Fundaments Of Adaptive Personalisation
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A Framework For Contextual Personalised Applications
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Author : Olivier Coutand
language : en
Publisher: kassel university press GmbH
Release Date : 2009
A Framework For Contextual Personalised Applications written by Olivier Coutand and has been published by kassel university press GmbH this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009 with categories.
Semantics In Adaptive And Personalised Systems
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Author : Pasquale Lops
language : en
Publisher: Springer Nature
Release Date : 2019-09-18
Semantics In Adaptive And Personalised Systems written by Pasquale Lops and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-09-18 with Computers categories.
This monograph gives a complete overview of the techniques and the methods for semantics-aware content representation and shows how to apply such techniques in various use cases, such as recommender systems, user profiling and social media analysis. Throughout the book, the authors provide an extensive analysis of the techniques currently proposed in the literature and cover all the available tools and libraries to implement and exploit such methodologies in real-world scenarios. The book first introduces the problem of information overload and the reasons why content-based information needs to be taken into account. Next, the basics of Natural Language Processing are provided, by describing operations such as tokenization, stopword removal, lemmatization, stemming, part-of-speech tagging, along with the main problems and issues. Finally, the book describes the different approaches for semantics-aware content representation: such approaches are split into ‘exogenous’ and ‘endogenous’ ones, depending on whether external knowledge sources as DBpedia or geometrical models and distributional semantics are used, respectively. To conclude, several successful use cases and an extensive list of available tools and resources to implement the approaches are shown. Semantics in Adaptive and Personalised Systems definitely fills the gap between the extensive literature on content-based recommender systems, natural language processing, and the different types of semantics-aware representations.
Personalized Human Computer Interaction
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Author : Mirjam Augstein
language : en
Publisher: Walter de Gruyter GmbH & Co KG
Release Date : 2019-09-23
Personalized Human Computer Interaction written by Mirjam Augstein and has been published by Walter de Gruyter GmbH & Co KG this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-09-23 with Business & Economics categories.
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.
Innovative Learning Environments In Stem Higher Education
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Author : Jungwoo Ryoo
language : en
Publisher: Springer Nature
Release Date : 2021-03-11
Innovative Learning Environments In Stem Higher Education written by Jungwoo Ryoo and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-03-11 with Social Science categories.
As explored in this open access book, higher education in STEM fields is influenced by many factors, including education research, government and school policies, financial considerations, technology limitations, and acceptance of innovations by faculty and students. In 2018, Drs. Ryoo and Winkelmann explored the opportunities, challenges, and future research initiatives of innovative learning environments (ILEs) in higher education STEM disciplines in their pioneering project: eXploring the Future of Innovative Learning Environments (X-FILEs). Workshop participants evaluated four main ILE categories: personalized and adaptive learning, multimodal learning formats, cross/extended reality (XR), and artificial intelligence (AI) and machine learning (ML). This open access book gathers the perspectives expressed during the X-FILEs workshop and its follow-up activities. It is designed to help inform education policy makers, researchers, developers, and practitioners about the adoption and implementation of ILEs in higher education.
Human Centred Web Adaptation And Personalization
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Author : Panagiotis Germanakos
language : en
Publisher: Springer
Release Date : 2016-02-19
Human Centred Web Adaptation And Personalization written by Panagiotis Germanakos and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-02-19 with Computers categories.
This book focuses on the importance of adaptation and personalization in today’s society and the upgraded role computational systems and the Internet play in our day-to-day activities. In this era of wireless communication, pervasive computing and the Internet of Things, it is becoming increasingly critical to ensure humans remain central in the developmental process of new technologies to guarantee their continued usefulness and a positive end-user experience. Organized into three clear parts - theory, principles and practice, a holistic approach to designing and developing adaptive interactive systems and services has been adopted. With an emphasis on distinct human factors, both basic and applied research topics are explored, extending from human-centred user models, driven by user’s individual differences in cognitive processing and emotions, to the creation of smart interfaces that can handle the ever increasing volume and complexity of information to the benefit of the end-user. Human-Centred Web Adaptation and Personalization – From Theory to Practice is meticulously crafted to serve researchers, practitioners, and students who wish to have an end-to-end understanding of how to convert pure research and scientific results into viable user interfaces, system components and applications. It will serve to bridge the knowledge gap that still remains by suggesting interaction design and implementation guidelines for areas like E-Commerce, E-Learning and Usable Security.
Article Collection On Human Aspects In Adaptive And Personalized Interactive Environments Haapie
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Author : Vania Gatseva Dimitrova
language : en
Publisher: Frontiers Media SA
Release Date : 2021-01-11
Article Collection On Human Aspects In Adaptive And Personalized Interactive Environments Haapie written by Vania Gatseva Dimitrova and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-01-11 with Science categories.
Foundations And Trends In Smart Learning
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Author : Maiga Chang
language : en
Publisher: Springer
Release Date : 2019-03-14
Foundations And Trends In Smart Learning written by Maiga Chang and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-03-14 with Education categories.
This book focuses on the interplay between pedagogy and technology, and their fusion for the advancement of smart learning environments. It discusses various components of this interplay, including learning and assessment paradigms, social factors and policies, emerging technologies, innovative application of mature technologies, transformation of curriculum and teaching behavior, transformation of administration, best infusion practices, and piloting of new ideas. The book provides an archival forum for researchers, academics, practitioners and industry professionals interested and/or engaged in reforming teaching and learning methods by promoting smart learning environments. It also facilitates discussions and constructive dialogue among various stakeholders on the limitations of existing learning environments, the need for reform, innovative uses of emerging pedagogical approaches and technologies, and sharing and promoting best practices, leading to the evolution, design and implementation of smart learning environments.
Fundamentals Of Adaptive Signal Processing
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Author : Aurelio Uncini
language : en
Publisher: Springer
Release Date : 2014-12-30
Fundamentals Of Adaptive Signal Processing written by Aurelio Uncini and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-12-30 with Technology & Engineering categories.
This book is an accessible guide to adaptive signal processing methods that equips the reader with advanced theoretical and practical tools for the study and development of circuit structures and provides robust algorithms relevant to a wide variety of application scenarios. Examples include multimodal and multimedia communications, the biological and biomedical fields, economic models, environmental sciences, acoustics, telecommunications, remote sensing, monitoring and in general, the modeling and prediction of complex physical phenomena. The reader will learn not only how to design and implement the algorithms but also how to evaluate their performance for specific applications utilizing the tools provided. While using a simple mathematical language, the employed approach is very rigorous. The text will be of value both for research purposes and for courses of study.
Fundamentals Of Innovative Sustainable Homes Design And Construction
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Author : Avi Friedman
language : en
Publisher: Springer Nature
Release Date : 2023-06-26
Fundamentals Of Innovative Sustainable Homes Design And Construction written by Avi Friedman and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-06-26 with Science categories.
This book offers ideas and practices on contemporary design concepts and illustrates them with plans and photographs of outstanding examples. Current planning and design modes of dwellings and neighborhoods are facing challenges of philosophy and form. Past approaches no longer sustain new demands and require innovative thinking. The need for a new outlook is propelled by fundamental changes that touch upon environmental, economic and social aspects. The depletion of non-renewable natural resources and climate change are a few of the environmental challenges. Increasing costs of material, labor, land and infrastructure have posed economic challenges with affordability being paramount among them. Social challenges are also drawing the attention of designers, builders and homeowners. Walkable communities, aging in place and multigenerational living are some of the concepts considered. In addition, live-work environments have become part of the economic reality for those who wish to work from home—which has become possible through digital advances. The text would be of interest to scholars working in: architecture, urban planning, and construction.
Processes And Foundations For Virtual Organizations
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Author : Luis M. Camarinha-Matos
language : en
Publisher: Springer
Release Date : 2013-06-05
Processes And Foundations For Virtual Organizations written by Luis M. Camarinha-Matos and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-06-05 with Business & Economics categories.
Processes and Foundations for Virtual Organizations contains selected articles from PRO-VE'03, the Fourth Working Conference on Virtual Enterprises, which was sponsored by the International Federation for Information Processing (IFIP) and held in Lugano, Switzerland in October 2003. This fourth edition includes a rich set of papers revealing the progress and achievements in the main current focus areas: -VO breeding environments; -Formation of collaborative networked organizations; -Ontologies and knowledge management; -Process models and interoperability; -Infrastructures; -Multi-agent approaches. In spite of many valid contributions in these areas, many research challenges remain. This is clearly stated in a number of papers suggesting a new research agenda and strategic research roadmaps for advanced virtual organizations. With the selected papers included in this book, PRO-VE pursues its double mission as a forum for presentation and discussion of achievements as well as a place to discuss and suggest new directions and research strategies.