Rafal Kocielnik

schoolUniversity Of Washingtonbar_chart#6020 Global Rank

Total Papers

HCI Rank

#6020

Research Areas

Years Active

Recent Publications

From Who You Know to What You Read: Augmenting Scientific Recommendations with Implicit Social Networks

The ever-increasing pace of scientific publication necessitates methods for quickly identifying relevant papers. While neural recommenders trained on user interests can help, they still result in long, monotonous lists of suggested papers. To improve the discovery experience we introduce multiple new methods for augme…

CHI '191st AuthorExplainable AI (XAI) +2

Will You Accept an Imperfect AI? Exploring Designs for Adjusting End-user Expectations of AI-powered Systems

AI technologies have been incorporated into many end-user applications. However, expectations of the capabilities of such systems vary among people. Furthermore, bloated expectations have been identified as negatively affecting perception and acceptance of such systems. Although the intelligibility of ML algorithms ha…

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