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Automated assessment of short free-text responses in computer science using latent semantic analysis

Proceedings of the 16th annual joint conference on Innovation and technology in computer science education, 2011
In the last few decades, much research has focused on the evaluation and assessment of students' knowledge. The idea that computers can now be used to aid assessment is appealing. While implementing automatic marking of multiple choice questions is trivial, most educators agree that such form of assessment provides only limited insight into students ...
Angelo Kyrilov   +2 more
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A Semantically Enriched Context-Aware OER Recommendation Strategy and Its Application to a Computer Science OER Repository

IEEE Transactions on Education, 2014
This paper describes a knowledge-based strategy for recommending educational resources—worked problems, exercises, quiz questions, and lecture notes—to learners in the first two courses in the introductory sequence of a computer science major (CS1 and CS2).
Guillermo Jiménez-Díaz   +2 more
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Computational science: a new frontier for computing

2009
Abstract In 2005 Gilles Kahn discussed with Rick Rashid, Stephen Emmott and myself a proposal for Microsoft Research, Cambridge and INRIA to establish a joint research laboratory in France, building on the long-term informal collaboration between the two institutions. The research focus of the joint laboratory was an important point of discussion. In
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Semantic Search Using Computer Science Ontology Based on Edge Counting and N-Grams

2014
Traditional Information Retrieval systems (keyword-based search) suffer several problems. For instance, synonyms or hyponym are not taken into consideration when retrieving documents that are important for a user’s query. This study adopts an ontology of computer science and proposes an ontology indexing weight based on Wu and Palmer’s edge counting ...
Thanyaporn Boonyoung, Anirach Mingkhwan
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Applying latent semantic analysis to computer assisted assessment in the Computer Science domain: a framework, a tool, and an evaluation

2009
This dissertation argues that automated assessment systems can be useful for both students and educators provided that the results correspond well with human markers. Thus, evaluating such a system is crucial. I present an evaluation framework and show how and why it can be useful for both producers and consumers of automated assessment systems.
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