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Utilization of language models in higher education: Student perspectives and practices

Identifikátory výsledku

  • Kód výsledku v IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F29142890%3A_____%2F23%3A00046088" target="_blank" >RIV/29142890:_____/23:00046088 - isvavai.cz</a>

  • Výsledek na webu

    <a href="https://library.iated.org/view/HEROUT2023UTI" target="_blank" >https://library.iated.org/view/HEROUT2023UTI</a>

  • DOI - Digital Object Identifier

    <a href="http://dx.doi.org/10.21125/iceri.2023.2068" target="_blank" >10.21125/iceri.2023.2068</a>

Alternativní jazyky

  • Jazyk výsledku

    angličtina

  • Název v původním jazyce

    Utilization of language models in higher education: Student perspectives and practices

  • Popis výsledku v původním jazyce

    The development of digital technologies in recent decades has brought revolutionary changes to almost all areas of human life. Rapid developments in artificial intelligence (AI) and machine learning, specifically language models, are now resonating significantly in the professional community and the general public. These models represent the most significant breakthrough in digital technologies in recent years. AI-powered language models are innovative technologies that enable us to analyze vast amounts of data, create complex algorithms, and most importantly, communicate with computers as if we were communicating with humans. Language models enable the analysis and generation of text and images just as humans would do. As a result, language models have the potential to change the way we learn and teach. Students at all levels of school around the world are beginning to rely on these tools to write term papers, research information, or write tests and take exams. These technologies offer efficient and fast solutions for a wide range of tasks that were previously time-consuming and required a range of specific/expert competencies. However, hand in hand with this development, new issues and challenges are emerging, such as the ethical aspects of using AI, the availability of these technologies, data security... This paper focuses on exploring these questions and provides a comprehensive view of university students' perceptions and experiences of using AI-enabled language models in their learning/education and work. The aim of the survey was to gain a holistic view of how often and how students use these technologies, what motivates them to do so, how they evaluate the accuracy and reliability of language models, and what the impact of the technology is on their learning and educational outcomes. To achieve this aim, a quantitative research survey was conducted involving 65 respondents from full-time university students. The results show that these technologies are w

  • Název v anglickém jazyce

    Utilization of language models in higher education: Student perspectives and practices

  • Popis výsledku anglicky

    The development of digital technologies in recent decades has brought revolutionary changes to almost all areas of human life. Rapid developments in artificial intelligence (AI) and machine learning, specifically language models, are now resonating significantly in the professional community and the general public. These models represent the most significant breakthrough in digital technologies in recent years. AI-powered language models are innovative technologies that enable us to analyze vast amounts of data, create complex algorithms, and most importantly, communicate with computers as if we were communicating with humans. Language models enable the analysis and generation of text and images just as humans would do. As a result, language models have the potential to change the way we learn and teach. Students at all levels of school around the world are beginning to rely on these tools to write term papers, research information, or write tests and take exams. These technologies offer efficient and fast solutions for a wide range of tasks that were previously time-consuming and required a range of specific/expert competencies. However, hand in hand with this development, new issues and challenges are emerging, such as the ethical aspects of using AI, the availability of these technologies, data security... This paper focuses on exploring these questions and provides a comprehensive view of university students' perceptions and experiences of using AI-enabled language models in their learning/education and work. The aim of the survey was to gain a holistic view of how often and how students use these technologies, what motivates them to do so, how they evaluate the accuracy and reliability of language models, and what the impact of the technology is on their learning and educational outcomes. To achieve this aim, a quantitative research survey was conducted involving 65 respondents from full-time university students. The results show that these technologies are w

Klasifikace

  • Druh

    D - Stať ve sborníku

  • CEP obor

  • OECD FORD obor

    10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Návaznosti výsledku

  • Projekt

  • Návaznosti

    N - Vyzkumna aktivita podporovana z neverejnych zdroju

Ostatní

  • Rok uplatnění

    2023

  • Kód důvěrnosti údajů

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Údaje specifické pro druh výsledku

  • Název statě ve sborníku

    ICERI2023 Proceedings

  • ISBN

    978-84-09-55942-8

  • ISSN

  • e-ISSN

  • Počet stran výsledku

    9

  • Strana od-do

    8100-8108

  • Název nakladatele

    IATED Academy

  • Místo vydání

    Sevilla, Spain

  • Místo konání akce

    Sevilla, Spain

  • Datum konání akce

    1. 1. 2023

  • Typ akce podle státní příslušnosti

    WRD - Celosvětová akce

  • Kód UT WoS článku