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Current Research and Application Status of Mental Models in the Field of Design in China: A Literature-Based Approach

Current Research and Application Status of Mental Models in ...

引用

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： Li, Shixiang Wuhan Univ Technol Sch Art & Design Wuhan Peoples R China

ISBN: (纸本)9783031601064;9783031601071

Objective: This study comprehensively analyzes the current status and characteristics of the application of mental models in the field of Chinese design literature. Methods: Design-related literature incorporating mental model applications, indexed by CNKI, served as the data source. Scientific literature visualization tools, VOSviewer and CiteSpace, were employed. A scientific knowledge map was constructed, visualizing aspects such as the distribution of literature by year, research institutions, authors, and keyword clusters to reveal the research trends. Conclusion: Research findings indicate an overall increasing trend in literature within the scope of this study. Leading institutions in engineering and management dominate the application ofmental models in the field of Chinese design. Research focuses primarily on user satisfaction, needs, analytic hierarchy process (AHP), user experience, service design, and product design. Highly cited papers form the primary knowledge base, linking a significant portion of the research. Future development trends include cultural and creative design, CMF design, as well as the analysis of personalized and differentiated user demands. However, current research faces limitations such as a lack of apparent methodological innovation, limited research collaboration, and a scarcity of highly productive authors.

关键词： Mental model Design research CiteSpace VOSviewer Visualization Graph analysis

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Integrated Content-Graph Analysis to Characterize Social Media Conversations During Disaster Evacuations 17th

Integrated Content-Graph Analysis to Characterize Social Med...

引用

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

作者： Salemi, Hossein Sharika, Tarin Sultana Purohit, Hemant George Mason Univ Humanitarian Informat Lab Fairfax VA 22030 USA

ISBN: (纸本)9783031722400;9783031722417

Social media content posted by users during an evacuation phase of a disaster can provide a valuable source of information for situational awareness of emergency responders for decision making. However, understanding different aspects of the situation from unstructured data of social media and how they can be categorized to help emergency responders are the challenges that must be addressed. In this work, we design and conduct an integrated analytical framework using content and graph analysis methods to address these challenges by first detecting communities on the graph of user-entity interactions, followed by understanding different aspects of the users' interests by topic modeling. Experimenting on a dataset of Twitter/X posts from hurricane Irma in 2017, our results reveal that the users mainly discussed about different aspects of the evacuation situation including locations, time of action, empathy and mental health issues, family constraints, pets and sheltering, event descriptors, transportation and supplies, and accommodation. Additionally, our experiments show the significant alignment between topic representation based on, simple yet effective, frequent set of entities and topic prediction by BERTopic as a popular topic modeling method.

关键词： Social Network Analysis Crisis Informatics Emergency Evacuation Graph-based Data Analysis

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GNSS Signal Monitoring and Security of Supply of GNSS-Based Services 1

引用

18th International Conference on Critical Information Infrastructures Security (CRITIS)

作者： Saajasto, Mika Kaasalainen, Sanna Makela, Maija Bhuiyan, M. Zahidul H. Koivula, Hannu Kirkko-Jaakkola, Martti Kuusniemi, Heidi Finnish Geospatial Res Inst Espoo Finland Nord Inertial Oy Akaa Finland Univ Vaasa Sch Technol & Innovat Vaasa Finland

ISBN: (数字)9783031621390

ISBN: (纸本)9783031621383;9783031621390

The global GNSS markets are expected to grow considerably in future, thus the number of threats against GNSS services will also increase. Understanding how GNSS services are utilized on a national level is crucial for the resilience, safety and quality of these services. This study summarises interviews of authorities and specialists in the given GNSS segments, national and international research on related GNSS markets and analysis of related technologies. We provide an introduction to the current state of GNSS-based services, important shortcomings related to security of supply, and the GNSS user needs in relation to GNSS security of supply. We discuss ways to mitigate threats aimed against GNSS services, for example GNSS monitoring and provide suggestions to improve the security of supply of GNSS services. The GNSS markets are becoming increasingly vulnerable to interference, thus resilient navigation and timing solutions are needed. The authentication services of the Galileo-system are aimed to solve these problems, but they are not fully operational. The security of supply and the safety of the GNSS-based services should become a key feature in national cybersecurity planning.

关键词： GNSS Security of Supply Critical Infrastructure

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Cellular Automata: From Black-and-White to High Gloss Color 1

引用

28th International Conference on Developments in Language Theory (DLT)

作者： Kutrib, Martin Malcher, Andreas Univ Giessen Inst Informat Arndtstr 2 D-35392 Giessen Germany

ISBN: (数字)9783031661594

ISBN: (纸本)9783031661587;9783031661594

We provide an overview of three different operating modes of cellular automata. A classical point of view is to consider cellular automata as acceptors for formal languages. As usual, these systems then act as deciders whose output is yes or no. A second point of view takes the perspective of more complex outputs. Now cellular automata not only compute a binary output, but they transform inputs into outputs, that is, they act as transducers. In the third case, cellular automata are considered that generate outputs from almost nothing, only the length of the pattern to be generated is given. A brief comparative overview of the basic capabilities in all three cases is given.

关键词： Formal languages

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Bridging Cello Learning with Technological Innovations: An Exploration of Interaction Design Opportunities 13th

Bridging Cello Learning with Technological Innovations: An E...

引用

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

作者： Sha, Kexin Yun, Yeon-Ji Qian, Cheryl Zhenyu Purdue Univ W Lafayette IN 47907 USA

ISBN: (纸本)9783031613586;9783031613593

Incorporating emotional design, user-centered design, music education insights, and cognitive load management, this study investigates the integration of AI into cello learning. Through competitive analysis and qualitative user research, including detailed observations and interviews, we introduce interaction design solutions of "Goal-Oriented Three Practice Modes", "Interactive Learning", and "Personalized Practice Plans". This research aims to make classical music education more efficient, accessible and personalized, addressing economic and geographical limitations. By integrating technological innovations, we seek to enrich the classical music tradition, enhance the cello learning experience, and expand the community for cello learners and enthusiasts.

关键词： User Experience Qualitative User Research Artificial Intelligence Cello Music Education Interaction Design Solutions

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Kinesics Language Interaction in Virtual Reality 13th

Kinesics Language Interaction in Virtual Reality

引用

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

作者： Huang, Ze Zhu, Yancong Beijing Normal Univ Fac Psychol Beijing 100875 Peoples R China

ISBN: (纸本)9783031613586;9783031613593

In the realm of virtual reality, the evolution and innovation of human-computer interaction are ongoing. Kinesics language interaction, which encompasses communication via gestures, facial expressions, body movements, and gaze, is being increasingly recognized as a vital strategy for interaction. This paper delves into the significance and current development of kinesics language interaction, enumerates the effects of kinesics language interaction on user experience in virtual environments, and explores the importance of kinesics language interaction from the perspectives of facial expressions, gaze, gestures, and postures. The paper proposes that future research and development should be centered on comprehensive kinesics language interaction to investigate the cognitive impact on users and potential adverse effects.

关键词： Virtual Reality Kinesics Language Interaction Human-computer Interaction

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BlendMaster: A Collaborative Board Game for Training Teachers in Blended Learning 12th

BlendMaster: A Collaborative Board Game for Training Teacher...

引用

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

作者： Rocha, Mariana Doyle, Paul Technol Univ Dublin Sch Comp Sci Dublin Ireland

ISBN: (纸本)9783031490644;9783031490651

Blended learning (BL) combines face-to-face and computer-aided resources, promoting students' engagement and independence. However, teachers may struggle due to a lack of technological skills and pedagogical challenges. Serious games have proven to be an efficient tool for enhancing teachers' training, providing immersive and interactive learning experiences, and allowing teachers to develop classroom management strategies in a risk-free environment. We present the design and implementation of BlendMaster, a collaborative board game for training teachers in BL. The game challenges players to make decisions, addressing classroom challenges in both face-to-face and online settings. By exploring the game's mechanics, dynamics, and aesthetics, we foster reflection on BL while creating an engaging experience. Feedback from players during a training session shows BlendMaster is positively received by teachers and provides insights for further improvements and future directions for the game.

关键词： teacher training blended learning board game

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Data Sins: Speculative Design Unveiling Data Colonialism Through AI Imagery 13th

Data Sins: Speculative Design Unveiling Data Colonialism Thr...

引用

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

作者： de Almeida, Fabio Rafael, Sonia Univ Lisbon Fac Belas Artes Largo Acad Nacl Belas Artes P-1249058 Lisbon Portugal Univ Lisbon Fac Belas Artes ITI LARSyS P-1249058 Lisbon Portugal

ISBN: (纸本)9783031613500;9783031613517

The Data Sins project aims to provoke reflection on the concept of data colonialism by exploring its key underpinnings as an emerging phenomenon in the early 21st century. Through the discipline of speculative design, the project seeks to emphasize how many of the rationales surrounding the ideals of connectivity and progress within the realm of big data, in fact, conceal a new form of neocolonial appropriation. The storytelling is based on conjectures that reveal contemporary aspects of the interconnected relationships between political, economic, and religious power. In this context, the rise of conservative right-wing movements observed in Brazil over the last decade solidifies the marriage between religious moralism, authoritarianism, and economic liberalism. The materialization of the project adopted a discursive approach, with the methodology relying on the use of artificial intelligence to construct the visual universe of speculative scenario. Furthermore, it was crucial for recognizing and highlighting biases and prejudices related to gender, race, and culture within the training models of the platform.

关键词： Critical and Speculative Design Storytelling Data Colonialism Artificial Intelligence Art Generator Digital Bias

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Keeping Humans in the Loop: LLM Supported Oral Examinations 20th

Keeping Humans in the Loop: LLM Supported Oral Examinations

引用

20th International Conference on Intelligent Tutoring Systems (ITS)

作者： Fehnker, Ansgar Glover, Luke Macquarie Univ Sydney NSW Australia

ISBN: (纸本)9783031630279;9783031630286

This paper investigates the use of generative AI to prepare oral examinations. The aim is to support oral exams regardless of whether the student uses generative AI. Oral exams have long been viewed as inefficient, subjective, or unfair. Generative AI has the potential to mitigate some of these concerns. This paper reports on a prototype developed to prepare vivas for essays in software engineering. This position paper discusses underlying principles, a proposed design and workflow, as well as limitations on both the technology and its use.

关键词： Large-Language-Models examinations oral essays

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Evaluating Differential Privacy on Correlated Datasets Using Pointwise Maximal Leakage 12th

Evaluating Differential Privacy on Correlated Datasets Using...

引用

12th Annual Privacy Forum on Privacy Technologies and Policy (APF)

作者： Saeidian, Sara Oechtering, Tobias J. Skoglund, Mikael KTH Royal Inst Technol S-10044 Stockholm Sweden

ISBN: (纸本)9783031680236;9783031680243

Data-driven advancements significantly contribute to societal progress, yet they also pose substantial risks to privacy. In this landscape, differential privacy (DP) has become a cornerstone in privacy preservation efforts. However, the adequacy of DP in scenarios involving correlated datasets has sometimes been questioned and multiple studies have hinted at potential vulnerabilities. In this work, we delve into the nuances of applying DP to correlated datasets by leveraging the concept of pointwise maximal leakage (PML) for a quantitative assessment of information leakage. Our investigation reveals that DP's guarantees can be arbitrarily weak for correlated databases when assessed through the lens of PML. More precisely, we prove the existence of a pure DP mechanism with PML levels arbitrarily close to that of a mechanism which releases individual entries from a database without any perturbation. By shedding light on the limitations of DP on correlated datasets, our work aims to foster a deeper understanding of subtle privacy risks and highlight the need for the development of more effective privacy-preserving mechanisms tailored to diverse scenarios.

关键词： Pointwise maximal leakage Differential privacy Correlated data

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