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Authors: Peter Hubwieser and Andreas Mühling

Affiliation: Technische Universität München, Germany

ISBN: 978-989-8425-79-9

Keyword(s): Knowledge patterns, Knowledge mining, Concept maps, Declarative knowledge, Computer science education.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Business Analytics ; Concept Mining ; Context Discovery ; Data Analytics ; Data Engineering ; Information Extraction ; Knowledge Discovery and Information Retrieval ; Knowledge-Based Systems ; Mining High-Dimensional Data ; Structured Data Analysis and Statistical Methods ; Symbolic Systems

Abstract: In order to better understand the structure of students’ knowledge in computer science, we are trying to identify patterns – in form of frequently occurring subgraphs – in concept maps. Concept maps are an exter-nalization of a person’s declarative knowledge represented as a graph. We propose an algorithm that can be employed to identify frequently occurring subgraphs, based on existing algorithms in that field. We are cur-rently working on a project that will gather concept maps form a large group of freshman in the coming semesters, providing us with extensive material for information mining about the structures of knowledge in CS. We hope to get a better understanding of the relationship between knowledge and competence.

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Paper citation in several formats:
Hubwieser, P. and Mühling, A. (2011). KNOWPATS: PATTERNS OF DECLARATIVE KNOWLEDGE - Searching Frequent Knowledge Patterns about Object-orientation.In Proceedings of the International Conference on Knowledge Discovery and Information Retrieval - Volume 1: KDIR, (IC3K 2011) ISBN 978-989-8425-79-9, pages 350-356. DOI: 10.5220/0003689203580364

@conference{kdir11,
author={Peter Hubwieser. and Andreas Mühling.},
title={KNOWPATS: PATTERNS OF DECLARATIVE KNOWLEDGE - Searching Frequent Knowledge Patterns about Object-orientation},
booktitle={Proceedings of the International Conference on Knowledge Discovery and Information Retrieval - Volume 1: KDIR, (IC3K 2011)},
year={2011},
pages={350-356},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003689203580364},
isbn={978-989-8425-79-9},
}

TY - CONF

JO - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval - Volume 1: KDIR, (IC3K 2011)
TI - KNOWPATS: PATTERNS OF DECLARATIVE KNOWLEDGE - Searching Frequent Knowledge Patterns about Object-orientation
SN - 978-989-8425-79-9
AU - Hubwieser, P.
AU - Mühling, A.
PY - 2011
SP - 350
EP - 356
DO - 10.5220/0003689203580364

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