Scholarlink

<p>The purpose of this research is to support and nurture tacit knowledge whilst simultaneously leading to the development of machine-based intelligent systems which incorporate machine readable knowledge for the benefit of society. This paper starts with an introduction to the persistent power struggle between human and technology and shines a light on Professor Michael Cooley’s involvement with the Lucas Plan in the 1970s and his PhD work which focused on the transition from manual draftsmanship to Computer Aided Design in engineering. A research lab is identified as a ‘complex adaptive system’ and forms the basis of a longitudinal case study on the Human Centered bottom-up approach to digitisation of cultural heritage. Components required to support and nurture the growth of a Participation Action Research lab are identified. The novel ‘ENRICHER’ method embodies human centeredness and is operationalized, tested, evaluated and findings discussed. Examples of emergence are also discussed. A metric of the ENRICHER method initially identified where the lab did not fully meet all the methods 8 points. Subsequent actions adjusted the holonic lens focus to metadata and the ongoing work on the creation of a cataloging tool for the librarians. The use of XML technologies integrates the work into a larger model of intelligence. It positions the work on the semantic web technology stack and opens up the pathway to ontology generation and development and management of large language models. The ENRICHER method is a way of developing human–machine symbiotics that also incorporate AI e.g. transcription, metadata generation.</p>

错误：搜索内容不能为空，请输入英文关键词
错误：关键词超出字数限制，请精简
高级检索

Human centered systems start with social dynamics and arrive at ontology

  • 期刊论文

  • 出版模式：

    开放获取

  • 发表日期：

    2025年6月4日

查看全文
  • Brenda O’Neill,
  • Larry Stapleton,
  • Peter Carew

摘要

The purpose of this research is to support and nurture tacit knowledge whilst simultaneously leading to the development of machine-based intelligent systems which incorporate machine readable knowledge for the benefit of society. This paper starts with an introduction to the persistent power struggle between human and technology and shines a light on Professor Michael Cooley’s involvement with the Lucas Plan in the 1970s and his PhD work which focused on the transition from manual draftsmanship to Computer Aided Design in engineering. A research lab is identified as a ‘complex adaptive system’ and forms the basis of a longitudinal case study on the Human Centered bottom-up approach to digitisation of cultural heritage. Components required to support and nurture the growth of a Participation Action Research lab are identified. The novel ‘ENRICHER’ method embodies human centeredness and is operationalized, tested, evaluated and findings discussed. Examples of emergence are also discussed. A metric of the ENRICHER method initially identified where the lab did not fully meet all the methods 8 points. Subsequent actions adjusted the holonic lens focus to metadata and the ongoing work on the creation of a cataloging tool for the librarians. The use of XML technologies integrates the work into a larger model of intelligence. It positions the work on the semantic web technology stack and opens up the pathway to ontology generation and development and management of large language models. The ENRICHER method is a way of developing human–machine symbiotics that also incorporate AI e.g. transcription, metadata generation.