scholarly journals Introduction to the Special Issue on Advanced Technologies in Assessment: A Science-Practice Concern

2020 ◽  
Vol 6 (1) ◽  
Author(s):  
Cornelius König ◽  
Andrew Demetriou ◽  
Philipp Glock ◽  
Annemarie Hiemstra ◽  
Dragos Iliescu ◽  
...  

This article is based on conversations from the project “Big Data in Psychological Assessment” (BDPA) funded by the European Union, which was initiated because of the advances in data science and artificial intelligence that offer tremendous opportunities for personnel assessment practice in handling and interpreting this kind of data. We argue that psychologists and computer scientists can benefit from interdisciplinary collaboration. This article aims to inform psychologists who are interested in working with computer scientists about the potentials of interdisciplinary collaboration, as well as the challenges such as differing terminologies, foci of interest, data quality standards, approaches to data analyses, and diverging publication practices. Finally, we provide recommendations preparing psychologists who want to engage in collaborations with computer scientists. We argue that psychologists should proactively approach computer scientists, learn computer scientific fundamentals, appreciate that research interests are likely to converge, and prepare novice psychologists for a data-oriented scientific future.

2020 ◽  
Vol 21 (26) ◽  
Author(s):  
Mikko Tolonen ◽  
Eetu Mäkelä ◽  
Jani Marjanen ◽  
Tuuli Tahko

Digihumanitaaria-alane haridus peaks keskenduma selgelt määratletud allvaldkondadele, mis on mõttekad kohalikus kontekstis. Otsustasime Helsinki ülikoolis pöörata peatähelepanu interdistsiplinaarse digihumanitaaria valdkonnale. Käesolevas artiklis näitame, et digihumanitaaria-alaste uuringute edukaks läbiviimiseks on oluline interdistsiplinaarsus, ning väidame, et seda on digihumanitaarharidusse kõige parem liita humanitaarteaduslikel ühisuuringutel põhineva projektipõhise õppe kaudu.   Digital Humanities can be regarded as a complex landscape of partially overlapping and variously connected domains, including e.g. computational humanities, multimodal cultural heritage and digital cultural studies and cultural analytics (Svensson 2010). Yet, as a precondition for setting up an educational programme within an academic institution, one needs to be able to delineate the discipline being taught (Sinclair and Gouglas 2002, 168) in terms of a coherent academic identity, interrelations between courses, and skills that graduates will attain. Therefore any locally situated educational enterprise needs to focus on those areas of DH that can be reasonably tied to research conducted at the hosting institution. At the University of Helsinki, we have put particular effort into defining our educational profile in interdisciplinary computational humanities, taught both as a minor studies module (30 ECTS) and an MA track (120 ECTS). Because of the complexities of humanities data and the lack of standard protocols for dealing with it, it is very difficult for a humanities scholar to apply computational and statistical methods in a trustworthy manner without specialist help. At the same time, neither can computer scientists, statisticians or physicists answer humanities questions on their own, even if they understand the algorithms. Our solution to this problem is to argue that computational humanities research, and as a consequence also digital humanities education, should be fundamentally interdisciplinary endeavours, where statisticians, computer scientists and scholars in the humanities work together to develop, test and apply the methodology to solve humanities questions. Our version of computational humanities thus exists precisely and solely at the intersection of humanities and computer science rather than as separate from either of them. Consequently, people participating in this field should primarily anchor their academic profile to one of the parent disciplines instead of trying to find an identity purely in the middle. This is reflected in our educational approach. We provide students in the humanities with instruction on how to use ready-made tools, workflows or applied programming, granting them a general digital competency and agency, but our focus is on developing a broader literacy regarding data and computational methods. By learning to contextualize their skills within the field of computational humanities as a whole, the humanities students also learn to assess where their personal boundaries lie, and where an interdisciplinary collaboration is required instead. In this context, their computational literacy also helps them converse with the methodological experts coming to the field from computer science. In this interdisciplinary setting, we take a project-based approach to learning, tying teaching to actual research projects being conducted at the faculty. This approach both harnesses the varying competencies of our students and provides an excellent basis for learning interdisciplinary collaboration (Bell 2010). The culmination of our project courses is the Digital Humanities Hackathon, a multidisciplinary collaboration between the University of Helsinki digital humanities programme and the data science programmes at the Department of Computer Science and Aalto University. For researchers and students from computer and data sciences, the Hackathon is an opportunity to test their abstract knowledge against complex real-life problems; for people from the humanities and social sciences, it shows what is possible to achieve with such collaboration. For both, the Hackathon gives the experience of working with people from different backgrounds as part of an interdisciplinary team and simulates group work in such professional settings as the students may find themselves in after graduation, acculturating them to work outside academia (cf. Rockwell and Sinclair 2012). Our conception of computational humanities as intrinsically collaborative and interdisciplinary is based on the realisation that the traditional, single-author research culture of the humanities is a hindrance to successfully integrating computational approaches into humanities research. We feel that our formulation of the field has the power to contribute to the renewal of research culture and education within the humanities in general, adding value to traditional disciplinary curricula, as well as equipping students with skills relevant in the workplace.


2017 ◽  
Author(s):  
Rafael Alejandro Calvo ◽  
Karthik Dinakar ◽  
Rosalind Picard ◽  
Helen Christensen ◽  
John Torous

UNSTRUCTURED We describe an initiative to bring mental health researchers, computer scientists, human-computer interaction researchers, and other communities together to address the challenges of the global mental ill health epidemic. Two face-to-face events and one special issue of the Journal of Medical Internet Research were organized. The works presented in these events and publication reflect key state-of-the-art research in this interdisciplinary collaboration. We summarize the special issue articles and contextualize them to present a picture of the most recent research. In addition, we describe a series of collaborative activities held during the second symposium and where the community identified 5 challenges and their possible solutions.


2020 ◽  
Vol 10 (23) ◽  
pp. 8497
Author(s):  
Ricardo Colomo-Palacios ◽  
Juan A. Gómez-Pulido ◽  
Alfredo J. Pérez

Health services can be improved by means of intelligent techniques that handle efficiently massive volumes of data collected from biomedical variables. Nowadays, these services are not only oriented to disease diagnosis and prevention, but wellness too. Advanced technologies and last trends in computing, internet of things, sensors, and data science are driving the development of new systems and applications in the area of intelligent health services based on biomedical smart sensors that deserve to be known. Through five research articles and a review, this Special Issue provides the opportunity to obtain a representative view of the potential of these technologies when applied to such a human welfare-oriented area.


2018 ◽  
Vol 52 (2) ◽  
pp. 127-139
Author(s):  
Ján Ferjenčík

AbstractIntroduction:Psychological assessment of Roma children belongs to the most controversial topics in recent theory and practice of school psychology in Slovakia. The paper discusses the problem from the three main aspects.Discussion:The first of them raises into question the usability of “general intelligence” construct in the assessment practice. It is shown that from the psychometric point of view it is improper to represent couple of qualitatively different attributes by sole number. Moreover, intelligence as a construct refers to general mental achievement of child here and now but it says nothing about the causes and reasons of the achievement.The second part is devoted to the problem of test adaptation. The author draws attention to the fact that Roma people are the minority with own characteristics, including language, style of life, customs and values. Due to this, it is necessary to use in the psychological assessment solely well adapted psychological tests with special norms for Roma children.The third topic discusses the position of psychologists in decision-making with regard to the type of education of a particular child.Limitations:Because education is realized in a broad social context (policy, social attitudes and expectations, material and financial conditions, teaching expertise, etc.), many of these factors are out of psychologists´ direct control and competencies. Due to this, the primary task in the psychological assessment of Roma pupils should not be based on the question about the advisability of their special education. Instead of this, the psychologist should be concerned more on the proper description and explanation of children’s psychological functioning and, following this, on formulating individual and particular recommendations how and what cognitive, emotional or motivational elements it is necessary to develop at school.


2021 ◽  
Vol 58 (2) ◽  
pp. 133-149
Author(s):  
Emmanuel Brunet-Jailly

This special issue of International Studies focuses on ‘how the British-exit is impacting the European Union’. This introduction is a review of the context, costs and institutional repercussions, as well as the very recent the UK/European Union trade deal and implications for customs borders. Eight articles then detail consequences for European Union policies and important trading relationships: Immigration, Citizenship, Gender, Northern Ireland, Trade and impacts on India, Canada and Japan.


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