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Knowledge Science - Fallstudien: Wie Mit Künstlicher Intelligenz Die Wissenssicherung Und -Nutzung Im Unternehmen Unterstützt Wird by Carsten Lanquillon

Knowledge Science - Fallstudien: Wie Mit Künstlicher Intelligenz Die Wissenssicherung Und -Nutzung Im Unternehmen Unterstützt Wird

by Carsten Lanquillon , Sigurd Schacht
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Book cover type: Paperback
  • ISBN13: 9783658411541
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Springer Vieweg
  • Publisher Imprint: Springer Vieweg
  • Publication Date:
  • Pages: 205
  • Original Price: EUR 30.83
  • Language: German
  • Edition: 1. Aufl. 2023
  • Item Weight: 350 grams
  • BISAC Subject(s): Artificial Intelligence / Expert Systems

Der Arbeitsplatz der Zukunft wird immer stärker durch die Wissensarbeit geprägt. Knowledge Science beschäftigt sich mit Konzepten, Methoden und Prozessen zur systematischen Erzeugung, Extraktion, Speicherung und Bereitstellung von Wissen zur Lösung von Problemen und lässt sich somit dem Wissensmanagement zuordnen. Kognitive Assistenten sorgen dafür, das richtige Wissen zur richtigen Zeit in der richtigen Art und Weise seinen Anwendern und Anwenderinnen bereitzustellen. Damit dies gelingen kann, kommen inzwischen zahlreiche Methoden der Künstlichen Intelligenz (KI) zur Unterstützung unterschiedlicher Aufgaben des Wissensmanagements zum Einsatz.
Der InhaltWie lassen sich mit KI-Methoden die Wissenssicherung und Wissensnutzung in Unternehmen unterstützen? Dieses Buch charakterisiert den Arbeitsplatz der Zukunft und stellt die Bedeutung der Ressource Wissen und deren Management in den Vordergrund. Ziel ist es nicht, mittels KI den Menschen zu ersetzen, sondern ihn mittels kognitiver Assistenten bestmöglich bei seiner Arbeit zu unterstützen. Welche Bereiche des Unternehmens können mit Methoden der Künstlichen Intelligenz optimiert oder gänzlich transformiert werden? Welche Schritte sind sowohl organisatorisch als auch technisch notwendig und wie werden einzelne Methoden in den Bereichen tatsächlich durchgeführt? In diesem Buch werden die Methoden der KI anhand konkreter Fallstudien mit einer gro en Bandbreite erläutert und entmystifiziert:

  • Assistenzsysteme, die wie ein Mensch lernen
  • Wissenssicherung durch Smart Expert Debriefings
  • Kognitive Assistenzsysteme für die Trendanalyse
  • Kognitive Assistenzsysteme im Projektmanagement
  • Methoden der KI in industriellen Anwendungen
Die Zielgruppen
  • Unternehmer, Prozessverantwortliche und Fachanwender, die Methoden der KI in ihrem Unternehmen oder ihren Fachbereichen nutzen wollen.
  • IT-Manager, IT-Experten und Data Scientists, die KI-basierte Lösungen im Wissensmanagement umsetzen
  • Studierende im Bereich KI und Data Science

Carsten Lanquillon beantwortet seit mehr als 25 Jahren unternehmerische Fragestellungen erfolgreich mit Hilfe maschineller Lernverfahren. Er ist seit 2008 Professor an der Hochschule Heilbronn und forscht im Bereich ressourceneffizienter KI in industriellen Anwendungen sowie im Bereich der Sprachtechnologien und kognitiven Assistenzsysteme zur Unterstützung der Wissensarbeit.Sigurd Schacht beschäftigt sich seit mehr als 15 Jahren in Theorie und Praxis mit betriebswirtschaftlichen Datenanalysen. Er ist seit 2012 Professor und forscht auf dem Gebiet der Sprachtechnologie und kognitiven Assistenzsysteme mit Schwerpunkt auf dem Trainieren und Anwenden großer Sprachmodelle sowie dem Prompt-Engineering.

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