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One century ago, patients dreaded a diagnosis of head and neck cancer, fearing not only the progression of the disease but also the prospect of surgery. A cadre of charlatans preyed upon these fears to make a profit. We unearth the tale of Benjamin Bye, an Indianapolis doctor peddling the Combination Oil Cure. His collection of creams applied to the face offered unsuspecting patients a painless cure of their head and neck cancer. Bye eventually came under the fire of muckrakers as well as the federal government. Not long thereafter, Bye's practice was declared fraudulent, and the US Postmaster General refused to send his products. Bye's story recalls a time in which curative options were few and fear of malignancy was pervasive. Today, as our treatment armamentarium grows, we are reminded to critically assess efficacy, honestly discuss options with patients, and ensure that charlatanism remains a shadow of the past.

Link (association) analysis has been used in the criminal justice domain to search large datasets for associations between crime entities in order to facilitate crime investigations. However, link analysis still faces many challenging problems, such as information overload, high search complexity, and heavy reliance on domain knowledge. To address these challenges, this article proposes several techniques for automated, effective, and efficient link analysis. These techniques include the co-occurrence analysis, the shortest path algorithm, and a heuristic approach to identifying associations and determining their importance. We developed a prototype system called CrimeLink Explorer based on the proposed techniques. Results of a user study with 10 crime investigators from the Tucson Police Department showed that our system could help subjects conduct link analysis more efficiently than traditional single-level link analysis tools. Moreover, subjects believed that association paths found based on the heuristic approach were more accurate than those found based solely on the co-occurrence analysis and that the automated link analysis system would be of great help in crime investigations.