gMission

an open sourced spatial crowdsourcing platform

 

 

   

 


group photo

(front row, left to right) Jieying She, Ting Wu, Rui Meng, Yexin Li (back row, left to right) Yue Wang, Leihao Xia, Ziyuan Zhao, Chen Zhang, Rui Fu, Zhao Chen(first author), Chen Cao, Peng Cheng

ACM VLDB 2014 Excellent Demonstration Award

Among nearly 200 global submissions and 42 final candidates, the demo system "gMission: a General Spatial Crowdsourcing Platform" by Zhao CHEN (PG), Rui FU (PG), Ziyuan ZHAO (PG), Zheng LIU (PG), Leihao XIA (PG), Prof Lei CHEN, Peng CHENG (PG), Dr Chen CAO (Post-doc), Dr Yongxin TONG (PG graduate) and Chen ZHANG (PG) was awarded the Excellent Demonstration Award in the 40th International Conference on Very Large Data Bases(VLDB) 2014 in Hangzhou, China.

  • Zhao Chen, Peng Cheng, Lei Chen, Xuemin Lin, and Cyrus Shahabi. "Fair Task Assignment in Spatial Crowdsourcing." In 46th International Conference on Very Large Data Bases 2020, Proceedings of the VLDB Endowment, Vol. 13.  
  • Ni, Wangze, Peng Cheng, Lei Chen, and Xuemin Lin. "Task Allocation in Dependency-aware Spatial Crowdsourcing." In 2020 IEEE 36th International Conference on Data Engineering, pp. 985-996. (ICDE 2020). IEEE
  • Tong, Yongxin, Yuxiang Zeng, Boling Ding, Libin Wang, and Lei Chen. "Two-sided online micro-task assignment in spatial crowdsourcing." IEEE Transactions on Knowledge and Data Engineering. (TKDE 2019). IEEE
  • Cheng, Peng, Lei Chen, and Jieping Ye. "Cooperation-Aware Task Assignment in Spatial Crowdsourcing." In 2019 IEEE 35th International Conference on Data Engineering, pp. 1442-1453. (ICDE 2019). IEEE
  • Chen, Zhao, Peng Cheng, Yuxiang Zeng, and Lei Chen. "Minimizing maximum delay of task assignment in spatial crowdsourcing." In 2019 IEEE 35th International Conference on Data Engineering, pp. 1454-1465. (ICDE 2019). IEEE
  • Zheng, Libin, Peng Cheng, and Lei Chen. "Auction-based order dispatch and pricing in ridesharing." In 2019 IEEE 35th International Conference on Data Engineering, pp. 1034-1045. (ICDE 2019). IEEE
  • Cheng, Peng, Xun Jian, and Lei Chen. "An experimental evaluation of task assignment in spatial crowdsourcing." Proceedings of the VLDB Endowment 11, no. 11 (2018): 1428-1440. (VLDB 2018). ACM.DL
  • Tong, Yongxin, Libin Wang, Zimu Zhou, Lei Chen, Bowen Du, and Jieping Ye. "Dynamic pricing in spatial crowdsourcing: A matching-based approach." In Proceedings of the 2018 International Conference on Management of Data, pp. 773-788. 2018. (SIGMOD 2018). ACM.DL
  • Zeng, Yuxiang, Yongxin Tong, Lei Chen, and Zimu Zhou. "Latency-oriented task completion via spatial crowdsourcing." In 2018 IEEE 34th International Conference on Data Engineering, pp. 317-328. (ICDE 2018). IEEE
  • Cheng, Peng, Hao Xin, and Lei Chen. "Utility-aware ridesharing on road networks." In Proceedings of the 2017 ACM International Conference on Management of Data, pp. 1197-1210. (SIGMOD 2017). ACM.DL
  • Tong, Yongxin, Libin Wang, Zhou Zimu, Bolin Ding, Lei Chen, Jieping Ye, and Ke Xu. "Flexible online task assignment in real-time spatial data." Proceedings of the VLDB Endowment 10, no. 11 (2017): 1334-1345. (VLDB 2017). ACM.DL
  • Song, Tianshu, Yongxin Tong, Libin Wang, Jieying She, Bin Yao, Lei Chen, and Ke Xu. "Trichromatic online matching in real-time spatial crowdsourcing." In 2017 IEEE 33rd International Conference on Data Engineering (ICDE), pp. 1009-1020. (ICDE 2017). IEEE
  • Cheng, Peng, Xiang Lian, Lei Chen, and Cyrus Shahabi. "Prediction-based task assignment in spatial crowdsourcing." In 2017 IEEE 33rd International Conference on Data Engineering, pp. 997-1008. (ICDE 2017). IEEE
  • Tong, Yongxin, Jieying She, Bolin Ding, Libin Wang, and Lei Chen. "Online mobile micro-task allocation in spatial crowdsourcing." In 2016 IEEE 32Nd international conference on data engineering (ICDE), pp. 49-60. (ICDE 2016). IEEE
  • Cheng, Peng, Xiang Lian, Lei Chen, Jinsong Han, and Jizhong Zhao. "Task assignment on multi-skill oriented spatial crowdsourcing." IEEE Transactions on Knowledge and Data Engineering 28, no. 8 (2016): 2201-2215. (TKDE 2016). IEEE
  • Cheng, Peng, Xiang Lian, Zhao Chen, Rui Fu, Lei Chen, Jinsong Han, and Jizhong Zhao. "Reliable Diversity-Based Spatial Crowdsourcing by Moving Workers." Proceedings of the VLDB Endowment 8, no. 10 (2015). (VLDB 2015). ACM.DL
  • Zhang, Chen Jason, Yongxin Tong, and Lei Chen. "Where to: Crowd-aided path selection." Proceedings of the VLDB Endowment 7, no. 14 (2014): 2005-2016. (VLDB 2015). PDF
  • Wu, Ting, Lei Chen, Pan Hui, Chen Jason Zhang, and Weikai Li. "Hear the whole story: Towards the diversity of opinion in crowdsourcing markets." Proceedings of the VLDB Endowment 8, no. 5 (2015): 485-496. (VLDB 2015). PDF
  • Chen, Zhao, Rui Fu, Ziyuan Zhao, Zheng Liu, Leihao Xia, Lei Chen, Peng Cheng, Caleb Chen Cao, Yongxin Tong, and Chen Jason Zhang. "gmission: A general spatial crowdsourcing platform." Proceedings of the VLDB Endowment 7, no. 13 (2014): 1629-1632. (VLDB 2014). PDF
  • Cao, Caleb Chen, Jieying She, Yongxin Tong, and Lei Chen. "Whom to Ask? Jury Selection for Decision Making Tasks on Micro-blog Services." Proceedings of the VLDB Endowment 5, no. 11 (2012). (VLDB 2012). PDF
  • Cao, Caleb Chen, Yongxin Tong, Lei Chen, and H. V. Jagadish. "Wisemarket: a new paradigm for managing wisdom of online social users." In Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining, pp. 455-463. 2013. (KDD 2013). ACM.DL
  • Zhang, Chen Jason, Lei Chen, Hosagrahar V. Jagadish, and Chen Caleb Cao. "Reducing uncertainty of schema matching via crowdsourcing." Proceedings of the VLDB Endowment 6, no. 9 (2013): 757-768 (VLDB 2013). ACM.DL

Want to contribute to gMission? Check out our GitHub page

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Prof. Lei CHEN

Professor, HKUST

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Prof. Yongxin TONG

Professor, Beihang University

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Zhao CHEN

Ph.D. Student, HKUST

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Anand INASU CHITTILAPPILLY

Ph.D. Student, HKUST

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Xun JIAN

Ph.D. Student, HKUST

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Libin ZHENG

PostDoc, HKUST

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Dr. Caleb Chen CAO

PostDoc, HKUST
2014-2015

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Peng CHENG

Ph.D & PostDoc, HKUST
2014-2019

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Rui FU

M.Phil. Student, HKUST
2014-2015

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Leihao XIA

M.Phil. Student, HKUST
2014-2015

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Ziyuan ZHAO

M.Phil. Student, HKUST
2014-2015

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University of Southern California

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The National Natural Science Foundation of China (NSFC)

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