INUZUKA Nobuhiro

写真a

Affiliation Department etc.

Department of Computer Science
Department of Computer Science
Global Humanities Information Research Center

Title

Professor

Mail Address

E-mail address

Graduating School

  •  
    -
    1987.03

    Nagoya Institute of Technology   Faculty of Engineering   Graduated

Graduate School

  •  
    -
    1992.03

    Nagoya Institute of Technology  Graduate School, Division of Engineering  Doctor's Course  Completed

Degree

  • Nagoya Institute of Technology -  Doctor (Engineering)

  • Nagoya Institute of Technology -  Master of Engineering

External Career

  • 1994.04
    -
    1996.03

    Japan Society for the Promotion of Science, Postdoctoral Fellow for Research Abroad   Special researcher of the Japan Society for the Promotion of Science  

  • 1990.04
    -
    1992.03

    Research Fellow of the Japan Society for the Promotion of Science   Special researcher of the Japan Society for the Promotion of Science  

Academic Society Affiliations

  • 2012.01
    -
    Now

    The Japanese Association of Student Counseling

  • 2008.04
    -
    Now

    Philosophy of Science Society, Japan

  • 2005.04
    -
    Now

    Association for Computing Machinery

  • 2004.04
    -
    Now

    The Society if Instrument and Control Engineers

  • 2003.04
    -
    Now

    Information Processing Society of Japan

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Field of expertise (Grants-in-aid for Scientific Research classification)

  • Multimedia database

  • Intelligent informatics

  • Theory of informatics

 

Research Career

  • Knowledge Discovery Algorithms for Analyzing Human Relationships

    Individual   Grant-in-Aid for Scientific Research  

    Project Year:  2015.04  -  2019.03

  • Development of Student Counseling Record Management System Forcusing Counseling Structure

    Individual   The Other Research Programs  

    Project Year:  2011.12  -  2012.07

  • Research in Information Technology to Establish Scientific and Reasonable Methodology in Student Counseling

    Collaboration in Organization   Grant-in-Aid for Scientific Research  

    Project Year:  2011.05  -  2013.03

  • Usability Tests of a Multi-Relational Data Mining Method

    JST Comprehensive Support Programs for Creation of Regional Innovation  

    Project Year:  2010.10  -  2011.03

  • Development of a Data Analysis System Based-on Relation Data Mining Methods

    Individual   JST Comprehensive Support Programs for Creation of Regional Innovation  

    Project Year:  2009.10  -  2010.03

  • Formulation of a Multi-relational Data-mining Method by Bottom-up Approach

    Individual   Grant-in-Aid for Scientific Research  

    Project Year:  2008.04  -  2011.03

Papers

  • Effects of Grouping on Friendships and Group Composition

    Atsuko Mutoh, Kouta Aratani, Miwa Sakata,Nobuhiro Inuzuka

    The 2016 Conference on Technologies and Applications of Articial Intelligence     2016.11  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

  • A model of friendship networks based on social network analysis

    Atsuko Mutoh, Yuta Imura, Ryumaru Kato, Tohgoroh Matsui, Nobuhiro Inuzuka

    Artificial Life and Robotics ( Springer Japan )  21 ( 2 ) 1 - 6   2016.04  [Refereed]

    Research paper (scientific journal)   Single Author

    It is important for teachers to understand the characteristics of forming and changing of friendship networks to manage their classes effectively. Many studies have analyzed friendship networks using agent-based models. Most of the models used were designed for capturing basic phenomena in a micro-viewpoint. The purpose of our study is to simulate actual friendship networks. In this paper, we present an agent-based friendship-network model based on our analysis of friendship networks among university students. We focused on Hiramatsu’s model based on a cost-benefit analysis and modified the model with the aim of closing to the actual friendship. With our modified model, the benefit function was based on their cluster structure. The results with the modified model better matched the actual friendship networks. The clique size in the modified model approached that in the actual friendship networks, and the values of several network properties approached those of the actual friendship networks.

  • A study of distance between formal concepts for deduction of formal concepts lattice

    Taiki Teramachi, Hayato Ishigure, Atsuko Mutoh, Koichi Moriyama, Nobuhiro Inuzuka

    Proceedings of the 78th National Convention of IPSJ   1   445 - 446   2016.03

    Research paper (research society, symposium materials, etc.)   Multiple Authorship

  • Analysis of time transition of communities using friendship networks

    Yusuke Miki, Atsuko Mutoh, Koichi Moriyama, Nobuhiro Inuzuka

    Proceedings of the 78th National Convention of IPSJ   1   303 - 304   2016.03

    Research paper (research society, symposium materials, etc.)   Multiple Authorship

  • Agent-based model for frequency-dependent selection of Ischnura senegalensis

    Junpei Fujino, Atsuko Mutoh, Shohei Kato, Koichi Moriyama, Nobuhiro Inuzuka

    Proceedings of the 78th National Convention of IPSJ   1   295 - 296   2016.03

    Research paper (research society, symposium materials, etc.)   Multiple Authorship

  • Analysis of Characteristic Motions of Radio Gymnastic Exercises and their Relations

      2016-ICS-183 ( 20 ) 1 - 7   2016.03

    Research paper (research society, symposium materials, etc.)   Multiple Authorship

  • Friendship Formation and Transition by Group Activity

    Kouta Aratani, Atsuko Mutoh, Koichi Moriyama, Nobuhiro Inuzuka

    IPSJ SIG Technical Reports 2016-MPS-107   2016-MPS-107 ( 8 ) 1 - 6   2016.03

    Research paper (research society, symposium materials, etc.)   Multiple Authorship

  • Simulation of influence of network structure on community activity

    Keigo Komura, Atsuko Mutoh, Tohgoroh Matsui, Koichi Moriyama, Nobuhiro Inuzuka

        1 - 4   2015.12

    Research paper (research society, symposium materials, etc.)   Multiple Authorship

  • Concept Lattice Reduction Using Attribute Inference

    Hayato Ishigure, Atsuko Mutoh, Tohgoroh Matsui, Nobuhiro Inuzuka

    Proceedings of 2015 IEEE 4th Global Conference on Consumer Electronics (GCCE) ( IEEE )    108 - 111   2015.10  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

    Formal Concept Analysis (FCA) Is a data analysis method and it outputs a concept structure called a concept lattice. One of the problems of FCA is that the size of a concept lattice becomes far larger as data become larger. Various methods for reducing a concept lattice have been proposed, but they have disadvantage, e.g. reduced one is not a lattice. In this paper, we propose a method for reduction using attribute inference based on an approximate implication. We also evaluated some methods regarding that a reduced lattice has noise.

  • Phyletic Model for Evaluating Phylogenetic Tree Estimation

    Ryosuke Enosawa, Atsuko Mutoh, Nobuhiro Inuzuka

    Proceedings of 2015 IEEE 4th Global Conference on Consumer Electronics (GCCE) ( IEEE )    404 - 407   2015.10  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

    In the field of phylogenetics, a range of methods have been proposed for estimating phyletic trees and cladograms. However, it is not yet clear whether these methods work with real phyletic relationships. To give a foundation to evaluate these methods, we propose a phyletic model to generate various phyletic relationships in this paper. In experiments, we generated various phyletic relationships by the proposed model and evaluated an existing estimation method.

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Presentations

  • ラジオ体操に現れる特徴的動作の発見とその関係の分析

    島孔介, 犬塚信博, 山口陽平

    知能システム研究会  (名古屋工業大学)  2016.03  -  2016.03  情報処理学会

  • 友人関係ネットワークの変化に対応した関係構築中心性の提案

    菅田貞治, 武藤敦子, 森山甲一, 坂田美和, 犬塚信博

    第107回数理モデル化と問題解決研究会  2016.03  -  2016.03  情報処理学会

  • Friendship Formation and Transition by Group Activity

    2016.03  -  2016.03 

  • ネットワークパターンマイニングにおける包摂関係を用いたアルゴリズムの改善

    鷲見俊貴,武藤敦子,犬塚信博

    情報処理学会第179回知能システム研究会  (名古屋工業大学)  2015.03  -  2015.03  情報処理学会知能システム研究会

  • Application of inductive logic programming to produce emergent behavior in an artificial society

    Keigo Komura, Atsuko Mutoh, Nobuhiro Inuzuka

    IIAI 3rd International Conference Advanced Applied Informatics   (Kitakyushu International Conference Center, Kitakyushu, Japan)  2014.08  -  2014.09  International Institute of Applied Informatics

  • 個人に注目した社会ネットワークの分析に関する研究

    菅田貞治,伊東 樹希,武藤 敦子,犬塚 信博

    情報処理学会第13回教育学習支援情報システム研究会  (京都大学)  2014.05  -  2014.05  情報処理学会教育学習支援情報システム研究会

  • Analysis of Local Networks of Friendship with Time Transition

    Tatsuki Itou, Sadaharu Sugata, Atsuko Mutoh, Nobuhiro Inuzuak

    The 76 th National Convention of IPSJ  2014.03  -  2014.03 

  • A Model of Friendshio Networks and their Change Considering Personalities and Structual Properties

    Ryumaru Kato, Atsuko Mutoh, Nobuhiro Inuzuka

    The 76 th National Convention of IPSJ  2014.03  -  2014.03 

  • Selection of Grouping Methods Based on Network Properties Considering Friendship Generation

    Kota Aratani, Ryumaru Kato, Atsuko Mutoh, Nobuhiro Inuzuka

    WiNF2013 Workshop on Informatics  2013.11  -  2013.12 

  • Prediction of Phylogenetic trees using Information of Production Order and Clustering

    Shogo Ota, Atsuko Mutoh, Nobuhiro Inuzuka

    WiNF2013 Workshop on Informatics  2013.11  -  2013.12 

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Industrial Property

  • Record Management System Conseling based-on Counseling Structure

    特願 特願2011-999999 

    Record Management System Conseling based-on Counseling Structure

  • Friendship Prediction System

    特願 特願2008-34078  特開 特開2009-193396  特許 5283059

    Friendship Prediction System