User experience evaluation through the brain's electrical activity

Aggarwal, Akshay; Niezen, Gerrit; Thimbleby, Harold

doi:10.1145/2639189.2639236

Cited by 9 publications

(4 citation statements)

References 11 publications

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“…Figure 4 shows average scores for the Perceived Usefulness and Perceived Ease of Use scale, both of which were conducted on a 7-point Likert scale. All calculated average scores for Perceived Usefulness and Perceived Ease of Use were above the neutral value of four (4). For the ARCS motivational appeal model, the results indicate that all average scores for the individual constructs of the model were above a neutral rating of three (3) on a 5-point Likert scale (Figure 4).…”

Section: Resultsmentioning

confidence: 83%

“…Many studies have already been conducted to combine HCI and EEG research. Aggarwal et al [4] have successfully analyzed EEG data to evaluate User Experience and Frey et al [5] have also developed frameworks for the same. However, in both cases, the studies were confined to a laboratory, leading to the same limitations of generalized sample size as mentioned in the previous section.…”

Section: Related Workmentioning

confidence: 99%

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Sans Tracas: A Cross-platform Tool for Online EEG Experiments.

Desai

Orji

Roudaia

et al. 2022

Companion of the 2022 ACM SIGCHI Symposium on Engineering Interactive Computing Systems

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Driven by a desire to democratize electroencephalography (EEG) research, we created Sans Tracas -a cross-platform web application for running EEG experiments online. A collaborative effort between cognitive neuroscientists and HCI researchers, the platform is designed via a multidisciplinary lens to be easy to use by researchers and study participants alike. For researchers, the platform allows users to augment any behavioural study deployed on online platforms with EEG data recordings from the commercially-available InteraXon Muse EEG device. For end-users who have access to the Muse, the platform is focused on having them perform entire EEG studies on their own from the comfort of their homes. We conducted a pilot study to test the usability of our developed platform. The results suggest that participants found the platform easy to use, useful, and had fun participating in EEG experiments independently and are now more interested in EEG and Brain Computer Interface (BCI) research than before. We contribute to HCI by presenting the design, development, and preliminary evaluation of a cross-platform application that allows users to conduct EEG experiments online using low-cost, commercially-available devices. This platform is a first step towards enabling greater access to research involving electroencephalography around the world. CCS CONCEPTS• Human-centered computing; • Human computer interaction (HCI); • HCI design and evaluation methods; • Usability testing; Laboratory experiments; User studies.; • Interaction paradigms; • Web-based interaction; Graphical user interfaces.;

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Section: Resultsmentioning

confidence: 83%

Section: Related Workmentioning

confidence: 99%

Sans Tracas: A Cross-platform Tool for Online EEG Experiments.

Desai

Orji

Roudaia

et al. 2022

Companion of the 2022 ACM SIGCHI Symposium on Engineering Interactive Computing Systems

View full text Add to dashboard Cite

show abstract

“…These challenges include the need to lower the complexity of user interfaces by leveraging familiar metaphors and addressing the difficulties associated with the development of adaptive distributed hybrid user interfaces (Zhao, 2022;Sanctorum et al, 2020;Sanctorum & Signer, 2019). Furthermore, the design of user interfaces for mobile devices and multiuser interfaces requires considerations of cognitive models, patterns of interaction among users, and even the evaluation of user experience through brain activity (Rao et al, 2005;Aggarwal et al, 2014;Meskens et al, 2009).…”

Section: Human Factors In User Interface Designmentioning

confidence: 99%

Human factors in cybersecurity: Navigating the fintech landscape

James Olakunle Oladipo,

Chinwe Chinazo Okoye,

Oluwafumi Adijat Elufioye

et al. 2024

Int. J. Sci. Res. Arch.

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The dynamic landscape of financial technology (Fintech) introduces a myriad of challenges and opportunities, with human factors playing a pivotal role in shaping the cybersecurity ecosystem within this domain. This review explores the intricate relationship between human factors and cybersecurity in the context of Fintech, aiming to navigate the evolving landscape. In the realm of Fintech, where the fusion of finance and technology is reshaping traditional banking and investment practices, understanding human behavior becomes paramount. Human factors encompass a spectrum of elements, including cognitive abilities, decision-making processes, and user behaviors, all of which significantly impact the effectiveness of cybersecurity measures. This paper delves into the nuances of these factors and their implications for securing financial transactions and sensitive data in Fintech platforms. One key aspect of human factors in Fintech cybersecurity is the user interface design. Intuitive and user-friendly interfaces enhance security by minimizing human errors and fostering a secure user experience. Conversely, poorly designed interfaces can inadvertently contribute to vulnerabilities. This paper explores the intersection of user experience design and cybersecurity protocols, aiming to strike a balance that promotes both usability and security. Moreover, the study investigates the psychological aspects of cybersecurity awareness and education in the Fintech sector. As financial transactions increasingly migrate to digital platforms, users' awareness of potential cyber threats becomes a critical line of defense. Analyzing the effectiveness of training programs and awareness campaigns, the paper explores strategies to enhance cybersecurity consciousness among Fintech users. The research illuminates the symbiotic relationship between human factors and cybersecurity within the dynamic Fintech landscape. By comprehensively understanding and addressing human elements in interface design, user awareness, and decision-making processes, the paper aims to provide insights that contribute to the development of robust cybersecurity frameworks tailored to the evolving needs of Fintech platforms.

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“…Therefore, the research on the user's neural response can not only help us understand the internal formation mechanism of perceptual experience but also provide a new method to measure perceptual experience. Based on previous studies on user experience and brain cognition [24,25], this paper aims to explore the differences in ERP induced by navigation interfaces of the mobile game with different levels, to fulfill for the shortcomings of traditional user experience methods.…”

Section: Introductionmentioning

confidence: 99%

Applying Event-Related Potentials to Measure Perceptual Experience toward the Navigation Interface of a Mobile Game for Improving the Design

et al. 2019

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High-level user experience has become the key factor that one game can be successful in the game market. The home page of mobile games, especially the design of the navigation interface, has a significant impact on users’ initial experience, which is an important determent to users’ preferences and purchase decision. Hence, measuring users’ perceptual experiences of the navigation interface can help designers understand real demands from users. Previous studies primarily used self-report scales or interviews to measure gamers’ perceptual experiences. However, it may not reflect gamers’ real perceptions that they are feeling as most of time the feeling is short-lived and implicit. To fill this gap, the current study attempted to combine subjective evaluation with event-related potentials (ERP) to objectively measure gamers’ perceptual experience evoked by the navigation interface of the mobile game. The navigation interfaces of mobile games with low, medium, and high perceptual experience were developed and the ERP experiment was conducted to detect the differences in users’ electroencephalograph (EEG) components when subjects were exposed to the different design levels of navigation interface. The results showed that N1 reaction showed asymmetry in brain regions, and P2 and N2 showed symmetry, and relative to the navigation interface with low and medium perceptual experiences, the high level of navigation interface induced a larger amplitude of N2 in the anterior scalp and P2 in the frontal scalp. These EEG components can, therefore, be regarded as significant indicators reflecting gamers’ perceptions of the navigation interface. The findings benefit game companies of navigation interface designs.

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User experience evaluation through the brain's electrical activity

Cited by 9 publications

References 11 publications

Sans Tracas: A Cross-platform Tool for Online EEG Experiments.

Sans Tracas: A Cross-platform Tool for Online EEG Experiments.

Human factors in cybersecurity: Navigating the fintech landscape

Applying Event-Related Potentials to Measure Perceptual Experience toward the Navigation Interface of a Mobile Game for Improving the Design

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