Detailed Information on Publication Record
2016
Word2vec in practice: A similarity analysis of medical and healthcare disciplines
KOMENDA, Martin, Martin VÍTA, Matěj KAROLYI, Vincent KRÍŽ, Andrea POKORNÁ et. al.Basic information
Original name
Word2vec in practice: A similarity analysis of medical and healthcare disciplines
Authors
KOMENDA, Martin (203 Czech Republic, guarantor, belonging to the institution), Martin VÍTA (203 Czech Republic), Matěj KAROLYI (203 Czech Republic), Vincent KRÍŽ (703 Slovakia) and Andrea POKORNÁ (203 Czech Republic)
Edition
2016
Other information
Language
English
Type of outcome
Konferenční abstrakt
Field of Study
10201 Computer sciences, information science, bioinformatics
Country of publisher
Germany
Confidentiality degree
není předmětem státního či obchodního tajemství
RIV identification code
RIV/00216224:14110/16:00090197
Organization unit
Faculty of Medicine
Keywords in English
Curriculum mapping; word2vec; medical and healthcare education; similarity analysis
Tags
Tags
International impact, Reviewed
Změněno: 18/11/2021 12:11, Mgr. Michal Petr
Abstract
V originále
Modern high-quality education is based on guaranteed, structured and well-balanced curricula covering the necessary scope of knowledge and skills required in subsequent practice, which respond to changing epidemiological profiles, health systems challenges and population health needs. The general idea is to obtain vector representations of words included in descriptions of disciplines, represent the textual content in a vector space (word2vec in particular) and visualise the results of similarity analysis as an interactive web-based report. We present the findings of the real application of the word2vec approach on curriculum data and reflect on its implications in the long-term process of curriculum innovation. The paper describes an appealing way of exploring that can be helpful to anyone who is involved in the complicated and time-consuming process of curriculum design at institutions of higher education. The final visual report serves as a comprehensive overview on selected parts of curriculum described in each discipline in order to provide transparent data for further evaluation.
Links
| 2015-1-CZ01-KA203-013935, interní kód MU |
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