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Helen Armstrong
  • About
    • Contact
    • Press
    • Sponsored Research
  • Designer & Educator
    • “Who’s Afraid of Machine Learning” Cards
    • Artificial Intelligence & Design Classroom Resources
    • Classroom Resources
      • Autism-Friendly Design
      • Low Vision Design Resources
      • Typography Resources
      • Useful Design Tools
    • Sponsored Research
  • Writer & Speaker

Designer & Educator

Research, sponsored studios, books, ideas. Find out more.

  • Green boxes w/text and buttons representing the editable narrative structure.

    Advancing AI-Automated Tiered Reporting

    Advancing AI-Automated Tiered Reporting PI: Helen Armstrong. Master of Graphic & Experience Design (MGXD) students recently collaborated with the NC State Laboratory of Analytic Sciences (LAS) to explore the potential of AI…
    A.I. / Machine Learning, Funded Research
  • Interface design with a summarized LLM response on the left and on the right a visualization setting that ranges from exacting to lenient.

    Developing Visual Conventions for Explainable LLM Outputs

    PI: Dr. Matthew Peterson Co-PI: Helen Armstrong Research Assistants: Ashley Anderson, Kayla Rondinelli, Rebecca Planchart & Kweku Baidoo, The NC State Laboratory for Analytic Sciences Team led by TPM Christine B. RESEARCH…
    A.I. / Machine Learning, Funded Research
  • screen with small visual icon that indicates speaker confidence indicators

    Improved Explainability and Visual Representation for Confidence and Uncertainty in Speaker Models

    PI: Helen Armstrong Co-PI: Dr. Matthew Peterson Research Assistants: Rebecca Planchart & Kweku Baidoo The NC State Laboratory for Analytic Sciences Team. RESEARCH QUESTION. How can interactive visualizations of confidence scores enable language…
    A.I. / Machine Learning, Funded Research
  • blue augmented reality hand moving a visualized dial to adjust assets investment

    The Future of Wealth and Knowledge Transfer: A Project w/ the Fidelity Center for Applied Technology (FCAT)

    NC State Graphic & Experience Design grad students and undergrad seniors in my fall and spring studio courses worked with the Fidelity Center for Applied Technology (FCAT) to explore possibilities for leveraging…
    A.I. / Machine Learning, Funded Research

  • The Target Network Analysts (TDNA) Challenge

    PI: Helen Armstrong. Master of Graphic & Experience Design (MGXD) students recently collaborated with the NC State Laboratory of Analytic Sciences (LAS) to explore the potential of AI to assist Target Digital…
    A.I. / Machine Learning, Funded Research
  • Interface visual of conceptual peg being created from an audio file

    Discovering Design Innovations for the Promotion of Insights by Intelligence Analysts

    PI: Helen Armstrong. This past year, I worked on a research project with Dr. Matthew Peterson and research assistants Ashley Anderson, Kayla Rondinelli, and Isha Parate. In collaboration with The Laboratory for…
    A.I. / Machine Learning, Funded Research
  • vertical soundwave used as visualization

    How can A.I. Transform Voice Language Analysis?

    PI: Helen Armstrong. Master of Graphic & Experience Design (MGXD) students recently collaborated with the Laboratory of Analytic Sciences (LAS) here at NC State to explore the potential of machine learning to…
    A.I. / Machine Learning, Funded Research
  • Hi-fi Prototypes & Scenario Videos: several images from the final prototypes: a MASH van, a compatibility rating pie chart, a custom avatar on a bike and a module based trip log detailing elevation climbed, gear used, distance covered

    Personalizing the Shopper’s Journey with REI Co-op

    PI: Helen Armstrong. NC State Graphic & Experience Design seniors in Professor Armstrong's studio worked with REI to explore possible avenues of personalizing the shopper journey. By leveraging machine learning and artificial…
    A.I. / Machine Learning, Funded Research

  • Available Now: Big Data. Big Design

    My new book: Big Data. Big Design: Why Designers Should Care about A.I. . Order here . What does this topic have to do with you? Designers stand at the verge of a great professional opportunity:…
    Books

  • How Can ML Help Knowledge Workers to Efficiently Enter Their Workflow?

    PI: Helen Armstrong. Master of Graphic Design (MGXD) students collaborated with the Laboratory of Analytic Sciences (LAS) here at NC State to explore the potential of a Tailored Daily Report (TLDR)—an intelligent,…
    A.I. / Machine Learning, Funded Research
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Recent Work

  • A.I. / Machine Learning
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Helen Armstrong

Prof of Graphic & Experience Design at NC State University.
Researching interface design, human-machine teaming, digital rights, & accessibility.
Author of BIG DATA, BIG DESIGN.

© Copyright 2022 | Helen Armstrong