Effective, Efficient and Scalable Query Processing of Geo-textual Streams

Funding: 2017: $102,000
2019: $204,000
2021: $102,000
2018: $204,000
2020: $204,000

Project Member(s): Zhang, Y.

Funding or Partner Organisation: Australian Research Council (ARC Future Fellowships)
Australian Research Council (ARC Future Fellowships)

Start year: 2017

Publications:

Zhang, F, Li, C, Zhang, Y, Qin, L & Zhang, W 2020, 'Finding Critical Users in Social Communities: The Collapsed Core and Truss Problems.', IEEE Trans. Knowl. Data Eng., vol. 32, no. 1, pp. 78-91.
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Fang, Y, Huang, X, Qin, L, Zhang, Y, Zhang, W, Cheng, R & Lin, X 2019, 'A Survey of Community Search Over Big Graphs.', CoRR, vol. abs/1904.12539, no. 1, pp. 353-392.
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Li, W, Qiao, M, Qin, L, Zhang, Y, Chang, L & Lin, X 2019, 'Eccentricities on small-world networks.', VLDB J., vol. 28, no. 5, pp. 765-792.
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Wen, D, Qin, L, Zhang, Y, Lin, X & Yu, JX 2019, 'I/O Efficient Core Graph Decomposition: Application to Degeneracy Ordering.', IEEE Trans. Knowl. Data Eng., vol. 31, no. 1, pp. 75-90.
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Chen, X, Cao, X, Xu, Z, Zhang, Y, Shang, S & Zhang, W 1970, 'Accelerate MaxBRkNN Search by kNN Estimation', 2019 IEEE 35th International Conference on Data Engineering (ICDE), 2019 IEEE 35th International Conference on Data Engineering (ICDE), IEEE, Macao, Macao, pp. 1730-1733.
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Li, W, Qiao, M, Qin, L, Zhang, Y, Chang, L & Lin, X 1970, 'Scaling Distance Labeling on Small-World Networks.', SIGMOD Conference, ACM SIGMOD International Conference on Management of Data (SIGMOD), ACM, Amsterdam, NETHERLANDS, pp. 1060-1077.
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Liu, W, Wang, H, Zhang, Y, Wang, W & Qin, L 1970, 'I-LSH: I/O Efficient c-Approximate Nearest Neighbor Search in High-Dimensional Space.', ICDE, IEEE 35th International Conference on Data Engineering, IEEE, Macao, pp. 1670-1673.
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Yang, B, Wen, D, Qin, L, Zhang, Y, Chang, L & Li, R-H 1970, 'Index-Based Optimal Algorithm for Computing K-Cores in Large Uncertain Graphs.', ICDE, 2019 IEEE 35nd International Conference on Data Engineering (ICDE), IEEE, Macau SAR, China, pp. 64-75.
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Yang, Y, Zhang, W, Zhang, Y, Lin, X & Wang, L 1970, 'Selectivity Estimation on Set Containment Search', Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), International Conference on Database Systems for Advanced Applications, Springer International Publishing, Chiang Mai, Thailand, pp. 330-349.
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Zhang, W, Zhang, F, Zhang, Y & Qin, L 1970, 'Database Systems for Advanced Applications', Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), International Conference on Database Systems for Advanced Applications, Springer International Publishing, Thailand, pp. 587-589.
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Zhang, Y, Qin, L, Zhang, F & Zhang, W 1970, 'Hierarchical Decomposition of Big Graphs.', ICDE, International Conference on Data Engineering, IEEE, Macao, Macao, pp. 2064-2067.
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Xu, D, Tsang, I & Zhang, Y 2018, 'Online Product Quantization', IEEE Transactions on Knowledge and Data Engineering, vol. 30, no. 11, pp. 1-1.
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Ouyang, D, Qin, L, Chang, L, Lin, X, Zhang, Y & Zhu, Q 1970, 'When Hierarchy Meets 2-Hop-Labeling: Efficient Shortest Distance Queries on Road Networks.', SIGMOD Conference, International Conference on Management of Data, ACM, Houston, TX, USA, pp. 709-724.
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Qiu, X, Cen, W, Qian, Z, Peng, Y, Zhang, Y, Lin, X & Zhou, J 1970, 'Real-time constrained cycle detection in large dynamic graphs', Proceedings of the VLDB Endowment, Association for Computing Machinery (ACM), pp. 1876-1888.
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Zhang, F, Yuan, L, Zhang, Y, Qin, L, Lin, X & Zhou, A 1970, 'Discovering Strong Communities with User Engagement and Tie Strength.', DASFAA (1), International Conference on Database Systems for Advanced Applications, Springer, Gold Coast, QLD, Australia, pp. 425-441.
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Wang, X, Qin, L, Lin, X, Zhang, Y & Chang, L 2017, 'Leveraging Set Relations in Exact Set Similarity Join.', Proc. VLDB Endow., vol. 10, no. 9, pp. 925-936.
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Liu, B, Chen, L, Zhu, X, Zhang, Y, Zhang, C & Qiu, W 1970, 'Protecting location privacy in spatial crowdsourcing using encrypted data', Advances in Database Technology - EDBT, International Conference on Extending Database Technology, Open Proceedings, Venice, Italy, pp. 478-481.
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Wen, D, Qin, L, Lin, X, Zhang, Y & Chang, L 1970, 'Enumerating k-Vertex Connected Components in Large Graphs.', CoRR, International Conference on Data Engineering, IEEE, Macao, Macao, pp. 52-63.
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FOR Codes: Database Management, Information Processing Services (incl. Data Entry and Capture), Database systems, Information systems, technologies and services not elsewhere classified

Acknowledgement of Country

UTS acknowledges the Gadigal people of the Eora Nation, the Boorooberongal people of the Dharug Nation, the Bidiagal people and the Gamaygal people, upon whose ancestral lands our university stands. We would also like to pay respect to the Elders both past and present, acknowledging them as the traditional custodians of knowledge for these lands.