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Study on Efficient Query Algorithms for Location Based Services

Research Project

Project/Area Number 24500107
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Media informatics/Database
Research InstitutionSaitama University

Principal Investigator

OHSAWA Yutaka  埼玉大学, 理工学研究科, 教授 (50152111)

Project Period (FY) 2012-04-01 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥5,200,000 (Direct Cost: ¥4,000,000、Indirect Cost: ¥1,200,000)
Fiscal Year 2014: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2013: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2012: ¥2,340,000 (Direct Cost: ¥1,800,000、Indirect Cost: ¥540,000)
Keywords位置情報サービス / 地理情報処理 / 道路網 / 道路網距離 / 地理情報システム / 高度交通システム / アルゴリズム / 空間データベース
Outline of Final Research Achievements

In this study, we proposed fast algorithms to perform several kinds of queries in road network distances necessary in location based services (LBS). The basic operation in queries for LBS is the operation to search the road network distance between specified two points on the road network. This study proposed two fast algorithms; one is the single-source multi-target A* (SSMTA*) algorithm, and the other one is the simple materialized path view (SMPV). Especially, SMPV works on the pre-calculated distance data whose amount is only about five times larger than the adjacency list, and the performance is almost the same with conventional encoded path view methods. Applying those algorithms to RkNN query achieves several order of magnitude faster than the conventional algorithms. Furthermore, we proposed fast algorithms to solve the trip planning queries.

Report

(4 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Research-status Report
  • 2012 Research-status Report
  • Research Products

    (20 results)

All 2015 2014 2013 2012

All Journal Article (3 results) (of which Peer Reviewed: 3 results,  Acknowledgement Compliant: 1 results) Presentation (17 results) (of which Invited: 1 results)

  • [Journal Article] R<i>k</i>NN Query on Road Network Distances2015

    • Author(s)
      Aye Thida Hlaing, Tin Nilar Win, Htoo Htoo, Yutaka Ohsawa
    • Journal Title

      Journal of Information Processing

      Volume: 23 Issue: 2 Pages: 163-170

    • DOI

      10.2197/ipsjjip.23.163

    • NAID

      130004952405

    • ISSN
      1882-6652
    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Incremental Single-Source Multi-Target A* Algorithm for LBS Based on Road Network Distance2013

    • Author(s)
      Htoo Htoo,Yutaka Ohsawa,Noboru Sonehara,Masao Sakauchi
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: E96.D Issue: 5 Pages: 1043-1052

    • DOI

      10.1587/transinf.E96.D.1043

    • NAID

      10031193956

    • ISSN
      0916-8532, 1745-1361
    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] 道路網距離での旅行計画の為のインクリメンタル検索方式2012

    • Author(s)
      大沢 裕,トウ トウ,曽根原 登,坂内 正夫
    • Journal Title

      日本データベース学会論文誌

      Volume: 11 Pages: 1-6

    • NAID

      110009626897

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Presentation] Sequential Generation Method for k-order Network Voronoi Regions2015

    • Author(s)
      Naw Jacklin Nyunt, Htoo Htoo, Yutaka Ohsawa
    • Organizer
      情報処理学会第77回全国大会
    • Place of Presentation
      京都大学
    • Year and Date
      2015-03-17 – 2015-03-19
    • Related Report
      2014 Annual Research Report
  • [Presentation] Reverse kNN Query Algorithm on Road Network Distance2015

    • Author(s)
      Tin Nilar Win, Htoo Htoo, Yutaka Ohsawa
    • Organizer
      ICCA2015
    • Place of Presentation
      Yangon, Myanmar
    • Year and Date
      2015-02-05 – 2015-02-06
    • Related Report
      2014 Annual Research Report
  • [Presentation] Query Methods for Location Based Services2015

    • Author(s)
      Yutaka Ohsawa
    • Organizer
      ICCA2015
    • Place of Presentation
      Yangon, Myanmar
    • Year and Date
      2015-02-05 – 2015-02-06
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Presentation] Efficient Reverse kNN Query Algorithm on Road Network Distances Using Partitioned Subgraphs2014

    • Author(s)
      Aye Thida Hlaing, Htoo Htoo, Yutaka Ohsawa
    • Organizer
      SeCoGIS2014
    • Place of Presentation
      Atranta, GA, USA
    • Year and Date
      2014-10-27 – 2014-10-30
    • Related Report
      2014 Annual Research Report
  • [Presentation] Fast Algorithm for Multi-type Nearest Neighbor Query2014

    • Author(s)
      Aye Su Yee Win. Htoo Htoo, Yutaka Ohsawa
    • Organizer
      FIT2014
    • Place of Presentation
      筑波大学
    • Year and Date
      2014-09-03 – 2014-09-05
    • Related Report
      2014 Annual Research Report
  • [Presentation] Light Materialized Path View for Location Based Services2014

    • Author(s)
      Yutaka Ohsawa, Aye Thida Hlaing
    • Organizer
      ICCA2014
    • Place of Presentation
      Yangon, Myanmar
    • Related Report
      2013 Research-status Report
  • [Presentation] Efficient Reverse kNN Query Algorithm on Road Network Distances Using Partitioned Subgraph2014

    • Author(s)
      Tin Nilar Win, Yutaka Ohsawa
    • Organizer
      2014年電子情報通信学会総合大会
    • Place of Presentation
      新潟大学
    • Related Report
      2013 Research-status Report
  • [Presentation] 道路網距離に基づく移動体の連続検索2014

    • Author(s)
      山口 崇,大沢 裕
    • Organizer
      2014年電子情報通信学会総合大会
    • Place of Presentation
      新潟大学
    • Related Report
      2013 Research-status Report
  • [Presentation] Shortest Path Finder with Light Materialized Path View for Location Based Services2013

    • Author(s)
      Aye Thida Hlaing, Htoo Htoo, Yutaka Ohsawa, Noboru Sonehara, Masao Sakauchi
    • Organizer
      WAIM2013, LNCS 7923
    • Place of Presentation
      Qinhuangdao, China
    • Related Report
      2013 Research-status Report
  • [Presentation] Trrip Planning Route Query in Road Network Distance2013

    • Author(s)
      Yutaka Ohsawa, Aye Su Yee Win
    • Organizer
      ICEEHE2013
    • Place of Presentation
      Yangon, Myanmar
    • Related Report
      2013 Research-status Report
  • [Presentation] 道路網距離に基づく連続旅行計画2013

    • Author(s)
      Aye Su Yee Win, 大沢 裕
    • Organizer
      FIT2013
    • Place of Presentation
      鳥取大学
    • Related Report
      2013 Research-status Report
  • [Presentation] 軽量マテリアライズドパスビューによる道路網距離の最短路探索2013

    • Author(s)
      山田 晧大,大沢 裕
    • Organizer
      FIT2013
    • Place of Presentation
      鳥取大学
    • Related Report
      2013 Research-status Report
  • [Presentation] Aggregate Nearest Neighbor Search Methods Using SSMTA* Algorithm on Road-Network2012

    • Author(s)
      Htoo Htoo, Yutaka Ohsawa, Noboru Sonehara, Masao Sakauchi
    • Organizer
      ADBIS2012
    • Place of Presentation
      Poznan, Poland
    • Related Report
      2012 Research-status Report
  • [Presentation] Sequenced Route Query in Road Network Distance Based on Incremental Euclidean Restriction2012

    • Author(s)
      Yutaka Ohsawa, Htoo Htoo, Noboru Sonehara, Masao Sakauchi
    • Organizer
      DEXA2012
    • Place of Presentation
      Vienna, Austria
    • Related Report
      2012 Research-status Report
  • [Presentation] Optimal Sequenced Route Query Algorithm Using Visited POI Graph2012

    • Author(s)
      Htoo Htoo, Yutaka Ohsawa, Noboru Sonehara, Masao Sakauchi
    • Organizer
      WAIM2012
    • Place of Presentation
      Harbin, China
    • Related Report
      2012 Research-status Report
  • [Presentation] 旅行計画におけるIERの利用とその検証の高速化2012

    • Author(s)
      日色 史晃,Htoo Htoo,大沢 裕
    • Organizer
      第11回情報科学技術フォーラム
    • Place of Presentation
      東京(東京農工大)
    • Related Report
      2012 Research-status Report
  • [Presentation] 道路網距離での旅行計画の為のインクリメンタル検索方式2012

    • Author(s)
      大沢 裕,トウ トウ,曽根原 登,坂内 正夫
    • Organizer
      電子情報通信学会データ工学研究会
    • Place of Presentation
      名古屋(名古屋大学)
    • Related Report
      2012 Research-status Report

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Published: 2013-05-31   Modified: 2019-07-29  

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