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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

Category / 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

  • 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

  • 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

  • Autonomous Vehicles as Mobile Data Collection Devices

    Seniors in our GD400 course spent 9 weeks digging into autonomous vehicles and data collection with Red Hat. The Central Research Question: How can the data collected by an AV benefit human…

    A.I. / Machine Learning, Funded Research

  • Using Knowledge Graphs to Make Critical Decisions

    PI: Helen Armstrong. The NC State Laboratory for Analytic Sciences (LAS) partnered with our master’s students in the NCSU College of Design’s Graphic Design Department to tackle the potential for a knowledge…
    A.I. / Machine Learning, Funded Research

  • Solving Challenges for Chief Data Officers with A.I.

    PI: Helen Armstrong. Fall 2020, seniors at NC State worked with a team at SAS Analytics for 9 weeks to design an experience within SAS Information Catalog that utilizes Machine Learning (ML)…
    A.I. / Machine Learning, Funded Research

  • What Role Might Machine Learning Ethically Play in Retail Spaces?

    PI: Helen Armstrong Last spring, grad students in the Master's in Graphic Design Program at North Carolina State University partnered with an auto parts company to explore this question. The company was…
    A.I. / Machine Learning, Funded Research
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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