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Authors: Dumitru Dan Burdescu and Marian Cristian Mihăescu

Affiliation: University of Craiova, Romania

Keyword(s): Models of analysis, machine learning, e-Learning.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Computational Intelligence ; Evolutionary Computing ; Knowledge Acquisition ; Knowledge Discovery and Information Retrieval ; Knowledge Engineering and Ontology Development ; Knowledge Representation ; Knowledge-Based Systems ; Machine Learning ; Soft Computing ; Symbolic Systems

Abstract: In this paper we investigate several state-of-the-art methods of combining models of analysis. Data is obtained from an e-Learning platform and is represented by user’s activities like downloading course materials, taking tests and exams, communicating with professors and secretaries and other. Combining multiple models of analysis may have as result important information regarding the performance of the e-Learning platform regarding student’s learning performance or capability of the platform to classify students according to accumulated knowledge. This information may be valuable in adjusting platform’s structure, like number or difficulty of questions, to increase performance from presented points of view.

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Paper citation in several formats:
Dan Burdescu, D. and Cristian Mihăescu, M. (2007). INCREASE PERFORMANCE BY COMBINING MODELS OF ANALYSIS ON REAL DATA. In Proceedings of the Second International Conference on Software and Data Technologies - Volume 3: ICSOFT; ISBN 978-989-8111-05-0; ISSN 2184-2833, SciTePress, pages 255-258. DOI: 10.5220/0001331802550258

@conference{icsoft07,
author={Dumitru {Dan Burdescu}. and Marian {Cristian Mihăescu}.},
title={INCREASE PERFORMANCE BY COMBINING MODELS OF ANALYSIS ON REAL DATA},
booktitle={Proceedings of the Second International Conference on Software and Data Technologies - Volume 3: ICSOFT},
year={2007},
pages={255-258},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001331802550258},
isbn={978-989-8111-05-0},
issn={2184-2833},
}

TY - CONF

JO - Proceedings of the Second International Conference on Software and Data Technologies - Volume 3: ICSOFT
TI - INCREASE PERFORMANCE BY COMBINING MODELS OF ANALYSIS ON REAL DATA
SN - 978-989-8111-05-0
IS - 2184-2833
AU - Dan Burdescu, D.
AU - Cristian Mihăescu, M.
PY - 2007
SP - 255
EP - 258
DO - 10.5220/0001331802550258
PB - SciTePress

- Science and Technology Publications, Lda.
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