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A Personality Estimation in Customer Generated Media based on Emotion Judgment

Research Project

Project/Area Number 15K21592
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Intelligent informatics
Social psychology
Research InstitutionAkashi National College of Technology (2016)
Kagawa National College of Technology (2015)

Principal Investigator

Okumura Noriyuki  明石工業高等専門学校, その他部局等, 講師 (40510277)

Project Period (FY) 2015-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥4,030,000 (Direct Cost: ¥3,100,000、Indirect Cost: ¥930,000)
Fiscal Year 2016: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2015: ¥2,340,000 (Direct Cost: ¥1,800,000、Indirect Cost: ¥540,000)
Keywords性格推定 / 感情推定 / 顔文字
Outline of Final Research Achievements

In this research, we examined the method to estimate a virtual personality in Customer Generated Media based on the articles submitted to SNS. We especially confirmed the difference between blogs submitted after arranging author's verbs and objects, and tweets submitted without arranging. We also found out the difference between author's virtual personality and author's real personality. Finally, we extracted the relationship between the five factor in Big Five Model and emotion judgment algorithm to automatize personality estimation method.

Report

(3 results)
  • 2016 Annual Research Report   Final Research Report ( PDF )
  • 2015 Research-status Report
  • Research Products

    (16 results)

All 2017 2016 2015

All Journal Article (6 results) (of which Int'l Joint Research: 1 results,  Acknowledgement Compliant: 6 results,  Peer Reviewed: 2 results,  Open Access: 1 results) Presentation (10 results)

  • [Journal Article] 工学的・心理学的側面から見た顔文字の分析に関する研究動向2017

    • Author(s)
      奥村 紀之・プタシンスキ ミハウ・ジェプカ ラファウ
    • Journal Title

      人工知能学会誌

      Volume: Vol.32,No.3 Pages: 342-349

    • NAID

      130007917307

    • Related Report
      2016 Annual Research Report
    • Acknowledgement Compliant
  • [Journal Article] 顔文字の現象および研究の概観-記号の遊びが科学されるようになった道-2017

    • Author(s)
      プタシンスキ ミハウ・奥村 紀之・ジェプカ ラファウ
    • Journal Title

      人工知能学会誌

      Volume: Vol.32,No.3 Pages: 333-341

    • NAID

      130007917308

    • Related Report
      2016 Annual Research Report
    • Acknowledgement Compliant
  • [Journal Article] 複数の世界をつなぐ顔-現代における絵記号の意味と可能性-2017

    • Author(s)
      ジェプカ ラファウ・奥村 紀之・プタシンスキ ミハウ
    • Journal Title

      人工知能学会誌

      Volume: Vol.32,No.3 Pages: 350-355

    • NAID

      130007917303

    • Related Report
      2016 Annual Research Report
    • Acknowledgement Compliant
  • [Journal Article] アスキーアートへの挑戦-画像特徴量によるアプローチ-2017

    • Author(s)
      藤澤 日明・松本 和幸・奥村 紀之・吉田 稔・北 研二
    • Journal Title

      人工知能学会誌

      Volume: Vol.32,No.3 Pages: 364-370

    • NAID

      190000007166

    • Related Report
      2016 Annual Research Report
    • Acknowledgement Compliant
  • [Journal Article] A Comparison of Concept-base Model and Word Distributed Model as Word Association System2016

    • Author(s)
      Akihiro Toyoshima・Noriyuki Okumura
    • Journal Title

      20th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems KES2016,;Procedia Computer Science

      Volume: 96 Pages: 385-394

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] A Construction of Knowledge Base for Personality Estimation based on Submitted Text Data in Twitter or Blogs2015

    • Author(s)
      Noriyuki Okumura and Manabu Okumura
    • Journal Title

      the 7th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management

      Volume: 2 Pages: 418-423

    • DOI

      10.5220/0005638704180423

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
  • [Presentation] 文章と顔文字の組み合わせによる感情推定2017

    • Author(s)
      大町 凌弥・奥村 紀之
    • Organizer
      第31回人工知能学会全国大会,2O2-OS-22a-2
    • Place of Presentation
      ウインクあいち
    • Year and Date
      2017-05-23
    • Related Report
      2016 Annual Research Report
  • [Presentation] ニューラルネットワークによる顔文字の原形推定2017

    • Author(s)
      奥村 嶺・奥村 紀之
    • Organizer
      第31回人工知能学会全国大会,2O3-OS-22b-1
    • Place of Presentation
      ウインクあいち
    • Year and Date
      2017-05-23
    • Related Report
      2016 Annual Research Report
  • [Presentation] 分類器による顔文字の原形推定2016

    • Author(s)
      奥村 紀之
    • Organizer
      信学技報, vol.116, no.379, NLC2016-37, pp.93-96
    • Place of Presentation
      NTT武蔵野研究開発センタ
    • Year and Date
      2016-12-20
    • Related Report
      2016 Annual Research Report
  • [Presentation] 言語解析のための大規模顔文字辞書2016

    • Author(s)
      奥村 紀之
    • Organizer
      第30回人工知能学会全国大会,3H3-OS-17a-1
    • Place of Presentation
      北九州国際会議場
    • Year and Date
      2016-06-06
    • Related Report
      2016 Annual Research Report
  • [Presentation] 感情抽出のための顔文字の原形推定2016

    • Author(s)
      奥村 紀之
    • Organizer
      信学技報, vol.116, no.78, NLC2016-1, pp.1-4
    • Place of Presentation
      小樽商科大学
    • Year and Date
      2016-06-04
    • Related Report
      2016 Annual Research Report
  • [Presentation] 顔文字の原形抽出2016

    • Author(s)
      奥村紀之
    • Organizer
      第22回言語処理学会年次大会,P1-1
    • Place of Presentation
      東北大学
    • Year and Date
      2016-03-07
    • Related Report
      2015 Research-status Report
  • [Presentation] 語の連想体系としての概念ベースの評価2015

    • Author(s)
      豊嶋章宏,奥村紀之
    • Organizer
      信学技報, vol. 115, no. 70, NLC2015-1, pp. 1-5
    • Place of Presentation
      徳島大学
    • Year and Date
      2015-06-04
    • Related Report
      2015 Research-status Report
  • [Presentation] 被験者実験による常識判断知識ベースの整合と検証2015

    • Author(s)
      香川夏美,奥村紀之
    • Organizer
      信学技報, vol. 115, no. 70, NLC2015-3, pp. 13-18
    • Place of Presentation
      徳島大学
    • Year and Date
      2015-06-04
    • Related Report
      2015 Research-status Report
  • [Presentation] オンラインでの振る舞いから想定される人物像の特徴2015

    • Author(s)
      奥村紀之 ,奥村学
    • Organizer
      信学技報, vol. 115, no. 70, NLC2015-13, pp. 73-77
    • Place of Presentation
      徳島大学
    • Year and Date
      2015-06-04
    • Related Report
      2015 Research-status Report
  • [Presentation] 感情判断とBig Fiveを用いたブログ著者の性格推定に関する調査2015

    • Author(s)
      奥村紀之,金丸裕亮,奥村学
    • Organizer
      人工知能学会第29回全国大会,4J1-5
    • Place of Presentation
      はこだて未来大学
    • Year and Date
      2015-05-30
    • Related Report
      2015 Research-status Report

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Published: 2015-04-16   Modified: 2018-03-22  

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