Using Data Expedition as a Formative Assessment Tool in Data Science Education: Reasoning, Justification, and Evaluation
The paper addresses the questions of data science education of current importance. It aims to introduce and justify the framework that allows flexibly evaluate the processes of a data expedition and a digital media created during it. For these purposes, the authors explore features of digital media artefacts which are specific to data expeditions and are essential to accurate evaluation. The rubrics as a power but hardly formalizable evaluation method in application to digital media artefacts are also discussed. Moreover, the paper documents the experience of rubrics creation according to the suggested framework. The rubrics were successfully adopted to two data-driven journalism courses. The authors also formulate recommendations on data expedition evaluation which should take into consideration structural features of a data expedition, distinctive features of digital media, etc.
Bridging the gap between higher education research and policy making was always a challenge, but the recent calls for more evidence-based policies have opened a window of unprecedented opportunity for researchers to bring more contributions to shaping the future of the European Higher Education Area (EHEA). Encouraged by the success of the 2011 first edition, Romania and Armenia have organised a 2nd edition of the Future of Higher Education – Bologna Process Researchers’ Conference (FOHE-BPRC) in November 2014, with the support of the Italian Presidency of the European Union and as part of the official EHEA agenda. Reuniting over 170 researchers from more than 30 countries, the event was a forum to debate the trends and challenges faced by higher education today and look at the future of European cooperation in higher education. The research volumes offer unique insights regarding the state of affairs of European higher education and research, as well as forward-looking policy proposals. More than 50 articles focus on essential themes in higher education: Internationalization of higher education; Financing and governance; Excellence and the diversification of missions; Teaching, learning and student engagement; Equity and the social dimension of higher education; Education, research and innovation; Quality assurance, The impacts of the Bologna Process on the EHEA and beyond and Evidence-based policies in higher education.
The paper represents the way in which mind mapping operates for teaching process. It also demonstrates the application of formative assessment in mind mapping adopting for teaching and learning. Formative assessment is designed as a mixed methods research. It includes participant observation, questionnaire, and classroom discussions on students’ mind maps. Assessment feedback is considered as an important phase of new teaching method’s adoption for a master program. The paper contributes to the current literature by shifting the focus from students’ academic achievements to process of the method’s adoption; by discussing formative assessment approach to mind mapping. The results show costs and benefits of mind mapping for students and support appropriateness of formative assessment for mind mapping adoption. The ways to improve mind mapping process in the current context and directions for future research are discussed.
The paper discusses the development of the organizational practices in a Russian university under the influence of the environment. In the latter, the key factors are legislation and regulations of the Ministry of education and science. This influence is ambiguous and varies in different aspects, so to understand combined effect one needs detailed analysis using purposebuilt tools. The paper introduces such tool based on ideas of business model canvas by Alexander Osterwalder and Yves Pigneur and organizational design theory by Henry Mintzberg. This instrument makes it possible to conduct a system analysis of the organizational design of the university, the integrity of this design and its fit to the environmental conditions. In particular, this analysis shows, how the system of restrictions and stimuli, created by the Ministry of education and science leads to the degradation of education quality in a classic university
The article describes ways of using formative assessment in competence-based education to increase students' motivation for learning.
The main reason the so-called "crisis of education" covers not only the rap-id changes in the system of knowledge and technology, but also the changes in the labor market, the prevalence of atypical employment. As a result, the univer-sity, by definition, can not train a specialist, fully satisfying the requirements of the employer. For example, the direction of "Advertising and public relations" proposes measures to resolve the existing contradictions.
In this paper, we discuss the methods of endowment management existing in the world and their applicability to the Russian university system. The endowment spending research focuses on the following issues: reinvesting endowment income; identifying the size of expendable endowment income; using the endowment body, not onlyincome; choosing endowment spending policy, rule and rate endowments, etc. We provide an overview of endowment fund financial indicators and endowment spending allocationin Russia. Based on the example of the HSE Endowment Fund, we analyze the use of endowment spending rulesand model of financial indicators for 2008–2014. The University’s Endowment Fund endowment spending policies implement the preservation principle, which may be reasonable in a stable economy. However, the viability of the principle is questionable in the crisis, the more so since the endowment is mostly in rubles. Using net asset valuation methods, the HSE Endowment Fund could provide equity betweengenerations with annual distribution of income in favor of the next and current generations.
Event logs collected by modern information and technical systems usually contain enough data for automated process models discovery. A variety of algorithms was developed for process models discovery, conformance checking, log to model alignment, comparison of process models, etc., nevertheless a quick analysis of ad-hoc selected parts of a journal still have not get a full-fledged implementation. This paper describes an ROLAP-based method of multidimensional event logs storage for process mining. The result of the analysis of the journal is visualized as directed graph representing the union of all possible event sequences, ranked by their occurrence probability. Our implementation allows the analyst to discover process models for sublogs defined by ad-hoc selection of criteria and value of occurrence probability