Relevant bibliographies by topics / Mental models elicitation

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  2. Dissertations / Theses
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Academic literature on the topic 'Mental models elicitation'

Author: Grafiati
Published: 2 June 2025
Last updated: 31 July 2025

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Journal articles on the topic "Mental models elicitation"

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Cooke, Nancy J., and Anna L. Rowe. "Evaluating Mental Model Elicitation Methods." Proceedings of the Human Factors and Ergonomics Society Annual Meeting 38, no. 4 (1994): 261–65. http://dx.doi.org/10.1177/154193129403800416.

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Researchers have developed and applied a number of methods for measuring mental models. Unfortunately not only is the mental model construct ill-defined, but the basic research associated with it offers little guidance concerning the selection of a method for a particular application. In this paper a program of research is presented that is designed address this shortcoming. Specifically, the research involves a comparative evaluation of methods to measure mental models on the basis of the relationship between the method's output (i.e., the mental model) and the criterion of primary importance
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Harper, Samantha, and Stephen Dorton. "A Context-Driven Framework for Selecting Mental Model Elicitation Methods." Proceedings of the Human Factors and Ergonomics Society Annual Meeting 63, no. 1 (2019): 367–71. http://dx.doi.org/10.1177/1071181319631422.

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Mental models describe an internal representation of knowledge of an individual or group, which can be used to interpret interactions with their environment and provide insight into decision-making strategies and prediction of performance. There are several ways to elicit mental models and analyze them; however, there is little guidance for selecting an appropriate elicitation method. Depending on different constraints of research and desired outcomes, different elicitation methods are more appropriate than others. Three criteria were identified as useful for selecting an appropriate elicitati
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Ford, David N., and John D. Sterman. "Expert knowledge elicitation to improve formal and mental models." System Dynamics Review 14, no. 4 (1998): 309–40. http://dx.doi.org/10.1002/(sici)1099-1727(199824)14:4<309::aid-sdr154>3.0.co;2-5.

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Rowe, Anna L., Nancy J. Cooke, Kelly J. Neville, and Chris W. Schacherer. "Mental Models of Metal Models: A Comparison of Mental Model Measurement Techniques." Proceedings of the Human Factors Society Annual Meeting 36, no. 16 (1992): 1195–99. http://dx.doi.org/10.1177/154193129203601603.

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Although use of the mental model construct has proliferated in recent research, the construct lacks a clear definition and an agreed upon method of measurement. Furthermore, the reliability and validity of the different measurement techniques in use have not been established, thereby making generalizations across studies of mental models difficult. The purpose of the current project was to assess several methods of measuring mental models in terms of their reliability/stability over time. Subjects” mental models of the automobile engine system were elicited on two occasions separated by one we
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Whitmer, Daphne E., Valerie K. Sims, and Michael E. Torres. "Assessing Mental Models of Emergencies Through Two Knowledge Elicitation Tasks." Human Factors: The Journal of the Human Factors and Ergonomics Society 59, no. 3 (2016): 357–76. http://dx.doi.org/10.1177/0018720816672117.

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Barrera-Causil, Carlos Javier, and Juan Carlos Correa-Morales. "Elicitation of the Parameters of Multiple Linear Models." Revista Colombiana de Estadística 44, no. 1 (2021): 159–70. http://dx.doi.org/10.15446/rce.v44n1.83525.

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Estimating the parameters of a multiple linear model is a common task in all areas of sciences. In order to obtain conjugate distributions, the Bayesian estimation of these parameters is usually carried out using noninformative priors. When informative priors are considered in the Bayesian estimation an important problem arises because techniques arerequired to extract information from experts and represent it in an informative prior distribution. Elicitation techniques can be used for suchpurpose even though they are more complex than the traditional methods. In this paper, we propose a techn
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Harper, Samantha, and Stephen Dorton. "Towards a Context-Dependent Framework for Visualizing Mental Models." Proceedings of the Human Factors and Ergonomics Society Annual Meeting 64, no. 1 (2020): 308–12. http://dx.doi.org/10.1177/1071181320641071.

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Mental models describe an internal representation of knowledge, which can be used to describe, explain, and predict a person’s interactions with their environment. While there is no shortage on mental model research, a recent literature review revealed the majority of research on mental models does not include an actual model of any kind. Mental models are able to capture complex information, which is difficult to effectively convey through written word alone. A set of visual metaphors are needed to effectively convey the disparate information that can be identified in mental models. We have c
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St-Cyr, Olivier, and Catherine M. Burns. "Mental Models and Ecological Interface Design: An Experimental Investigation." Proceedings of the Human Factors and Ergonomics Society Annual Meeting 46, no. 3 (2002): 270–74. http://dx.doi.org/10.1177/154193120204600311.

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We studied the impact of Ecological Interface Design (EID) displays on mental models using the DURESS II simulator. To assess mental models we used a card sorting exercise, a network building exercise based on the Abstraction Hierarchy, and a system behavior prediction exercise. Participants in the EID condition performed significantly better on the card sorting and network building exercises, but poorer on the prediction exercise. Our results are mixed, suggesting that EID may improve the understanding of means- end links and yet, not improve the ability to predict system behavior. The relati
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Scielzo, Sandro, Stephen M. Fiore, Haydee M. Cuevas, and Eduardo Salas. "The Utility of Mental Model Assessment in Diagnosing Cognitive and Metacognitive Processes for Complex Training." Proceedings of the Human Factors and Ergonomics Society Annual Meeting 46, no. 3 (2002): 566–68. http://dx.doi.org/10.1177/154193120204600373.

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This paper illustrates the utility of mental model assessment in discriminating between high and low performers in terms of cognitive and metacognitive processes. Distinct computer-based knowledge elicitation methods were utilized to assess the acquisition of different knowledge types as well as the development of participants' mental models when training for a complex task. Additionally, participants' metacognitive accuracy was also measured. Results suggest that mental model assessment is diagnostic of knowledge acquisition for a complex task and mental model accuracy is related to accuracy
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Pramanik, Saugata, Sahil Pabbathi, and Shakuntala Acharya. "Exploring gesture generation for smartwatches: is user elicitation enough?" Proceedings of the Design Society 4 (May 2024): 1045–54. http://dx.doi.org/10.1017/pds.2024.107.

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AbstractGestures are a preferred mode of interaction for smartwatches and these are commonly elicited either by expert/designers or by users. This paper aims to understand the most promising approach for generating and assessing gestures by employing two empirical studies to validate a set of expert/designer-generated gestures. It further gains insights into the users' mental models, their role as co-creators, and their considerations for one-handed gestures in smartwatches, and discusses the virtue of incorporating both approaches of gesture elicitation.
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Dissertations / Theses on the topic "Mental models elicitation"

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"Expert knowledge elicitation to improve mental and formal models." Sloan School of Management, Massachusetts Institute of Technology, 1997. http://hdl.handle.net/1721.1/2654.

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David N. Ford and John D. Sterman.<br>Includes bibliographical references (p. 24-25).<br>Supported by the Python organization, the Organizational Learning Center and the System Dynamics Group at the MIT Sloan School of Management.
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Kahler, Susan Elizabeth. "A comparison of knowledge acquisition methods for the elicitation of procedural mental models." 2002. http://www.lib.ncsu.edu/theses/available/etd-12132002-105613/unrestricted/etd.pdf.

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Chung, Chi-Hua, and 鍾季樺. "A Study of Fans’ Mental Model Using Zaltman Metaphor Elicitation Technique." Thesis, 2005. http://ndltd.ncl.edu.tw/handle/47075026839563036344.

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碩士<br>世新大學<br>傳播管理學研究所(含碩專班)<br>93<br>The pop music recording industry is declining due to domestic and foreign economic depression, disc piracy and the popularization of digital music. Therefore, attracting consumers to buy the discs has become the primary task of marketing managers of record companies. Over the years, recording industry used to spend a lot of money promoting singers; however, this kind of promotion tactics has become more difficult to implement. On the one hand, the budget used for publicity as well as media effects are shrinking. On the other hand, purchase of pop music is
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Lo, Chi-Wen, and 羅琦文. "Using Zaltman Metaphor Elicitation Technique To Explore News Photographers’ Mental Model." Thesis, 2009. http://ndltd.ncl.edu.tw/handle/c3e9s3.

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碩士<br>國立中山大學<br>傳播管理研究所<br>97<br>The news cultures, productions and dissemination channels in the digital age are already different from the traditional times. The challenges which the reporters face also differ from the pasts. Taiwan media studies analyze the audience and media through the ways of qualification but neglects that they are also the audience, disseminators, gatekeepers and real constructional signs as the reporters in the meantime to go on the qualitative analysis. There are few studies about the press photographers and mostly the analyses of qualification and qualitative are ba
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HSIEH, HUI-HUA, and 謝惠華. "A Study on Mental Model of Theater Audience's Appreciating Dramas with Zaltman Metaphor Elicitation Technique." Thesis, 2019. http://ndltd.ncl.edu.tw/handle/ece46a.

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碩士<br>國立高雄師範大學<br>表演藝術碩士學位學程<br>107<br>The objective of this study is to explore the mental model of theater audiences’ appreciating dramas with Zaltman Metaphor Elicitation Technique. By means of in-depth interviews, we extract the thoughts and feelings of the interviewees about dramas. The mental map and consensus map of the interviewees were constructed by the connection between constructs. A total of 67 key constructs were extracted from the research process, including 6 initial constructs, 36 connected structural thoughts, and 25 final structural thoughts. According to the key construc
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Tsai, Yu-Hsuan, and 蔡諭萱. "Using Zaltman Metaphors Elicitation Technique to Explore Consumers' Mental Model of Product: Taking MP3 as an Example." Thesis, 2005. http://ndltd.ncl.edu.tw/handle/09686962374838650946.

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碩士<br>國立嘉義大學<br>行銷與流通管理研究所<br>93<br>In the keen competitive market, knowing what consumers want is fundamental for a successful business. To explore consumers’ thoughts more accurately, Zaltman and Higie (1993) proposed a newly patented research tool which named “Zaltman Metaphor Elicitation Technique” (hereafter ZMET). Participants in ZMET were required to search the pictures which can represent their thoughts of a specific object. These pictures were taken as metaphors of consumer psychology. It could diminish the limitations of traditional verbal communication. Beside, this study added musi
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Lin, Jedi, and 林克寰. "A Study of Mental Model of Hearing Disorders Population for Self-expression by Internet Publication Using Zaltman Metaphor Elicitation Technique." Thesis, 2007. http://ndltd.ncl.edu.tw/handle/13886953360913278500.

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碩士<br>國立台北護理學院<br>聽語障礙科學研究所<br>95<br>This research treats Internet as a kind of augmentative and alternative communication (AAC) applicable to the hearing disorders population. The researcher first reviewed articles about Deaf culture, assistive technologies (AT) as well as utilities using, and the use of Internet. This research then targets on hearing disorders population, constructing their mental model for self-expression by Internet publication using Zaltman Metaphor Elicitation Technique (ZMET). This research is also the first one using ZMET in the medical field in Taiwan. The result ind
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Book chapters on the topic "Mental models elicitation"

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Petrie, Helen, Gayathri Sreekumar, and Siamak Shahandashti. "Understanding Users’ Mental Models of Federated Identity Management (FIM): Use of a New Tangible Elicitation Method." In IFIP Advances in Information and Communication Technology. Springer Nature Switzerland, 2024. http://dx.doi.org/10.1007/978-3-031-72559-3_21.

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Memon, Tasneem, Jie Lu, and Farookh Khadeer Hussain. "An Enhanced Mental Model Elicitation Technique to Improve Mental Model Accuracy." In Neural Information Processing. Springer Berlin Heidelberg, 2013. http://dx.doi.org/10.1007/978-3-642-42054-2_11.

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de Boer Robert J., Badke-Schaub Petra, and Santema Sicco C. "Emotion Elicitation in Individuals During a Cognitive Task." In Air Transport and Operations. IOS Press, 2010. https://doi.org/10.3233/978-1-60750-559-4-364.

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In this paper we present a theoretical explanation for the relationship between Mental Models and emotions, which we have tested in a laboratory setting with engineers from industry and engineering students. The experiment shows a correlation between emotions and Mental Models such that there is a bias towards maintaining the Mental Model. Implications for this finding in practice are discussed, as well as further research that is required to ascertain these results.
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Visser, Willemien, and Alexandre Morais. "Concurrent Use of Different Expertise Elicitation Methods Applied to the Study of the Programming Activity." In Mental Models and Human-Computer Interaction 2. Elsevier, 1991. http://dx.doi.org/10.1016/b978-0-444-88602-6.50009-8.

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Hillman, Alexander P., and Nancy G. Leveson. "Systems-Theoretic Concept Design: Synchronizing Transdisciplinary Mental Models Across Disparate Stakeholder Views." In Advances in Transdisciplinary Engineering. IOS Press, 2024. https://doi.org/10.3233/atde240944.

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The rapid pace of technological change, particularly for engineered systems in the last several decades, has resulted in an explosion in complexity for control-oriented novel, aerospace systems. Traditional approaches to engineering design tend to focus on the inclusion of specific technologies, tacitly ignoring the inherently transdisciplinary nature of the engineering design process. These legacy techniques worked well when the semantic distance between an early concept and its eventual instantiation was much shorter; but the design of today’s aerospace systems demand expertise across multip
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Parsons, Thomas D. "Affect-sensitive Virtual Standardized Patient Interface System." In Technology Integration in Higher Education. IGI Global, 2011. http://dx.doi.org/10.4018/978-1-60960-147-8.ch015.

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Virtual Standardized Patients (VSPs) are advanced conversational virtual human agents that have been applied to training of clinicians. These interactive agents portray standardized patient scenarios involving VSPs with clinical or physical conditions. VSPs are capable of verbal and nonverbal interaction (receptive and expressive communication) with a clinician in an effort to enhance differential diagnosis of psychiatric disorders and teach interpersonal skills. This chapter describes the design and development of both software to create social interaction modules on a VSP platform and indivi
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Goswami, S. P., Brajesh Priyadarshi, and Sharon Mathews. "Discourse Elicitation in Aphasia." In Advances in Psychology, Mental Health, and Behavioral Studies. IGI Global, 2018. http://dx.doi.org/10.4018/978-1-5225-4955-0.ch012.

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Persons with aphasia (PWA) face varying difficulties of communication breakdown through different stages of recovery. With speech-language therapy, significant recovery may be seen at unitary levels, but the ultimate success of therapy is evident when the PWA uses all of the units as a whole and is able to communicate optimally to sustain social identities. An individualized intervention program as the focus, a protocol is proposed with seven semi-structured interviews aimed at eliciting discourse incorporating the philosophies of the social model, LPAA, SCA, AphasiaBank Protocol, and Protocol
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Elgac, Adam, and Agustín Rayo. "Fragmentation and Information Access." In The Fragmented Mind. Oxford University Press, 2021. http://dx.doi.org/10.1093/oso/9780198850670.003.0002.

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Is there an English word that ends in ‘MT’? (If you are stumped, think about it for a moment and then read the last word of this abstract.) Before you figured out (or read) the answer to that question, did you possess the information that the word that is the answer is an English word that ends in ‘MT’? In a sense, yes: the word was in your vocabulary. But in another sense, no: perhaps you weren’t able to immediately answer the puzzle question. For finite agents, this phenomenon is unavoidable. We often possess a piece of information for some purposes (or with respect to some elicitation condi
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Kilsdonk Ellen, Riezebos Rinke, Kremer Leontien, Peute Linda, and Jaspers Monique. "Clinical Guideline Representation in a CDS: a Human Information Processing Method." In Studies in Health Technology and Informatics. IOS Press, 2012. https://doi.org/10.3233/978-1-61499-101-4-427.

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The Dutch Childhood Oncology Group (DCOG) has developed evidence-based guidelines for screening childhood cancer survivors for possible late complications of treatment. These paper-based guidelines appeared to not suit clinicians' information retrieval strategies; it was thus decided to communicate the guidelines through a Computerized Decision Support (CDS) tool. To ensure high usability of this tool, an analysis of clinicians' cognitive strategies in retrieving information from the paper-based guidelines was used as requirements elicitation method. An information processing model was develop
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Conference papers on the topic "Mental models elicitation"

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Furiato, Mikala Y., Corey J. Kado, and Alexander R. Murphy. "The Impact of Undergraduate Experience on Mental Model Component and Function Identification." In ASME 2024 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. American Society of Mechanical Engineers, 2024. http://dx.doi.org/10.1115/detc2024-146398.

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Abstract The examination of a student’s comprehension of concepts and ability to apply these concepts to the real-world is challenging. Mental model elicitation has been used as a methodology for decades by educators and researchers to examine conceptual knowledge of various systems. This study examines the impact that student expertise has on mental model completeness through a study involving everyday products. Mental models were gathered using a direct elicitation method from 1st- and 4th-year students in undergraduate engineering courses. Students were instructed to identify components and
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Murphy, Alexander R., Abigail S. Whittle, and Joshua D. Summers. "The Impact of a Product Teardown Activity on Systems Thinking." In ASME 2023 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. American Society of Mechanical Engineers, 2023. http://dx.doi.org/10.1115/detc2023-116528.

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Abstract Product teardowns or related activities may help novice engineers develop an understanding of systems and products. These activities allow for novices to directly explore physical components and the connections between those components in a given product, which are both aspects of robust systems thinking. In this study, students’ mental models of common products are examined before and after a product teardown activity using a previously published mental model elicitation method. Participants completed the product teardown activity in groups, identifying components, functionality, and
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Furiato, Mikala Y., and Alexander R. Murphy. "Reverse Engineering Through a Product Teardown Activity and Component-Function Identification." In ASME 2024 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. American Society of Mechanical Engineers, 2024. http://dx.doi.org/10.1115/detc2024-143793.

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Abstract Engineering educators have used reverse engineering activities as a pedagogical tool for decades. Product teardowns allow students to experientially learn how a product works and what components lie hidden inside of an engineered product. These activities help shape students’ mental models and bolster their systems thinking abilities. This study examines the impact of a product teardown activity on upper-level engineering students’ mental models of everyday products. Students’ mental models of three common products were measured through a direct elicitation method before and after tak
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Bendell, Rhyse, Jessica Williams, Stephen Fiore, and Florian Jentsch. "Participant Gaming Experience Predicts Mental Model Formation, Task Performance, and Teaming Behavior in Simulated Search and Rescue." In 14th International Conference on Applied Human Factors and Ergonomics (AHFE 2023). AHFE International, 2023. http://dx.doi.org/10.54941/ahfe1003569.

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Video gaming experience has been found to impact behavior and performance on experimental tasks, can influence cognitive processes, and may even transfer to tasking proficiency. The purpose of the investigations reported in this manuscript were jointly to examine the relationships between video game experience and mental model formation as well as experience and gameplay behaviors in the context of a game-based urban search and rescue mission. We hypothesized that differences in video game play experience would influence the formation of mental models, and that experience would also be associa
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Latorre-Rojas, Carlos J., Javier A. Luzon, Alexander Rozo-Torres, and Wilson J. Sarmiento. "Immersive Visualization for Surgical Planning Through Mental Model Elicitation: Work in Progress." In 2024 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW). IEEE, 2024. http://dx.doi.org/10.1109/vrw62533.2024.00139.

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Reports on the topic "Mental models elicitation"

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Balza, Lenin, Lina M. Díaz, Nicolás Gómez Parra, and Osmel Manzano. Are We Missing Something When Measuring Citizens' Perceptions of the Extractive Industry? Inter-American Development Bank, 2023. http://dx.doi.org/10.18235/0005304.

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We study individual preferences and public beliefs surrounding extractive industries in the Latin America and the Caribbean (LAC) region using a metaphor elicitation technique instead of standard stated self-reported questions. Combining qualitative one-on-one interviews in Guyana and Venezuela with national surveys in 12 LAC countries, we uncover deep metaphors and narratives shaping citizens views. The findings reveal key narratives centered around environmental, economic, and social impacts, as well as governance and local participation. Sentiment analysis indicates polarized opinions on ex
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