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Online Data-Mining Search for Multi-dimensional Search Intents

Research Project

Project/Area Number 15H01718
Research Category

Grant-in-Aid for Scientific Research (A)

Allocation TypeSingle-year Grants
Section一般
Research Field Web informatics, Service informatics
Research InstitutionKyoto University

Principal Investigator

TANAKA KATSUMI  京都大学, 情報学研究科, 名誉教授 (00127375)

Co-Investigator(Kenkyū-buntansha) Adam Jatowt  京都大学, 情報学研究科, 特定准教授 (00415861)
加藤 誠  京都大学, 国際高等教育院, 特定講師 (00646911)
山本 岳洋  京都大学, 情報学研究科, 助教 (70717636)
大島 裕明  兵庫県立大学, 応用情報科学研究科, 准教授 (90452317)
Project Period (FY) 2015-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥43,550,000 (Direct Cost: ¥33,500,000、Indirect Cost: ¥10,050,000)
Fiscal Year 2017: ¥8,450,000 (Direct Cost: ¥6,500,000、Indirect Cost: ¥1,950,000)
Fiscal Year 2016: ¥16,510,000 (Direct Cost: ¥12,700,000、Indirect Cost: ¥3,810,000)
Fiscal Year 2015: ¥18,590,000 (Direct Cost: ¥14,300,000、Indirect Cost: ¥4,290,000)
Keywords情報検索 / データマイニング / ウェブ / 機械学習 / 検索エンジン / 検索意図 / ウェブマイニング / 情報信頼性
Outline of Final Research Achievements

We developed several search algorithms, which can cope with a variety of search intents. Also, we developed aggregate search algorithms, which searches for aggregate information. We first classify search intents, and then developed the following search methods: (1) We developed and evaluated data mining/machine learning algorithms, which discover executable queries for given search intents. (2) We developed and evaluated aggregate search algorithms (including diversity computation and ranking), which searches for "aggregate" information.

Report

(4 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Annual Research Report
  • 2015 Annual Research Report
  • Research Products

    (47 results)

All 2018 2017 2016 2015

All Journal Article (22 results) (of which Int'l Joint Research: 8 results,  Peer Reviewed: 22 results,  Open Access: 6 results,  Acknowledgement Compliant: 8 results) Presentation (21 results) (of which Int'l Joint Research: 20 results) Book (3 results) Funded Workshop (1 results)

  • [Journal Article] Mining Alternative Actions from Community Q&A Corpus2018

    • Author(s)
      Suppanut Pothirattanachaikul, Takehiro Yamamoto, Sumio Fujita, Akira Tajima, Katsumi Tanaka, Masatoshi Yoshikawa
    • Journal Title

      IPSJ Journal of Information Processing

      Volume: 印刷中

    • NAID

      130006734610

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Event Identification for Explicit and Implicit References on Microblogs2017

    • Author(s)
      Lu Jun-Li, Kato Makoto P. , Yamamoto Takehiro, Tanaka Katsumi
    • Journal Title

      Journal of Information Processing

      Volume: 25 Issue: 0 Pages: 505-513

    • DOI

      10.2197/ipsjjip.25.505

    • NAID

      130005775574

    • ISSN
      1882-6652
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Search by Screenshots for Universal Article Clipping in Mobile Apps2017

    • Author(s)
      Kazutoshi Umemoto, Ruihua Song, Jian-Yun Nie, Xing Xie, Katsumi Tanaka, and Yong Rui
    • Journal Title

      ACM Transactions on Information Systems

      Volume: 35 Issue: 4 Pages: 1-29

    • DOI

      10.1145/3091107

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Time-focused analysis of connectivity and popularity of historical persons in Wikipedia2017

    • Author(s)
      Adam Jatowt, Daisuke Kawai, Katsumi Tanaka
    • Journal Title

      International Journal on Digital Libraries, Springer Berlin Heidelberg

      Volume: - Issue: 4 Pages: 1-19

    • DOI

      10.1007/s00799-018-0231-4

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Is Tofu the Cheese of Asia?: Searching for Corresponding Objects across Geographical Areas2017

    • Author(s)
      Yating Zhang, Adam Jatowt, Katsumi Tanaka
    • Journal Title

      Proceedings of the 26th International World Wide Web Conference (WWW 2017), Companion Volume

      Volume: - Pages: 1033-1042

    • DOI

      10.1145/3041021.3055132

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Discovering Typical Histories of Entities by Multi-Timeline Summarization2017

    • Author(s)
      Yijun Duan, Adam Jatowt, Katsumi Tanaka
    • Journal Title

      Proceedings of the 28th ACM Conference on Hypertext and Social Media, HT 2017, Prague, Czech Republic

      Volume: - Pages: 105-114

    • DOI

      10.1145/3078714.3078725

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Timestamping Entities using Contextual Information2017

    • Author(s)
      Adam Jatowt, Daisuke Kawai, Katsumi Tanaka
    • Journal Title

      Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017), Shinjuku, Tokyo, Japan

      Volume: - Pages: 1205-1208

    • DOI

      10.1145/3077136.3080762

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Entity search by leveraging attributive terms in sentential queries over RDF data2017

    • Author(s)
      Imrattanatrai Wiradee、Kato Makoto P.、Tanaka Katsumi
    • Journal Title

      Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence

      Volume: なし Pages: 769-776

    • DOI

      10.1145/3106426.3106462

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Context-aware relevance feedback over SNS graph data2017

    • Author(s)
      Kataoka Daisuke、Kato Makoto P.、Yamamoto Takehiro、Ohshima Hiroaki、Tanaka Katsumi
    • Journal Title

      Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence

      Volume: なし Pages: 823-830

    • DOI

      10.1145/3106426.3106527

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Mining alternative actions from community Q&A corpus for task-oriented web search2017

    • Author(s)
      Suppanut Pothirattanachaikul, Takehiro Yamamoto, Sumio Fujita, Akira Tajima, Katsumi Tanaka
    • Journal Title

      Proceedings of the International Conference on Web Intelligence (WI2017), Leipzig, Germany

      Volume: - Pages: 607-614

    • DOI

      10.1145/3106426.3106461

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] A Propagation-Based Method of Estimating Students’ Concept Understanding2017

    • Author(s)
      Lopez-Garcia Rafael、Kato Makoto P.、Tanaka Katsumi
    • Journal Title

      Proceedings of the 9th International Conference on Social Informatics

      Volume: なし Pages: 611-627

    • DOI

      10.1007/978-3-319-67217-5_36

    • ISBN
      9783319672168, 9783319672175
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Temporal Analog Retrieval using Transformation over Dual Hierarchical Structures2017

    • Author(s)
      Yating Zhang, Adam Jatowt, Katsumi Tanaka
    • Journal Title

      Proceedings of the ACM CIKM 2017 International Conference on Information and Knowledge Management, Singapore

      Volume: - Pages: 717-726

    • DOI

      10.1145/3132847.3132917

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Entity Ranking by Learning and Inferring Pairwise Preferences from User Reviews2017

    • Author(s)
      Uchida Shinryo、Yamamoto Takehiro、Kato Makoto P.、Ohshima Hiroaki、Tanaka Katsumi
    • Journal Title

      Proceedings of the 13th Asia Information Retrieval Societies Conference

      Volume: なし Pages: 141-153

    • DOI

      10.1007/978-3-319-70145-5_11

    • ISBN
      9783319701448, 9783319701455
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Calculating Typicality of Recipes and Generating a Typical Recipe Based on Work Flow Representation2016

    • Author(s)
      山肩 洋子,今堀 慎治,森 信介,田中 克己
    • Journal Title

      電子情報通信学会論文誌D 情報・システム

      Volume: J99-D Issue: 4 Pages: 378-391

    • DOI

      10.14923/transinfj.2015DEP0007

    • ISSN
      1880-4535, 1881-0225
    • Year and Date
      2016-04-01
    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Paraphrasing Sentential Queries by Incorporating Coordinate Relationship2016

    • Author(s)
      Meng Zhao, Hiroaki Ohshima, Katsumi Tanaka
    • Journal Title

      Journal of Information Processing

      Volume: 24 Issue: 4 Pages: 721-731

    • DOI

      10.2197/ipsjjip.24.721

    • NAID

      130005165249

    • ISSN
      1882-6652
    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Entity Identification on Microblogs by CRF Model with Adaptive Dependency2016

    • Author(s)
      Jun-Li Lu, Makoto P. Kato, Takehiro Yamamoto, Katsumi Tanaka
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: E99.D Issue: 9 Pages: 2295-2305

    • DOI

      10.1587/transinf.2016EDP7015

    • NAID

      130005262024

    • ISSN
      0916-8532, 1745-1361
    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Cognition-Aware Summarization of Photos Representing Events2016

    • Author(s)
      Bei Liu, Makoto P. Kato, Katsumi Tanaka
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: E99.D Issue: 12 Pages: 3140-3153

    • DOI

      10.1587/transinf.2016EDP7079

    • NAID

      130005170982

    • ISSN
      0916-8532, 1745-1361
    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Causal Relationship Detection in Archival Collections of Product Reviews for Understanding Technology Evolution2016

    • Author(s)
      Yating Zhang, Adam Jatowt, Katsumi Tanaka
    • Journal Title

      ACM Trans. Inf. Syst.

      Volume: 35 Issue: 1 Pages: 1-41

    • DOI

      10.1145/2937752

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] The Past is Not a Foreign Country: Detecting Semantically Similar Terms across Time2016

    • Author(s)
      Yating Zhang, Adam Jatowt, Sourav S. Bhowmick, Katsumi Tanaka
    • Journal Title

      IEEE Trans. Knowl. Data Eng.

      Volume: 28 Issue: 10 Pages: 2793-2807

    • DOI

      10.1109/tkde.2016.2591008

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] 役割に基づく協調検索における検索行動分析2016

    • Author(s)
      山本岳洋, 山本光穂, 田中克己
    • Journal Title

      日本データベース学会和文論文誌

      Volume: 14 Pages: 1-6

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] 経験的属性によるオブジェクト検索2016

    • Author(s)
      内田 臣了, 山本 岳洋, 加藤 誠, 大島 裕明, 田中 克己
    • Journal Title

      日本データベース学会和文論文誌

      Volume: 14 Pages: 1-7

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Generic Method for Detecting Focus Time of Documents2015

    • Author(s)
      Adam Jatowt, Ching-man Au Yeung, Katsumi Tanaka
    • Journal Title

      Inf. Process. Manage.

      Volume: 51 Issue: 6 Pages: 851-866

    • DOI

      10.1016/j.ipm.2015.05.001

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Presentation] 経験の分散表現による意味類似性判定と経験価値を提供する地物検索2017

    • Author(s)
      松村優也,大島裕明,田中克己,吉川正俊
    • Organizer
      平成29年度情報処理学会関西支部 支部大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Finding “Similar but Different” Documents based on Coordinate Relationship2016

    • Author(s)
      Meng Zhao, Hiroaki Ohshima, Katsumi Tanaka
    • Organizer
      The 18th International Conference on Asia-Pacific Digital Libraries (ICADL2016)
    • Place of Presentation
      Tsukuba, Japan
    • Year and Date
      2016-12-07
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] How Good are Word Embeddings? Automatically Explaining Similarity of Terms2016

    • Author(s)
      Yating Zhang, Adam Jatowt, Katsumi Tanaka
    • Organizer
      The 2016 IEEE International Conference on Big Data (IEEE BigData2016)
    • Place of Presentation
      Washington D.C., USA
    • Year and Date
      2016-12-05
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Predicting Importance of Historical Persons using Wikipedia2016

    • Author(s)
      Adam Jatowt, Daisuke Kawai, Katsumi Tanaka
    • Organizer
      The 25th ACM International on Conference on Information and Knowledge Management, CIKM 2016
    • Place of Presentation
      Indianapolis, IN, USA
    • Year and Date
      2016-10-24
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Query Suggestion for Struggling Search by Struggling Flow Graph2016

    • Author(s)
      Zebang Chen, Takehiro Yamamoto, and Katsumi Tanaka
    • Organizer
      The 2016 IEEE/WIC/ACM International Conference on Web Intelligence (WI2016)
    • Place of Presentation
      Omaha, NB, USA
    • Year and Date
      2016-10-13
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Supporting News Article Understanding by Detecting Subject-Background Event Relations2016

    • Author(s)
      Shotaro Tanaka, Adam Jatowt, Katsumi Tanaka
    • Organizer
      The 2016 IEEE/WIC/ACM International Conference on Web Intelligence (WI2016)
    • Place of Presentation
      Omaha, NB, USA
    • Year and Date
      2016-10-13
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] ScentBar: A Query Suggestion Interface Visualizing the Amount of Missed Relevant Information for Intrinsically Diverse Search2016

    • Author(s)
      Kazutoshi Umemoto, Takehiro Yamamoto, Katsumi Tanaka
    • Organizer
      The 39th International ACM SIGIR Conference on Research and Development in Information Retrieval (ACM SIGIR2016)
    • Place of Presentation
      Pisa, Italy
    • Year and Date
      2016-07-17
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Digital History Meets Wikipedia: Analyzing Historical Persons in Wikipedia2016

    • Author(s)
      Adam Jatowt, Daisuke Kawai, Katsumi Tanaka
    • Organizer
      The ACM/IEEE-CS Joint Conference on Digital Libraries (JCDL2016)
    • Place of Presentation
      Newark, NJ, USA
    • Year and Date
      2016-06-19
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Detecting Evolution of Concepts based on Cause-Effect Relationships in Online Reviews2016

    • Author(s)
      Yating Zhang, Adam Jatowt, Katsumi Tanaka
    • Organizer
      The 25th International World Wide Web Conference (WWW 2016)
    • Place of Presentation
      Montreal, Canada
    • Year and Date
      2016-04-11
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] How do Users Handle Inconsistent Information? The Effect of Search Expertise2016

    • Author(s)
      Kazutoshi Umemoto, Takehiro Yamamoto, Katsumi Tanaka
    • Organizer
      The 31st Annual ACM Symposium on Applied Computing (ACM SAC 2016)
    • Place of Presentation
      Pisa, Italy
    • Year and Date
      2016-04-04
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] To Suggest, or Not to Suggest for Queries with Diverse Intents: Optimizing Search Result Presentation2016

    • Author(s)
      Makoto P. Kato, Katsumi Tanaka
    • Organizer
      The Ninth ACM International Conference on Web Search and Data Mining (WSDM2016)
    • Place of Presentation
      San Francisco, CA, USA
    • Year and Date
      2016-02-22
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Sentential Query Rewriting via Mutual Reinforcement of Paraphrase-Coordinate Relationships2015

    • Author(s)
      Meng Zhao, Hiroaki Ohshima, and Katsumi Tanaka
    • Organizer
      The 17th International Conference on Information Integration and Web-based Applications & Services (iiWAS 2015)
    • Place of Presentation
      Brussels, Belgium
    • Year and Date
      2015-12-11
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Web Page Revisiting by Coordinate Page Discovery2015

    • Author(s)
      Yusuke Takeda, Hiroaki Ohshima, and Katsumi Tanaka
    • Organizer
      The 17th International Conference on Information Integration and Web-based Applications & Services (iiWAS 2015)
    • Place of Presentation
      Brussels, Belgium
    • Year and Date
      2015-12-11
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Who Stays Longer in Community QA Media? - User Behavior Analysis in cQA -2015

    • Author(s)
      Yoshiyuki Shoji, Sumio Fujita, Akira Tajima, Katsumi Tanaka
    • Organizer
      The 7th International Conference on Social Informatics (SocInfo 2015)
    • Place of Presentation
      Beijing, China
    • Year and Date
      2015-12-09
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Entity Identification on Microblogs by CRF Model with Adaptive Dependency2015

    • Author(s)
      Jun-Li Lu, Makoto P. Kato, Takehiro Yamamoto, and Katsumi Tanaka
    • Organizer
      The IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT 2015)
    • Place of Presentation
      Singapore
    • Year and Date
      2015-12-06
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Towards Solving Comprehensibility-Relevance Trade-off in Information Retrieval2015

    • Author(s)
      Kouichi Akamatsu, Adam Jatowt, and Katsumi Tanaka
    • Organizer
      The IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT 2015)
    • Place of Presentation
      Singapore
    • Year and Date
      2015-12-06
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Product Purchase Prediction Based on Time Series Data Analysis in Social Media2015

    • Author(s)
      Yuho Tsuboi, Adam Jatowt and Katsumi Tanaka
    • Organizer
      The IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT 2015)
    • Place of Presentation
      Singapore
    • Year and Date
      2015-12-06
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Analyzing Effect of Roles on Search Performance and Query Formulation in Collaborative Search2015

    • Author(s)
      Takehiro Yamamoto, Mitsuo Yamamoto, Katsumi Tanaka
    • Organizer
      The 2015 Workshop on Evaluation on Collaborative Information Retrieval and Seeking (ECol 2015)
    • Place of Presentation
      Melbourne, Australia
    • Year and Date
      2015-10-23
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Omnia Mutantur, Nihil Interit: Connecting Past with Present by Finding Corresponding Terms across Time2015

    • Author(s)
      Yating Zhang, Adam Jatowt, Sourav S. Bhowmick, Katsumi Tanaka
    • Organizer
      The 53rd Annual Meeting of the Association for Computational Linguistics (ACL 2015)
    • Place of Presentation
      Beijing, China
    • Year and Date
      2015-07-26
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Situation-based food recommendation for yielding good results2015

    • Author(s)
      Takuya Kadowaki, Yoko Yamakata, Katsumi Tanaka
    • Organizer
      2015 IEEE International Conference on Multimedia & Expo Workshops, ICME Workshops 2015
    • Place of Presentation
      Turin, Italy
    • Year and Date
      2015-06-29
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Finding Paraphrase Facts Based on Coordinate Relationships2015

    • Author(s)
      Meng Zhao, Hiroaki Ohshima, Katsumi Tanaka
    • Organizer
      Database Systems for Advanced Applications - DASFAA 2015 International Workshops, SeCoP, BDMS, and Posters
    • Place of Presentation
      Hanoi, Vietnam
    • Year and Date
      2015-04-20
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Book] デザイン学概論2016

    • Author(s)
      石田 亨(編)
    • Total Pages
      260
    • Publisher
      共立出版
    • Related Report
      2016 Annual Research Report
  • [Book] Conceptual Modeling - 35th International Conference, ER 20162016

    • Author(s)
      Isabelle Comyn-Wattiau, Katsumi Tanaka, Il-Yeol Song, Shuichiro Yamamoto, Motoshi Saeki Eds.
    • Total Pages
      562
    • Publisher
      Springer
    • Related Report
      2016 Annual Research Report
  • [Book] Proceedings of the First International Workshop on Novel Web Search Interfaces and Systems, NWSearch 2015 (ISBN 978-1-4503-3789-2)2015

    • Author(s)
      Davood Rafiei, Katsumi Tanaka (Eds)
    • Total Pages
      22
    • Publisher
      ACM
    • Related Report
      2015 Annual Research Report
  • [Funded Workshop] Korea-Japan Database Workshop (KJDB 2015)2015

    • Place of Presentation
      Okinawa, Japan
    • Year and Date
      2015-12-03
    • Related Report
      2015 Annual Research Report

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Published: 2015-04-16   Modified: 2019-03-29  

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