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Automatic Attachment of Evaluation Information to Books with Dato Mining Technology and Construction of Book Recommendation System

Research Project

Project/Area Number 17500167
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field 情報図書館学・人文社会情報学
Research InstitutionKyushu Institute of Information Sciences

Principal Investigator

MINAMI Toshiro  Kyushu Institute of Information Sciences, Faculty of Management and Information Sciences, Professor (80315150)

Co-Investigator(Kenkyū-buntansha) HIROKAWA Sachio  Kyushu University, Computer and Communications Center, Associate Professor (40126785)
ITOH Eisuke  Kyushu University, Computer and Communications Center, Associate Professor (90294991)
IKEDA Daisuke  Kyushu University, University Library, Associate Professor (00294992)
Project Period (FY) 2005 – 2006
Project Status Completed (Fiscal Year 2006)
Budget Amount *help
¥3,500,000 (Direct Cost: ¥3,500,000)
Fiscal Year 2006: ¥1,600,000 (Direct Cost: ¥1,600,000)
Fiscal Year 2005: ¥1,900,000 (Direct Cost: ¥1,900,000)
KeywordsInformation Library Science / Artificial Intelligence / Data Mining / Book / Evaluation / Recommendation / and / Metadata / データ / テキスト / Webマイニング / 評価情報 / 関連性推測 / シラバスデータ
Research Abstract

Due to rapid progress of ICT (Information and Communication Technology), libraries have been trying to change itself in order to adapt themselves to new age. Firstly they started providing information by putting Web sites, then publishing digitized rare books and others, and constructing digital material like e-journals.
This research was achieved by taking the book recommendation system which uses book evaluation information as a next step library service, and made a fundamental investigation on necessary conditions of the system and its operation together with giving directions towards practical applications. Such system has to (1) collect evaluation data, (2) analyze the collected data, and (3) display the results. We did research as follows and had presented our research results in several opportunities including international conferences.
(1) Collection : As the basic data for getting evaluation data, we have to collect information from out of the library, data from the Web sites of … More library, use data of material in library, and so on. Based on this, we developed a topic-specific Web crawler and researched on technology of extracting information from Web pages. Also, we researched the collection technology of use data with intelligent bookshelf, which collects data in the library, and made a preliminary experiment of such a system.
(2) Analysis : We made a research on analysis technology, where the targets of it include book evaluation information. Book review and music playlists were also the targets of this research. In order to apply this technology, we investigated the method of finding similar items from a large item list. Also, we investigated a method of analyzing the use data from intelligent bookshelf and extracts useful data for libraries.
(3) Display : Book recommendation system is not a stand-alone system. We recognize it as a part of issues about user interface in library portal sites. We developed a bird-view displaying technology and apply the results of Web information integration to the construction of in-the-campus portal sites.
These research results would be valuable for the personalized library services, which should be more and more important in the next generation libraries. Less

Report

(3 results)
  • 2006 Annual Research Report   Final Research Report Summary
  • 2005 Annual Research Report
  • Research Products

    (24 results)

All 2007 2006 2005

All Journal Article (24 results)

  • [Journal Article] Multiple Viewed Search Engine for e-Journal-a Case Study on Zoological Science2007

    • Author(s)
      Seki T., Wada T., Yamada Y., Ytow N., Hirokawa S.
    • Journal Title

      Proc.12th International Conference on Human-Computer Interaction 4

      Pages: 989-998

    • NAID

      120006655429

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Multiple Viewed Search engine fore-Journal-a Case Study on Zoological Science2007

    • Author(s)
      Seki T. Wada T. Yamada Y. Ytow N. Hirokawa S.
    • Journal Title

      Proc. 12th International Conference on Human-Computer Interaction Vol.4

    • NAID

      120006655429

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Multiple Viewed Search Engine for e-Journal - a Case Study on Zoological Science2007

    • Author(s)
      Takahiro Seki, Taiki Wada, Yasuhiro Yamada, Nozomi Ytow, Sachio Hirokawa
    • Journal Title

      Springer Lecture Notes on Computer Science (Proc. 12^<th> International Conference on Human-Computer Interaction 4) 4553

      Pages: 10-10

    • NAID

      120006655429

    • Related Report
      2006 Annual Research Report
  • [Journal Article] ハイブリッド図書館における利用者指向サービス2007

    • Author(s)
      南 俊朗
    • Journal Title

      九州情報大学研究論集 9・1

      Pages: 15-30

    • NAID

      40015432359

    • Related Report
      2006 Annual Research Report
  • [Journal Article] ユビキタス社会のMy Library-ICタグで拓く利用者指向-2006

    • Author(s)
      南 俊朗
    • Journal Title

      薬学図書館 51・1

      Pages: 8-17

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] RFID Tag based Library Marketing for Improving Patron Services2006

    • Author(s)
      Minami T.
    • Journal Title

      Springer Lecture Notes on Artificial Intelligence(Proc.2006Pacific Rim Knowledge Acquisition Workshop) 4303

      Pages: 51-63

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Library Marketing with RFID for Supporting Learning Patrons2006

    • Author(s)
      Minami T.
    • Journal Title

      Current Developments in Technology-Assisted Education(2006)(Proc.4th International Conference on Multimedia and ICT in Education) 1

      Pages: 100-104

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] My Library in Ubiquitous Society-User-Oriented Services with IC Tags-(in Japanese)2006

    • Author(s)
      Minami T.
    • Journal Title

      Pharmaceutical Library Bulletin Vol. 51 No.1

      Pages: 8-17

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] RFID Tag based Library Marketing for Improving Patron Services2006

    • Author(s)
      Minami T.
    • Journal Title

      Springer Lecture Notes on Artificial Intelligence(proc. 2006) Pacific Rim Knowledge Acquisition Workshop) 4303

      Pages: 51-63

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Library Marketing with RFID for Supporting Learning Patrons2006

    • Author(s)
      Minami T.
    • Journal Title

      Current Developments in Technology-Assisted Education(2006)(Proc. 4th International Conference on Multimedia and ICT in Education), Vol.1 Vol.1

      Pages: 100-104

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Detecting Blog Spams using the Vocabulary Size of All Substrings in Their Copies2006

    • Author(s)
      Narisawa K., Yamada Y., Ikeda D., Takeda M.
    • Journal Title

      Proc.3^<rd> Annual Workshop on Weblogging Ecosystem

      Pages: 10-10

    • Related Report
      2006 Annual Research Report
  • [Journal Article] RFID Tag based Library Marketing for Improving Patron Services2006

    • Author(s)
      Toshiro Minami
    • Journal Title

      Springer Lecture Notes on Artificial Intelligence (Proc. 2006 Pacific Rim Knowledge Acquisition Workshop) 4303

      Pages: 51-63

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Library Marketing with RFID for Supporting Learning Patrons2006

    • Author(s)
      Toshiro Minami
    • Journal Title

      Current Developments in Technology-Assisted Education (2006) (Proc. 4^<th> International Conference on Multimedia and ICT in Education) 1

      Pages: 100-104

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Functional Composition of Web Databases2006

    • Author(s)
      Masao Mori, Tetsuya Nakatoh, Sachio Hirokawa
    • Journal Title

      Springer Lecture Notes on Computer Science (Proc. 9^<th> International Conference on Asian Digital Libraries) 4312

      Pages: 439-448

    • NAID

      120006655093

    • Related Report
      2006 Annual Research Report
  • [Journal Article] 自己学習型トピッククローラーの構築と評価2006

    • Author(s)
      冨山北斗, 下司義寛, 伊東栄典, 廣川佐千男
    • Journal Title

      電子情報通信学会第17回データ工学ワークショッブ(DEWS2006)

      Pages: 6-6

    • NAID

      120002223664

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Information Extraction from Web Pages Using Semi-structured Data Alignment2005

    • Author(s)
      Kuboyama T., Miyahara T., Hirokawa S., Itoh E.
    • Journal Title

      Proc.9th World Multi-Conference on Systemics, Cybernetics and Informatics

      Pages: 6-6

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] An Approach to Analyzing Correlation between Songs/Artists Using iTMS Playlist2005

    • Author(s)
      Dou Y., Itoh E., Hirokawa S., Ikeda D.
    • Journal Title

      Proc.International Conference on Intelligent Agents, Web Technologies and Internet Commerce

      Pages: 28-30

    • NAID

      120006654585

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Information Extraction from Web Pages Using Semi-structured Data Alignment2005

    • Author(s)
      Kuboyama T. Miyahara T. Hirokawa S. Itoh E.
    • Journal Title

      Proc. 9th World Multi-Conference on Systemics, Cybernetics and Informatics 6

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] An Approach to Analyzing Correlation Between Songs/Artists Using iTMS Playlist2005

    • Author(s)
      Dou Y. Itoh E., Hirokawa S. Ikeda D.
    • Journal Title

      Proc. International Conference on Intelligent Agents, Web Technologies and Internet Commerce

      Pages: 28-30

    • NAID

      120006654585

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] 部分文字列増幅法による共通パタン発見アルゴリズム2005

    • Author(s)
      池田大輔, 山田泰寛, 廣川佐千男
    • Journal Title

      情報処理学会論文誌「数理モデル化と応用」(TOM), 46・SIG2

      Pages: 56-66

    • NAID

      110002914186

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Towards Multilingual Syllabus Integration2005

    • Author(s)
      Toshiro Minami, Sachio Hirokawa
    • Journal Title

      International Journal of Information 8・2

      Pages: 281-290

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Needs and Benefits of Massively Multi Book Agent Systems for u-Libraries2005

    • Author(s)
      Toshiro Minami
    • Journal Title

      Lecture Notes in Artificial Intelligence 3446

      Pages: 239-253

    • Related Report
      2005 Annual Research Report
  • [Journal Article] An Approach to Analyzing Correlation between Songs/Artists Using iTMS Playlists2005

    • Author(s)
      Dou Yufen, Itoh Eisuke, Hirokawa Sachio, Ikeda Daisuke
    • Journal Title

      Proc. International Conference on Intelligent Agents, Web Technology and Internet Commerce(IAWTIC'2005)

      Pages: 951-956

    • NAID

      120006654585

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Information Extraction from Web Pages Using Semi-structured Data Alignment2005

    • Author(s)
      Kuboyama T., Miyahara T., Hirokawa S., Itoh E.
    • Journal Title

      Proc. 9th World Multi-Conference on Systemics, Cybernetics and Informatics

      Pages: 6-6

    • Related Report
      2005 Annual Research Report

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Published: 2005-04-01   Modified: 2016-04-21  

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