A test collection to evaluate plagiarism by missing or incorrect references

Authors:
Solange de L. Pertile;Viviane P. Moreira
Affiliations:
UFRGS, Instituto de Informática, Brazil;UFRGS, Instituto de Informática, Brazil
Venue:
CLEF'12 Proceedings of the Third international conference on Information Access Evaluation: multilinguality, multimodality, and visual analytics
Year:
2012

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Abstract

In recent years, several methods and tools been developed together with test collections to aid in plagiarism detection. However, both methods and collections have focused on content analysis, overlooking citation analysis. In this paper, we aim at filling this gap and present a test collection with cases of plagiarism by missing and incorrect references. The collection contains automatically generated academic papers in which passages from other documents have been inserted. Such passages were either: adequately referenced (i.e., not plagiarized), not referenced, or incorrectly referenced. Annotation files identifying each passage enable the evaluation of plagiarism detection systems.