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A Research Agenda for Hybrid Intelligence: Augmenting Human Intellect With Collaborative, Adaptive, Responsible, and Explainable Artificial Intelligence.

We define hybrid intelligence (HI) as the combination of human and machine intelligence, augmenting human intellect and capabilities instead of replacing them and achieving goals that were unreachable by either humans or machines. HI is an important new research focus for artificial intelligence, an...

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Publicado en:Computer (00189162) Vol. 53; no. 8; pp. 18 - 29
Autores principales: Akata, Zeynep, Balliet, Dan, de Rijke, Maarten, Dignum, Frank, Dignum, Virginia, Eiben, Guszti, Fokkens, Antske, Grossi, Davide, Hindriks, Koen, Hoos, Holger, Hung, Hayley, Jonker, Catholijn, Monz, Christof, Neerincx, Mark, Oliehoek, Frans, Prakken, Henry, Schlobach, Stefan, van der Gaag, Linda, van Harmelen, Frank, van Hoof, Herke
Formato: Artículo
Publicado: IEEE Aug2020
Materias:
Intellect
Artificial intelligence
Task analysis
Acceso en línea:Ver este registro en EBSCOhost
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        atl: A Research Agenda for Hybrid Intelligence: Augmenting Human Intellect With Collaborative, Adaptive, Responsible, and Explainable Artificial Intelligence.
      aug:
        au:
          Akata, Zeynep
          Balliet, Dan
          de Rijke, Maarten
          Dignum, Frank
          Dignum, Virginia
          Eiben, Guszti
          Fokkens, Antske
          Grossi, Davide
          Hindriks, Koen
          Hoos, Holger
          Hung, Hayley
          Jonker, Catholijn
          Monz, Christof
          Neerincx, Mark
          Oliehoek, Frans
          Prakken, Henry
          Schlobach, Stefan
          van der Gaag, Linda
          van Harmelen, Frank
          van Hoof, Herke
        affil:
          Computer Science, University of Tubingen
          Experimental and Applied Psychology, Vrije Universiteit Amsterdam
          Artificial Intelligence, University of Amsterdam
          Artificial Intelligence, Utrecht University
          Umea University
          Artificial Intelligence, Vrije Universiteit Amsterdam
          Vrije Universiteit Amsterdam
          University of Groningen
          Leiden University
          TU Delft
          University of Amsterdam
          Human-Centered Computing, Technical University Delft
          Technical University Delft
          Legal Infomatics, University of Groningen
          Dalle Molle Institute, Lugano, Switzerland
      su:
        Intellect
        Artificial intelligence
        Task analysis
      sug:
        subj:
          Intellect
          Artificial intelligence
          Task analysis
      keyword:
        Adaptive systems
        Machine intelligence
        Teamwork
        Tools
      ab: We define hybrid intelligence (HI) as the combination of human and machine intelligence, augmenting human intellect and capabilities instead of replacing them and achieving goals that were unreachable by either humans or machines. HI is an important new research focus for artificial intelligence, and we set a research agenda for HI by formulating four challenges.
      pubtype: Academic Journal
      doctype: Article
      src: R
    language: English
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