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Research on Analysis and Visualization of News Site Stances based on the Comparison of Multiple News Sites

Research Project

Project/Area Number 18H03338
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Review Section Basic Section 62020:Web informatics and service informatics-related
Research InstitutionHokkaido University

Principal Investigator

Yoshioka Masaharu  北海道大学, 情報科学研究院, 教授 (40290879)

Co-Investigator(Kenkyū-buntansha) 伊藤 正彦  北海道情報大学, 情報メディア学部, 准教授 (60466422)
神門 典子  国立情報学研究所, 情報社会相関研究系, 教授 (80270445)
Project Period (FY) 2018-04-01 – 2022-03-31
Project Status Completed (Fiscal Year 2021)
Budget Amount *help
¥17,030,000 (Direct Cost: ¥13,100,000、Indirect Cost: ¥3,930,000)
Fiscal Year 2021: ¥3,770,000 (Direct Cost: ¥2,900,000、Indirect Cost: ¥870,000)
Fiscal Year 2020: ¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Fiscal Year 2019: ¥4,550,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥1,050,000)
Fiscal Year 2018: ¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Keywordsテキストマイニング / 報道分析 / 可視化 / オピニオンマイニング / オントロジー
Outline of Final Research Achievements

In this research, we proposed a method to analyze news site stance of particular news topic using the distribution of polarity of the articles published by the news site from multiple perspectives. In this research, we confirmed that it is important to understand the interests on subtopics and/or genres of the news articles for detailed analysis of the news site stance. Based on this understanding we proposed a system that can analyze news site stance interactively by taking account the polarity of the related news articles for multiple subtopics and/or genres.
We also proposed Wikipedia category ontology that is new knowledge resource extracted from Wikipedia category from the viewpoint of knowledge engineering. This new knowledge can be used for analyzing the type of the named entity.

Academic Significance and Societal Importance of the Research Achievements

本研究では、これまでの研究やニュースサイトの分析で行われてきた右翼・左翼といった一次元的なスタンスではなく、トピックの興味を考慮して多面的にスタンスを分析するという考え方に基づいて、情報科学の観点からニュースサイトのスタンスを分析する新しい方法を提案したという点に学術的な意義がある。現時点では、その解釈が難しい状況ではあるが、現在問題となっている偏向報道などについての分析を行うための基盤となりうる技術である社会的意義は大きいと考えている。また、並行して開発したWikipediaカテゴリオントロジーは、知識工学的な観点からWikipediaの情報を整理したものであり、今後の活用が期待される。

Report

(5 results)
  • 2021 Annual Research Report   Final Research Report ( PDF )
  • 2020 Annual Research Report
  • 2019 Annual Research Report
  • 2018 Annual Research Report
  • Research Products

    (44 results)

All 2022 2021 2020 2019 2018 Other

All Int'l Joint Research (6 results) Journal Article (21 results) (of which Int'l Joint Research: 6 results,  Peer Reviewed: 15 results,  Open Access: 10 results) Presentation (17 results)

  • [Int'l Joint Research] University of Massachusetts, Amherst(米国)

    • Related Report
      2021 Annual Research Report
  • [Int'l Joint Research] University of Alberta(カナダ)

    • Related Report
      2021 Annual Research Report
  • [Int'l Joint Research] University of Massachusetts, Amherst(米国)

    • Related Report
      2020 Annual Research Report
  • [Int'l Joint Research] University of Alberta(カナダ)

    • Related Report
      2020 Annual Research Report
  • [Int'l Joint Research] University of Massachusetts, Amherst(米国)

    • Related Report
      2019 Annual Research Report
  • [Int'l Joint Research] University of Massachusetts, Amherst(米国)

    • Related Report
      2018 Annual Research Report
  • [Journal Article] Overview and Discussion of the Competition on Legal Information Extraction/Entailment (COLIEE) 20212022

    • Author(s)
      Rabelo Juliano、Goebel Randy、Kim Mi-Young、Kano Yoshinobu、Yoshioka Masaharu、Satoh Ken
    • Journal Title

      The Review of Socionetwork Strategies

      Volume: 16 Issue: 1 Pages: 111-133

    • DOI

      10.1007/s12626-022-00105-z

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Data-Augmentation Method for BERT-based Legal Textual Entailment Systems in COLIEE Statute Law Task2022

    • Author(s)
      Aoki Yasuhiro、Yoshioka Masaharu、Suzuki Youta
    • Journal Title

      The Review of Socionetwork Strategies

      Volume: 16 Issue: 1 Pages: 175-196

    • DOI

      10.1007/s12626-022-00104-0

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Extracting Citizen Feedback from Social Media by Appraisal Opinion Type Viewpoint.2022

    • Author(s)
      Tetsuya Ishida, Yohei Seki, Wakako Kashino, and Noriko Kando
    • Journal Title

      自然言語処理

      Volume: 29

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Interactive Visualization of the Polarity-based Stance of News Websites using News Genres2021

    • Author(s)
      Masaharu Yoshioka, Norihiko Tatsunami, Masahiko Itoh, Noriko Kando, and James Allan
    • Journal Title

      Proceedings of the 9th International Workshop on News Recommendation and Analytics (INRA 2021)

      Volume: -

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] BERT-based Ensemble Methods for Information Retrieval and Legal Textual Entailment in COLIEE Statute Law Task2021

    • Author(s)
      Masaharu Yoshioka, Youta Suzuki, and Yasuhiro Aoki
    • Journal Title

      Proceedings of the Eigth International Competition on Legal Information Extraction/Entailment(COLIEE 2021)

      Volume: - Pages: 78-83

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Wikipedia Category Ontology: A Framework for Utilization of the Wikipedia Category Structure by Knowledge Engineers2020

    • Author(s)
      Masaharu Yoshioka and Takanori Nakagawa
    • Journal Title

      Proceedings of the ISWC 2020 Demos and Industry Tracks: From Novel Ideas to Industrial Practice co-located with 19th International Semantic Web Conference (ISWC 2020)

      Volume: - Pages: 300-305

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A Summary of the COLIEE 2019 Competition2020

    • Author(s)
      Rabelo Juliano、Kim Mi-Young、Goebel Randy、Yoshioka Masaharu、Kano Yoshinobu、Satoh Ken
    • Journal Title

      New Frontiers in Artificial Intelligence. JSAI-isAI 2019. Lecture Notes in Computer Science

      Volume: 12331 Pages: 34-49

    • DOI

      10.1007/978-3-030-58790-1_3

    • ISBN
      9783030587895, 9783030587901
    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Overview of the NTCIR-15 QA Lab-PoliInfo-2 Task2020

    • Author(s)
      Yasutomo Kimura, Hideyuki Shibuki, Hokuto Ototake, Yuzu Uchida, Keiichi Takamaru, Madoka Ishioroshi, Teruko Mitamura, Masaharu Yoshioka, Tomoyosi Akiba, Yasuhiro Ogawa, Minoru Sasaki, Kenichi Yokote, Tatsunori Mori, Kenji Araki, Satoshi Sekine and Noriko Kando
    • Journal Title

      Proceedings of the 15th NTCIR Conference on Evaluation of Information Access Technologies,

      Volume: - Pages: 101-112

    • Related Report
      2020 Annual Research Report
    • Open Access
  • [Journal Article] HUKB at SHINRA2020-ML task2020

    • Author(s)
      Masaharu Yoshioka and Yoshiaki Koitabash
    • Journal Title

      Proceedings of the 15th NTCIR Conference on Evaluation of Information Access Technologies,

      Volume: - Pages: 211-215

    • Related Report
      2020 Annual Research Report
    • Open Access
  • [Journal Article] HUKB at COLIEE2020 Information Retrieval Task2020

    • Author(s)
      Masaharu Yoshioka and Youta Suzuki
    • Journal Title

      Proceedings of the International Workshop on Juris-Informatics 2020 (JURISIN 2020) in association with the 12th JSAI International Symposia on AI (JSAI-isAI 2020)

      Volume: - Pages: 288-297

    • Related Report
      2020 Annual Research Report
    • Open Access
  • [Journal Article] Extraction of the Argument Structure of Tokyo Metropolitan Assembly Minutes: Segmentation of Question-and-Answer Sets2020

    • Author(s)
      Keiichi Takamaru, Yasutomo Kimura, Hideyuki Shibuki, Hokuto Ototake, Yuzu Uchida, Kotaro Sakamoto, Madoka Ishioroshi, Teruko Mitamura, Noriko Kando
    • Journal Title

      Proceedings of the 12th Language Resources and Evaluation Conference

      Volume: - Pages: 2064-2068

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Forst: A Challenge to the NTCIR-15 QA Lab-PoliInfo-2 Task2020

    • Author(s)
      Hiromu Onogi, Kiichi Kondo, Younghun Lim, Xinnan Shen, Madoka Ishioroshi, Hideyuki Shibuki, Tatsunori Mori, Noriko Kando
    • Journal Title

      Proceedings of the 15th NTCIR Conference on Evaluation of Information Access Technologies,

      Volume: - Pages: 160-167

    • Related Report
      2020 Annual Research Report
  • [Journal Article] COLIEE-2018: Evaluation of the Competition on Legal Information Extraction and Entailment2019

    • Author(s)
      Kano Yoshinobu、Kim Mi-Young、Yoshioka Masaharu、Lu Yao、Rabelo Juliano、Kiyota Naoki、Goebel Randy、Satoh Ken
    • Journal Title

      ew Frontiers in Artificial Intelligence. JSAI-isAI 2018. Lecture Notes in Computer Science

      Volume: 11717 Pages: 177-192

    • DOI

      10.1007/978-3-030-31605-1_14

    • ISBN
      9783030316044, 9783030316051
    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] COLIEE 2019 Overview2019

    • Author(s)
      Juliano Rabelo, Mi-Young Kim, Randy Goebel, Masaharu Yoshioka, Yoshinobu Kano and Ken Satoh
    • Journal Title

      roceedigns of the Sixth International Competition on Legal Information Extraction/Entailment (COLIEE 2019)

      Volume: - Pages: 1-9

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] HUKB at COLIEE 2019 Information Retrieval Task - Utilization of metadata for relevant case retrieval -2019

    • Author(s)
      Masaharu Yoshioka and Zihao Song
    • Journal Title

      roceedigns of the Sixth International Competition on Legal Information Extraction/Entailment (COLIEE 2019)

      Volume: - Pages: 33-37

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Stance or insults?2019

    • Author(s)
      Simona Frenda, Noriko Kando, Viviana Patti and Paolo Rosso
    • Journal Title

      Proceedings of the Ninth International Workshop on Evaluating Information Access (EVIA 2019), a Satellite Workshop of the NTCIR-14 Conference

      Volume: - Pages: 15-22

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Opinion mining with deep contextualized embeddings2019

    • Author(s)
      Wei-Bin Han, Noriko Kando
    • Journal Title

      Student Research Workshop at 2019 Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT)

      Volume: -

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Finding the connection between artifact and personal knowledge of museum visitor2019

    • Author(s)
      Zehua Yang, Yusuke Yamamoto, Takehiro Yamamoto, Noriko Kando and Hiroaki Ohshima
    • Journal Title

      Proceedings of the 2nd Workshop on Evaluation of Personalized Information Retrieval, Collocated with ACM Conference on Human Interactive Information Retrieval

      Volume: -

    • Related Report
      2018 Annual Research Report
  • [Journal Article] WC3: Wikipedia Category Comprehensiveness Checker based on the DBpedia Metadata Database2018

    • Author(s)
      Masaharu Yoshioka
    • Journal Title

      Workshop and Poster Proceedings of the 8th Joint International Semantic Technology Conference co-located with the 8th Joint International Semantic Technology Conference (JIST 2018)

      Volume: - Pages: 98-101

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] HUKB at COLIEE2018 Information Retrieval Task2018

    • Author(s)
      Masaharu Yoshioka and Zihao Song
    • Journal Title

      Proceedings of the twelfth International Workshop on Juris-Informatics (JURISIN2018)

      Volume: - Pages: 183-193

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Overview of Japanese Statute Law Retrieval and Entailment Task at COLIEE-20182018

    • Author(s)
      Masaharu Yoshioka, Yoshinobu Kano, Naoki Kiyota, and Ken Satoh
    • Journal Title

      Proceedings of the twelfth International Workshop on Juris-Informatics (JURISIN2018)

      Volume: - Pages: 117-128

    • Related Report
      2018 Annual Research Report
  • [Presentation] 日本酒フレーバ類似度の可視化による銘柄探索システムの開発2022

    • Author(s)
      柴 孝明,伊藤正彦
    • Organizer
      第5回ビジュアリゼーションワークショップ
    • Related Report
      2021 Annual Research Report
  • [Presentation] Wikipediaカテゴリオントロジー - Wikipediaカテゴリの知識工学的観点からの活用を目指して -2021

    • Author(s)
      吉岡真治
    • Organizer
      人工知能学会第55回セマンティックウェブとオントロジー研究会,
    • Related Report
      2021 Annual Research Report
  • [Presentation] NTCIR15 QA Lab-PoliInfo-2 の報告およびデータセット公開2021

    • Author(s)
      木村泰知, 渋木英潔, 高丸圭一, 内田ゆず, 乙武北斗, 石下円香, 三田村照子, 吉岡真治, 秋葉友良, 小川泰弘, 佐々木稔, 横手健一, 神門 典子, 森辰則, 荒木健治, 関根聡
    • Organizer
      言語処理学会第27回年次大会
    • Related Report
      2020 Annual Research Report
  • [Presentation] Wikipediaカテゴリオントロジーを利用したWikipediaページのクラス分類2020

    • Author(s)
      中川嵩教, 小板橋佳晃, 吉岡真治
    • Organizer
      2020年度人工知能学会全国大会(第34回)
    • Related Report
      2020 Annual Research Report
  • [Presentation] 東京都議会会議録における議案への賛否を表明する発言の分析2020

    • Author(s)
      高丸圭一, 木村泰知, 内田ゆず, 佐々木稔, 吉岡真治, 秋葉友良, 渋木 英潔
    • Organizer
      2020年度人工知能学会全国大会(第34回)
    • Related Report
      2020 Annual Research Report
  • [Presentation] 要約の自動評価手法としてのDoc2Vec の利用2020

    • Author(s)
      渋木英潔, 木村泰知, 乙武北斗, 石下円香, 秋葉友良, 小川泰弘, 横手健一, 森辰則, 神門典子
    • Organizer
      情報処理学会研究報告 (NL) 246(NL-24)
    • Related Report
      2020 Annual Research Report
  • [Presentation] 地方議会会議録の議論構造の分析 及び平常時と非常時における会議録の構造比較2020

    • Author(s)
      石下 円香, 渋木 英潔, 神門 典子
    • Organizer
      情報処理学会研究報告 (NL) 246(NL-37)
    • Related Report
      2020 Annual Research Report
  • [Presentation] VR空間での散布図要素選択における触覚フィードバックの効果の評価2020

    • Author(s)
      岸里遼, 伊藤正彦
    • Organizer
      令和2年度 電気・情報関係学会北海道支部連合大会
    • Related Report
      2020 Annual Research Report
  • [Presentation] ユーザの興味を反映したニュースサイトの多観点スタンス分析2020

    • Author(s)
      立浪紀彦, 吉岡真治, 神門典子, James Allan, 伊藤正彦
    • Organizer
      言語処理学会第26回年次大会発表論文集, D5-4
    • Related Report
      2019 Annual Research Report
  • [Presentation] NTCIR-15 QA Lab-PoliInfo2 のタスク設計2020

    • Author(s)
      木村泰知, 渋木英潔, 高丸圭一, 秋葉友良, 石下円香, 内田ゆず, 小川泰弘, 乙武北斗, 佐々木稔, 三田村照子, 横手健一, 吉岡真治, 神門典子
    • Organizer
      言語処理学会第26回年次大会発表論文集, F3-2
    • Related Report
      2019 Annual Research Report
  • [Presentation] 森羅と日本語DBpediaにおける属性の取り扱いに関する比較分析2020

    • Author(s)
      小板橋佳晃,吉岡真治
    • Organizer
      言語処理学会第26回年次大会発表論文集, D5-1
    • Related Report
      2019 Annual Research Report
  • [Presentation] カテゴリの親子関係の種類に基づくWikipediaカテゴリの再整理2019

    • Author(s)
      中川嵩教,小板橋佳晃,吉岡真治
    • Organizer
      2019年度人工知能学会全国大会(第33回)論文集, 1K2-J-4-05
    • Related Report
      2019 Annual Research Report
  • [Presentation] 日本語Wikipediaオントロジーの構築2019

    • Author(s)
      中川嵩教,小板橋佳晃,吉岡真治
    • Organizer
      人工知能学会第48回セマンティックウェブとオントロジー研究会, SIG-SWO-048-07
    • Related Report
      2019 Annual Research Report
  • [Presentation] Wikipediaカテゴリの構成要素に注目したカテゴリ階層の分析2019

    • Author(s)
      中川嵩教, 小板橋佳晃, 吉岡真治
    • Organizer
      言語処理学会第25回年次大会(NLP2019)
    • Related Report
      2018 Annual Research Report
  • [Presentation] 博物館の展示 物と見学者の興味を関連付ける情報の発見2019

    • Author(s)
      楊澤華 ,山本祐輔 ,山本岳洋,神門典子,大島裕明
    • Organizer
      第11回データ工学と情報マネジ メントに関するフォーラム (DEIM2019)
    • Related Report
      2018 Annual Research Report
  • [Presentation] 大規模ニュース記事データベースを用いた複数観点からの記事の対比と報道スタンスの分析2018

    • Author(s)
      立浪紀彦, 吉岡 真治
    • Organizer
      情報処理学会ICS研究会2018-ICS-192
    • Related Report
      2018 Annual Research Report
  • [Presentation] 知識工学者のためのWikipediaカテゴリ構造の再整理2018

    • Author(s)
      中川嵩教, 吉岡真治
    • Organizer
      2018年度人工知能学会全国大会(第31回)
    • Related Report
      2018 Annual Research Report

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Published: 2018-04-23   Modified: 2023-01-30  

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