Analysing the density of subgroups in valued relationships based on DNA computing

Ikno Kim*, Don Jyh Fu Jeng, Junzo Watada

*この研究の対応する著者

    研究成果: Conference contribution

    抄録

    One method for enhancing the quality of work life for companies or other organisations is to rearrange employees by detecting and analysing employees' close interpersonal relationships based on business implications. Although human resource managers can use various methods to enhance the quality of work life, one of the most widely used and effective methods is job rotation. In this paper, we select a model of a workplace where employees in a variety of job functions are sharing tasks, information, etc. through close interpersonal relationships, and we suppose a personnel network which contains strong terms of mutual understanding. However, with a huge number of employees it becomes extremely difficult to find the maximum clique of employees for rearrangement, meaning this is NP-hard. Therefore, we employ DNA computing, also known as molecular computation, to this rearranging problem. The goal of this paper is to propose a way to apply DNA computing to this human resource management problem, and to measure its effectiveness in rearranging employees to analyse the density of subgroups in a personnel network with valued relationships.

    本文言語English
    ホスト出版物のタイトルLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
    ページ964-971
    ページ数8
    4253 LNAI - III
    出版ステータスPublished - 2006
    イベント10th International Conference on Knowledge-Based Intelligent Information and Engineering Systems, KES 2006 - Bournemouth
    継続期間: 2006 10 92006 10 11

    出版物シリーズ

    名前Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
    4253 LNAI - III
    ISSN(印刷版)03029743
    ISSN(電子版)16113349

    Other

    Other10th International Conference on Knowledge-Based Intelligent Information and Engineering Systems, KES 2006
    CityBournemouth
    Period06/10/906/10/11

    ASJC Scopus subject areas

    • コンピュータ サイエンス(全般)
    • 生化学、遺伝学、分子生物学(全般)
    • 理論的コンピュータサイエンス

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