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Personalized Human-Computer Interaction
Taschenbuch von Mirjam Augstein (u. a.)
Sprache: Englisch

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Beschreibung
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.

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.

Details
Empfohlen (bis): 16
Empfohlen (von): 13
Erscheinungsjahr: 2023
Genre: Informatik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Seiten: 362
Inhalt: XIV
362 S.
8 s/w Illustr.
35 farbige Illustr.
20 s/w Tab.
8 b/w and 35 col. ill.
20 b/w tbl.
ISBN-13: 9783110999600
ISBN-10: 3110999609
Sprache: Englisch
Ausstattung / Beilage: Großformatiges Paperback. Klappenbroschur
Redaktion: Augstein, Mirjam
Herder, Eelco
Wörndl, Wolfgang
Herausgeber: Mirjam Augstein/Eelco Herder/Wolfgang Wörndl
Auflage: 2. Aufl.
Hersteller: De Gruyter
Abbildungen: 8 b/w and 35 col. ill., 20 b/w tbl.
Maße: 22 x 170 x 240 mm
Von/Mit: Mirjam Augstein (u. a.)
Erscheinungsdatum: 07.08.2023
Gewicht: 0,714 kg
preigu-id: 126766363
Details
Empfohlen (bis): 16
Empfohlen (von): 13
Erscheinungsjahr: 2023
Genre: Informatik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Seiten: 362
Inhalt: XIV
362 S.
8 s/w Illustr.
35 farbige Illustr.
20 s/w Tab.
8 b/w and 35 col. ill.
20 b/w tbl.
ISBN-13: 9783110999600
ISBN-10: 3110999609
Sprache: Englisch
Ausstattung / Beilage: Großformatiges Paperback. Klappenbroschur
Redaktion: Augstein, Mirjam
Herder, Eelco
Wörndl, Wolfgang
Herausgeber: Mirjam Augstein/Eelco Herder/Wolfgang Wörndl
Auflage: 2. Aufl.
Hersteller: De Gruyter
Abbildungen: 8 b/w and 35 col. ill., 20 b/w tbl.
Maße: 22 x 170 x 240 mm
Von/Mit: Mirjam Augstein (u. a.)
Erscheinungsdatum: 07.08.2023
Gewicht: 0,714 kg
preigu-id: 126766363
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