge
Management, {CIKM} 2017, Singapore, November 06 - 10, 2017},
pages = {2559--2562},
year = {2017},
crossref = {DBLP:conf/cikm/2017},
url = {http://doi.acm.org/10.1145/3132847.3133168},
doi = {10.1145/3132847.3133168},
timestamp = {Tue, 07 Nov 2017 16:24:37 +0100},
biburl = {https://dblp.org/rec/bib/conf/cikm/ZhongLCWWAF17},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
A Human-and-Machine Cooperative Framework for Entity Resolution with Quality Guarantees. ICDE 2017.
Zhaoqiang Chen, Qun Chen, Zhanhuai Li
[Abstract]
[Bibtex]
[PDF]
[Homepage]
@inproceedings{DBLP:conf/icde/ChenCL17,
author = {Zhaoqiang Chen and
Qun Chen and
Zhanhuai Li},
title = {A Human-and-Machine Cooperative Framework for Entity Resolution with
Quality Guarantees},
booktitle = {33rd {IEEE} International Conference on Data Engineering, {ICDE} 2017,
San Diego, CA, USA, April 19-22, 2017},
pages = {1405--1406},
year = {2017},
crossref = {DBLP:conf/icde/2017},
url = {https://doi.org/10.1109/ICDE.2017.197},
doi = {10.1109/ICDE.2017.197},
timestamp = {Wed, 24 May 2017 11:31:57 +0200},
biburl = {https://dblp.org/rec/bib/conf/icde/ChenCL17},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
Parallelizing maximal clique and k-plex enumeration over graph data. Journal of Parallel and Distributed Computing, 2017.
Zhuo Wang, Qun Chen, Boyi Hou, Bo Suo, Zhanhuai Li, Wei Pan, Zachary G. Ives
[Abstract]
[Bibtex]
[PDF]
@article{Wang2017Parallelizing,
title={Parallelizing maximal clique and k-plex enumeration over graph data},
author={Wang, Zhuo and Chen, Qun and Hou, Boyi and Suo, Bo and Li, Zhanhuai and Pan, Wei and Ives, Zachary G.},
journal={Journal of Parallel & Distributed Computing},
volume={106},
pages={79-91},
year={2017},
}
DFA-G: A Unified Programming Model for Vertex-centric Parallel Graph Processing. ICDM 2016.
Bo Suo, Jing Su, Qun Chen, Zhanhuai Li, Wei Pan
[Abstract]
[Bibtex]
[PDF]
[Homepage]
@inproceedings{DBLP:conf/icdm/SuoSCLP16,
author = {Bo Suo and
Jing Su and
Qun Chen and
Zhanhuai Li and
Wei Pan},
title = {{DFA-G:} {A} Unified Programming Model for Vertex-Centric Parallel
Graph Processing},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} Workshops
2016, December 12-15, 2016, Barcelona, Spain.},
pages = {1328--1331},
year = {2016},
crossref = {DBLP:conf/icdm/2016w},
url = {https://doi.org/10.1109/ICDMW.2016.0196},
doi = {10.1109/ICDMW.2016.0196},
timestamp = {Thu, 21 Dec 2017 12:14:38 +0100},
biburl = {https://dblp.org/rec/bib/conf/icdm/SuoSCLP16},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
A probabilistic ranking framework for web-based relational data imputation. Information Sciences, 2016.
Zhaoqiang Chen, Qun Chen, Jiajun Li, Zhanhuai Li, Lei Chen
[Abstract]
[Bibtex]
[PDF]
@article{Chen2016A,
title={A probabilistic ranking framework for web-based relational data imputation},
author={Chen, Zhaoqiang and Chen, Qun and Li, Jiajun and Li, Zhanhuai and Chen, Lei},
journal={Information Sciences},
volume={355–356},
number={C},
pages={152-168},
year={2016},
}