Jove
Visualize
Contact Us
JoVE
x logofacebook logolinkedin logoyoutube logo
ABOUT JoVE
OverviewLeadershipBlogJoVE Help Center
AUTHORS
Publishing ProcessEditorial BoardScope & PoliciesPeer ReviewFAQSubmit
LIBRARIANS
TestimonialsSubscriptionsAccessResourcesLibrary Advisory BoardFAQ
RESEARCH
JoVE JournalMethods CollectionsJoVE Encyclopedia of ExperimentsArchive
EDUCATION
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab ManualFaculty Resource CenterFaculty Site
Terms & Conditions of Use
Privacy Policy
Policies

Related Concept Videos

Non-equilibrium in the Cell01:16

Non-equilibrium in the Cell

5.1K
An important concept in studying metabolism and energy is that of chemical equilibrium. Most chemical reactions are reversible. They can proceed in both directions, releasing energy into their environment in one direction, and absorbing it from the environment in the other direction. The same is true for the chemical reactions involved in cell metabolism, such as the breaking down and building up of proteins into and from individual amino acids, respectively. Reactants within a closed system...
5.1K
Impression Management Techniques III: Aligning Actions01:29

Impression Management Techniques III: Aligning Actions

61
Aligning actions are communicative strategies individuals employ to maintain social harmony and preserve personal identity in the face of potential disruptions to social norms. These actions are particularly important in managing social impressions when one's behavior might be seen as inappropriate, incompetent, or morally questionable.Types of Aligning ActionsThe three principal types of aligning actions are disclaimers, accounts, and apologies.DisclaimersDisclaimers are preventive; they are...
61
Stereotype Content Model02:16

Stereotype Content Model

15.1K
The Stereotype Content Model (SCM) was first proposed by Susan Fiske and her colleagues (Fiske, Cuddy, Glick & Xu, 2002; see also Fiske, 2012 and Fiske, 2017). The SCM specifies that when someone encounters a new group, they will stereotype them based on two metrics: warmth—or that group’s perceived intent, and how likely they are to provide help or inflict harm—and competence—or their ability to carry out that objective. Depending on the warmth-competence...
15.1K
Introduction to Cognitive Psychology01:20

Introduction to Cognitive Psychology

1.9K
Cognitive psychology is the field of psychology dedicated to examining how people think. It attempts to explain how and why we think the way we do by studying the interactions among human thinking, emotion, creativity, language, and problem-solving, as well as other cognitive processes. Cognitive psychology studies how information is processed and manipulated in remembering, thinking, and knowing.
This field emerged in the mid-20th century, following a period dominated by behaviorism, which...
1.9K
Issues And Trends In Healthcare Delivery System01:29

Issues And Trends In Healthcare Delivery System

6.0K
The issues and trends in healthcare delivery are constantly changing. The COVID-19 pandemic is one recent issue that wreaked havoc on healthcare systems, causing a shortage of healthcare workers, high demand for medicines and supplies, and increased medical expenditure due to a lack of insurance. Other issues include rising healthcare costs and care fragmentation.
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
6.0K
Measures of Intelligence01:29

Measures of Intelligence

8.0K
Psychologists measure intelligence by using standardized tests that produce a score known as the intelligence quotient or IQ. To understand IQ tests, it's important to recognize the key principles behind their construction: validity, reliability, and standardization.
Validity refers to how well a test measures what it claims to measure. An intelligence test should accurately assess intelligence rather than another characteristic, like anxiety. Criterion validity is one way to evaluate this;...
8.0K

You might also read

Related Articles

Articles linked to this work by shared authors, journal, and citation graph.

Sort by
Same author

[Study on effect of coptidis rhizoma on red blood cells of normal mice and its antioxidant property].

Zhongguo Zhong yao za zhi = Zhongguo zhongyao zazhi = China journal of Chinese materia medica·2013
Same author

General framework to histogram-shifting-based reversible data hiding.

IEEE transactions on image processing : a publication of the IEEE Signal Processing Society·2013
Same author

The prevalences of Neisseria gonorrhoeae and Chlamydia trachomatis infections among female sex workers in China.

BMC public health·2013
Same author

[Study on allocation rules of common nutrients in Scutellaria baicalensis in different phenological periods by ICP-OES].

Guang pu xue yu guang pu fen xi = Guang pu·2013
Same author

Sesterterpenoids.

Natural product reports·2013
Same author

14-3-3 sigma is a useful immunohistochemical marker for diagnosing ovarian granulosa cell tumors and steroid cell tumors.

International journal of gynecological pathology : official journal of the International Society of Gynecological Pathologists·2013

Related Experiment Video

Updated: Nov 25, 2025

Usability Evaluation of Augmented Reality: A Neuro-Information-Systems Study
05:43

Usability Evaluation of Augmented Reality: A Neuro-Information-Systems Study

Published on: November 30, 2022

2.6K

Measuring and Improving User Experience Through Artificial Intelligence-Aided Design.

Bin Yang1, Long Wei2, Zihan Pu1

  • 1School of Design, Jiangnan University, Wuxi, China.

Frontiers in Psychology
|December 17, 2020
PubMed
Summary
This summary is machine-generated.

This study introduces a new method using artificial intelligence-aided design (AIAD) to measure user experience (UX) in mobile apps. It leverages AI to analyze user behavior data from app logs, improving efficiency and privacy over traditional methods.

Keywords:
artificial intelligence aided designdeep neural networkhuman computer interactionmobile application designusability evaluationuser experience

More Related Videos

Interactive and Visualized Online Experimentation System for Engineering Education and Research
08:35

Interactive and Visualized Online Experimentation System for Engineering Education and Research

Published on: November 24, 2021

2.8K
Evaluating Usability Aspects of a Mixed Reality Solution for Immersive Analytics in Industry 4.0 Scenarios
06:02

Evaluating Usability Aspects of a Mixed Reality Solution for Immersive Analytics in Industry 4.0 Scenarios

Published on: October 6, 2020

2.5K

Related Experiment Videos

Last Updated: Nov 25, 2025

Usability Evaluation of Augmented Reality: A Neuro-Information-Systems Study
05:43

Usability Evaluation of Augmented Reality: A Neuro-Information-Systems Study

Published on: November 30, 2022

2.6K
Interactive and Visualized Online Experimentation System for Engineering Education and Research
08:35

Interactive and Visualized Online Experimentation System for Engineering Education and Research

Published on: November 24, 2021

2.8K
Evaluating Usability Aspects of a Mixed Reality Solution for Immersive Analytics in Industry 4.0 Scenarios
06:02

Evaluating Usability Aspects of a Mixed Reality Solution for Immersive Analytics in Industry 4.0 Scenarios

Published on: October 6, 2020

2.5K

Area of Science:

  • Human-Computer Interaction
  • Artificial Intelligence
  • Software Engineering

Background:

  • Traditional user experience (UX) data collection methods like interviews and observations are inefficient and time-consuming.
  • Artificial intelligence-aided design (AIAD) offers a more rational approach to measuring and improving UX.
  • Mobile application design requires effective UX measurement for enhanced usability.

Purpose of the Study:

  • To propose a novel methodology for measuring user experience (UX) in mobile application design using artificial intelligence-aided design (AIAD).
  • To address the limitations of conventional data collection methods by utilizing AI technology.
  • To develop a deep neural network model capable of simulating user experience during mobile application operation.

Main Methods:

  • Obtaining user behavior data from mobile application logs, focusing on privacy-preserving dimensions.
  • Training deep neural networks using projected application pages, which include aggregated user clickstream data for specific tasks.
  • Mapping aggregated user behavior features within the neural network's connection and hidden layers.
  • Validating the proposed methodology's efficiency through implementation on a social communication application.

Main Results:

  • The AIAD methodology effectively simulates user experience by analyzing aggregated user behavior data from app logs.
  • Deep neural networks trained on projected pages can capture essential user behavior features for UX analysis.
  • The proposed approach demonstrates improved efficiency compared to traditional UX data collection methods.
  • Optimized design elements derived from the AIAD methodology were successfully applied to a social communication app.

Conclusions:

  • The proposed AIAD methodology provides an efficient and privacy-conscious approach to measuring and improving UX in mobile applications.
  • Leveraging deep neural networks and user behavior data from app logs is a viable strategy for UX simulation and enhancement.
  • This AI-driven approach has the potential to significantly streamline the UX design and optimization process for mobile applications.