Abstract Conversational recommender systems aim to interactively support online users in their information search and decision-making processes an intuitive way. With the latest advances voice-controlled devices, natural language processing, AI general, such received increased attention recent years. Technically, conversational recommenders are usually complex multi-component applications often...

Algorithmic risk assessment is hailed as offering criminal justice officials a science-led system to triage offender populations better manage low- versus high-risk individuals. Risk algorithms have reached the pretrial world best practices method aid in reforms reduce reliance upon money bail and moderate detention’s material contribution mass incarceration. Still, these promises are elusive i...