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Algorithms for continuous location-dependent and context-aware queries in indoor environments

Published: 06 November 2012 Publication History

Abstract

Continuous location-dependent queries can be considered as key elements for the development of different categories of location-based and context-aware services. However, most work on location-dependent query processing has been mainly oriented towards outdoor environments. This paper studies location-dependent and context-aware queries over moving objects in indoor environments (e.g., houses, commercial malls, etc.), with a special focus on navigation-related queries (i.e., mainly path search and range queries). A hierarchical and context-dependent spatial data model is firstly presented, which leads to the consideration of other contextual dimensions besides the location of the involved entities, such as time and user profiles. Two algorithms for continuous processing of path and range queries on top of this modelling approach are introduced. The former performs a hierarchical and incremental path search for the continuous processing of path queries, and applied to both static and moving objects. The latter presents an incremental approach for continuous range queries, which performs a hierarchical network expansion around the initial query point and implements a mechanism to update the initial search tree based on user's movements.

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cover image ACM Conferences
SIGSPATIAL '12: Proceedings of the 20th International Conference on Advances in Geographic Information Systems
November 2012
642 pages
ISBN:9781450316910
DOI:10.1145/2424321
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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Published: 06 November 2012

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Author Tags

  1. context-aware indoor navigation
  2. continuous processing
  3. hierarchical spatial data model
  4. location-dependent queries
  5. moving objects

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Overall Acceptance Rate 257 of 1,238 submissions, 21%

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Cited By

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  • (2022)Continuous Geo-Social Group Monitoring in Dynamic LBSNsIEEE Transactions on Knowledge and Data Engineering10.1109/TKDE.2022.3218844(1-14)Online publication date: 2022
  • (2022)Continuous Geo-Social Group Monitoring over Moving Users2022 IEEE 38th International Conference on Data Engineering (ICDE)10.1109/ICDE53745.2022.00028(312-324)Online publication date: May-2022
  • (2021)The role of AI in digital contact tracingLeveraging Artificial Intelligence in Global Epidemics10.1016/B978-0-323-89777-8.00003-8(203-221)Online publication date: 2021
  • (2020)Contact tracingSIGSPATIAL Special10.1145/3431843.343184612:2(15-24)Online publication date: 26-Oct-2020
  • (2018)Continuous Spatial Query ProcessingACM Computing Surveys10.1145/319383551:3(1-39)Online publication date: 23-May-2018
  • (2018)Modeling metadata of CCTV systems and Indoor Location Sensors for automatic filtering of relevant video content2018 12th International Conference on Research Challenges in Information Science (RCIS)10.1109/RCIS.2018.8406677(1-9)Online publication date: May-2018
  • (2017)(Meta-)data modellingSIGSPATIAL Special10.1145/3124104.31241119:1(35-42)Online publication date: 13-Jul-2017
  • (2017)Representation: Indoor SpacesInternational Encyclopedia of Geography10.1002/9781118786352.wbieg0900(1-12)Online publication date: 6-Mar-2017
  • (2016)Mobile objects in indoor environmentProceedings of the 14th International Conference on Advances in Mobile Computing and Multi Media10.1145/3007120.3007154(332-336)Online publication date: 28-Nov-2016
  • (2016)Querying indoor spatio-temporal data by hybrid trajectoriesProceedings of the Eighth ACM SIGSPATIAL International Workshop on Indoor Spatial Awareness10.1145/3005422.3005424(11-18)Online publication date: 31-Oct-2016
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