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Personalized Human-Computer Interaction

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Title: Personalized Human-Computer Interaction
Description: Personalized and adaptive systems employ user models to adapt content, services, interaction or navigation to individual users'needs. User models can be inferred from implicitly observed information, such as the user's interaction history or current location, or from explicitly entered information, such as user profile data or ratings. Applications of personalization include item recommendation, location-based services, learning assistance and the tailored selection of interaction modalities. With the transition from desktop computers to mobile devices and ubiquitous environments, the need for adapting to changing contexts is even more important. However, this also poses new challenges concerning privacy issues, user control, transparency, and explainability. In addition, user experience and other human factors are becoming increasingly important. This book describes foundations of user modeling, discusses user interaction as a basis for adaptivity, and showcases several personalization approaches in a variety of domains, including music recommendation, tourism, and accessible user interfaces.
Authors: Mirjam Augstein, Eelco Herder, Wolfgang Wörndl
Resource Type: eBook.
Subjects: Human-computer interaction
Categories: COMPUTERS / Interactive & Multimedia, COMPUTERS / Business & Productivity Software / General, COMPUTERS / Computer Science, COMPUTERS / Human-Computer Interaction (HCI)
Database: eBook Collection (EBSCOhost)
FullText Links:
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  – Type: ebook-epub
Text:
  Availability: 0
Header DbId: nlebk
DbLabel: eBook Collection (EBSCOhost)
An: 2330453
RelevancyScore: 1090
AccessLevel: 6
PubType: eBook
PubTypeId: ebook
PreciseRelevancyScore: 1090.09973144531
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  Data: Personalized Human-Computer Interaction
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  Data: Personalized and adaptive systems employ user models to adapt content, services, interaction or navigation to individual users'needs. User models can be inferred from implicitly observed information, such as the user's interaction history or current location, or from explicitly entered information, such as user profile data or ratings. Applications of personalization include item recommendation, location-based services, learning assistance and the tailored selection of interaction modalities. With the transition from desktop computers to mobile devices and ubiquitous environments, the need for adapting to changing contexts is even more important. However, this also poses new challenges concerning privacy issues, user control, transparency, and explainability. In addition, user experience and other human factors are becoming increasingly important. This book describes foundations of user modeling, discusses user interaction as a basis for adaptivity, and showcases several personalization approaches in a variety of domains, including music recommendation, tourism, and accessible user interfaces.
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RecordInfo BibRecord:
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    Classifications:
      – Code: 004
        Scheme: ddc
        Type: prePub
    Languages:
      – Code: eng
        Text: English
    Subjects:
      – SubjectFull: Human-computer interaction
        Type: general
    Titles:
      – TitleFull: Personalized Human-Computer Interaction
        Type: main
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      – PersonEntity:
          Name:
            NameFull: Mirjam Augstein
      – PersonEntity:
          Name:
            NameFull: Eelco Herder
      – PersonEntity:
          Name:
            NameFull: Wolfgang Wörndl
      – PersonEntity:
          Name:
            NameFull: Mirjam Augstein
      – PersonEntity:
          Name:
            NameFull: Eelco Herder
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            NameFull: Wolfgang Wörndl
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          Dates:
            – D: 01
              M: 01
              Type: published
              Y: 2019
            – D: 06
              M: 03
              Type: profile
              Y: 2020
          Identifiers:
            – Type: isbn-print
              Value: 9783110552478
            – Type: isbn-electronic
              Value: 9783110552485
            – Type: isbn-electronic
              Value: 9783110552614
          Titles:
            – TitleFull: Personalized Human-Computer Interaction
              Type: main
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