Towards Evidence-Based Academic Advising Using Learning Analytics
Gavriushenko, M., Saarela, M., & Kärkkäinen, T. (2018). Towards Evidence-Based Academic Advising Using Learning Analytics. In P. Escudeiro, G. Costagliola, S. Zvacek, J. Uhomoibhi, & B. M. McLaren (Eds.), Computers Supported Education : 9th International Conference, CSEDU 2017, Porto, Portugal, April 21-23, 2017, Revised Selected Papers (pp. 44-65). Springer. Communications in Computer and Information Science, 865. https://doi.org/10.1007/978-3-319-94640-5_3
Julkaistu sarjassa
Communications in Computer and Information ScienceToimittajat
Päivämäärä
2018Tekijänoikeudet
© Springer International Publishing AG, part of Springer Nature 2018
Academic advising is a process between the advisee, adviser
and the academic institution which provides the degree requirements and
courses contained in it. Content-wise planning and management of the
student’ study path, guidance on studies and academic career support
is the main joint activity of advising. The purpose of this article is to
propose the use of learning analytics methods, more precisely robust
clustering, for creation of groups of actual study profiles of students. This
allows academic advisers to provide evidence-based information on the
study paths that have actually happened similarly to individual students.
Moreover, academic institutions can focus on management and updates
of course schedule having an effect of clearly characterized and recognized
group of students. Using this approach a model of automated academic
advising process, which can determine the study profiles, is presented.
The presented model shows the whole automated process, where the
learners will be profiled regularly, and where the proper study path will
be suggested.
...
Julkaisija
SpringerEmojulkaisun ISBN
978-3-319-94639-9Konferenssi
International Conference on Computer Supported EducationKuuluu julkaisuun
Computers Supported Education : 9th International Conference, CSEDU 2017, Porto, Portugal, April 21-23, 2017, Revised Selected PapersISSN Hae Julkaisufoorumista
1865-0929Asiasanat
Julkaisu tutkimustietojärjestelmässä
https://converis.jyu.fi/converis/portal/detail/Publication/28186890
Metadata
Näytä kaikki kuvailutiedotKokoelmat
Lisenssi
Samankaltainen aineisto
Näytetään aineistoja, joilla on samankaltainen nimeke tai asiasanat.
-
Supporting Institutional Awareness and Academic Advising using Clustered Study Profiles
Gavriushenko, Mariia; Saarela, Mirka; Kärkkäinen, Tommi (SCITEPRESS Science And Technology Publications, 2017)The purpose of academic advising is to help students with developing educational plans that support their academic career and personal goals, and to provide information and guidance on studies. Planning and management of ... -
Students at the core of English-medium instruction : research on the study paths of international master's degree students and the role of academic English and literacies
Konttinen, Miia (Jyväskylän yliopisto, 2018) -
Towards better academic research-based education in family business : a cross-national comparison of advanced teaching and learning practices
Hämäläinen, Jenni (2003)Perheyritykset edustavat sitä yritysten joukkoa, jotka tulevaisuudessa työllistävät opiskelijoita. Tähän haasteeseen yliopistot ovat vastanneet kehittämällä perheyrittäjyyden opetusta sekä lisäämällä tutkimusta aiheesta. ... -
It takes the Entire University Community to Educate Students in Becoming Academics
Koponen, Eeva; Kinnunen, Johanna; Jääskelä Päivikki (2018)Development of scientific thinking is considered an essential but challenging aim of academic studies. In practice, this challenge becomes evident when students begin preparing their theses. Therefore, proper guidance ... -
It takes the Entire University Community to Educate Students in Becoming Academics
Koponen, Eeva; Kinnunen, Johanna; Jääskelä, Päivikki (Libreriauniversitaria.it, 2018)Development of scientific thinking is considered an essential but challenging aim of academic studies. In practice, this challenge becomes evident when students begin preparing their theses. Therefore, proper guidance ...
Ellei toisin mainittu, julkisesti saatavilla olevia JYX-metatietoja (poislukien tiivistelmät) saa vapaasti uudelleenkäyttää CC0-lisenssillä.