THE INTEGRATION OF BANKING AND TELECOMMUNICATIONS: THE NEED FOR REGULATORY REFORM

WHAT’S EASY AND WHAT’S HARD? 323 the 250 most common words in the corpus as a feature set) for A against X. For the model obtai ...

324 JOURNAL OF LAW AND POLICY We report here on a method we introduced in a previous paper.^13 The key insight is that a similar ...

WHAT’S EASY AND WHAT’S HARD? 325 the corpus as our feature universe. Character n-grams have been shown to be effective for autho ...

326 JOURNAL OF LAW AND POLICY For each candidate author A, Score(A) = proportion of times A is top match Output: arg maxA Score( ...

WHAT’S EASY AND WHAT’S HARD? 327 impostors (Y 1 ,...,Yn) and then use the above method to determine if X was written by the auth ...

328 JOURNAL OF LAW AND POLICY method will simply respond with “Don’t Know.” Finally, authorship verification for short documents ...

WHAT’S EASY AND WHAT’S HARD? 329 FW a list of 512 function words, including conjunctions, prepositions, pronouns, modal verbs, d ...

330 JOURNAL OF LAW AND POLICY Table 2: Accuracy on test set attribution for a variety of feature sets and learning algorithms ap ...

WHAT’S EASY AND WHAT’S HARD? 331 Figure 1. Ten-fold cross-validation accuracy of models distinguishing The House of the Seven Ga ...

333 BEST PRACTICES AND ADMISSIBILITY OF FORENSIC AUTHOR IDENTIFICATION Carole E. Chaski* I. INTRODUCTION Forensic linguistics pr ...

334 JOURNAL OF LAW AND POLICY This article focuses upon the forensic computational linguistic approach and contrasts this approa ...

BEST PRACTICES 335 j. related to uses outside of any litigation in industries or fieldwork in the specific expertise. By impleme ...

336 JOURNAL OF LAW AND POLICY A. Litigation Independence The implementation of these best practices involves litigation-independ ...

BEST PRACTICES 337 the researcher is using a dataset with 100 texts but an unknown number of authors, he will never know, with c ...

338 JOURNAL OF LAW AND POLICY exemplars are typically not edited to any conventional, newspaper, academic, or industrial standar ...

BEST PRACTICES 339 D. Empirically Established Protocol In the research environment, the continual testing of a method of forensi ...

340 JOURNAL OF LAW AND POLICY other linguistic features or combining measurement based on word overlap with measurement based on ...

BEST PRACTICES 341 produce errors in and of themselves; thus, an accuracy rate can be seriously affected by a series of accumula ...

342 JOURNAL OF LAW AND POLICY F. Replicability The protocol developed through repeated validation testing must be repeatable by ...

BEST PRACTICES 343 Chomsky’s original transformational-generative grammar,^20 now known as Minimalism,^21 as well as its offshoo ...