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Research Tools and Software

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The Hidden Risks of Leveraging OpenAI’s GPT in Your Machine Learning Pipelines

  • Artificial Intelligence, Defining AI, New and Emerging Technologies, Privacy and Data Security, Research Methods and Techniques, Research Tools and Software

Discover four major risks that everyone should be aware of when incorporating generative AI into their ML modeling.

Article by Justin Swansburg
IDEAS IN BRIEF
The Hidden Risks of Leveraging OpenAI’s GPT in Your Machine Learning Pipelines
  • The article covers four major risks that everyone should be aware of when incorporating generative AI into their ML modeling:
    • Randomness
    • Target leakage
    • Hallucination
    • Topic Drift
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6 min read

Tips and Tricks for Mastering the Art of Mobile App User Testing

  • Contextual User Studies, Interviews, Mobile Applications, Mobile Technology, Research Methods and Techniques, Research Tools and Software, User Acceptance Testing

As a fundamental requirement for creating optimized UX, user testing for mobile apps is no different to user testing for any other product. 

Article by Joe Bland
IDEAS IN BRIEF
Tips and Tricks for Mastering the Art of Mobile App User Testing
  • The article explores the optimal procedure of conducting mobile user testing effectively.
  • The key steps of mobile app user testing include:
    • Defining your target audiences;
    • Selecting an appropriate mobile user testing method;
    • Creating a mobile app user testing plan;
    • Identifying the key metrics to track;
    • Choosing mobile application user testing tools;
    • Recruiting participants and running user testing sessions;
    • Observing and documenting user behavior;
    • Analyzing the user testing results.
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12 min read

Top 5 Trends in User Research & Insights

  • Design, Design Theory, Remote Research, Research Methods and Techniques, Research Tools and Software, Technology, Usability, UX Education, UX Magazine

SAP Research Labs present the top trends and highlights for 2022

Article by Malini Leveque
IDEAS IN BRIEF
Top 5 Trends in User Research & Insights
  • The author presents the top trends and highlights by SAP Research Labs for 2022:
    • Remote user research is the new form
    • Accessibility, diversity and inclusion are becoming more mainstream
    • The demand for measurement and evidence-based product experience strategy continues to grow
    • Exponential growth in experience data is driving demand and investment in data science and machine learning at cloud speed
    • User research is the new culture of learning, practiced by all
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5 min read

How User Experience Research (UXR) Cam Help Build Responsible AI Applications

  • Accessibility, Artificial Intelligence, Augmented Reality, Customer Experience, Defining AI, Design, Research Methods and Techniques, Research Tools and Software, Technology, Technology for the Common Good, Usability, UX Education, UX Magazine

Learn ways user experience research can help build responsible AI applications.

Article by Celine Lenoble
IDEAS IN BRIEF
How User Experience Research (UXR) Cam Help Build Responsible AI Applications
  • UXR reveals the myriad of intended and unintended effects of apps on people’s life — and help build more ethical AI
  • The author talks about:
    • How to assess the impact of ML-apps on users and meet AI ethical standards?
    • Ethics in AI
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3 min read

How Can User Experience Research (UXR) Help Build Users Trust in AI Systems and Increase Engagement?

  • Accessibility, Artificial Intelligence, Behavioral Science, Customer Experience, Design, Design Theory, Remote Research, Research Methods and Techniques, Research Tools and Software, Technology, Usability, UX Education, UX Magazine

With ML facing so many users, there is a case to approach the conception and design of ML-powered applications from a UX research perspective. Read more to find out.

Article by Celine Lenoble
IDEAS IN BRIEF
How Can User Experience Research (UXR) Help Build Users Trust in AI Systems and Increase Engagement?
  • The article covers the conception and design of ML-powered applications from a UX research perspective.
  • The author unpacks the following ideas:
    • Machine Learning and Real Users
    • Machine Learning and The Theory of Machine
    • Mental Models and User Engagement with Machine Learning Apps
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4 min read

How to Champion HCD and Design Research to Stakeholders

  • Accessibility, Customer Experience, Design, Design Theory, Design Tools and Software, Employee Experience, Remote Research, Research Methods and Techniques, Research Tools and Software, Usability, UX Education, UX Magazine

Tips on how to champion HCD and design research to stakeholders and get them on board with all of your UX processes.

Article by Sara Fortier
IDEAS IN BRIEF
How to Champion HCD and Design Research to Stakeholders
  • The article covers:
    • The importance of stakeholder management
    • Challenges to overcome with research resisters
    • Common objections to doing user research and how to respond
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8 min read

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