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Showing 1 to 4 of 4 for “"JGAAP"”.
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The Open Class Authorship Attribution Problem: A Comparison of Mixture-of-Experts Methods within the JGAAP Framework
In this paper, we seek to describe, test, evaluate, and compare methods of open class attribution that utilize multiple unique closed class attributions in a voting framework. By applying statistical techniques to the proportion of closed class attributions indicating individual candidate authors, …
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Best Practices in Authorship Attribution of English Essays
… specifically examining the methods available in JGAAP version 4.3 and their performance on problem A of the AAAC corpus. Best practices were determined by ranking the logistic regression coefficient estimates and odds ratios for the set of predictor variables.
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Authorship Attribution Through Words Surrounding Named Entities
… Java Graphical Authorship Attribution Program (JGAAP), implements a named entity recognizer, specifically the Stanford Named Entity Recognizer, to probe into similar genre text and to aid in extricating the correct author. This research specifically examines the words authors use around named …
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Authorship Attribution on the Enron Email Corpus
… Java Graphical Authorship Attribution Program (JGAAP software) from our Evaluating Variations in Language Laboratory (EVL Lab) was used to perform these tests. Three analysis methods: WEKA RandomForest, WEKA SMO, and Centroid with Cosine Distance were used. Results showed that the Large test set …