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クロスメディア型UGCマイニングに基づく地域観光知の発見とその利活用に関する研究

Research Project

Project/Area Number 15J01402
Research Category

Grant-in-Aid for JSPS Fellows

Allocation TypeSingle-year Grants
Section国内
Research Field Web informatics, Service informatics
Research InstitutionKyoto University

Principal Investigator

ZHUANG CHENYI  京都大学, 情報学研究科, 特別研究員(PD)

Project Period (FY) 2015-04-24 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥2,500,000 (Direct Cost: ¥2,500,000)
Fiscal Year 2017: ¥800,000 (Direct Cost: ¥800,000)
Fiscal Year 2016: ¥800,000 (Direct Cost: ¥800,000)
Fiscal Year 2015: ¥900,000 (Direct Cost: ¥900,000)
KeywordsSightseeing Promotion; / Location Discovery; / Location Recommendation; / Location Revitalization. / Sightseeing Promotion / Location Discovery / Location Recommendation / Location Revitalization / Location Detection / Local Revitalization
Outline of Annual Research Achievements

研究目的: In this research, there are three research goals: (1) Location Detection that is to find the sightseeing candidates; (2) Popularity Estimation that is to estimate whether a potential location is popular or obscure; and (3) Quality Evaluation that is to evaluate discovered locations’ sightseeing quality.

実績概要: Corresponding to the three goals: (1) in addition to a single location, we discovered relation knowledge (i.e., people's lifestyles) among different locations. Different user mobilities in an urban space were also mined for further location discovery; (2) by using the estimated popularity, we developed a sightseeing route recommendation algorithm for tourists to explore a city. A route with diverse sightseeing locations would be recommended; (3) we evaluated a location's sightseeing quality from both of nature and culture views. Cross-domains (e.g., image processing and environmental psychology) research were conducted in this topic and state of the art performance has been obtained.

All the research achievements above have been published and available in top international journals and conferences. In this year, one journal paper and five conference papers were published. An excellent research honor was obtained for the second Popularity Estimation research topic.

Research Progress Status

29年度が最終年度であるため、記入しない。

Strategy for Future Research Activity

29年度が最終年度であるため、記入しない。

Report

(3 results)
  • 2017 Annual Research Report
  • 2016 Annual Research Report
  • 2015 Annual Research Report
  • Research Products

    (12 results)

All 2018 2017 2016 2015

All Journal Article (3 results) (of which Int'l Joint Research: 3 results,  Peer Reviewed: 3 results,  Open Access: 1 results,  Acknowledgement Compliant: 2 results) Presentation (9 results) (of which Int'l Joint Research: 7 results)

  • [Journal Article] Sightseeing Value Estimation by Analyzing Geosocial Images2018

    • Author(s)
      Yizhu Shen, Min Ge, Chenyi Zhuang, Qiang Ma
    • Journal Title

      International Journal of Big Data Intelligence

      Volume: 5 Issue: 1/2 Pages: 31-31

    • DOI

      10.1504/ijbdi.2018.088284

    • NAID

      120006654060

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] SNS User Classification and its Application to Obscure POI Discovery2017

    • Author(s)
      Chenyi Zhuang, Qiang Ma, Masatoshi Yoshikawa
    • Journal Title

      Multimedia Tools and Applications

      Volume: 76 Issue: 4 Pages: 5461-5487

    • DOI

      10.1007/s11042-016-4034-6

    • NAID

      120005998048

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Sightseeing Value Estimation by Analyzing Geosocial Images2017

    • Author(s)
      Yizhu Shen, Min Ge, Chenyi Zhuang, Qiang Ma
    • Journal Title

      International Journal of Big Data Intelligence

      Volume: 印刷中

    • NAID

      120006654060

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Presentation] Dual Graph Convolutional Networks for Graph-Based Semi-Supervised Classification2018

    • Author(s)
      Chenyi Zhuang
    • Organizer
      The 2018 International World Wide Web Conference (WWW)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] ユーザ移動履歴を用いた個人化観光ツアーの推薦2018

    • Author(s)
      孫 俊傑
    • Organizer
      第10回データ工学と情報マネジメントに関するフォーラム(DEIM2018)
    • Related Report
      2017 Annual Research Report
  • [Presentation] ソーシャルトレーディングサービスにおけるトレーダの特徴分析2017

    • Author(s)
      竹田 創
    • Organizer
      第9回データ工学と情報マネジメントに関するフォーラム
    • Place of Presentation
      高山グリーンホテル (日本, 高山市)
    • Year and Date
      2017-03-06
    • Related Report
      2016 Annual Research Report
  • [Presentation] Understanding People Lifestyles: Construction of Urban Movement Knowledge Graph from GPS Trajectory2017

    • Author(s)
      Chenyi Zhuang
    • Organizer
      The Twenty-Sixth International Joint Conference on Artificial Intelligence (IJCAI)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A Ranking based Approach for Robust Object Discovery from Images of Mixed Classes2017

    • Author(s)
      Min Ge
    • Organizer
      The 2017 Asia Information Retrieval Societies Conference (AIRS)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Element-oriented Method of Assessing Landscape of Sightseeing Spots by using Social Images2017

    • Author(s)
      Chenyi Zhuang
    • Organizer
      The 2017 Asia-Pacific Web and Web-Age Information Management Joint Conference on Web and Big Data (APWeb-WAIM)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Sightseeing Value Estimation by Analyzing Geosocial Images2016

    • Author(s)
      Yizhu Shen
    • Organizer
      The 2nd IEEE International Conference on Multimedia Big Data (BigMM)
    • Place of Presentation
      Taipei, Taiwan
    • Year and Date
      2016-04-20
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Location Familiarity Based Flickr Photographer Classification for POI Mining2015

    • Author(s)
      Chenyi Zhuang
    • Organizer
      The 23rd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (SIGSPATIAL)
    • Place of Presentation
      Seattle, Washington, USA
    • Year and Date
      2015-11-03
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Discovering Obscure Sightseeing Spots by Analysis of Geo-tagged Social Images2015

    • Author(s)
      Chenyi Zhuang
    • Organizer
      The 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM)
    • Place of Presentation
      Paris, France
    • Year and Date
      2015-08-25
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research

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Published: 2015-11-26   Modified: 2024-03-26  

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