Nous introduisons la configuration de la "Classification Incrémentale Implicitement Raffinée / Incremental Implicitly-Refined Classification (IIRC)", une extension de la configuration de l'apprentissage incrémental des classes où les lots de classes entrants possèdent deux niveaux de granularité, c'est-à-dire que chaque échantillon peut avoir une étiquette (label) de haut niveau (brute), comme "ours”, et une étiquette de bas niveau (plus fine), comme "ours polaire". Une seule étiquette (label) est fournie à la fois, et le modèle doit trouver l’autre étiquette s’il l’a déjà apprise. Cette configuration est plus conforme aux scénarios de la vie réelle, où un apprenant aura tendance à interagir avec la même famille d’entités plusieurs fois, découvrant ainsi encore plus de granularité à leur sujet, tout en essayant de ne pas oublier les connaissances acquises précédemment. De plus, cette configuration permet d’évaluer les modèles pour certains défis importants liés à l’apprentissage tout au long de la vie (lifelong learning) qui ne peuvent pas être facilement abordés dans les configurations existantes. Ces défis peuvent être motivés par l’exemple suivant: “si un modèle a été entraîné sur la classe ours dans une tâche et sur ours polaire dans une autre tâche; oubliera-t-il le concept d’ours, déduira-t-il à juste titre qu’un ours polaire est également un ours ? et associera-t-il à tort l’étiquette d’ours polaire à d’autres races d’ours ?” Nous développons un benchmark qui permet d’évaluer les modèles sur la configuration de l’IIRC. Nous évaluons plusieurs algorithmes d’apprentissage ”tout au long de la vie” (lifelong learning) de l’état de l’art. Par exemple, les méthodes basées sur la distillation sont relativement performantes mais ont tendance à prédire de manière incorrecte un trop grand nombre d’étiquettes par image. Nous espérons que la configuration proposée, ainsi que le benchmark, fourniront un cadre de problème significatif aux praticiens. / We introduce the "Incremental Implicitly-Refined Classification (IIRC)" setup, an extension to the class incremental learning setup where the incoming batches of classes have two granularity levels. i.e., each sample could have a high-level (coarse) label like "bear" and a low-level (fine) label like "polar bear". Only one label is provided at a time, and the model has to figure out the other label if it has already learned it. This setup is more aligned with real-life scenarios, where a learner usually interacts with the same family of entities multiple times, discovers more granularity about them, while still trying not to forget previous knowledge. Moreover, this setup enables evaluating models for some important lifelong learning challenges that cannot be easily addressed under the existing setups. These challenges can be motivated by the example "if a model was trained on the class bear in one task and on polar bear in another task, will it forget the concept of bear, will it rightfully infer that a polar bear is still a bear? and will it wrongfully associate the label of polar bear to other breeds of bear?". We develop a standardized benchmark that enables evaluating models on the IIRC setup. We evaluate several state-of-the-art lifelong learning algorithms and highlight their strengths and limitations. For example, distillation-based methods perform relatively well but are prone to incorrectly predicting too many labels per image. We hope that the proposed setup, along with the benchmark, would provide a meaningful problem setting to the practitioners.

1 ABSTRACT The work deals in general with the acquisition and keeping of the necessary knowledge and skills needed for work in an industrial company with a high degree of automation of production operations. Attention is focused mainly on the issue of the entry level acquired at school and subsequently personnel development in lifelong learning. At the same time, the issue of determining career paths and competence matrices, on which the need for educational measures is based, is also taken into account. KEYWORDS Adult education, qualifications, andragogy, human capital, human resources management, corporate education, lifelong learning, employee development.

No description available.

Blockchain technology has gained ground as a method of independently and securely verifying transaction receipts of educational credentials so they can connect directly to individual digital wallets. Challenges in this transformation include the risk of dilution of value in existing credentials and the risk of duplicating structures. Internationally, several studies and pilots are ongoing. The EU is currently actively working to promote the development of digital micro-credentials with both initiatives and standards recommendations. Nationally in Sweden, government initiatives aim to bring the entire national digital infrastructure together to improve support for lifelong professional learning. Industrial stakeholders, academic education and vocational educational organizations are documented having partly overlapping, partly different needs and requirements. The purpose of this master’s thesis research is to describe the potential use of a blockchain-based ICT system for digital micro-credentials in vocational education, and what would be the desired characteristics of providing such a system from the perspective of stakeholder decision-makers on the governmental, commercial, and educational level. For this, interpretive qualitative research has been conducted. The data was collected through documents review of governmental and policy documents from the EU and Sweden, and individual interviews with seven participants among key stakeholder organizations (vocational institutions, commercial organizations, and government agencies representatives). The collected data was analyzed thematically. The analysis of the collected data was thematically structured into five themes and discussed in the context of the research aim and research question, using the proposed theoretical framework, including structuration theory.  Findings showed that challenges on the macro-level perspective dominated the potential uses and desired characteristics, explicitly the need for a solution that can bridge the gap between industry needs and formal education. The need for a technical solution that can create interoperability between different forms of micro-credentials and credentials was highlighted. A solution with the individual in focus would be a major shift that could improve individuals’ potential to plan careers, enable employers to improve recruitment processes, and strengthen the Swedish government actors in skills and educational planning on the national and regional level. The key to these uses would be the ability to build trust between parties and connect such a technological solution to existing structures such as the European Qualification Framework’s Swedish implementation (SeQF). The research contributes theoretically by adding to the rather limited research on blockchain use for micro-credentials in education, and practically by presenting the context and landscape of the Swedish system of vocational education and training in relation to the potential use of digital micro-credentials.

This case study research aimed to explore, understand, and compare the experiences of individuals participating in a heterogeneous adult community drama class in Central Sweden. Drawing from classical pragmatism and employing a conceptual framework rooted in sociocultural theory, the study utilized semi-structured interviews, open-questionnaire responses, and participant observations to collect data which was analyzed through reflexive thematic analysis. Key findings indicated that participants generally viewed their engagement in the class positively while also recognizing the challenges and complexities of working within a mixed-language level group. As such, participants identified diverse motivations and preferences which informed their expectations and impressions of participation. As well, Swedish L2 learners of various levels and Swedish L1 speakers identified distinct challenges and opportunities in relation to learning and navigating language within the class context. Despite identified challenges, the high degree of group diversity emerged as a centrally important and beneficial feature of participation by facilitating opportunities to learn and assist one another in a supportive community environment through mediation. Subsequently this paper offers recommendations for transferable contexts to mitigate language-related challenges based on participant accounts and observations. Moreover, this study seeks to contribute to the fields of comparative education and applied drama through its focus on exploring and examining possibilities and consequences of heterogenous group learning among adults and in a community drama class. Consequently, the results of the study may be useful in adult education settings, applied drama contexts, and among policymakers interested in exploring participatory learning approaches, particularly in relation to supporting migrant individuals and migrant integration.

This diploma thesis deals with the development of interest-based adult education in the Czech lands since the end of Second World War until now. The aim is to provide a view on the development of the functions, aims and content of interest-based adult education based on the study of historical documents. Historical and political context is mentioned. Chosen strategic and legislative documents, which influenced the development of interest-based adult education, are analysed in detail. Both the specifics and the institutional support of interest- based adult education in each epoch are described. Key words: interest-based adult education, public awareness, out-of-school adult education, lifelong learning, Decree of the President of the Republic on Public Awareness, Law on Public Awareness, National Programme for the Development of Education in the Czech Republic, The Strategy of Lifelong Learning in the CR

Accounting transactions are becoming more complex, and more extensive accounting guidance is provided on a continuous basis in the accounting standards. In addition, accounting guidance changes often and additional guidance is added to the standards regularly. In view of this immense amount of accounting knowledge that an accountant can be expected to have, exacerbated by often multifaceted structures in accounting problems, it can be challenging and onerous to solve certain accounting problems. The premise of this study is that accounting problems can also be solved in a less complex manner with reference to the foundational accounting concepts included in the Conceptual Framework for Financial Reporting (CF). The solution to the accounting problem using the CF should result in a similar answer had the detailed, complex accounting guidance been consulted. This is based on the understanding that the detailed guidance is consistent with the CF and that the CF is not underdeveloped. In the experience of the author of this dissertation, however, the CF is rarely used to consider the accounting treatment of specific transactions and the first point of reference is usually the detailed, specific guidance. In order to impart a practice of incorporating the CF in problem-solving, the study in this dissertation is underpinned by educational philosophies rooted mainly in constructivism, and specifically in Ausubel’s subsumption theory. Applied to accounting education, this theory suggests a frameworkbased approach whereby educators first instil a detailed knowledge of the CF in an Accounting course and thereafter present details of specific accounting transactions by building and crossreferencing to the foundational concepts in the CF. In addition, the paradigm in Accounting courses should also incorporate problems and experiments through which students can construct their own knowledge, rather than being passive recipients of an educator’s teaching style. Recent literature on framework-based teaching suggests that such an approach is beneficial as it enhances lifelong learning. This study reported on a framework-based approach incorporated in an Accounting course and aimed to determine students’ ability to solve complex accounting problems by referring only to the CF, as well as to determine the factors that could influence their ability to solve the problems and the preferred problem-solving approach of students in facing future accounting problems. In order to address the broad aim of this study, it was divided into two sections, each to identify and analyse a different aspect of accounting problem-solving that incorporated the CF. The study in this dissertation focused mainly on an interpretive research paradigm. The first project had the primary objective of determining whether students have the ability to solve complex accounting problems by using only the CF and determining which factors could influence their ability. This was established by analysing the content and results of an assignment administered to third-year Accounting students at a South African university in which students were required to solve problems using only the CF. The second project had the objective of determining the preferred future approach students will take in solving accounting problems after they have been exposed to a framework-based assignment. This was established through qualitative measures and augmented by a questionnaire to analyse the students’ perceptions. The contributions of this dissertation are manifold and include, but are not limited to, the realisation that a conceptual approach to accounting education is beneficial in Accounting courses. The results in this study indicate that the ability of students to solve complex accounting problems by referring only to the CF may depend on the complexity of the scenario and the students’ familiarity with the problem. In addition, after being exposed to a framework-based assignment, students may tend to prefer a mixed approach in solving accounting problems, which entails a combination of the concepts in the CF and specific accounting guidance governing a particular transaction. The author also believes that this study makes a practical contribution by providing an actual framework-based assignment which can be used or adapted by other Accounting educators to use in similar courses, or to help them develop similar assignments or case studies or to replicate the study. From an educational perspective, it is recommended that Accounting educators incorporate an emphasis on the CF in their teaching approach. As students are exposed to opportunities to exercise their judgement using the concepts included in the CF, they will gain experience in this and be able to exercise better judgement in future. Each time a student is exposed to a problem requiring to be solved using the CF, or is required to make necessary judgements with regard to the CF, it will lead to the creation of new knowledge which the student can constantly link and cross-reference to existing knowledge and experiences. It also appears that, when students are exposed to problem-solving using the CF, it may lead to accountants adopting a more balanced approach by considering more CF constructs in solving future accounting problems. Although the study in this dissertation was conducted at only one university, its implications are by no means limited to this institution. Extrapolation of results cannot be attempted due to the nature of the research design, but the results in this study are valuable and enhance accounting education literature in better understanding students’ problem-solving abilities and their preferred problemsolving approach. The research is therefore valuable to any Accounting educator, as well as the institutional bodies guiding accounting education and its syllabi. It is hoped also that some of the findings will inspire other educational institutions to promote a framework-based approach in an innovative manner. / MCom (Accountancy), North-West University, Potchefstroom Campus, 2015

Accounting transactions are becoming more complex, and more extensive accounting guidance is provided on a continuous basis in the accounting standards. In addition, accounting guidance changes often and additional guidance is added to the standards regularly. In view of this immense amount of accounting knowledge that an accountant can be expected to have, exacerbated by often multifaceted structures in accounting problems, it can be challenging and onerous to solve certain accounting problems. The premise of this study is that accounting problems can also be solved in a less complex manner with reference to the foundational accounting concepts included in the Conceptual Framework for Financial Reporting (CF). The solution to the accounting problem using the CF should result in a similar answer had the detailed, complex accounting guidance been consulted. This is based on the understanding that the detailed guidance is consistent with the CF and that the CF is not underdeveloped. In the experience of the author of this dissertation, however, the CF is rarely used to consider the accounting treatment of specific transactions and the first point of reference is usually the detailed, specific guidance. In order to impart a practice of incorporating the CF in problem-solving, the study in this dissertation is underpinned by educational philosophies rooted mainly in constructivism, and specifically in Ausubel’s subsumption theory. Applied to accounting education, this theory suggests a frameworkbased approach whereby educators first instil a detailed knowledge of the CF in an Accounting course and thereafter present details of specific accounting transactions by building and crossreferencing to the foundational concepts in the CF. In addition, the paradigm in Accounting courses should also incorporate problems and experiments through which students can construct their own knowledge, rather than being passive recipients of an educator’s teaching style. Recent literature on framework-based teaching suggests that such an approach is beneficial as it enhances lifelong learning. This study reported on a framework-based approach incorporated in an Accounting course and aimed to determine students’ ability to solve complex accounting problems by referring only to the CF, as well as to determine the factors that could influence their ability to solve the problems and the preferred problem-solving approach of students in facing future accounting problems. In order to address the broad aim of this study, it was divided into two sections, each to identify and analyse a different aspect of accounting problem-solving that incorporated the CF. The study in this dissertation focused mainly on an interpretive research paradigm. The first project had the primary objective of determining whether students have the ability to solve complex accounting problems by using only the CF and determining which factors could influence their ability. This was established by analysing the content and results of an assignment administered to third-year Accounting students at a South African university in which students were required to solve problems using only the CF. The second project had the objective of determining the preferred future approach students will take in solving accounting problems after they have been exposed to a framework-based assignment. This was established through qualitative measures and augmented by a questionnaire to analyse the students’ perceptions. The contributions of this dissertation are manifold and include, but are not limited to, the realisation that a conceptual approach to accounting education is beneficial in Accounting courses. The results in this study indicate that the ability of students to solve complex accounting problems by referring only to the CF may depend on the complexity of the scenario and the students’ familiarity with the problem. In addition, after being exposed to a framework-based assignment, students may tend to prefer a mixed approach in solving accounting problems, which entails a combination of the concepts in the CF and specific accounting guidance governing a particular transaction. The author also believes that this study makes a practical contribution by providing an actual framework-based assignment which can be used or adapted by other Accounting educators to use in similar courses, or to help them develop similar assignments or case studies or to replicate the study. From an educational perspective, it is recommended that Accounting educators incorporate an emphasis on the CF in their teaching approach. As students are exposed to opportunities to exercise their judgement using the concepts included in the CF, they will gain experience in this and be able to exercise better judgement in future. Each time a student is exposed to a problem requiring to be solved using the CF, or is required to make necessary judgements with regard to the CF, it will lead to the creation of new knowledge which the student can constantly link and cross-reference to existing knowledge and experiences. It also appears that, when students are exposed to problem-solving using the CF, it may lead to accountants adopting a more balanced approach by considering more CF constructs in solving future accounting problems. Although the study in this dissertation was conducted at only one university, its implications are by no means limited to this institution. Extrapolation of results cannot be attempted due to the nature of the research design, but the results in this study are valuable and enhance accounting education literature in better understanding students’ problem-solving abilities and their preferred problemsolving approach. The research is therefore valuable to any Accounting educator, as well as the institutional bodies guiding accounting education and its syllabi. It is hoped also that some of the findings will inspire other educational institutions to promote a framework-based approach in an innovative manner. / MCom (Accountancy), North-West University, Potchefstroom Campus, 2015

During the past thirty years several models for lifelong education after retirement have been developed worldwide, one of them being the University of the Third Age (U3A). This study explored the contributions of the U3A to the educational needs of older adults and evaluated the benefits they perceived from their participation in U3A by means of a literature study and an empirical investigation. The latter used a survey to explore the experiences of U3A members of two U 3As and presidents of 68 U3As in Victoria, Australia by means of two different questionnaires. As only 1.47 percent of the over-55 population of Victoria are U3A members, the survey also investigated barriers to U3A participation in general and with special reference to the male population. The findings indicated that member respondents were very satisfied with their U3A experiences which had made substantial differences in their lives. Both male and female respondents saw personal, mental, social, and physical improvement as a result of U3A participation. The majority indicated that participation had improved their intellectual development. Significant differences in the perceptions of male and female participants emerged: female members outnumbered males by three to one. Both the presidents and the members expressed some programmatic concerns, primarily obtaining tutors and classroom availability. The subject areas covered by courses presented were extensive. There was a difference in the subjects desired by males and female respondents; very few courses are offered in science and economics. Some barriers to participation identified are a lack of awareness of U3A, the stereotypical attitudinal barrier of `I am too old' and negative past educational experiences. Moreover, U3As should increase marketing endeavours. Although most U3As advertise, almost a third of the respondents indicated that they would have joined earlier if aware of U3As. A contributing factor appears to be a virtual lack of research and information provided in educational academic journals and other media about lifelong education after retirement. Based on the findings, recommendations were made for future research and for improved practice in the U3A environment as a means to enhance the quality of life for older adults. / Educational Studies / D.Ed. (Comparative Education)

This research is predicated in the firm conviction that the quality of education is dependent upon the quality of teachers. Teachers as the bedrock of education must participate actively and conscientiously in their intellectual growth through various forms of INSET discussed in the research. From an international comparative perspective DE as a strategy of INSET is deemed as the most functional, if not prudent and efficacious educational experience for the upgrading and improvement of the qualifications of teachers. In this research the origin of DE in terms of its antecedents and evolution, the raison d'etre and the advantages and limitations of DE are adumbrated in order to focus on the complexity and diversity of DE. As part of the conceptual and theoretical framework various terms used synonymously with DE are considered. A syntagma of principles providing a utilitarian and pragmatic connotation for DE is then postulated. Selected theories relevant to DE provide the synthesis for theoretical perspectives. The typology of DE institutions comprising autonomous, dedicated providers of DE and those that are mixed or hybrid or dual mode systems is analyzed. In koeping with the theme of educational borrowing fundamental to comparative education studies provision of DE by the UKOU and AU for developed countries, IGNOU and the ZINTEC model for developing countries is discussed. National examples are UNISA, Vista University and SACTE. The provincial institutions discussed are the former SCE, NCE, UCFE and the newly formed SACOL. General and specific recommendations for the provision of DE programmes for the upgrading and improvement of the qualifications of teachers in the Province of KwaZulu-Natal are adumbrated. By way of conclusion, it is iterated that the provision of DE for the upgrading and improvement of the qualifications of teachers is irrefragably xxvii the quintessential factor in the new generation of teacher education and a pivotal element for INSET. / Educational Studies / D. Ed. (Comparative Education)