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Author

Alan J. Michaels

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Review Open access Sep 2026

Ethicality Analysis Framework for Active OSINT Research

Open-source intelligence (OSINT), a research method crucial to many security fields, has become a critical capability in cybersecurity investigations, missing persons reports, sex trafficking cases, and other domains. Most OSINT processes, particularly active approaches, require some level of deception or interaction w...

Jared Byers, Eavan Driscoll, Annabelle Lu et al. · 0 citations
Open access Sep 2026

Augmentation of Sentiment Analysis Models

Sentiment analysis is widely used to quantify the emotional tone of text. However, many pretrained sentiment models are only designed for short inputs and can struggle when applied to longer compilations of text or even full documents. These limitations are especially important when a continuous sentiment score range i...

Christopher Henshaw, Jared Byers, Alan J. Michaels · 0 citations
Open access Sep 2026

Comparative Sentiment Analysis of Campaign and Third-Party Communications in the 2024 U.S. Elections

In an era defined by constant digital interaction, personal information is frequently collected, shared, and repurposed in ways that raise serious concerns about privacy and transparency. As part of a broader project, which investigates how individuals’ personal information is used, an experiment was designed to test h...

Christopher Henshaw, Jared Byers, Alan J. Michaels · 1 citation

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