tytuł:
|
Graph-based method for the interpretation of user activities in serious games |
autor: |
Grabska-Gradzińska Iwona , Argasiński Jan
|
redaktor:
|
Ardito Carmelo, Lanzilotti Rosa, Malizia Alessio, Petrie Helen, Piccinno Antonio, Desolda Giuseppe, Inkpen Kori |
instytucja sprawcza: |
IFIP International Federation for Information Processing |
tytuł publikacji zbiorowej:
|
Human-Computer Interaction – INTERACT 2021 : 18th IFIP TC 13 International Conference Bari, Italy, August 30 – September 3, 2021, proceedings, part 3 |
data wydania
:
|
2021 |
miejsce wydania : wydawca:
|
Cham : Springer Nature
|
strony:
|
87-96 |
ISBN: |
978-3-030-85612-0
|
eISBN: |
978-3-030-85613-7
|
seria: |
Lecture Notes in Computer Science, ISSN 0302-9743, eISSN 1611-3349; 12934
|
DOI: |
10.1007/978-3-030-85613-7_6
|
język: |
angielski |
język publikacji zbiorowej:
|
angielski |
abstrakt w j. angielskim: |
Computer-based training systems are of growing importance nowadays. Demand for remote skill and knowledge validating solutions is higher than ever before. Serious games provide safe and replayable conditions for teaching and practice. The main issue with education founded on serious games paradigm is the evaluation of the players. Virtual environments allow for various activities that are hard to grasp and quantify automatically. Gameplay log files are usually filled with an excess of trivial activities that don’t provide vital information about user’s skills or knowledge in the relevant domain. In this paper, the authors propose a novel method for classification and interpretation of user activities in computer-based training systems. The innovation of the presented idea lies in the combination of layered graphs data structures, and Bayesian inference about the user’s skills and knowledge. |
słowa kluczowe w j. angielskim: |
layered graphs, serious games, training evaluation, educational assessment |
liczba arkuszy wydawniczych: |
0,7 |
konferencja: |
IFIP TC13 Conference on Human-Computer Interaction; 2021-08-30; 2021-09-03; Bari; Włochy; indeksowana w Web of Science; indeksowana w Scopus; google scholar; Interact; |
wydział: instytut / zakład / katedra: |
Wydział Fizyki, Astronomii i Informatyki Stosowanej : Instytut Informatyki Stosowanej |
typ: |
artykuł (rozdział) w książce |
podtyp: |
publikacja pokonferencyjna |