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Blended Learning Concept in Selected Tourism Management e-Courses with Focus on Content Development Including Recommender System

Identifikátory výsledku

  • Kód výsledku v IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F62690094%3A18450%2F18%3A50014642" target="_blank" >RIV/62690094:18450/18:50014642 - isvavai.cz</a>

  • Výsledek na webu

    <a href="https://link.springer.com/chapter/10.1007/978-3-319-94505-7_14" target="_blank" >https://link.springer.com/chapter/10.1007/978-3-319-94505-7_14</a>

  • DOI - Digital Object Identifier

    <a href="http://dx.doi.org/10.1007/978-3-319-94505-7_14" target="_blank" >10.1007/978-3-319-94505-7_14</a>

Alternativní jazyky

  • Jazyk výsledku

    angličtina

  • Název v původním jazyce

    Blended Learning Concept in Selected Tourism Management e-Courses with Focus on Content Development Including Recommender System

  • Popis výsledku v původním jazyce

    The paper covers two main areas that intertwine each other: content development of e-courses and recommender system with blended learning concept that spans over both themes. This paper approaches the educators’ question on how to enhance learning, in this case from the perspective of improvement of students’ learning performance by proper guiding in the virtual platform. There were two influencing stimuli for innovative changes in the e-courses on culture, geography and history of English speaking countries within the frame of Management of Tourism bachelor programme. Firstly, a recommender system was designed so that the great amount of study materials in the e-courses could be properly reorganized and clarified. The second stimuli was connected with the change of language subjects status from compulsory to voluntary subjects and inevitable drop of students’ language competences and interest in language subjects because economic and managerial subject became preferential. Since the e-learning platform doesn’t allow implementation of the advance recommendation system which enables, for example, algorithm for calculating the weight of documents, it was necessary to create a similar model using the available resources as the analyses of student attendance and number of downloads and evaluation. The result is an effective model that does not require a more advanced e-learning portal and, to a smaller amount, can be done by the instructor manually, and provides effective content filtering in the e-course. Students appreciated the fact that they do not have to decide which material is sufficient for their study. Appropriateness of the model was demonstrated by reduced failure rate.

  • Název v anglickém jazyce

    Blended Learning Concept in Selected Tourism Management e-Courses with Focus on Content Development Including Recommender System

  • Popis výsledku anglicky

    The paper covers two main areas that intertwine each other: content development of e-courses and recommender system with blended learning concept that spans over both themes. This paper approaches the educators’ question on how to enhance learning, in this case from the perspective of improvement of students’ learning performance by proper guiding in the virtual platform. There were two influencing stimuli for innovative changes in the e-courses on culture, geography and history of English speaking countries within the frame of Management of Tourism bachelor programme. Firstly, a recommender system was designed so that the great amount of study materials in the e-courses could be properly reorganized and clarified. The second stimuli was connected with the change of language subjects status from compulsory to voluntary subjects and inevitable drop of students’ language competences and interest in language subjects because economic and managerial subject became preferential. Since the e-learning platform doesn’t allow implementation of the advance recommendation system which enables, for example, algorithm for calculating the weight of documents, it was necessary to create a similar model using the available resources as the analyses of student attendance and number of downloads and evaluation. The result is an effective model that does not require a more advanced e-learning portal and, to a smaller amount, can be done by the instructor manually, and provides effective content filtering in the e-course. Students appreciated the fact that they do not have to decide which material is sufficient for their study. Appropriateness of the model was demonstrated by reduced failure rate.

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

    S - Specificky vyzkum na vysokych skolach

Ostatní

  • Rok uplatnění

    2018

  • 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

    Blended Learning. Enhancing Learning Success

  • ISBN

    978-3-319-94504-0

  • ISSN

    0302-9743

  • e-ISSN

    neuvedeno

  • Počet stran výsledku

    13

  • Strana od-do

    175-187

  • Název nakladatele

    Springer

  • Místo vydání

    Cham

  • Místo konání akce

    Osaka, Japan

  • Datum konání akce

    31. 7. 2018

  • Typ akce podle státní příslušnosti

    CST - Celostátní akce

  • Kód UT WoS článku