Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Modelling the Effectiveness of Curriculum in Educational Systems Using
  Bayesian Networks   In recent years, online education has been considered as one of the most
widely used IT services. Researchers in this field face many challenges in the
realm of Electronic learning services. Nowadays, many researchers in the field
of learning and eLearning study curriculum planning, considering its complexity
and the various numbers of effective parameters. The success of a curriculum is
a multifaceted issue which needs analytical modelling for precise simulations
of the different learning scenarios. In this paper, parameters involved in the
learning process will be identified and a curriculum will be propounded.
Furthermore, a Curriculum model will be proposed using the behavior of the
user, based on the logs of the server. This model will estimate the success
rate of the users while taking courses. Authentic Bayesian networks have been
used for modelling. In order to evaluate the proposed model, the data of three
consecutive semesters of 117 MS IT Students of E-Learning Center of Amirkabir
University of Technology has been used. The assessment clarifies the effects of
various parameters on the success of curriculum planning.

34
The categories of this paper are: chem-ph
36
The categories of this paper are: cmp-lg
27
The categories of this paper are: comp-gas
28
The categories of this paper are: alg-geom
0
The categories of this paper are: hep-ph
22
The categories of this paper are: chao-dyn
6
The categories of this paper are: astro-ph
5
The categories of this paper are: gr-qc
7
The categories of this paper are: hep-th
4
The categories of this paper are: cond-mat
30
The categories of this paper are: q-alg
31
The categories of this paper are: ao-sci
37
The categories of this paper are: supr-con
16
The categories of this paper are: stat
24
The categories of this paper are: dg-ga
2
The categories of this paper are: math