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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.
This book is concerned with the mobile, ubiquitous, and pervasive learning arena. It present a collection of works corresponding to four categories: reviews, studies, conceptual proposals, and approaches. As a result of the submission and revision processes eight manuscripts were accepted and organized into the aforementioned four parts as follows: ·Review: a couple of chapters offer a survey of related works. One concerns with the diversity of mobile, ubiquitous, and pervasive labor, where interested findings are unveiled based on correlations. Other focuses on adaptive and adaptable architectures that are suitable to implement ubiquitous learning sceneries, whose contribution represents a...
Welche Eigenschaften machen das Computerspiel zum geeigneten Medium, das den pädagogischen Einsatz im Unterricht bereichern kann? Welche Computerspiele bieten welche Möglichkeiten zur Auseinandersetzung mit welchen Themen? Wie kann das Computerspiel auch im schulischen Umfeld den für den Lernprozess so wichtigen Lebensweltbezug herstellen? Diese und viele weitere Fragen beantworten die Autor*innen des Bandes „Didaktik des digitalen Spielens“. Dafür begeben sie sich in einen Dialog der Wissenschaftsdisziplinen, leiten Möglichkeiten zum Einsatz von Computerspielen ab und werten Erfahrungen mit dem Einsatz von Computerspielen – auch in der Lehrendenbildung – aus. Mit ihren verschie...
This book includes a collection of expanded papers from the 2019 Sino-German Symposium on AI-supported educational technologies, which was held in Wuhan, China, March, 2019. The contributors are distinguished researchers from computer science and learning science. The contributions are organized in four sections: (1) Overviews and systematic perspectives , (2) Example Systems, (3) Algorithms, and (4) Insights gained from empirical studies. For example, different data mining and machine learning methods to quantify different profiles of a learner in different learning situations (including interaction patterns, cognitive modes, knowledge skills, interests and emotions etc.) as well as connections to measurements in psychology and learning sciences are discussed in the chapters.
E-Learning-Anwendungen bieten Chancen für die gesetzlich vorgeschriebene Inklusion von Lernenden mit Beeinträchtigungen. Die gleichberechtigte Teilhabe von blinden Lernenden an Veranstaltungen in virtuellen Klassenzimmern ist jedoch durch den synchronen, multimedialen Charakter und den hohen Informationsumfang dieser Lösungen kaum möglich. Die vorliegende Arbeit untersucht die Zugänglichkeit virtueller Klassenzimmer für blinde Nutzende, um eine möglichst gleichberechtigte Teilhabe an synchronen, kollaborativen Lernszenarien zu ermöglichen. Im Rahmen einer Produktanalyse werden dazu virtuelle Klassenzimmer auf ihre Zugänglichkeit und bestehende Barrieren untersucht und Richtlinien f...
Dieser Band bietet eine Momentaufnahme langjähriger Forschungsbemühungen jenseits und zwischen den traditionellen Wissenschaften und zugleich aus ihnen heraus. Seine Beiträge kreisen um die gemeinsam geteilte Einschätzung, dass isolierte Monodisziplinarität aber auch arbeitsteilige Interdisziplinarität angesichts heutiger Problemkomplexität vor allem im Kontext der neuen Mensch-Technik-Relationen an eine Leistungsgrenze stößt. Integrierte Forschung wird hier als regulative Idee verstanden, als kognitiver Horizont, der Wahrnehmungen, Entscheidungen und Handlungen auf einen in ihr gefassten Fluchtpunkt hin orientiert. Im Fokus stehen Fragen nach Integrierter Forschung als Ensemble der...
This book constitutes the proceedings of the 11th European Conference on Technology Enhanced Learning, EC-TEL 2016, held in Lyon, France, in September 2016. The 26 full papers, 23 short papers, 8 demo papers, and 33 poster papers presented in this volume were carefully reviewed and selected from 148 submissions.
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.
Title of the first 10 volumes of the series is Germans to America : lists of passengers arriving at U.S. ports 1850-1855.