A Case Study on Using Personalized Data Mining for University Curricula

Seoul, Korea

Proc. of the 2012 IEEE International Conference on Systems, Man and Cybernetics (SMC 2012)   3051-3056   2012.10

Enriched Cyberspace Through Adaptive Multimedia Utilization for Dependable Remote Collaboration

Kouhei Takada, Yoshitaka Sakurai, Kinshuk, Rainer Knauf, Setsuo Tsuruta

IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS   42 ( 5 )   1026 - 1039   2012.9

A retrieval method adaptively reducing user's subjective impression gap

Yoshitaka Sakurai, Kouhei Takada, Rainer Knauf, Setsuo Tsuruta

MULTIMEDIA TOOLS AND APPLICATIONS   59 ( 1 )   25 - 40   2012.7

Toward Sensor-Based Context Aware Systems

Yoshitaka Sakurai, Kouhei Takada, Marco Anisetti, Valerio Bellandi, Paolo Ceravolo, Ernesto Damiani, Setsuo Tsuruta

SENSORS   12 ( 1 )   632 - 649   2012.1

Effective and Efficient Filtering of Retrieved Images based on JPEG Header Information

Gerald Schaefer, David Edmundson, Kohai Takada, Setsuo Tsuruta, Yoshitaka Sakurai

8TH INTERNATIONAL CONFERENCE ON SIGNAL IMAGE TECHNOLOGY & INTERNET BASED SYSTEMS (SITIS 2012)   644 - 649   2012

An Adaptive System for Optimal Matches between Human Needs and Offers

Setsuo Tsuruta, Keiko Tsuruta, Kohei Takada, Yoshitaka Sakurai, Yoshiyuki Mizuno, Takashi Kawabe, Rainer Knauf

8TH INTERNATIONAL CONFERENCE ON SIGNAL IMAGE TECHNOLOGY & INTERNET BASED SYSTEMS (SITIS 2012)   629 - 636   2012

A Population based Rewarding for Reinforcement Learning to Control Genetic Algorithms

Yoshitaka Sakurai, Setsuo Tsuruta

8TH INTERNATIONAL CONFERENCE ON SIGNAL IMAGE TECHNOLOGY & INTERNET BASED SYSTEMS (SITIS 2012)   686 - 691   2012

Rich context representation for situation aware system

Yoshitaka Sakurai, Kouhei Takada, Paolo Ceravolo, Ernesto Damiani, Setsuo Tsuruta

Proceedings - 2012 6th International Conference on Complex, Intelligent, and Software Intensive Systems, CISIS 2012   717 - 722   2012

A case study on using data mining for university curricula

Yoshitaka Sakurai, Kouhei Takada, Setsuo Tsuruta, Rainer Knauf

Proceedings of the 12th IEEE International Conference on Advanced Learning Technologies, ICALT 2012   3 - 4   2012

Personalized and Adaptive Curriculum Optimization Based on a Performance Correlation Analysis

Rainer Knauf, Kinshuk, Kouhei Takada, Yoshitaka Sakurai, Takashi Kawabe, Setsuo Tsuruta

8TH INTERNATIONAL CONFERENCE ON SIGNAL IMAGE TECHNOLOGY & INTERNET BASED SYSTEMS (SITIS 2012)   655 - 660   2012

Modeless Japanese Input Method Using Multiple Character Sequence Features

Yukino Ikegami, Yoshitaka Sakurai, Setsuo Tsuruta

8TH INTERNATIONAL CONFERENCE ON SIGNAL IMAGE TECHNOLOGY & INTERNET BASED SYSTEMS (SITIS 2012)   613 - 618   2012

配送ルート最適化向けランダムリスタート融合GA方式

高田考平, 小野山隆, 塚本奈津貴, 鶴田節夫

電気学会論文誌C   131 ( 8 )   1485-1494   2011.8

Success Chances Estimation of University Curricula Based on Educational History

R. Knauf, S. Tsuruta

Self-Estimated Intellectual Traits and Vocational Ambitions", Proc. of 2011 IEEE 11th International Conference on Advanced Learning Technologies (IEEE ICALT2011)   476-478   2011.7

A Simple Optimization Method based on Backtrack and GA for Delivery Schedule

K. Takada, N. Tsukamoto, T. Onoyama, R. Knauf, S. Tsuruta

Proc. of the 2011 IEEE Congress on Evolutionary Computation   2790-2797   2011.6

Using contexts to supervise a collaborative process

Avelino J. Gonzalez, Setsuo Tsuruta, Yoshitaka Sakurai, Johann Nguyen, Kouhei Takada, Ken Uchida

AI EDAM-ARTIFICIAL INTELLIGENCE FOR ENGINEERING DESIGN ANALYSIS AND MANUFACTURING   25 ( 1 )   25 - 40   2011.2

Biological sensor fusion using information request and user profile for dependable Web-based CSCW Systems

Yoshitaka Sakurai, Kouhei Takada, Takashi Kawabe, Setsuo Tsuruta

Proceedings - 7th International Conference on Signal Image Technology and Internet-Based Systems, SITIS 2011   193 - 200   2011

Biological sensor fusion using information request for dependable web-based CSCW systems

Yoshitaka Sakurai, Kouhei Takada, Takashi Kawabe, Setsuo Tsuruta

Proceedings of the International Conference on Complex, Intelligent and Software Intensive Systems, CISIS 2011   674 - 679   2011

Efficient and rich context representation for Web applications

Yoshitaka Sakurai, Kouhei Takada, Ernesto Damiani, Setsuo Tsuruta

Proceedings - 7th International Conference on Signal Image Technology and Internet-Based Systems, SITIS 2011   83 - 88   2011

Ensuring diversity in a backtrack and GA optimization method for delivery schedule

Yoshitaka Sakurai, Kouhei Takada, Natsuki Tsukamoto, Takashi Onoyama, Rainer Knauf, Setsuo Tsuruta

Proceedings - 7th International Conference on Signal Image Technology and Internet-Based Systems, SITIS 2011   201 - 208   2011

A Data Mining Method for the Optimization of Learning Processes

R. Knauf, S. Tsuruta

Proc. of the 2010 IRAST International Congress on Computer Applications and Computational Science (CACS 2010)   77-78   2010.12

A sale-oriented product management method for e-commerce

T. Kawabe, T. Sakai, K. Takada, S. Tsuruta, M. Yoshiyuki

Proc. of the 2010 IEEE International Conference on Systems, Man and Cybernetics (SMC 2010)   646-653   2010.10

Inner Random Restart Genetic Algorithm to Optimize Delivery Schedule

K. Takada, N. Tsukamoto, T. Onoyama, R. Knauf, S. Tsuruta

Proc. of the 2010 IEEE International Conference on Systems, Man and Cybernetics (SMC 2010)   263-270   2010.10

Empirical Evaluation of a Data Mining Method for Success Chance Estimation of University Curricula

R. Knauf, S. Tsuruta, K. Takada

Proc. of the 2010 IEEE International Conference on Systems, Man and Cybernetics (SMC 2010)   1127-1133   2010.10

Validation of a Data Mining Methpod for Optimal University Curricula

Ilmenau, Germany

Proc. of 55th International Scientific Colloquium (IWK)   571-582   2010.9

配送ルート最適化のための内部多世界GA

小野山隆, 塚本奈津貴, 高田考平, 鶴田節夫

電気学会論文誌C   130 ( 5 )   766-774   2010.5

A sale-oriented online-shop management support method for e-commerce

Yoshitaka Sakurai, Takashi Kawabe, Takahiko Sakai, Kouhei Takada, Setsuo Tsuruta, Mizuno Yoshiyuki

Proceedings of the 6th International Conference on Signal Image Technology and Internet Based Systems, SITIS 2010   285 - 292   2010

A method to control parameters of evolutionary algorithms by using reinforcement learning

Yoshitaka Sakurai, Kouhei Takada, Takashi Kawabe, Setsuo Tsuruta

Proceedings of the 6th International Conference on Signal Image Technology and Internet Based Systems, SITIS 2010   74 - 79   2010

A Knowledge Engineering method to represent and optimize learning processes and its empirical validation

Rainer Knauf, Yoshitaka Sakurai, Kohei Takada, Setsuo Tsuruta

Proceedings of the 6th International Conference on Signal Image Technology and Internet Based Systems, SITIS 2010   203 - 210   2010

Personalizing learning processes by data mining

Rainer Knauf, Yoshitaka Sakurai, Kohei Takada, Setsuo Tsuruta

Proceedings - 10th IEEE International Conference on Advanced Learning Technologies, ICALT 2010   488 - 492   2010

MODELING DIDACTIC KNOWLEDGE BY STORYBOARDING

Rainer Knauf, Yoshitaka Sakurai, Setsuo Tsuruta, Klaus P. Jantke

JOURNAL OF EDUCATIONAL COMPUTING RESEARCH   42 ( 4 )   355 - 383   2010

Enriched cyberspace through adaptive multimedia utilization for dependable remote collaboration

Yoshitaka Sakurai, Kinshuk, Kouhei Takada, Rainer Knauf, Setsuo Tsuruta

24th IEEE International Conference on Advanced Information Networking and Applications Workshops, WAINA 2010   61 - 67   2010

Proposal and evaluation of adaptive multimedia utilization method for reliable web based collaboration

Yoshitaka Sakurai, Kinshuk, Sabine Graf, Ardah Zarypolla, Kouhei Takada, Rainer Knauf, Setsuo Tsuruta

Proceedings - 5th International Conference on Signal Image Technology and Internet Based Systems, SITIS 2009   385 - 392   2010

A search method that can dynamically learn user's subjective feeling

Yoshitaka Sakurai, Rainer Knauf, Setsuo Tsuruta

Proceedings - 5th International Conference on Signal Image Technology and Internet Based Systems, SITIS 2009   221 - 227   2010

Biological sensor fusion using sensor reliability evaluation for situation assesment

Yoshitaka Sakurai, Kouhei Takada, Takashi Kawabe, Setsuo Tsuruta

Proceedings of the 6th International Conference on Signal Image Technology and Internet Based Systems, SITIS 2010   107 - 113   2010

Backtrack and Restart Genetic Algorithm to optimize delivery schedule

Yoshitaka Sakurai, Kouhei Takada, Natsuki Tsukamoto, Takashi Onoyama, Rainer Knauf, Setsuo Tsuruta

Proceedings of the 6th International Conference on Signal Image Technology and Internet Based Systems, SITIS 2010   85 - 92   2010

Evaluation of enriched cyberspace for adaptive support of remote collaboration

Yoshitaka Sakurai, Kinshuk, Kouhei Takada, Takashi Kawabe, Rainer Knauf, Setsuo Tsuruta

Proceedings of the 6th International Conference on Signal Image Technology and Internet Based Systems, SITIS 2010   225 - 232   2010

Personalization in Learning by Knowledge Engineering with Didactic Knowledge (Invited)

R. Knauf, S. Tsuruta

Proc. of the 7th Conference on Computer Methods and Systems   3-11   2009.11

A Multi-inner-world Genetic Algorithm using Multiple Heuristics to Optimize Delivery Schedule

T. Onoyama, S. Kubota, S. Tsuruta

Proc. of the 2009 IEEE International Conference on Systems, Man and Cybernetics (SMC 2009)   611-616   2009.10

Providing Adaptive Support in Computer Supported Collaboration Environments

Kinshuk,K. Takada, S. Graf, A. Zarypolla, S. Tsuruta

Proc. of the 2009 IEEE International Conference on Systems, Man and Cybernetics (SMC 2009)   1341-1346   2009.10

Personalized Curriculum Composition by Learner Profile Driven Data Mining

R. Knauf, S. Tsuruta, K. Takada, S. Dohi

Proc. of the 2009 IEEE International Conference on Systems, Man and Cybernetics   2068-2073   2009.10

Enriching web based computer supported collaborative learning systems by considering misunderstandings among learners during interactions

Kinshuk, S. Graf, A. Zarypolla, K. Takada, S. Tsuruta

Proc. of the 9th IEEE International Conference on Advanced Learning Technologies (IEEE ICALT2009)   306-310   2009.7

Knowledge Engineering Technologies for Learning Processes

R. Knauf, S. Tsuruta

Proc. of the 9th IFIP World Conference on Computers in Education (WCCE 2009), Bento Goncalves   ( 7 )   1-10   2009.7

Augmented Cyberspace exploiting Real-time Biological Sensor Fusion

K. Takada, S. Hashida, S. Tsuruta

Proc. of the 22th International Florida Artificial Intelligence Research Society Conference (FLAIRS-2009)   145-146   2009.5

Personalized Curriculum Composition by Learner Profile Driven Data Mining

R. Knauf, S. Tsuruta

Proc. of the 22th International Florida Artificial Intelligence Research Society Conference (FLAIRS-2009)   418-419   2009.5

Modeling Academic Education Processes by Dynamic Storyboarding

S. Dohi, S. Tsuruta, R. Knauf

Journal of Educational Technology & Society IFETS(International Forum of Educational Technology & Society)   12 ( 2 )   307-333   2009.4

個人の主観的イメージを自動学習する検索手法

鶴田節夫

知能と情報（日本知能情報ファジィ学会誌）   21 ( 2 )   214-221   2009.4

Knowledge Mining for Supporting Learning Processes

R. Knauf, R. Boeck, S. Dohi, S. Tsuruta

Proc. of the 2008 IEEE International Conference on Systems, Man and Cybernetics (SMC 2008)   pp2615-2621   2008.10

Using Contexts to Supervise a Collaborative Process

A. J. Gonzalez, S. Tsuruta, J. Nguyen, K. Takada, K. Uchida

Proc. of the 2008 IEEE International Conference on Systems, Man and Cybernetics (SMC 2008)   2706-2711   2008.10

A Multi-inner-world Genetic Algorithm to Optimize Delivery Problem with Interactive-time

T. Onoyama, S. Kubota, S. Tsuruta

Proc. of the 4th IEEE Conference on Automation Science and Engineering (CASE 2008)   583-590   2008.8

A Multi-step Intelligent Genetic Algorithm to Optimize Delivery Problem within Interactive-time

SAKURAI Yoshitaka, ONOYAMA Takashi, KUBOTA Sen, TSURUTA Setsuo

J. SOFT   20 ( 4 )   639-652 - 652   2008.8

Selfish Constraint Satisfaction Genetic Algorithm for Planning a Long-distance Transportation Network

T. Onoyama, T. Maekawa, S. Tsuruta, N. Komoda

Journal of Computers(Academy Publisher)   3 ( 8 )   77-85   2008.8

Applying Knowledge Engineering Methods to Didactic Knowledge First Steps Towards an Ultimate Goal

R. Knauf, S. Tsuruta

Proc. of IEEE World Congress on Computational Intelligence (WCCI 2008)   38-45   2008.6

A Priori Evaluation & Refinement of Curricula by Data Mining over Storyboards

R. Knauf, R. Boeck, Sakurai, S. Tsuruta

Proc. of the 21th International Florida Artificial Intelligence Research Society Conference (FLAIRS-2008)   335-340   2008.5

Using Contexts to Supervise a Collaborative Process

A. J. Gonzalez, S. Tsuruta, J. Nguyen, K. Takada, K. Uchida

Proc. of the 21th International Florida Artificial Intelligence Research Society Conference (FLAIRS-2008)   111-112   2008.5

Locally-Selfish-gene Tolerant Dynamic Control GA for Time Constraint Delivery Problem

Yoshitaka Sakurai, Takashi Onoyama, Sen Kubota, Setsuo Tsuruta

SITIS 2008: 4TH INTERNATIONAL CONFERENCE ON SIGNAL IMAGE TECHNOLOGY AND INTERNET BASED SYSTEMS, PROCEEDINGS   244 - +   2008

Methods for path evaluation in dynamic storyboards

Ronald Boeck, Rainer Knauf, Yoshitaka Sakurai, Setsuo Tsuruta

8TH IEEE INTERNATIONAL CONFERENCE ON ADVANCED LEARNING TECHNOLOGIES, PROCEEDINGS   614 - +   2008

Reliable Web-based CSCW Systems using Information Fusion of various multiple Biological Sensors

Yoshitaka Sakurai, Shoko Hashida, Setsuo Tsuruta, Hirokazu Ihara

SITIS 2008: 4TH INTERNATIONAL CONFERENCE ON SIGNAL IMAGE TECHNOLOGY AND INTERNET BASED SYSTEMS, PROCEEDINGS   480 - +   2008

Web-based Intelligent CSCW exploiting Context-based Reasoning

Yoshitaka Sakurai, Avelino J. Gonzalez, Johann Nguyen, Kouhei Takada, Ken Uchida, Setsuo Tsuruta

SITIS 2008: 4TH INTERNATIONAL CONFERENCE ON SIGNAL IMAGE TECHNOLOGY AND INTERNET BASED SYSTEMS, PROCEEDINGS   490 - +   2008