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Real Space Moving Environments based on Social Geo-Data

Research Project

Project/Area Number 19H04118
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Review Section Basic Section 60080:Database-related
Research InstitutionKwansei Gakuin University

Principal Investigator

Sumiya Kazutoshi  関西学院大学, 総合政策学部, 教授 (60314499)

Co-Investigator(Kenkyū-buntansha) 中島 伸介  京都産業大学, 情報理工学部, 教授 (90399535)
河合 由起子  京都産業大学, 情報理工学部, 教授 (90399543)
北山 大輔  工学院大学, 情報学部(情報工学部), 准教授 (40589975)
王 元元  山口大学, 大学院創成科学研究科, 准教授 (00736217)
Project Period (FY) 2019-04-01 – 2022-03-31
Project Status Completed (Fiscal Year 2022)
Budget Amount *help
¥16,900,000 (Direct Cost: ¥13,000,000、Indirect Cost: ¥3,900,000)
Fiscal Year 2021: ¥5,460,000 (Direct Cost: ¥4,200,000、Indirect Cost: ¥1,260,000)
Fiscal Year 2020: ¥5,460,000 (Direct Cost: ¥4,200,000、Indirect Cost: ¥1,260,000)
Fiscal Year 2019: ¥5,980,000 (Direct Cost: ¥4,600,000、Indirect Cost: ¥1,380,000)
Keywords地理情報 / 移動支援 / ジオデータ / ソーシャル / 実空間
Outline of Research at the Start

本研究では,地理情報サービスにおけるユーザの実空間移動支援のために,実空間およびWebコンテンツ空間を統一的に扱うことが可能な地理的意味空間モデル,地理コンテンツ連結のためのメディア間の空間関係モデル,群衆の振る舞いを投影するソーシャル・ネットワーク・トポロジ構造,移動経路推薦のための潜在的意図分析手法により,実空間移動基盤の構築とその応用フレームワークを実現する.

Outline of Final Research Achievements

We propose a unified information framework which can handle both real world space data and cyber space data. In the platform, social geo-data can be managed by both Web contents for location based social data and user behavior for their social contents.We discuss a geographical semantic space model to handle the real space contents and the Web consents, a spacial relationship model for geographical contents aggregation, a social network topological model for user behavior, and an implicit semantic intention analysis for moving route recommendation. Using the models, we construct a framework for real world mobile computing environments and their application platform.

Academic Significance and Societal Importance of the Research Achievements

従来の研究では,実空間とWebコンテンツ空間において物理的位置関係のみをベースとしていたため,状況やコンテキストを相互に変換することが困難であった.本研究では,実空間でのユーザの個人属性や移動情報,およびWebコンテンツ空間でのユーザの潜在的意図や地物の潜在的価値などの地理的な意味的関係性を統一的に扱うため,相互の空間の状況を変換可能である点に独自性を有する.また,映像やストリートビューなどの異種メディアを用いて地理情報システムを拡張するところに創造性を有し,地理情報コンテンツやサービスの地理情報標準化のための基本技術としても国内外への波及効果が高い.

Report

(4 results)
  • 2022 Final Research Report ( PDF )
  • 2021 Annual Research Report
  • 2020 Annual Research Report
  • 2019 Annual Research Report
  • Research Products

    (49 results)

All 2023 2022 2021 2020 2019

All Journal Article (7 results) (of which Int'l Joint Research: 3 results,  Peer Reviewed: 7 results,  Open Access: 4 results) Presentation (40 results) (of which Int'l Joint Research: 21 results) Book (2 results)

  • [Journal Article] Investigating the use of Spatialized Audio Augmented Reality to enhance the outdoor running experience2023

    • Author(s)
      Siriaraya Panote、Kiriu Takumi、She Wan Jou、Mittal Mohit、Kawai Yukiko、Nakajima Shinsuke
    • Journal Title

      Entertainment Computing

      Volume: 44 Pages: 100534-100534

    • DOI

      10.1016/j.entcom.2022.100534

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] A Low-Cost High-Performance Semantic and Physical Distance Calculation Method Based on ZIP Code2022

    • Author(s)
      Da Li, Yuanyuan Wang, Rikuya Yamamoto, Yukiko Kawai, Kazutoshi Sumiya
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: E105.D Issue: 5 Pages: 920-927

    • DOI

      10.1587/transinf.2021DAP0005

    • ISSN
      0916-8532, 1745-1361
    • Year and Date
      2022-05-01
    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] A Graph Neural Network-Based Map Tiles Extraction Method Considering POIs Priority Visualization on Web Map Zoom Dimension2022

    • Author(s)
      Xie Huaze、Li Da、Wang Yuanyuan、Kawai Yukiko
    • Journal Title

      IEEE Access

      Volume: 10 Pages: 64072-64084

    • DOI

      10.1109/access.2022.3182497

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] ユーザの視聴操作と地理的関係性に基づく映像視聴支援システムの提案2022

    • Author(s)
      王 元元, 橋本 樹, 河合 由起子, 角谷 和俊
    • Journal Title

      日本データベース学会和文論文誌

      Volume: 20-J Pages: 1-6

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Twitter-aided decision making: a review of recent developments2022

    • Author(s)
      Zhang Yihong, Shirakawa Masumi, Wang Yuanyuan, Li Zhi, Hara Takahiro
    • Journal Title

      Applied Intelligence

      Volume: - Issue: 12 Pages: 13839-13854

    • DOI

      10.1007/s10489-022-03241-9

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 実空間のユーザ行動分析に基づく潜在的興味分析方式2022

    • Author(s)
      大村貴信、鈴木健太、パノット シリアーラヤ、栗 達、河合由起子、中島伸介
    • Journal Title

      情報処理学会論文誌データベース(TOD)

      Volume: Vol.15 No.1 Pages: 1-11

    • NAID

      170000186313

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 観光名所と宿泊施設の関係性分析に基づく宿泊施設ランキング手法の提案と評価2021

    • Author(s)
      王 元元, 佐藤 海龍, 岳 五一
    • Journal Title

      Journal of the Japan Personal Computer Application Technology Society

      Volume: 16 Issue: 2 Pages: 1-11

    • DOI

      10.24663/jjpcats.16.2_1

    • ISSN
      1881-7998, 2433-7455
    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Presentation] Song Recommendation System on Mobility Based on Geotagged Tweets and User Preferences2023

    • Author(s)
      Nobutaka Hayashi, Yuanyuan Wang, Kazutoshi Sumiya, Yukiko Kawai
    • Organizer
      The Eleventh International Conference on Building and Exploring Web Based Environments (WEB 2023)
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Pictorial Map Generation based on Color Extraction and Sentiment Analysis using SNS Photos2023

    • Author(s)
      Yuanyuan Wang
    • Organizer
      The 17th International Conference on Ubiquitous Information Management and Communication (IMCOM 2023)
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A Hotel Recommendation Method based on Hotel Feature Analysis using Surrounding Facilities2023

    • Author(s)
      Teng Li, Yuanyuan Wang
    • Organizer
      The 2022 Joint 12th International Conference on Soft Computing and Intelligent Systems and 23rd International Symposium on Advanced Intelligent Systems (SCIS&ISIS 2022)
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A Tourist Spot Recommendation Method Based on Image Search and Sentiment Analysis2023

    • Author(s)
      Kouki Oooka, Yuanyuan Wang
    • Organizer
      The 11th IEEE Global Conference on Consumer Electronics (GCCE 2022)
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 観光写真と口コミ情報を用いた感情分析に基づく類似スポット推薦手法の提案2023

    • Author(s)
      大岡 航輝, 王 元元
    • Organizer
      第15回データ工学と情報マネジメントに関するフォーラム (DEIM Forum 2023)
    • Related Report
      2021 Annual Research Report
  • [Presentation] ジオタグツイートとユーザ嗜好に基づく移動中の楽曲推薦手法の検証2023

    • Author(s)
      林 伸宇, 王 元元, 角谷 和俊, 河合 由起子
    • Organizer
      情報処理学会第85回全国大会
    • Related Report
      2021 Annual Research Report
  • [Presentation] ユーザのアクティビティを考慮したLINEボットによる会議調整システムの提案2023

    • Author(s)
      濱口 滋久, 王 元元, 河合 由起子
    • Organizer
      情報処理学会第85回全国大会
    • Related Report
      2021 Annual Research Report
  • [Presentation] A Personalized Scoring Method for Rental Property Search Considering the Surrounding Environment.2023

    • Author(s)
      Ruman Suyama、Da Li、Yukiko Kawai、Shinsuke Nakajima
    • Organizer
      The 11th International Conference on Building and Exploring Web Based Environments(WEB2023)
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Verification of a method for latent interest estimation based on user behavior analysis and POI attributes2023

    • Author(s)
      Takanobu Omura、Felix Dollack、Panote Siriaraya、Da Li、Katsumi Tanaka、Yukiko Kawai、Shinsuke Nakajima
    • Organizer
      International Conference on Computing, Networking and Communications(ICNC2023)
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Verification of the Influence of Multiple Virtual Runners on Rival Recommendation for Acoustic AR Running Assistance System.2023

    • Author(s)
      Yuki Konishi、Shinsuke Nakajima、Yukiko Kawai、Panote Siriaraya、Da Li、Felix B. Dollack、Katsumi Tanaka
    • Organizer
      IEEE 41st International Conference on Consumer Electronics(ICCE2023)
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Visualization of POI Category on the Dynamic Rasterized Map Tiles from Geo-Tagged Social Media (Twitter) with SZ-GAT.2023

    • Author(s)
      Huaze Xie、Da Li、Yuanyuan Wang、Yukiko Kawai
    • Organizer
      Hawaii International Conference on System Sciences 2023 (HICSS2023)
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A User-POI-Guide Cost Optimization Method for Tourism Planning Considering Social Distance and User Preferences2023

    • Author(s)
      Da Li、Siriaraya Panote、Yuanyuan Wang、Yukiko Kawai
    • Organizer
      Hawaii International Conference on System Sciences 2023 (HICSS2023)
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Validation of a Neighborhood Spot Evaluation Method for Walking Route Recommendation2022

    • Author(s)
      Katsuyuki Yamauchi、Panote Siriaraya、Da Li、Felix Dollack、Yukiko Kawai、Shinsuke Nakajima
    • Organizer
      The 2022 World Congress in Computer Science, Computer Engineering, and Applied Computing (CSCE'22)
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Cosmetic Products Recommendation Methods for Different Occasions Using Consumer Reviews and Geotagged Tweets2022

    • Author(s)
      Da Li、Riko Yasuda、Tadahiko Kumamoto、Yukiko Kawai
    • Organizer
      The 24th International Conference on Human-Computer Interaction(HCI2022)
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 観光スポット間の相性を用いたスポット集合推薦2022

    • Author(s)
      高田盾作,北山大輔
    • Organizer
      第14回データ工学と情報マネジメントに関するフォーラム(DEIM2022),D41-2,オンライン
    • Related Report
      2020 Annual Research Report
  • [Presentation] Visualization Method for the Spreading Curve of COVID-19 in Universities using GNN2022

    • Author(s)
      Huaze Xie, Da Li, Yuanyuan Wang, Yukiko Kawai
    • Organizer
      The 2022 IEEE International Conference on Big Data and Smart Computing (BigComp 2022)
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Hotel Recommendation based on Review Analysis by Considering Tourism Needs2022

    • Author(s)
      Yuanyuan Wang
    • Organizer
      The 16th International Conference on Ubiquitous Information Management and Communication (IMCOM 2022)
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 画像検索と感情分析に基づく観光スポット推薦手法の提案2022

    • Author(s)
      大岡 航輝, 王 元元
    • Organizer
      第14回データ工学と情報マネジメントに関するフォーラム (DEIM Forum 2022)
    • Related Report
      2020 Annual Research Report
  • [Presentation] SNS写真の色情報と感情を用いたピクトリアルマップの生成手法の提案2022

    • Author(s)
      安井 愛, 王 元元
    • Organizer
      第14回データ工学と情報マネジメントに関するフォーラム (DEIM Forum 2022)
    • Related Report
      2020 Annual Research Report
  • [Presentation] A POI Trend Prediction for Rasterized Map Zooming Levels by ST-GAT using Geo-tagged Tweets2022

    • Author(s)
      Huaze Xie, Da Li, Yuanyuan Wang, Yukiko Kawai
    • Organizer
      第14回データ工学と情報マネジメントに関するフォーラム (DEIM Forum 2022)
    • Related Report
      2020 Annual Research Report
  • [Presentation] スポット属性を考慮した実空間のユーザ行動分析に基づく潜在的興味分析の検証2022

    • Author(s)
      大村貴信, 鈴木健太, Panote Siriaraya, 栗 達, 河合由起子, 中島伸介
    • Organizer
      第14回データ工学と情報マネジメントに関するフォーラム(DEIM Forum 2022)
    • Related Report
      2020 Annual Research Report
  • [Presentation] 音響型 AR ランニング支援システムのライバル推薦における複数仮想ランナーの影響に関する検証2022

    • Author(s)
      小西侑樹, 有澤隆生, Panote Siriaraya, 栗 達, 河合由起子, 中島伸介
    • Organizer
      第14回データ工学と情報マネジメントに関するフォーラム(DEIM Forum 2022)
    • Related Report
      2020 Annual Research Report
  • [Presentation] ウォーキング経路推薦のための周辺スポット評価手法の妥当性検証2022

    • Author(s)
      山内克之, Panote Siriaraya, 栗 達, 河合由起子, 中島伸介
    • Organizer
      第14回データ工学と情報マネジメントに関するフォーラム(DEIM Forum 2022)
    • Related Report
      2020 Annual Research Report
  • [Presentation] 賃貸物件に関する周辺環境を考慮したPersonalized Scoring方式の提案2022

    • Author(s)
      須山瑠万,栗 達,河合由起子,中島伸介
    • Organizer
      2022年電子情報通信学会総合大会
    • Related Report
      2020 Annual Research Report
  • [Presentation] Visualization of POI Competitiveness Using Extracted Kyoto Map Tiles from Social Media Response Since COVID-192021

    • Author(s)
      Huaze Xie, Da Li, Yuanyuan Wang, Yukiko Kawai
    • Organizer
      The 20th IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT 2021)
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Tourist Cognitive Map Generation Based on Travel Behavior Analysis Using SNS Data2021

    • Author(s)
      Xuyu Mei, Yuanyuan Wang
    • Organizer
      The 10th IEEE Global Conference on Consumer Electronics (GCCE 2021)
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Topic Detection for Video Stream based on Geographical Relationships and its Interactive Viewing System2021

    • Author(s)
      Itsuki Hashimoto, Yuanyuan Wang, Yukiko Kawai, Kazutoshi Sumiya
    • Organizer
      The 4th International Conference on Multimedia Information Processing and Retrieval (IEEE MIPR 2021)
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A Rival Recommendation Approach for Acoustic AR Running Support System Considering the Athletic Ability of Users2021

    • Author(s)
      Ryusei Arisawa, Panote Siriaraya, Da Li, Kazutoshi Sumiya, Yukiko Kawai, and Shinsuke Nakajima
    • Organizer
      IEEE International Conference on Big Data (Big Data)
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] HappyRec: Evaluation of a ``Happy Spot'' Recommendation System Aimed at Improving Mental Well-Being2021

    • Author(s)
      Kenta Suzuki, Panote Siriaraya, Wan Jou She, Ryotaro Tanaka, Da li, Shinsuke Nakajima
    • Organizer
      International Conference on Data Mining Workshops (ICDMW)
    • Related Report
      2020 Annual Research Report
  • [Presentation] 群衆の移動履歴とカテゴリを用いた特徴抽出に基づく地理オブジェクト検索システム2020

    • Author(s)
      大塚公貴,北山大輔,角谷和俊
    • Organizer
      第12回データ工学と情報マネジメントに関するフォーラム
    • Related Report
      2019 Annual Research Report
  • [Presentation] 観光地検索システムの説明性向上のための既訪問スポットと検索結果の対応付けの詳細化2020

    • Author(s)
      潘健太,北山大輔
    • Organizer
      第12回データ工学と情報マネジメントに関するフォーラム
    • Related Report
      2019 Annual Research Report
  • [Presentation] 音響型ARランニング支援システムによるモチベーション向上と身体的影響の検証2020

    • Author(s)
      桐生拓海, Panote Siriaraya, Mohit Mittal, 河合由起子, 中島伸介
    • Organizer
      第12回データ工学と情報マネジメントに関するフォーラム
    • Related Report
      2019 Annual Research Report
  • [Presentation] 安全性や楽しさを考慮したウォーキング経路推薦方式の提案2020

    • Author(s)
      山内克之, 桐生拓海, Panote Siriaraya, 河合由紀子, 中島伸介
    • Organizer
      第12回データ工学と情報マネジメントに関するフォーラム
    • Related Report
      2019 Annual Research Report
  • [Presentation] 実空間での振る舞い分析に基づくユーザの潜在的興味推定手法2020

    • Author(s)
      大村貴信, Panote Siriaraya, Mohit Mittal, 鈴木健太, 河合由起子, 中島伸介
    • Organizer
      第12回データ工学と情報マネジメントに関するフォーラム
    • Related Report
      2019 Annual Research Report
  • [Presentation] ランニング支援システムのための時空間及びユーザ属性に基づくツイート推薦手法の提案2020

    • Author(s)
      石坪史帆, 桐生拓海, 中島伸介, 河合由起子
    • Organizer
      第12回データ工学と情報マネジメントに関するフォーラム
    • Related Report
      2019 Annual Research Report
  • [Presentation] ユーザの移動と距離に基づく地理オブジェクトの特徴抽出2019

    • Author(s)
      大塚公貴,北山大輔,角谷和俊
    • Organizer
      日本データベース学会 第10回ソーシャルコンピューティングシンポジウム
    • Related Report
      2019 Annual Research Report
  • [Presentation] Visualizing Dialectal Variation in Japan through Geo-tagged Tweets2019

    • Author(s)
      Yuanyuan Wang
    • Organizer
      2019 IEEE 5th International Conference on Computer and Communications (ICCC 2019)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Witnessing Crime through Tweets: A Crime Investigation Tool based on Social Media2019

    • Author(s)
      Panote Siriaraya, Yihong Zhang, Yuanyuan Wang, Peter Jeszenszky, Mohit Mittal, Yukiko Kawai, Adam Jatowt
    • Organizer
      27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Development of an Acoustic AR Gamification System to Support Physical Exercise2019

    • Author(s)
      Takumi Kiriu, Mohit Mittal, Panote Siriaraya, Yukiko Kawai and Shinsuke Nakajima
    • Organizer
      The 27th ACM International Conference on Multimedia (ACM Multimedia 2019)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Utilizing Collaborative Filtering to Recommend Opportunities for Positive Affect in Daily Life2019

    • Author(s)
      Panote Siriaraya, Kenta Suzuki and Shinsuke Nakajima
    • Organizer
      The 4th Workshop on Health Recommender Systems co-located with ACM RecSys 2019
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Book] Web and Wireless Geographical Information Systems2019

    • Author(s)
      Yukiko Kawai, Sabine Storandt, Kazutoshi Sumiya (Eds.)
    • Total Pages
      187
    • Publisher
      Springer
    • ISBN
      9783030172466
    • Related Report
      2019 Annual Research Report
  • [Book] Putting Social Media and Networking Data in Practice for Education, Planning, Prediction and Recommendation2019

    • Author(s)
      Panote Siriaraya, Yuanyuan Wang, Yukiko Kawai, Yusuke Nakaoka, Toyokazu Akiyama
    • Total Pages
      237
    • Publisher
      Springer
    • ISBN
      9783030336974
    • Related Report
      2019 Annual Research Report

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Published: 2019-04-18   Modified: 2024-01-30  

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