Informática e Sistemas de Informação | Comunicações em congressos, conferências, seminários/Communications in congresses...
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Browsing Informática e Sistemas de Informação | Comunicações em congressos, conferências, seminários/Communications in congresses... by Sustainable Development Goals (SDG) "04:Educação de Qualidade"
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- Adaptation and personalization of learning management system, oriented to employees’ role in enterprise context: literature reviewPublication . Santos, Arnaldo; Aplugi, GlóriaIn the digital age, the training in companies can be facilitated through a proper system to the company’s demand. A learning platform personalized to the profile of employees can facilitate the selection of training that tailored to their roles. This research aims to investigate the existence of adaptation and personalization of learning management systems (LMS) in enterprise context, that facilitate the selection of learning’s content suited for employees’ roles. This study focuses on literature reviewto understand the importance of a personalized LMS in company, especially in selection of content that adequate to role of each employee.
- An initial framework for adaptive serious games based on a systematic literature reviewPublication . Pistono, Alvaro; Santos, Arnaldo; Baptista, RicardoSerious Games have been used in professional training to increase employee engagement and improve the results of training initiatives. This work intends to investigate the influence of game elements, in adaptable Serious Games, according to the users' interactions, on the increase of engagement in the game itself and, as the main goal, on the learning results and the transfer of the acquired knowledge and practised skills to the daily work activities. Using the Design Science Research - DSR methodology, this study aims to develop a framework for the development and evaluation of Serious Games to improve the user experience, the learning outcomes, the transfer of knowledge to work situations, and the application of the skills practised in the game in real professional scenarios. This paper presents an initial Framework for Adaptive Serious Games derived from a systematic literature review. The next steps in this investigation are pointed out following the DSR methodology.
- Ancient greek technology: an immersive learning use case described using a co-intelligent custom ChatGPT assistantPublication . Morgado, Leonel; Kasapakis, VlasisAchieving consistency in immersive learning case descriptions is essential but challenging due to variations in research focus, methodology, and researchers' background. We address these challenges by leveraging the Immersive Learning Case Sheet (ILCS), a methodological instrument to standardize case descriptions, that we applied to an immersive learning case on ancient Greek technology in VRChat. Research team members had differing levels of familiarity with the ILCS and the case content, so we developed a custom ChatGPT assistant to facilitate consistent terminology and process alignment across the team. This paper constitutes an example of how structured case reports can be a novel contribution to immersive learning literature. Our findings demonstrate how the ILCS supports structured reflection and interpretation of the case. Further we report that the use of a ChatGPT assistant significantly sup-ports the coherence and quality of the team members development of the final ILCS. This exposes the potential of employing AI-driven tools to enhance collaboration and standardization of research practices in qualitative educational research. However, we also discuss the limitations and challenges, including reliance on AI for interpretive tasks and managing varied levels of expertise within the team. This study thus provides insights into the practical application of AI in standardizing immersive learning research processes.
- Detailing an e-Learning course on software engineering and architecture using BPMNPublication . Morais, Ceres Germanna Braga; Pedrosa, Daniela; Fontes, Mario Madureira; Cravino, José; Morgado, LeonelWe have employed BPMN diagrams to expose the foreseen teaching and learning activities of participants in an e-learning course under planning. This provided clarification of the teaching and learning actions, revealing to the educational planning team aspects which were not explicit in the lecturer’s plan, such as: the level of effort for the teacher as well as for the student; specific moments when there is a need to provide feedback and motivation. We believe that this exercise constitutes a rich and helpful contribution in planning and visualization efficient for other teaching teams of computer programming courses.
- Immersion for AI: immersive learning with artificial intelligencePublication . Morgado, LeonelThis work reflects upon what Immersion can mean from the perspective of an Artificial Intelligence (AI). Applying the lens of immersive learning theory, it seeks to understand whether this new perspective supports ways for AI participation in cognitive ecologies. By treating AI as a participant rather than a tool, it explores what other participants (humans and other AIs) need to consider in environments where AI can meaningfully engage and contribute to the cognitive ecology, and what the implications are for designing such learning environments. Drawing from the three conceptual dimensions of immersion—System, Narrative, and Agency—this work reinterprets AIs in immersive learning contexts. It outlines practical implications for designing learning environments where AIs are surrounded by external digital services, can interpret a narrative of origins, changes, and structural developments in data, and dynamically respond, making operational and tac-tical decisions that shape human-AI collaboration. Finally, this work suggests how these insights might influence the future of AI training, proposing that immersive learning theory can inform the development of AIs capable of evolving beyond static models. This paper paves the way for understanding AI as an immersive learner and participant in evolving human-AI cognitive ecosystems.
- Learning analytics framework applied to training context: a systematic literature reviewPublication . Dias, João; Santos, ArnaldoCurrently, business organizations are struggling with the increasing demand for learning needs to address their knowledge gaps. They must have a structure that can reach all employees in terms of training and extract all the important data which is collected by Learning Management Systems during the instruction or learning process. This data will be of extreme importance for better business decisions. In this paper, it is presented a Systematic Literature Review with their respective phases duly explained and framed in the topic. It allowed us to understand the benefits, challenges, enablers, and inhibitors of the deployment and usage of a specified Teaching- Learning Analytics Framework. Finally, it is concluded, that the development of a reference model, could fulfill this gap in knowledge and help business organizations to allocate resources better and improve the decision-making process as well as an instructional and learning process. To achieve the final goal of this research, future work about the development of a Survey Research methodology will be started to fulfill this gap of knowledge.
- Managing learning in environments where students move: a panorama of problems and contributionsPublication . Lima, Claudio Cleverson de; Schlemmer, Eliane; Morgado, LeonelEducational activities where students do not stay at a fixed, predetermined location, has been growing in research output. The pedagogies and processes for these environments where students move are typically less documented than those of traditional classrooms. We have surveyed the areas of problems addressed by the literature on the field, and the areas of its contributions, to build a panorama of the research foci for managing learning in environments where students move. This was done by means of an exploratory literature review, followed by thematic analysis and triangulation. We established that research focuses on problems and contributions dealing with the design, creation, and deployment of these learning activities, and to a lesser degree, on problems and contributions dealing with the potential of use of technology. However, there is a lack of research focusing on other areas relevant to more widespread implementation across the educational system, namely structural, logistic, and assessment problems and contributions. This points towards a need to develop research in these areas, in order to contribute to more grounded and successful efforts to implement learning activities in environments where students move.
- Participatory design as a co-creation methodology for health literacy games: the case of the TRIO projectPublication . van Zeller, Maria; Morgado, Leonel; Peçaibes, VivianeThe co-creation of games is a research area that has shown very promising results in identifying technological requirements. It is an approach where the researcher usually adopts the role of a participant observer, guiding the dynamics of co-creation acts. This situation limits the opportunities for replicability of co-creation methods by independent facilitators, which could elucidate the quality and improvement opportunities of these methods, contributing to their more widespread application. In this paper, we present a methodology that aims to overcome this limitation, allowing the replication of co-creation workshops by different independent facilitators. This methodology was conceived in the context of collecting relevant information for the design of an educational digital platform that intends to use gamified resources for adult education in digital health data literacy. Specifically, co-creation workshops were used to gain an overview of the difficulties of different age groups in this area and their perspective on which games would best address these difficulties. The workshops were conducted in five countries with planning oriented so that each country could have a different facilitator, not requiring the presence of the researcher who designed them. The challenge of this planning was to maintain the approach of the facilitators identical in all countries, as best one could. We present here the method adopted through its planning and materials designed for information collection, which included brainstorming using card sorting and game ideation with the use of templates. The analysis of replicability by independent facilitators was done by scrutinizing the produced elements, which allowed us to observe the aspects of coherence and divergence among the various facilitators. Thus, we conclude that this approach is a good starting point to overcome current limitations and identify possible lines of improvement.
- Personalization of content selection in an enterprise LMSPublication . Aplugi, Glória; Santos, ArnaldoGames with purposes beyond entertainment, the so-called serious games, have been useful tools in professional training, especially in engaging participants. However, their evaluation and, also, their adaptable characteristics to different scenarios, audiences and contexts remain challenges. This paper examines the application of serious games in professional training, their results and adaptable ways to achieve certain goals. Using the Design Science Research (DSR) methodology, a framework was built to develop and evaluate serious games to improve user experience, learning outcomes, knowledge transfer to work situations, and the application of the skills practised in the game in real professional settings. At this stage, the investigation presents a framework regarding the triangulation of data collected from a systematic literature review, focus groups and interviews. Following the DSR methodology, the next steps of this investigation, listed at the end of the paper, are the demonstration of the framework in serious game development and the evaluation and validation of this artefact.
- Uma proposta para apoiar a autorreflexão das aprendizagens em contexto on-linePublication . Cravino, José Paulo Cerdeira Cleto; Pedrosa, Daniela; Morgado, Leonel; Castelhano, Maria; Curado, ElianaCom o objetivo de ajudar os alunos a superarem as dificuldades de aprendizagem na transição da programação básica para a programação avançada de computadores, desenvolvemos a primeira iteração de adaptação da abordagem SimProgramming para o contexto de e-learning (e-SimProgramming). Um dos ajustes ocorreu ao nível da adaptação das reflexões quinzenais para o contexto de e-learning com recurso à ferramenta Google Forms. As reflexões quinzenais consistem num instrumento que permite aos alunos fazerem uma autorreflexão das suas estratégias de autorregulação das aprendizagens, em torno de três questões centrais. Realizamos uma análise descritiva da evolução da entrega de um total de 83 reflexões quinzenais ao longo do semestre, para identificar a regularidade de entrega das reflexões quinzenais e a sua relação com o sucesso obtido pelos alunos. Discutimos ainda as razões para as quebras de regularidade identificadas e as suas implicações no desempenho dos alunos.