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Proceedings ArticleDOI

An evaluation model of curriculum teaching base on complex network theory

TLDR
An exhaustive topological analysis of the teaching evaluation network of “VC++ program design” course, focusing on the statistical characterization of degree and closeness centrality is presented.
Abstract
Under the perspectives of network science and modern educational science, the complex network model is a better tool for teaching evaluation then the context of traditional evaluation methods, whose potential mainly unexplored yet. In this work, we propose a new method to construct teaching evaluation network model based on complex network theory. Furthermore, the proposed method is evaluated on the “VC++ program design” course. We present an exhaustive topological analysis of the teaching evaluation network of “VC++ program design” course, focusing on the statistical characterization of degree and closeness centrality. The results demonstrate that the vast majority of students received similar learning outcomes, while there is a small received excellent learning outcomes. These results are the same as the practical situation. We believe that the newly assembled model, which is a weight complex network, can provide valuable hints of teaching evaluation.

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Citations
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Journal ArticleDOI

An approach to the permeation mechanism of learning transfer and teaching strategy in physical education based on complex network.

TL;DR: In this paper, the authors used complex network analysis to analyze and mine the data on college students' academic performance, quantifying the overall structure of the courses and their hidden connections in a global and dynamic manner, and discover the inheritance relationship between the courses, the clustering characteristics and the basic pattern of learning transfer.
References
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Book

Networks: An Introduction

Mark Newman
TL;DR: This book brings together for the first time the most important breakthroughs in each of these fields and presents them in a coherent fashion, highlighting the strong interconnections between work in different areas.
Book

Exploratory Social Network Analysis with Pajek

TL;DR: The second edition of Pajek as discussed by the authors is an extensively revised and expanded second edition on social network analysis integrating theory, applications, and network analysis using pajek, which includes a new chapter on random network models, such as scale-free and small-world networks and Monte Carlo simulation.
Journal ArticleDOI

Clustering and Community Detection in Directed Networks: A Survey

TL;DR: In this article, the authors present an in-depth comparative review of the methods presented so far for clustering directed networks along with the relevant necessary methodological background and also related applications.
Journal ArticleDOI

Clustering and Community Detection in Directed Networks: A Survey

TL;DR: An in-depth comparative review of the methods presented so far for clustering directed networks along with the relevant necessary methodological background and also related applications is offered.
Journal ArticleDOI

The repertory grid technique: a method for the study of cognition in information systems

TL;DR: The potential of Kelly's (1955) personal construct theory and its cognitive mapping tool known as the repertory grid (RepGrid) is expounded on by considering the variety of ways the RepGrid may be employed and the flexibility of the Rep grid is illustrated by examining published studies in IS.
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Who propounded complexity theory of education program evaluation?

The complexity theory of education program evaluation was proposed in the research paper based on complex network theory for teaching evaluation.