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Usage Data Analytics for Human-Machine Interactions with Flexible Manufacturing Systems: Opportunities and Challenges

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Details

Original languageEnglish
Title of host publication2017 21st International Conference Information Visualisation (IV)
PublisherIEEE
Pages427-434
Number of pages8
ISBN (Electronic)978-1-5386-0831-9
DOIs
Publication statusPublished - 1 Jul 2017
Publication typeA4 Article in a conference publication
EventINTERNATIONAL CONFERENCE ON INFORMATION VISUALISATION -
Duration: 1 Jan 1900 → …

Publication series

Name
ISSN (Electronic)2375-0138

Conference

ConferenceINTERNATIONAL CONFERENCE ON INFORMATION VISUALISATION
Period1/01/00 → …

Abstract

Analyzing data from complex production systems and processes can be used in improving existing products, processes, and services, and innovating novel offerings. We report the findings from a six-month case study with a company developing flexible manufacturing systems. During a collaborative development process of a data analytics and visualization tool, our goal was to identify potential metrics, business opportunities, and challenges when utilizing logged data of end-users' human-machine interactions in development activities. Our key contributions include a characterization of the potential usage data metrics to be logged and visualized, identification of opportunities this data entails for business, and discussion about the challenges related to usage data logging in the studied context. Finally, we propose topics that should be considered in the organization before investing in usage data logging in the context of flexible manufacturing systems.

Keywords

  • data visualisation, flexible manufacturing systems, human computer interaction, production engineering computing, collaborative development process, complex production systems, data visualization tool, human-machine interactions, usage data analytics, usage data logging, usage data metrics, Companies, Data analysis, Data visualization, Frequency modulation, Tools, Usage data logging, human-machine interaction, multi-dimensional in-depth long-term case study, visual data analytics

Publication forum classification

Field of science, Statistics Finland

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