@prefix foaf: . @prefix ns1: . @prefix ns2: . ns1:anna-lisa-gentile foaf:made ns2:iswc-2018-workshop_and_tutorial-285 . ns1:lora-aroyo foaf:made ns2:iswc-2018-workshop_and_tutorial-285 . ns1:gianluca-demartini foaf:made ns2:iswc-2018-workshop_and_tutorial-285 . ns1:chris-welty foaf:made ns2:iswc-2018-workshop_and_tutorial-285 . @prefix ns3: . @prefix ns4: . ns4:proceedings ns3:hasPart ns2:iswc-2018-workshop_and_tutorial-285 . @prefix rdf: . ns2:iswc-2018-workshop_and_tutorial-285 rdf:type ns3:InProceedings . @prefix rdfs: . ns2:iswc-2018-workshop_and_tutorial-285 rdfs:label "Augmenting Intelligence with Humans-in-the-Loop (HumL@ISWC2018)" . @prefix dc: . ns2:iswc-2018-workshop_and_tutorial-285 dc:creator ns1:lora-aroyo , ns1:gianluca-demartini , ns1:anna-lisa-gentile , ns1:chris-welty ; ns3:abstract "Human-in-the-loop is a model of interaction where a machine process and one or more humans\nhave an iterative interaction. In this paradigm the user has the ability to heavily influence the outcome of the process by providing feedback to the system as well as the opportunity to grab different perspectives about the underlying domain and understand the step by step machine process leading to a certain outcome.\nAmongst the current major concerns in Artificial Intelligence research are being able to explain and\nunderstand the results as well as avoiding bias in the underlying data that might lead to unfair or unethical conclusions. Typically, computers are fast and accurate in processing vast amounts of data. People, however, are creative and bring in their perspectives and interpretation power. Bringing humans and machines together creates a natural symbiosis for accurate interpretation of structured data at scale.\nThe goal of this workshop is to bring together researchers and practitioners in various areas of AI (i.e., Machine Learning, NLP, Computational Advertising, etc.) to explore new pathways of the human-in-the-loop paradigm." . @prefix ns8: . ns2:iswc-2018-workshop_and_tutorial-285 ns3:hasAuthorList ns8:iswc-2018-workshop_and_tutorial-285 ; ns3:isPartOf ns4:proceedings . @prefix xsd: . ns2:iswc-2018-workshop_and_tutorial-285 ns3:keyword "Crowdsourcing"^^xsd:string , "intelligence augmentation"^^xsd:string , "human-in-the-loop"^^xsd:string ; ns3:title "Augmenting Intelligence with Humans-in-the-Loop (HumL@ISWC2018)" . @prefix ns10: . ns10:iswc2018-author-anna-lisa-gentile-iswc-2018-workshop_and_tutorial-285 ns3:withDocument ns2:iswc-2018-workshop_and_tutorial-285 . ns10:iswc2018-author-chris-welty-iswc-2018-workshop_and_tutorial-285 ns3:withDocument ns2:iswc-2018-workshop_and_tutorial-285 . ns10:iswc2018-author-gianluca-demartini-iswc-2018-workshop_and_tutorial-285 ns3:withDocument ns2:iswc-2018-workshop_and_tutorial-285 . ns10:iswc2018-author-lora-aroyo-iswc-2018-workshop_and_tutorial-285 ns3:withDocument ns2:iswc-2018-workshop_and_tutorial-285 .