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Trip Planning by an Integrated Search Paradigm

Published: 27 May 2018 Publication History

Abstract

In this paper, we build a trip planning system called TISP, which enables user's interactive exploration of POIs and trajectories in their incremental trip planning. At the back end, TISP is able to support seven types of common queries over spatial-only, spatial-textual and textual-only data, based on our proposed unified indexing and search paradigm [7]. At the front end, we propose novel visualisation designs to present the result of different types of queries; our user-friendly interaction designs allow users to construct further queries without inputting any text.

References

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L. Chen, G. Cong, C. S. Jensen, and D. Wu. Spatial keyword query processing: an experimental evaluation. PVLDB, 6 (3): 217--228, 2013.
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Z. Chen, H. T. Shen, X. Zhou, Y. Zheng, and X. Xie. Searching trajectories by locations-an efficiency study. In SIGMOD, pages 255--266, 2010.
[3]
D. Papadias, Y. Tao, K. Mouratidis, and C. K. Hui. Aggregate nearest neighbor queries in spatial databases. ACM Transactions on Database Systems, 30 (2): 529--576, 2005.
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L. Qin, J. X. Yu, and L. Chang. Keyword Search in Databases: The Power of RDBMS. In SIGMOD, pages 681--693, 2009.
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T. K. Sellis, N. Roussopoulos, and C. Faloutsos. The R-tree: a dynamic index for multi-dimensional objects. In VLDB, pages 507--518, 1987.
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S. Wang, Z. Bao, J. S. Culpepper, T. Sellis, M. Sanderson, and X. Qin. Answering top-k exemplar trajectory queries. In ICDE, pages 597--608, 2017.
[7]
S. Wang, Z. Bao, S. Huang, and R. Zhang. A unified processing paradigm for interactive location-based web search. In WSDM, pages 601--609, 2018.
[8]
K. Yao, J. Li, G. Li, and C. Luo. Efficient group top-k spatial keyword query processing. In APWeb, pages 153--165, 2016.
[9]
D. Zhang, C.-Y. Chan, and K.-L. Tan. Processing spatial keyword query as a top-k aggregation query. In SIGIR, pages 355--364, 2014.

Cited By

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  • (2024)Swift: A Data-Driven Flight Planning System at ScaleProceedings of the VLDB Endowment10.14778/3685800.368590117:12(4465-4468)Online publication date: 8-Nov-2024
  • (2024)Adversarial Reconstruction of Trajectories: Privacy Risks and Attack Models in Trajectory EmbeddingProceedings of the 32nd ACM International Conference on Advances in Geographic Information Systems10.1145/3678717.3691274(259-269)Online publication date: 29-Oct-2024
  • (2024)Flight Planning at Scale: A Bipartite Matching Based ApproachDatabase Systems for Advanced Applications10.1007/978-981-97-5575-2_2(19-36)Online publication date: 2-Sep-2024
  • Show More Cited By

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    cover image ACM Conferences
    SIGMOD '18: Proceedings of the 2018 International Conference on Management of Data
    May 2018
    1874 pages
    ISBN:9781450347037
    DOI:10.1145/3183713
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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    Publication History

    Published: 27 May 2018

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    Author Tags

    1. indexing
    2. trajectory search
    3. trip planning

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    • Research-article

    Funding Sources

    • Google Faculty Award
    • ARC
    • NSFC

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    SIGMOD/PODS '18
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    SIGMOD '18 Paper Acceptance Rate 90 of 461 submissions, 20%;
    Overall Acceptance Rate 699 of 3,470 submissions, 20%

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    Cited By

    View all
    • (2024)Swift: A Data-Driven Flight Planning System at ScaleProceedings of the VLDB Endowment10.14778/3685800.368590117:12(4465-4468)Online publication date: 8-Nov-2024
    • (2024)Adversarial Reconstruction of Trajectories: Privacy Risks and Attack Models in Trajectory EmbeddingProceedings of the 32nd ACM International Conference on Advances in Geographic Information Systems10.1145/3678717.3691274(259-269)Online publication date: 29-Oct-2024
    • (2024)Flight Planning at Scale: A Bipartite Matching Based ApproachDatabase Systems for Advanced Applications10.1007/978-981-97-5575-2_2(19-36)Online publication date: 2-Sep-2024
    • (2023)ST4ML: Machine Learning Oriented Spatio-Temporal Data Processing at ScaleProceedings of the ACM on Management of Data10.1145/35889411:1(1-28)Online publication date: 30-May-2023
    • (2023)Skyline Micro-Cluster Query: A Novel and Practical Spatial Query2023 IEEE 39th International Conference on Data Engineering (ICDE)10.1109/ICDE55515.2023.00206(2686-2698)Online publication date: Apr-2023
    • (2022)TSNEProceedings of the 30th International Conference on Advances in Geographic Information Systems10.1145/3557915.3561022(1-4)Online publication date: 1-Nov-2022
    • (2022)Analyzing sensitive information leakage in trajectory embedding modelsProceedings of the 30th International Conference on Advances in Geographic Information Systems10.1145/3557915.3561021(1-10)Online publication date: 1-Nov-2022
    • (2022)TriPlan: an interactive visual analytics approach for better tourism route planningJournal of Visualization10.1007/s12650-022-00861-826:1(231-248)Online publication date: 16-Aug-2022
    • (2021)A Survey of Traffic Prediction: from Spatio-Temporal Data to Intelligent TransportationData Science and Engineering10.1007/s41019-020-00151-z6:1(63-85)Online publication date: 23-Jan-2021
    • (2018)CusFinder: An Interactive Customer Ranking Query SystemAdvances in Conceptual Modeling10.1007/978-3-030-01391-2_13(59-63)Online publication date: 13-Oct-2018

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