Title :
Towards a quantitative evaluation of the relationship between the domain knowledge and the ability to assess peer work
Author :
De Marsico, Maria ; Sterbini, Andrea ; Temperini, Marco
Author_Institution :
Dept. of Comput. Sci., Sapienza Univ. of Rome, Rome, Italy
Abstract :
In this work we present the preliminary results provided by the statistical modeling of the cognitive relationship between the knowledge about a topic a the ability to assess peer achievements on the same topic. Our starting point is Bloom´s taxonomy of educational objectives in the cognitive domain, and our outcomes confirm the hypothesized ranking. A further consideration that can be derived is that meta-cognitive abilities (e.g., assessment) require deeper domain knowledge.
Keywords :
belief networks; cognition; education; statistical analysis; Bloom taxonomy; cognitive domain; cognitive relationship; domain knowledge; educational objectives; peer achievement assessment; peer work assessment; quantitative evaluation; statistical model; Accuracy; Bayes methods; Gaussian distribution; Linear programming; Process control; Standards; Taxonomy; Bayesian network; Bloom´s taxonomy; meta-cognitive abilities; peer-assessment; ranking of educational objectives;
Conference_Titel :
Information Technology Based Higher Education and Training (ITHET), 2015 International Conference on
Conference_Location :
Lisbon
DOI :
10.1109/ITHET.2015.7218036
