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A Research of Adaptive User Support System based on Context Awareness

Research Project

Project/Area Number 24700214
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Sensitivity informatics/Soft computing
Research InstitutionMeiji University (2013-2015)
Tokyo Denki University (2012)

Principal Investigator

SAKURAI Yoshitaka  明治大学, 総合数理学部, 准教授 (30408653)

Project Period (FY) 2012-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2014: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2013: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2012: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Keywords機械学習 / データマイニング / 感性工学 / 意思決定支援システム / 適応的サポートシステム / コンテキストアウェアネス / 形式自然言語 / 情報検索
Outline of Final Research Achievements

The purpose of this research is the development of systems for providing an adaptive support corresponding to the user's situation. This consists of the following three systems. One is situation estimation that machine recognizes state of the human. Second is information search to gather information based on the user's situation and request or events from the real world. Third is work support for providing services for a user in response to the situation. And some research on application systems using these have done.
For situation estimation, towards the standardization of the context-based service model, we proposed the fusion method of the context -based reasoning and the world standard of form natural language SBVR, and sophistication of context -based reasoning by hybrid reasoning. As an application, we proposed some support systems such as curriculum creation at the university using data mining.

Report

(5 results)
  • 2015 Annual Research Report   Final Research Report ( PDF )
  • 2014 Research-status Report
  • 2013 Research-status Report
  • 2012 Research-status Report
  • Research Products

    (25 results)

All 2015 2014 2013 2012 2011 Other

All Int'l Joint Research (1 results) Journal Article (24 results) (of which Int'l Joint Research: 1 results,  Peer Reviewed: 24 results,  Acknowledgement Compliant: 1 results)

  • [Int'l Joint Research] Technical University of Ilmenau(Germany)

    • Related Report
      2015 Annual Research Report
  • [Journal Article] Tweet credibility analysis evaluation by improving sentiment dictionary2015

    • Author(s)
      Kawabe, T.; Namihira, Y.; Suzuki, K.; Nara, M.; Sakurai, Y.; Tsuruta, S.; Knauf, R.
    • Journal Title

      Proc. of IEEE Congress on Evolutionary Computation 2015 (CEC2015)

      Volume: 2015 Pages: 2354-2361

    • DOI

      10.1109/cec.2015.7257176

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Distributed GAs with case-based initial populations for real-time solution of combinatorial problems2014

    • Author(s)
      Takashi Kawabe, Masaki Suzuki, Takaaki Motomura, Yukiko Yamamoto, Setsuo Tsuruta, Yoshitaka Sakurai, Rainer Knauf
    • Journal Title

      Proc. of IEEE Symposium on Evolving and Autonomous Learning Systems (EALS)

      Volume: 2014 Pages: 95-101

    • DOI

      10.1109/eals.2014.7009509

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Journal Article] A Case Based GA for an Intelligent Route Optimization Technology2014

    • Author(s)
      Takashi Kawabe, Takaaki Motomura, Masaki Suzuki, Yukiko Yamamoto, Setsuo Tsuruta, Yoshitaka Sakurai, Rainer Knauf
    • Journal Title

      Proc. of the 10th International Conference on Signal Image Technology & Internet Based Systems (SITIS' 2014)

      Volume: 2014 Pages: 141-146

    • DOI

      10.1109/sitis.2014.102

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Journal Article] Knowledge Acquisition issues for intelligent route optimization by evolutionary computation2014

    • Author(s)
      Masaki Suzuki, Setsuo Tsuruta, Rainer Knauf, Yoshitaka Sakurai
    • Journal Title

      Proc. of IEEE Congress on Evolutionary Computation 2014 (CEC2014)

      Volume: 2014 Pages: 3252-3257

    • DOI

      10.1109/cec.2014.6900415

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Journal Article] A case based approach for an intelligent route optimization technology2014

    • Author(s)
      Masaki Suzuki, Taro Matsumaru, Setsuo Tsuruta, Rainer Knauf, Takaaki Motomura, Yoshitaka Sakurai
    • Journal Title

      Proc. of the 2014 conference companion on Genetic and evolutionary computation companion (GECCO Comp '14)

      Volume: 2014 Pages: 1069-1072

    • DOI

      10.1145/2598394.2605676

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Journal Article] Optimizing University Curricula through Correlation Analysis2013

    • Author(s)
      R. Knauf, Y. Yamamoto, Y. Sakurai, Kinshuk
    • Journal Title

      Proc. of the 9th International Conference on Signal Image Technology & Internet Based Systems (SITIS' 2013)

      Volume: 2013 Pages: 324-329

    • DOI

      10.1109/sitis.2013.60

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Fast JPEG Image Retrieval Based on AC Huffman Tables2013

    • Author(s)
      G. Schaefer, D. Edmundson, Y. Sakurai
    • Journal Title

      Proc. of the 9th International Conference on Signal Image Technology & Internet Based Systems (SITIS' 2013)

      Volume: 2013 Pages: 26-30

    • DOI

      10.1109/sitis.2013.16

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Autonomous Distributed GA for Solving Real-Time Combinatorial Problems2013

    • Author(s)
      Y. Kobayashi, M. Suzuki, S. Tsuruta, Y. Sakurai
    • Journal Title

      the 9th International Conference on Signal Image Technology & Internet Based Systems (SITIS' 2013)

      Volume: 1 Pages: 330-336

    • DOI

      10.1109/sitis.2013.61

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] An Adaptive System for Optimal Matches between Human Needs and Offers2013

    • Author(s)
      M. Suzuki, T. Motomura, S. Tsuruta, Y. Sakurai, R. Knauf
    • Journal Title

      Proc. of the 9th International Conference on Signal Image Technology & Internet Based Systems (SITIS' 2013)

      Volume: 2013 Pages: 317-323

    • DOI

      10.1109/sitis.2013.59

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Intelligent Route Optimization Technology by Case Based GA2013

    • Author(s)
      T. Motomura, M. Suzuki, S. Tsuruta, Y. Sakurai
    • Journal Title

      9th International Conference on Signal Image Technology & Internet Based Systems

      Volume: 1 Pages: 351-357

    • DOI

      10.1109/sitis.2013.64

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] An Approach to Consider Diversity Issues from a Semantic Point of View2013

    • Author(s)
      Suzuki, M.; Motomura, T.; Tsuruta, S.; Sakurai, Y., Knauf, R.
    • Journal Title

      2013 IEEE International Conference on Systems, Man, and Cybernetics,

      Volume: 1 Pages: 1696-1701

    • DOI

      10.1109/smc.2013.292

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Enriched Cyberspace through Adaptive Multimedia Utilization for Dependable Remote Collaboration2012

    • Author(s)
      K. Takada, Y. Sakurai, Kinshuk, R. Knauf, S. Tsuruta
    • Journal Title

      Part A, IEEE

      Volume: (掲載決定) Issue: 5 Pages: 1026-1039

    • DOI

      10.1109/tsmca.2012.2183588

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Evaluation of Language Pipeline for Awareness Service Platform2012

    • Author(s)
      K. Takada, M. Kaneko, Y. Yamamoto, Y. Sakurai, S. Tsuruta, E. Damiani:
    • Journal Title

      Proc. of the 8th International Conference on Signal Image Technology & Internet Based Systems (SITIS' 2012)

      Volume: 2012 Pages: 675-680

    • DOI

      10.1109/sitis.2012.102

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Image and Text Fusion for Context-aware Recommendation2012

    • Author(s)
      K. Takada, M. Iwasaki, M. Kaneko, Y. Sakurai, S. Tsuruta, G. Schaefer
    • Journal Title

      Proc. of the 8th International Conference on Signal Image Technology & Internet Based Systems (SITIS' 2012)

      Volume: 2012 Pages: 650-654

    • DOI

      10.1109/sitis.2012.98

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] An Adaptive System for Optimal Matches between Human Needs and Offers2012

    • Author(s)
      S. Tsuruta, K. Tsuruta, K. Takada, Y. Sakurai, Y. Mizuno, T. Kawabe, R. Knauf
    • Journal Title

      Proc. of the 8th International Conference on Signal Image Technology & Internet Based Systems (SITIS' 2012)

      Volume: 2012 Pages: 629-636

    • DOI

      10.1109/sitis.2012.95

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Personalized and Adaptive Curriculum Optimization Based on a Performance Correlation Analysis2012

    • Author(s)
      R. Knauf, Kinshuk, K. Takada, Y. Sakurai, T. Kawabe, S. Tsuruta
    • Journal Title

      Proc. of the 8th International Conference on Signal Image Technology & Internet Based Systems (SITIS' 2012)

      Volume: 2012 Pages: 655-660

    • DOI

      10.1109/sitis.2012.99

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Effective and Efficient Filtering of Retrieved Images Based on JPEG Header Information2012

    • Author(s)
      G. Schaefer, D. Edmundson, K. Takada, S. Tsuruta, Y. Sakurai
    • Journal Title

      Proc. of the 8th International Conference on Signal Image Technology & Internet Based Systems (SITIS' 2012)

      Volume: 2012 Pages: 644-649

    • DOI

      10.1109/sitis.2012.97

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Modeless Japanese Input Method Using Multiple Character Sequence Features2012

    • Author(s)
      Y. Ikegami, Y. Sakurai, S. Tsuruta
    • Journal Title

      Proc. of the 8th International Conference on Signal Image Technology & Internet Based Systems (SITIS' 2012)

      Volume: 2012 Pages: 613-618

    • DOI

      10.1109/sitis.2012.93

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Educational Data Mining by Correlation Analysis2012

    • Author(s)
      R. Knauf, Kinshuk, Y. Sakurai, S. Tsuruta
    • Journal Title

      Proc. Of the 2nd International STEM in Education Conference

      Volume: No. 07 Pages: 1-8

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Personalized Data Mining for University Curricula2012

    • Author(s)
      R. Knauf, Y. Sakurai, K. Takada, S. Tsuruta
    • Journal Title

      Proc. Of the 2nd International STEM in Education Conference

      Volume: No. 06 Pages: 1-13

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] A Case Study on Using Personalized Data Mining for University Curricula2012

    • Author(s)
      R. Knauf, Y. Sakurai, K. Takada, S. Tsuruta
    • Journal Title

      Proc. of the 2012 IEEE International Conference on Systems, Man and Cybernetics (SMC 2012)

      Volume: 2012 Pages: 3051-3056

    • DOI

      10.1109/icsmc.2012.6378259

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] A Case Study on Using Data Mining for University Curricula2012

    • Author(s)
      Y. Sakurai, K. Takada, S. Tsuruta, R. Knauf
    • Journal Title

      Proc. of 2012 IEEE 12th International Conference on Advanced Learning Technologies (IEEE ICALT2012)

      Volume: 2012 Pages: 3-4

    • DOI

      10.1109/icalt.2012.212

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Rich Context Representation for Situation Aware System2012

    • Author(s)
      Y. Sakurai, K. Takada, P. Ceravolo, E. Damiani, S. Tsuruta
    • Journal Title

      Proc. of the Sixth International Conference on Complex, Intelligent, and Software Intensive Systems (CISIS 2012)

      Volume: 2012 Pages: 717-722

    • DOI

      10.1109/cisis.2012.177

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] A Retrieval Method Adaptively Reducing User's Subjective Impression Gap2011

    • Author(s)
      Y. Sakurai, K. Takada, R. Knauf, S. Tsuruta
    • Journal Title

      Multimedia Tools and Applications

      Volume: Vol. 59, Issue 1 Issue: 1 Pages: 1-16

    • DOI

      10.1007/s11042-010-0690-0

    • Related Report
      2012 Research-status Report
    • Peer Reviewed

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Published: 2013-05-31   Modified: 2019-07-29  

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