Yoshiyuki Shoji

(莊司 慶行)

Affiliation

Lecturer,
Department of Behavior Informatics,
Faculty of Informatics,
Shizuoka University.

Doctor of Informatics (Kyoto University)

Research Interests

Topics

  • Web Information Retrieval
  • Information Access
  • Social Media Analysis

Publication

International conference papers

  1. Geographic Entity Retrieval for Finding Places Suitable for Certain Purposes by Using Relevance Graphs on Places and Reviews, Yui Maekawa, Yoshiyuki Shoji, Martin J. Dürst, Journal of Data Intelligence (JDI), Vol.3, No.2, pp. 401 – 420, 2022. [DOI]
  2. Doc2Vec-based Approach for Extracting Diverse Evaluation Expressions from Online Review Data, Kosuke Kurihara, Yoshiyuki Shoji, Sumio Fujita, Martin J. Dürst, Journal of Data Intelligence (JDI), Vol.3, No.2, pp. 441 – 459, 2022. [DOI]
  3. 提示型検索モデルに基づくミュージアム電子ガイドとその利用ログを用いた事前学習・事後学習支援, 莊司慶行, 相原健郎, 大島裕明, 神門典子, 白石晃一, 中島悠太, 山本岳洋, 山本祐輔, 情報処理学会論文誌, Vol.63, No.2, pp. 364 – 377, 2022.[pdf][DOI]
  4. Best-time Estimation for Regions and Tourist Spots using Phonological Observations with Geotagged Tweets, Masaki Endo, Yoshiyuki Shoji, Masaharu Hirota, Shigeyoshi Ohno, Hiroshi Ishikawa, International Journal of Informatics Society (IJIS), Vol.9, 2017.
  5. WikiBOKを用いた社会情報学の知識体系構築実験, 増永良文, 石田博之, 伊藤一成, 伊藤守, 清水康司, 莊司慶行, 千葉正喜, 長田博泰, 福田亘孝, 正村俊之, 森田武史, 矢吹太朗, 日本データベース学会論文誌, vol.12, No.1, pp.133 – 138, 2013.[REP]
  6. リアクションサーチ:リアクションをクエリとするウェブ情報検索, 莊司慶行, 田中克己, 日本データベース学会論文誌, Vol.10, No.1, pp.43 – 48, 2011[REP][DOI]
  7. 印象語をクエリとするリアクションに基づくウェブ情報検索, 莊司慶行, 田中克己, 情報処理学会 論文誌ジャーナル&JIP 「情報爆発」特集号, Vol.52, No.12, pp.3515 – 3526, 2011.[REP]
  8. 集合知アプローチに基づく知の創成支援システムWikiBOKの研究・開発, 増永良文, 石田博之, 伊藤一成, 伊藤守, 清水康司, 莊司慶行, 高橋徹, 千葉正喜, 長田博泰, 福田亘孝, 正村俊之, 矢吹太朗, 日本データベース学会論文誌, Vol.10, No.1, pp.7 – 12, 2011.

国際会議（査読あり）

  1. Impressing museum visitors by having them answer questions toward the realization of an interactive viewing support system, Yuna Morita, Takehiro Yamamoto, Yoshiyuki Shoji, Hiroaki Ohshima, Yusuke Yamamoto, Noriko Kando, Kenro Aihara, Proc. of the 12th International Conference on Information and Education Technology (ICIET 2024), to appear, 2024.
  2. A Gamification System for Acquiring Appreciation Perspectives in Museum, Kaisei Nishimoto, Kenro Aihara, Noriko Kando, Yoshiyuki Shoji, Yusuke Yamamoto, Takehiro Yamamoto and Hiroaki Ohshima, Proc. of the 12th International Conference on Information and Education Technology (ICIET 2024), to appear, 2024.
  3. Generating Experiential Descriptions and Estimating Evidence Using Generative Language Model and User Products Reviews, Shen Chenfu, Yoshiyuki Shoji, Takehiro Yamamoto, Katsumi Tanaka, Martin J. Dürst, Proc. of 2024 International Conference on Big Data and Smart Computing (BigComp 2024), pp. 254 – 261, 2024.[pdf]
  4. BERT-Based Movie Keyword Search Leveraging User-Generated Movie Rankings and Reviews, Tensho Miyashita, Yoshiyuki Shoji, Sumio Fujita, Martin J. Dürst, Proc. of 2024 International Conference on Big Data and Smart Computing (BigComp 2024), pp. 246 – 253, 2024.[pdf]
  5. Inference-based No-Learning Approach on Pre-trained BERT Model Retrieval,Huu-Long Pham, Ryota Mibayashi, Takehiro Yamamoto, Makoto P. Kato, Yusuke Yamamoto, Yoshiyuki Shoji, Hiroaki Ohshima, Proc. of 2024 International Conference on Big Data and Smart Computing (BigComp 2024), pp. 234 – 241, 2024.
  6. Personalized Treasure Hunt Game for Proactive Museum Appreciation by Analyzing Guide App Operation Log, Jinsong Yu, Shio Takidaira, Tsukasa Sawaura, Yoshiyuki Shoji, Takehiro Yamamoto, Yusuke Yamamoto, Hiroaki Ohshima, Kenro Aihara, Noriko Kando, Proc. of The 25th International Conference on Asia-Pacific Digital Libraries (ICADL 2023), pp. 30 – 45, 2023.[pdf][DOI]
  7. Digital Index Card Creation and Management for Memorizing What You See on the Web, Yuna Saka, Yoshiyuki Shoji, Hiroaki Ohshima, Kouzou Ohara, The 25th International Conference on Information Integration and Web Intelligence (iiWAS 2023), pp. 541 – 546, 2023.[pdf][DOI]
  8. Buy Eye-mask Instead of Alarm Clock!: Graph-based Approach to Identify Functionally Equal Alternative Products, Tsukasa Hirano, Yoshiyuki Shoji, Takehiro Yamamoto, Martin J. Dürst, The 25th International Conference on Information Integration and Web Intelligence (iiWAS 2023), pp. 265 – 279, 2023.[pdf][DOI]
  9. Generating Fine-Grained Aspect Names from Movie Review Sentences Using Generative Language Model, Tomohiro Ishii, Yoshiyuki Shoji, Takehiro Yamamoto, Hiroaki Ohshima, Sumio Fujita, Martin J. Dürst, The 25th International Conference on Information Integration and Web Intelligence (iiWAS 2023), 217 – 232, 2023.[pdf][DOI]
  10. Movie Keyword Search Using Large-Scale Language Model With User-Generated Rankings and Reviews, Tensho Miyashita, Yoshiyuki Shoji, Sumio Fujita, Martin J. Dürst, The 25th International Conference on Information Integration and Web Intelligence (iiWAS 2023), 249 – 255, 2023.[pdf][DOI]
  11. Method of Loci in VR Web Search: Memory Retention Support by Organizing Search Results in a VR Room, Yumiho Takeuchi, Yoshiyuki Shoji, Martin J. Dürst, 25th International Conference on Human-Computer Interaction (HCI International 2023), pp. 373 – 391, 2023.[pdf][DOI]
  12. Slow, Repeat, Voice Guidance: Automatic Generation of Practice Charts to Improve Rhythm Action Game, Shio Takidaira, Yoshiyuki Shoji, Martin J. Dürst, 24th International Conference on Human-Computer Interaction (HCI International 2022), pp. 119 – 138, 2022.[pdf][DOI]
  13. MinpakuBERT: A Language Model for Understanding Cultural Properties in Museum, Ryota Mibayashi, Masaki Ueta, Takafumi Kawahara, Naoaki Matsumoto, Takuma Yoshimura, Kenro Aihara, Noriko Kando, Yoshiyuki Shoji, Yuta Nakajima, Takehiro Yamamoto, Yusuke Yamamoto, Hiroaki Ohshima, Proc. of the 11th International Congress on Advanced Applied Informatics(IIAI-AAI 2022) , pp. 13 – 18, 2022.[DOI]
  14. What Makes a Review Encouraging: Feature Analysis of User Access Logs in a Large-scale Online Movie Review Site, Kakeru Ito, Yoshiyuki Shoji, Sumio Fujita, Martin J. Dürst, The 23rd International Conference on Information Integration and Web-based Applications & Services (IIWAS 2021) , pp. 40 – 48, 2021.[pdf][DOI]
  15. Learning to Rank-based Approach for Movie Search by Keyword Query and Example Query, Kosuke Kurihara, Yoshiyuki Shoji, Sumio Fujita, Martin J. Dürst, The 23rd International Conference on Information Integration and Web-based Applications & Services (IIWAS 2021), 137 – 145, 2021.[pdf][DOI]
  16. How to Find a Place Suitable for “Guitar Practice”: Purpose-oriented Geographic Entity Retrieval by Using Online Review Graph Analysis, Yui Maekawa, Yoshiyuki Shoji, Martin J. Dürst, The 23rd International Conference on Information Integration and Web-based Applications & Services (IIWAS 2021), pp. 115 – 122, 2021.[pdf][DOI]
  17. Doc2Vec-based Approach for Extracting Diverse Evaluation Expressions from Online Review Data, Kosuke Kurihara, Yoshiyuki Shoji, Sumio Fujita, Martin J. Dürst, The 23rd International Conference on Information Integration and Web-based Applications & Services (IIWAS 2021), pp. 11 – 18, 2021.[pdf][DOI]
  18. Museum Experience into a Souvenir: Generating Memorable Postcards from Guide Device Behavior Log, Yoshiyuki Shoji, Kenro Aihara, Noriko Kando, Yuta Nakashima, Hiroaki Ohshima, Shio Takidaira, Masaki Ueta, Takehiro Yamamoto, Yusuke Yamamoto, In Proc. of ACM/IEEE Joint Conference on Digital Libraries 2021 (JCDL 2021), pp.120 – 129, 2021.[pdf][DOI]
  19. Image Retrieval by Hierarchy-aware Deep Hashing Based on Multi-task Learning, Bowen Wang, Liangzhi Li, Yuta Nakashima, Takehiro Yamamoto, Hiroaki Ohshima, Yoshiyuki Shoji, Kenro Aihara, Noriko Kando, In Proc. of ACM International Conference on Multimedia Retrieval 2021 (ICMR 2021), pp. 486 – 490, 2021.[DOI]
  20. Location-based Reminder for Memorizing What Visitors Learn at a Museum, Yoshiyuki Shoji, Kenro Aihara, Martin J. Dürst, Noriko Kando, Takuya Nakaya, Hiroaki Ohshima, Takehiro Yamamoto, Yusuke Yamamoto, In Proc. of The Third Workshop on Evaluation of Personalisation in Information Retrieval (WEPIR2021), Online, 2021[pdf][REPO]
  21. Quiz Generation on the Electronic Guide Application for Improving Learning Experience in the Museum, Masaki Ueta, Tomoya Hashiguchi, Huu-Long Pham, Yoshiyuki Shoji, Noriko Kando, Yusuke Yamamoto, Takehiro Yamamoto, Hiroaki Ohshima, In Proc. of The Third Workshop on Evaluation of Personalisation in Information Retrieval (WEPIR2021), Online, 2021[pdf][REPO]
  22. Target-Topic Aware Doc2Vec for Short Sentence Retrieval from User Generated Content, Kosuke Kurihara, Yoshiyuki Shoji, Sumio Fujita, Martin J.Dürst, Proc. of The 21st International Conference on Information Integration and Web-based Applications & Services (IIWAS 2019), pp. 465 – 469, 2019 [pdf][DOI]
  23. Highlighting Weasel Sentences for Promoting Critical Information Seeking on the Web, Fumiaki Saito, Yoshiyuki Shoji, Yusuke Yamamoto, Proc. of 20th International Conference on Web Information Systems Engineering (WISE 2019), pp. 424 – 440, 2019 [pdf][DOI]
  24. Location2Vec: Generating Distributed Representation of Location by Using Geo-tagged Microblog Posts, Yoshiyuki Shoji, Katsurou Takahashi, Martin J. Dürst, Yusuke Yamamoto, Hiroaki Ohshima, Proc. of the 10th International Conference on Social Informatics (SocInfo 2018), part2, pp.261 – 270, 2018 [pdf][DOI]
  25. How to Find Accessible Free Wi-Fi at Tourist Spots in Japan, Keisuke Mitomi, Masaki Endo, Masaharu Hirota, Shohei Yokoyama, Yoshiyuki Shoji, Hiroshi Ishikawa, Proc. of the 8th International Conference on Social Informatics (SocInfo 2016), pp.389 – 403, 2016 [DOI]
  26. On Best Time Estimation Method for Phenological Observations using Geotagged Tweets, Masaki Endo, Yoshiyuki Shoji, Masaharu Hirota, Shigeyoshi Ohno, Hiroshi Ishikawa, International Workshop on Informatics (IWIN2016), pp.205 – 210, 2016
  27. Who Stays Longer in Community QA Media? – User Behavior Analysis in cQA –, Yoshiyuki Shoji, Sumio Fujita, Akira Tajima, Katsumi Tanaka, Proc. of the 7th International Conference on Social Informatics (SocInfo 2015), pp. 33 – 48, 2015 [pdf][DOI]
  28. Can Diversity Improve Credibility of User Review Data?, Yoshiyuki Shoji, Makoto P. Kato, Katsumi Tanaka, Proc. of the 6th International Conference on Social Informatics (SocInfo 2014), pp. 244 – 258, 2014 [pdf][DOI]
  29. Diversity-Based HITS: Web Page Ranking by Referrer and Referral Diversity, Yoshiyuki Shoji, Katsumi Tanaka, Proc. of the 5th International Conference on Social Informatics (SocInfo 2013), pp. 377 – 390, 2013 [pdf][DOI]
  30. Information Extraction based Approach for the NTCIR-10 1CLICK-2 Task, Tomohiro Manabe, Kosetsu Tsukuda, Kazutoshi Umemoto, Yoshiyuki Shoji, Makoto P. Kato, Takehiro Yamamoto, Meng Zhao, Soungwoong Yoon, Hiroaki Ohshima, Katsumi Tanaka, In Proc. of the 10th NTCIR Workshop Meeting on Evaluation of Information Access Technologies (NTCIR-10 Workshop), pp.243-249, 2013
  31. Information Extraction based Approach for the NTCIR-9 1CLICK Task, Makoto P. Kato, Meng Zhao, Kosetsu Tsukuda, Yoshiyuki Shoji, Takehiro Yamamoto, Hiroaki Ohshima, Katsumi Tanaka, In Proc. of the 9th NTCIR Workshop Meeting on Evaluation of Information Access Technologies (NTCIR-9 Workshop), pp. 202 – 207, 2012
  32. Developing WikiBOK: A Wiki-based BOK Formulation-aid System, Yoshifumi Masunaga, Masaki Chiba, Nobutaka Fukuda, Hiroyuki Ishida, Kazunari Ito, Mamoru Ito, Toshiyuki Masamura, Hiroyasu Nagata, Yasushi Shimizu, Yoshiyuki Shoji, Toru Takahashi, Taro Yabuki, Proceedings of 2011 First IRAST International Conference on Data Engineering and Internet Technology (DEIT 2011), pp.960 – 963, 2011
  33. A Wiki-based Collective intelligence Approach to Formulate a Body of Knowledge (BOK) for a New Discipline, Yoshifumi Masunaga, Yoshiyuki Shoji, Kazunari Ito, Proceedings of the 6th International Symposium on Wikis (WikiSym 2010), pp.1 – 9, 2010 [DOI]
  34. Collective Intelligence Approach for Formulating a BOK of Social Informatics, an Interdisciplinary Field of Study, Yoshifumi Masunaga, Yoshiyuki Shoji, Kazunari Ito, Proceedings of the 5th International Symposium on Wikis (WikiSym 2009), pp.1 – 2, 2009 [DOI]

Journal papers

  • Geographic Entity Retrieval for Finding Places Suitable for Certain Purposes by Using Relevance Graphs on Places and Reviews, Yui Maekawa, Yoshiyuki Shoji, Martin J. Dürst, Journal of Data Intelligence (JDI), Vol.3, No.2, pp. 401 – 420, 2022. [DOI]
  • Doc2Vec-based Approach for Extracting Diverse Evaluation Expressions from Online Review Data, Kosuke Kurihara, Yoshiyuki Shoji, Sumio Fujita, Martin J. Dürst, Journal of Data Intelligence (JDI), Vol.3, No.2, pp. 441 – 459, 2022. [DOI]
  • Best-time Estimation for Regions and Tourist Spots using Phonological Observations with Geotagged Tweets, Masaki Endo，Yoshiyuki Shoji，Masaharu Hirota，Shigeyoshi Ohno，Hiroshi Ishikawa, International Journal of Informatics Society (IJIS), Vol.9, 2017
  • … and 6 more domestic research papers(see Japanese version for more detail).

Workshops, etc.

  • Diversity-Based Credibility Analysis of Social Review Data, Yoshiyuki Shoji, Katsumi Tanaka, The 6th International Workshop with Mentors on Databases, Web and Information Management for Young Researchers (iDB 2014 Workshop), 2014
  • Page Ranking by Referrer-Diversity and Referral-Diversity, Yoshiyuki Shoji, Katsumi Tanaka, The 5th International Workshop with Mentors on Databases, Web and Information Management for Young Researchers (iDB 2013 Workshop), 2013
  • Diversity-Based PageRank: A Ranking Method Based on the Diversity of In-link Pages, Yoshiyuki Shoji, Katsumi Tanaka, The 4th International Workshop with Mentors on Databases, Web and Information Management for Young Researchers (iDB 2012 Workshop), 2012
  • … and more than 60 domestic workshop papers(see Japanese version for more detail).

Budget

  • MEXT KAKENHI（Grants-in-Aid for Scientific Research), Grant-in-Aid for Scientific Research (B)
    “ビッグデータ学習による意味的情報検索”,
    Katsumi Tanaka, 2018 – 2020
  • MEXT KAKENHI（Grants-in-Aid for Scientific Research), Grant-in-Aid for Early-Career Scientists
    “多人数の意見を集約したソーシャルウェブにおける情報検索”,
    Yoshiyuki Shoji, 2018 – 2021
  • MEXT Research Fellowships for Young Scientists (DC2)
    “ソーシャルコミュニケーション情報を用いたウェブ情報検索の研究”,
    Yoshiyuki Shoji, 2012 – 2013
  • GCOE Young Leader Fostering Program on Kyoto University Global COE Program 2011
    “人を考慮した「リアクション」をクエリとする検索”,
    Yoshiyuki Shoji, 2011
  • GCOE Young Leader Fostering Program on Kyoto University Global COE Program 2012
    “「リアクション」をクエリとする検索の実現”,
    Yoshiyuki Shoji, 2010

Awards, Books, Invited Lecture, etc.

  • Invited Lecture
    Social Computing Symposium 2010 (DBSJ SOC2010)
    “Wikiを用いた学際的学問分野の知識体系構築支援システム”
  • Student Encouragement Award
    3rd Forum on Data Engineering and Information Management (DEIM2011)
    “リアクションサーチ: リアクションをクエリとするウェブ情報検索”
  • Book Chapter
    Hirotaka Ichiyanagi: “ライトノベル研究序説”, Seikyusha, 2009
    “ライトノベル年表”

Biography

  • April, 2004 — March, 2008, Bachelor of Engineering:
    Department of Integrated Information Technology,
    College of Science and Engineering, Aoyama Gakuin University.
  • April, 2007 — March, 2010, Master of Arts:
    Social Informatics Course,
    Graduate School of Social Informatics, Aoyama Gakuin University.
  • April, 2010 — March, 2015, Doctor of Informatics:
    Department of Social Informatics,
    Graduate School of Informatics, Kyoto University.
  • April, 2012 — March, 2014, Researcher:
    Research Fellowships for Young Scientists DC2
  • April, 2015 — March, 2016, Researcher:
    Department of Social Informatics,
    Graduate School of Informatics, Kyoto University.
  • April, 2016 — March, 2017, Program-Specific Assistant Professor:
    Faculty of System Design,
    Tokyo Metropolitan University.
  • April, 2017 — December, 2017 Program-Specific Researcher:
    Academic Center for Computing and Media Studies,
    Kyoto University.
  • April, 2018 — 2023 Assistant professor:
    College of Science and Engineering,
    Aoyamagakuin University.
  • April, 2023 — now Lecturer:
    Department of Behavior Informatics,
    Shizuoka University.

Contact

Room J2525, Building J2, Hamamatsu Campus, Shizuoka University,
3-5-1 Johoku, Naka-ku, Shizuoka-shi, Shizuoka 432-8011 JAPAN.
Shoji Laboratory
TEL: +81 42-759-6428
mail: shojiyinf.shizuoka.ac.jp