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Qualitative and Quantitative Approaches to Conduct Heuristic Evaluations: A Comparison Study 13th

Qualitative and Quantitative Approaches to Conduct Heuristic...

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13th International Conference on Design, User Experience and Usability (DUXU)

作者： Paz, Freddy Paz-Sifuentes, Freddy-Asrael Moquillaza, Arturo Falconi, Fiorella Aguirre, Joel Lecaros, Adrian Ramos, Carlos Pontificia Univ Catolica Peru San Miguel 15088 Peru Univ Nacl Pedro Ruiz Gallo Lambayeque Peru

ISBN: (纸本)9783031613500;9783031613517

Heuristic evaluation has become one of the methods most used by specialists to measure the level of usability of software products. However, there are many differences between authors on how to execute this inspection process. From a systematic review of the literature carried out in a previous study, it was possible to identify the two most relevant approaches to carry out this evaluation process: the qualitative approach proposed by Nielsen and the quantitative approach established by Granollers. Although both proposals aim to identify design problems to be corrected subsequently to improve the level of usability, the quantitative proposal also establishes a mechanism to obtain a value between 0 and 100 on the level of usability of the product, system, or service. In this way, it is possible to make comparisons and identify the remaining percentage of a proposal to achieve an appropriate level of usability. In this study, the differences in the results obtained from applying both approaches for the usability evaluation of a publicly accessible website in Peru are analyzed. The purpose is for this research to serve as a guide for executing heuristic evaluations and used for specialists and development teams to choose the most appropriate approach in their business scenarios. The results show that although many findings are similar, both approaches have differences and specific advantages that are discussed in depth.

关键词： Human-computer Interaction Graphical User Interfaces Usability Evaluation Quality Assessment Software Development

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What Can You Do with a Sword? Gender Biases in Text Game Affordances 12th

What Can You Do with a Sword? Gender Biases in Text Game Aff...

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12th International Conference on Games and Learning Alliance (GALA)

作者： McGuire, Erik S. Tomuro, Noriko Depaul Univ Chicago IL 60604 USA

ISBN: (纸本)9783031490644;9783031490651

Game mechanics can be viewed in terms of affordances: possible actions offered by the environment-depending on the agent (e.g., in a fantasy role-playing game, a sword can be wielded by a knight, but probably not by a dragon). Recently, text generated by large language models (LLMs) has been used to create open-ended text-based game content. However, LLMs have been shown to generate sexist text when trained on gender-biased data. If bias manifests in educational text game affordances it could harm goal achievement. We examine binary gender biases in LIGHT, an English-language persona-based dataset for researching language grounded in a fantasy adventure world, training LLMs on LIGHT and analyzing the diversity of affordances in quests. We find male characters have a more diverse space of affordances yet are less diverse in practice (e.g., mostly wielding a sword) in original and generated quests. To gauge impact on gameplay, we create games from LIGHT quests which can be played in the TextWorld research framework. Artificial agents trained only on male games significantly outperform female, suggesting an impact of affordance biases. These findings illustrate risks in AI- or data-driven generation of serious game content where gender is involved: overlooked biases in affordances can propagate, autonomously enforcing harmful, stereotypical behaviors.

关键词： gender bias generative ai text games

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Chatbots as Tools in Parent-Child Relationships 10th

Chatbots as Tools in Parent-Child Relationships

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10th International Conference on Human Aspects of IT for the Aged Population (ITAP) Held as Part of the 26th International Conference on Human-computer Interaction (HCII)

作者： Nihei, Misato Nohara, Taiga Sugawara, Ikuko Ono, Takazumi Univ Tokyo Tokyo Japan Univ Tokyo Inst Gerontol Tokyo Japan Seibu Bunri Univ Hosp Saitama Japan

ISBN: (纸本)9783031615429;9783031615436

We focus on the communication tools (CT) as a means of supporting the psychological well-being of an increasing number of isolated older individuals. We conducted an analysis of the psychological effects of current CT usage using the psychosocial impact of assistive devices scale. Our findings led to the development of the Communication Mediator Bot (CMBot), which was designed to facilitate communication between older individuals and their families. This system, operating on LINE and LLM, includes features to encourage communication and regulate self-disclosure levels. While there is room for improvement in usability, our verification results indicate the potential for enhanced psychological well-being through the control of self-disclosure levels.

关键词： communication tool self-disclosure psychological health LLM

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Framework for a Project Methodology in Design - Interactions in Speculation and Fictional Futures 13th

Framework for a Project Methodology in Design - Interactions...

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13th International Conference on Design, User Experience and Usability (DUXU)

作者： Leonor, Susana Palma, David ISMAT Rua Dr Estevao de Vasconcelos 33 P-8500656 Portimao Portugal FAUL Rua Sa Nogueira P-1349063 Lisbon Portugal

ISBN: (纸本)9783031613524;9783031613531

Exploring concepts such as speculation, fiction, and critical design in disciplines where creativity overcomes is an approach to identifying potential development, innovation, and future possibilities in contemporary societies according to a set of rational, evolutionary, and sequential data. We presented a framework that guides the students through steps throughout the creative process, allowing them to substantiate concepts, proposals, and utopian and dystopian visions of possible futures. The different dimensions used in this framework can potentially overcome students' creative limitations regarding what they consider factual truth toward more holistic, altruistic, and transformational visions. The exploration and creation of future scenarios are driven by the possibility of conceiving new potential forms of interaction and behaviors between humans and machines, which also requires critical reflection on their purpose and possible consequences. This approach enables a renewed vision regarding Human-computer Interaction (HCI) - how we engage with it and integrate technology positively within an artifact, system, experience, or service. Above all, underlying the pedagogical practice, the project methodology identified here through this proposed framework is the learning of the global contexts with which the designer has to work, aware of the impact of his projects in the short and long term, and that he also has the transformational role with society, the environment, and ethics. With this paper, we aim to contribute to a framework that enables the introduction of speculative and factional approaches to design students in higher education.

关键词： Human-computer Interaction Speculative design framework Design Education

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The Life of a Tie: Social Origins of Network Diversity 17th

The Life of a Tie: Social Origins of Network Diversity

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17th International Conference on Social, Cultural, and Behavioral Modeling (SBP-BRiMS)

作者： Park, Patrick S. Xu, Henry George Carley, Kathleen M. Carnegie Mellon Univ Pittsburgh PA 15213 USA

ISBN: (纸本)9783031722400;9783031722417

This study examines the survival and evolution of 443K bidirectional mention ties on Twitter by merging datasets collected before 2015 and in the first few months of the COVID-19 pandemic (February to June, 2020). We hypothesize that strong pre-existing ties, marked by frequent communication and shared identities, endure and tolerate cognitive and stance differences over time. Our findings show that surviving ties are stronger than average pre-2015 ties but exhibit greater cognitive distance in COVID-19 discussions, suggesting that strong ties can tolerate different and even opposing opinions on contentious topics. This challenges traditional models of social influence and homophily, which predict increased cognitive similarity within strong ties. The findings imply the potential for old ties to function as network bridges, reducing political divides by connecting dissimilar social groups.

关键词： strong ties network diversity tie survival partisan bridging covid-19

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Trust in Algorithmic Advice Increases with Task Complexity 2nd

Trust in Algorithmic Advice Increases with Task Complexity

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2nd International Conference on Human and Artificial Rationalities (HAR)

作者： Tahtali, Mohammed Ali Snijders, Chris Dirne, Corne Eindhoven Univ Technol NL-5600 MB Eindhoven Netherlands Fontys Univ Appl Sci NL-5600 AH Eindhoven Netherlands

ISBN: (纸本)9783031552441;9783031552458

The use of algorithms in decision-making has increased in various fields, such as medicine, government, and business. Despite their proven accuracy, people often disregard algorithmic advice. When it comes to complex tasks, however, there is some evidence that people are more inclined to follow the advice of algorithms. This evidence is largely based on decision-making in rather artificial contexts, however, and studies in this field tend to rely on rather crude measures of complexity. We therefore investigate the effect of task complexity on trust in model-based advice in a realistic setting, measuring complexity in several standardized ways. We conducted an experiment with 151 participants, each assessing 20 real-life court cases of crimes (in the Dutch legal system). Participants were first asked to estimate the jailtime for each crime. They then received algorithmic advice, and were allowed to adjust their initial estimate. We measured task complexity in severalways. First, by simply counting the number of violations per case. Second, we focused on all the mitigating and aggravating circumstances associated with a specific case. Finally, we narrowed our focus to only the circumstances mentioned in the case text and concentrated on the violated sections of the law. We then used multi-level regression analysis (assessments within participants) on the target variable Weight on Advice (WOA) to assess the impact of complexity on trust in algorithmic advice. Our findings indicate that participants were more inclined to trust algorithmic advice as the complexity of tasks increased, for two of the three operationalizations of task complexity.

关键词： algorithmic advice trust task complexity

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Decoding the Diversity of the German Software Developer Community: Insights from an Exploratory Cluster Analysis

Decoding the Diversity of the German Software Developer Comm...

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Conference on Human Interface and the Management of Information Thematic Area (HIMI) Held as Part of the 26th International Conference on Human-computer Interaction (HCII)

作者： Dworatzyk, Katharina Dekorsy, Vincent Theis, Sabine German Aerosp Ctr DLR Inst Software Technol Cologne Germany

ISBN: (纸本)9783031601248;9783031601255

To better understand the nature of the software developer community in Germany, an open data set of 2,837 responses collected through the Stack Overflow Developer Survey was analyzed. Cluster analysis identified four sub-groups that were characterized by significant differences in sociodemographic variables, programming experience and software development specialization: the web developer (25%), the junior developer (26%), the senior developer (39%), and the research developer (10%). Cluster characteristics were associated with differences in experienced community membership, frequency of Stack Overflow visits and participation in Q&A. Senior developers with the highest level of coding experience reported the overall strongest community engagement, while research developers visited Stack Overflow least often. A positive moderate relationship between community membership and community visits and community participation provided additional evidence for the importance of the sense of (virtual) community as a psychological driving factor of community engagement. Together, these findings can contribute to developing more targeted training and community-building measures.

关键词： software developer virtual community personas cluster analysis

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Educational Knowledge Graph Creation and Augmentation via LLMs 20th

Educational Knowledge Graph Creation and Augmentation via LL...

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20th International Conference on Intelligent Tutoring Systems (ITS)

作者： Jhajj, Gaganpreet Zhang, Xiaokun Gustafson, Jerry Ryan Lin, Fuhua Lin, Michael Pin-Chuan Athabasca Univ Sch Comp & Informat Syst Edmonton AB Canada Mt St Vincent Univ Fac Educ Halifax NS Canada

ISBN: (纸本)9783031630309;9783031630316

In this study, we explore the efficacy of Generative AI and Large Language Models (LLMs) in the tasks of constructing and completing Educational Knowledge Graphs (EduKGs). Knowledge Graphs (KGs) help represent real-world relationships. This can take the form of modeling course domains and student progression in educational settings. Through this work, we leverage GPT-4 to aid KG construction and align it with predefined learning objectives, course structure, and human interaction in validating and refining the generated KGs. The methodology employed utilized prompting LLMs with course materials and evaluating the generation of KGs through automatic and human assessment. Through a series of experiments, we show the potential of LLMs in enhancing the EduKG construction process, particularly for course modeling. Our findings suggest that LLMs such as GPT-4 can augment EduKGs by suggesting valuable and contextually relevant triplets. This KG creation and augmentation approach shows the potential to reduce the workload on educators and adaptive learning systems, paving the way for future applications in content recommendation and personalized learning experiences.

关键词： Knowledge Graphs Large Language Models Educational Knowledge Graphs

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User Experience Evaluation of an Immersive Virtual Reality Experience: The Case of the Palmela Dukes' Mausoleum in Lisbon's Prazeres Cemetery 13th

User Experience Evaluation of an Immersive Virtual Reality E...

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13th International Conference on Design, User Experience and Usability (DUXU)

作者： Noriega, Paulo Sousa, Mariana Rebelo, Francisco Vilar, Elisangela Univ Lisbon CIAUD Res Ctr Architecture Urbanism & Design Lisbon Sch Architecture Rua Sa NogueiraPolo Univ Alto Da Ajuda P-1349063 Lisbon Portugal Univ Lisbon ITI LARSyS Rua Sa Nogueira P-1349063 Lisbon Portugal

ISBN: (纸本)9783031613586;9783031613593

All over the world, there is a lot of our history that is still inaccessible to everyone. From historical facts, cultural patterns, and music, to paintings, sculptures, and buildings, many of these cultural and architectural heritages have restricted access or are hidden behind private patrimony. In this context, this applied research is focused on developing technology-based resources to engage users with cultural heritage, mainly those related to cemetery heritage. Thus, it investigates the prospective role of VR as a vehicle for unveiling one of the prominent heritage sites within the Prazeres Cemetery, namely the Mausoleum of the Dukes of Palmela. In this way, this paper aims to present part of larger project that has as main goal the development of an Immersive Virtual Reality (IVR) experiences for cemeterial tourism. The project was developed considering three main phases, the exploratory phase, the generative phase, and the evaluative phase, but for this paper purpose, only the last one will be detailed. The main objective is to present the pilot tests made with the prototype developed for the Dukes of Palmela Mausoleum VR experience. The tests were made mainly to evaluate Use experience (UX) while interacting with an IVR experience. The primary findings indicate that the three emotions most experienced by the participants after the interaction were: Interest, Astonishment, and Fear. Additionally, the performance test showed effective memory retention among participants, indicating the potential of VR experiences to evoke meaningful engagement and learning.

关键词： Virtual Reality Interaction Design Cemeterial Tourism Patrimony User Experience

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Policy Design of Retail Central Bank Digital Currencies: Embedding AML/CFT Compliance 27th

Policy Design of Retail Central Bank Digital Currencies: Emb...

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8th Workshop on Advances in Secure Electronic Voting (Voting) / 4th Workshop on Coordination of Decentralized Finance (CoDecFin) / 3rd Workshop on Decentralized Finance (DeFi) / 7th Workshop on Trusted Smart Contracts (WTSC)

作者： Kakebayashi, Michi Presto, Gerard P. Yuyama, Tomonori Univ Calif Berkeley Berkeley CA 94720 USA Georgetown Univ Washington DC USA

ISBN: (纸本)9783031488054;9783031488061

This paper provides a foundation on how to ensure effective and efficient Anti-Money Laundering (AML) and Combating the Financing of Terrorism (CFT) compliance measures in the Central Bank Digital Currency (CBDC) system, focusing particularly on the retail CBDC in a two-tiered system. By examining the existing AML/CFT practices and those implemented in newly launched CBDC projects, we build a policy framework of AML/CFT measures that should be embedded in the CBDC system to enhance compliance. The most common enforcement of AML/CFTmeasures associated with CBDC balances assumes the form of transaction amount or holding amount limits based on the level of KnowYour-Customer (KYC) findings. In this paper, we examine practices beyond the initial KYC measures and explore the processes of on-boarding and on-going customer due diligence, transaction analysis and evaluation, decision making and reporting to the Financial Investigation Unit (FIU).

关键词： CBDC - Central Bank Digital Currency AML - Anti Money Laundering CFT - Combating the Financing of Terrorism DLT - Distributed Ledger Technology FATF - Financial Action Task Force regulatory compliance

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