Emotions And Personality In Personalized Services

Author : Marko Tkalčič,Berardina De Carolis,Marco de Gemmis,Ante Odić,Andrej Košir
Publisher : Springer
Page : 400 pages
File Size : 48,9 Mb
Release : 2016-07-13
Category : Computers
ISBN : 9783319314136

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Emotions and Personality in Personalized Services by Marko Tkalčič,Berardina De Carolis,Marco de Gemmis,Ante Odić,Andrej Košir Pdf

Personalization is ubiquitous from search engines to online-shopping websites helping us find content more efficiently and this book focuses on the key developments that are shaping our daily online experiences. With advances in the detection of end users’ emotions, personality, sentiment and social signals, researchers and practitioners now have the tools to build a new generation of personalized systems that will really understand the user’s state and deliver the right content. With leading experts from a vast array of domains from user modeling, mobile sensing and information retrieval to artificial intelligence, human-computer interaction (HCI) social computing and psychology, a broad spectrum of topics are covered. From discussing psychological theoretical models and exploring state-of-the-art methods for acquiring emotions and personality in an unobtrusive way, as well as describing how these concepts can be used to improve various aspects of the personalization process and chapters that discuss evaluation and privacy issues. Emotions and Personality in Personalized Systems will help aid researchers and practitioners develop and evaluate user-centric personalization systems that take into account the factors that have a tremendous impact on our decision-making – emotions and personality.

Author : Alexander Felfernig,Ludovico Boratto,Martin Stettinger,Marko Tkalčič
Publisher : Springer Nature
Page : 180 pages
File Size : 54,6 Mb
Release : 2023-11-27
Category : Technology & Engineering
ISBN : 9783031449437

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Group Recommender Systems by Alexander Felfernig,Ludovico Boratto,Martin Stettinger,Marko Tkalčič Pdf

This book discusses different aspects of group recommender systems, which are systems that help to identify recommendations for groups instead of single users. In this context, the authors present different related techniques and applications. The book includes in-depth summaries of group recommendation algorithms, related industrial applications, different aspects of preference construction and explanations, user interface aspects of group recommender systems, and related psychological aspects that play a crucial role in group decision scenarios.

Author : Mirjam Augstein,Eelco Herder,Wolfgang Wörndl
Publisher : Walter de Gruyter GmbH & Co KG
Page : 320 pages
File Size : 46,9 Mb
Release : 2019-09-23
Category : Business & Economics
ISBN : 9783110552485

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Personalized Human-Computer Interaction by Mirjam Augstein,Eelco Herder,Wolfgang Wörndl Pdf

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.

Author : Francesco Ricci,Kalina Bontcheva,Owen Conlan,Séamus Lawless
Publisher : Springer
Page : 404 pages
File Size : 55,7 Mb
Release : 2015-06-10
Category : Computers
ISBN : 9783319202679

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User Modeling, Adaptation and Personalization by Francesco Ricci,Kalina Bontcheva,Owen Conlan,Séamus Lawless Pdf

This book constitutes the refereed proceedings of the 23rd International Conference on User Modeling, Adaptation and Personalization, UMAP 2015, held in Dublin, Ireland, in June/July 2015. The 25 long and 7 short papers of the research paper track were carefully reviewed and selected from 112 submissions. The papers reflect the conference theme "Contextualizing the World", highlighting the significance and impact of user modeling and adaptive technologies on a large number of everyday application areas such as: intelligent learning environments, recommender systems, e-commerce, advertising, personalized information retrieval and access, digital humanities, e-government, cultural heritage, and personalized health.

Author : Francesco Ricci,Lior Rokach,Bracha Shapira
Publisher : Springer Nature
Page : 1053 pages
File Size : 53,7 Mb
Release : 2022-04-21
Category : Computers
ISBN : 9781071621974

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Recommender Systems Handbook by Francesco Ricci,Lior Rokach,Bracha Shapira Pdf

This third edition handbook describes in detail the classical methods as well as extensions and novel approaches that were more recently introduced within this field. It consists of five parts: general recommendation techniques, special recommendation techniques, value and impact of recommender systems, human computer interaction, and applications. The first part presents the most popular and fundamental techniques currently used for building recommender systems, such as collaborative filtering, semantic-based methods, recommender systems based on implicit feedback, neural networks and context-aware methods. The second part of this handbook introduces more advanced recommendation techniques, such as session-based recommender systems, adversarial machine learning for recommender systems, group recommendation techniques, reciprocal recommenders systems, natural language techniques for recommender systems and cross-domain approaches to recommender systems. The third part covers a wide perspective to the evaluation of recommender systems with papers on methods for evaluating recommender systems, their value and impact, the multi-stakeholder perspective of recommender systems, the analysis of the fairness, novelty and diversity in recommender systems. The fourth part contains a few chapters on the human computer dimension of recommender systems, with research on the role of explanation, the user personality and how to effectively support individual and group decision with recommender systems. The last part focusses on application in several important areas, such as, food, music, fashion and multimedia recommendation. This informative third edition handbook provides a comprehensive, yet concise and convenient reference source to recommender systems for researchers and advanced-level students focused on computer science and data science. Professionals working in data analytics that are using recommendation and personalization techniques will also find this handbook a useful tool.

Author : Leonard Barolli,Makoto Takizawa,Fatos Xhafa,Tomoya Enokido
Publisher : Springer
Page : 1357 pages
File Size : 49,6 Mb
Release : 2019-03-14
Category : Technology & Engineering
ISBN : 9783030150327

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Advanced Information Networking and Applications by Leonard Barolli,Makoto Takizawa,Fatos Xhafa,Tomoya Enokido Pdf

The aim of the book is to provide latest research findings, innovative research results, methods and development techniques from both theoretical and practical perspectives related to the emerging areas of information networking and applications. Networks of today are going through a rapid evolution and there are many emerging areas of information networking and their applications. Heterogeneous networking supported by recent technological advances in low power wireless communications along with silicon integration of various functionalities such as sensing, communications, intelligence and actuations are emerging as a critically important disruptive computer class based on a new platform, networking structure and interface that enable novel, low cost and high volume applications. Several of such applications have been difficult to realize because of many interconnections problems. To fulfill their large range of applications different kinds of networks need to collaborate and wired and next generation wireless systems should be integrated in order to develop high performance computing solutions to problems arising from the complexities of these networks. This book covers the theory, design and applications of computer networks, distributed computing and information systems.

Author : Aboul Ella Hassanien,Roheet Bhatnagar,Ashraf Darwish
Publisher : Springer Nature
Page : 737 pages
File Size : 47,7 Mb
Release : 2020-05-25
Category : Technology & Engineering
ISBN : 9789811533839

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Advanced Machine Learning Technologies and Applications by Aboul Ella Hassanien,Roheet Bhatnagar,Ashraf Darwish Pdf

This book presents the refereed proceedings of the 5th International Conference on Advanced Machine Learning Technologies and Applications (AMLTA 2020), held at Manipal University Jaipur, India, on February 13 – 15, 2020, and organized in collaboration with the Scientific Research Group in Egypt (SRGE). The papers cover current research in machine learning, big data, Internet of Things, biomedical engineering, fuzzy logic and security, as well as intelligence swarms and optimization.

Author : Umer Asgher
Publisher : AHFE International
Page : 119 pages
File Size : 49,7 Mb
Release : 2022-07-24
Category : Technology & Engineering
ISBN : 9781958651117

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Industrial Cognitive Ergonomics and Engineering Psychology by Umer Asgher Pdf

Industrial Cognitive Ergonomics and Engineering Psychology Proceedings of the 13th International Conference on Applied Human Factors and Ergonomics (AHFE 2022), July 24–28, 2022, New York, USA

Author : Bruce Ferwerda
Publisher : Springer Nature
Page : 302 pages
File Size : 45,5 Mb
Release : 2024-06-16
Category : Electronic
ISBN : 9783031551093

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A Human-Centered Perspective of Intelligent Personalized Environments and Systems by Bruce Ferwerda Pdf

Author : Sandra Carberry,Stephan Weibelzahl,Alessandro Micarelli,Giovanni Semeraro
Publisher : Springer
Page : 416 pages
File Size : 43,8 Mb
Release : 2013-06-05
Category : Computers
ISBN : 9783642388446

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User Modeling, Adaption, and Personalization by Sandra Carberry,Stephan Weibelzahl,Alessandro Micarelli,Giovanni Semeraro Pdf

This book constitutes the thoroughly refereed proceedings of the 21st International Conference on User Modeling, Adaption, and Personalization, held in Rome, Italy, in June 2013. The 21 long and 7 short papers of the research paper track were carefully reviewed and selected from numerous submissions. The papers cover the following topics: recommender systems, student modeling, social media and teams, human cognition, personality, privacy, web curation and user profiles, travel and mobile applications, and systems for elderly and disabled individuals.

Author : Maria Bielikova,Tommi Mikkonen,Cesare Pautasso
Publisher : Springer Nature
Page : 574 pages
File Size : 53,8 Mb
Release : 2020-06-09
Category : Computers
ISBN : 9783030505783

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Web Engineering by Maria Bielikova,Tommi Mikkonen,Cesare Pautasso Pdf

This book constitutes the proceedings of the 20th International Conference on Web Engineering, ICWE 2020, which was planned to take place in Helsinki, Finland, during June 9-12, 2020. Due to the corona pandemic the conference changed to a virtual format. The total of 24 full and 10 short contributions presented in this volume were carefully reviewed and selected from 78 submissions. The book also contains 4 PhD and 7 demo papers. The papers were organized in topical sections named: User interface technologies; performance of Web technologies; machine learning; testing of Web applications; emotion detection; location-aware applications; sentiment analysis; open data; liquid Web applications; Web-based learning; PhD symposium; demos and posters.

Author : Ahmed Tlili,Maiga Chang
Publisher : Springer Nature
Page : 255 pages
File Size : 42,5 Mb
Release : 2019-09-10
Category : Education
ISBN : 9789813293359

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Data Analytics Approaches in Educational Games and Gamification Systems by Ahmed Tlili,Maiga Chang Pdf

Game-based learning environments and learning analytics are attracting increasing attention from researchers and educators, since they both can enhance learning outcomes. This book focuses on the application of data analytics approaches and research on human behaviour analysis in game-based learning environments, namely educational games and gamification systems, to provide smart learning. Specifically, it discusses the purposes, advantages and limitations of applying such approaches in these environments. Additionally, the various smart game-based learning environments presented help readers integrate learning analytics in their educational games and gamification systems to, for instance, assess and model students (e.g. their computational thinking) or enhance the learning process for better outcomes. Moreover, the book presents general guidelines on various aspects, such as collecting data for analysis, game-based learning environment design, system architecture and applied algorithms, which facilitate incorporating learning analytics into educational games and gamification systems. After a general introduction to help readers become familiar with the subject area, the individual chapters each discuss a different aim of applying data analytics approaches in educational games and gamification systems. Lastly, the conclusion provides a summary and presents general guidelines and frameworks to consider when designing smart game-based learning environments with learning analytics.

Author : Rahma Al-Mahrooqi,Christopher J. Denman
Publisher : Springer Nature
Page : 393 pages
File Size : 50,7 Mb
Release : 2022-03-22
Category : Education
ISBN : 9783030918811

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Individual and Contextual Factors in the English Language Classroom by Rahma Al-Mahrooqi,Christopher J. Denman Pdf

This edited volume examines a number of topics related to the roles of individual and contextual factors in English as second or foreign language (ESL/EFL) settings by presenting chapters across the three sections of theoretical and pedagogical approaches, teacher and learner research, and research into the roles of technology. The book has a focus on practical actions and recommendations related to individual and contextual factors in ESL/EFL, with a specific concern with issues of cognition, metacognition, emotion, and identity, and offers perspectives from a diverse range of international education settings. For teachers of ESL/EFL, the effective recognition and integration of individual and contextual factors into the classroom may represent a significant challenge. This is often the case in those settings where native English speaking teachers work in foreign language contexts where they may have limited understanding of local cultures and languages, or where language instructors have class groups that are culturally and linguistically diverse. In these, and similar, contexts, the types and extent of individual and contextual factors impacting on language learning may challenge both learner and instructor expectations of what an effective and supportive classroom is. While such a situation offers numerous opportunities for learners and teachers to expand their knowledge of themselves and each other, it also presents the possibility for ineffective teaching and learning to occur. It is within this framework that the book presents the latest theoretical, pedagogical, and research perspectives from around the world, thereby providing a resource for all stakeholders with an interest in the roles individual and contextual factors play in the English learning process.

Author : Dustin Wood,Stephen J. Read,P.D. Harms,Andrew Slaughter
Publisher : Academic Press
Page : 734 pages
File Size : 48,9 Mb
Release : 2021-06-23
Category : Psychology
ISBN : 9780128192016

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Measuring and Modeling Persons and Situations by Dustin Wood,Stephen J. Read,P.D. Harms,Andrew Slaughter Pdf

Measuring and Modeling Persons and Situations presents major innovations and contributions on the topic, promoting deeper integration, cross-pollination of ideas across diverse academic disciplines, and the facilitation of the development of practical applications such as matching people to jobs, understanding decision making, and predicting how a group of individuals will interact with one another. The book is organized around two overarching and interrelated themes, with the first focusing on assessing the person and the situation, covering methodological advances and techniques for inferring and measuring characteristics, and showing how they can be instantiated for measurement and predictive purposes. The book's second theme presents theoretical models, conceptualizing how factors of the person and situation can help us understand the psychological dynamics which underlie behavior, the psychological experience of fit or congruence with one’s environment, and changes in personality traits over time. Identifies technologies for measuring and predicting behavior Infers behavior causes from personality and/or situational variables Utilizes big data, machine learning and modeling to understand behavior Includes mobile phone, social media and wearable tech usage analysis Explores the stability of personality over time Considers behavior analysis to treat maladaptive behavior

Author : Élise Lavoué,Hendrik Drachsler,Katrien Verbert,Julien Broisin,Mar Pérez-Sanagustín
Publisher : Springer
Page : 621 pages
File Size : 53,8 Mb
Release : 2017-09-04
Category : Education
ISBN : 9783319666105

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Data Driven Approaches in Digital Education by Élise Lavoué,Hendrik Drachsler,Katrien Verbert,Julien Broisin,Mar Pérez-Sanagustín Pdf

This book constitutes the proceedings of the 12th European Conference on Technology Enhanced Learning, EC-TEL 2017, held in Tallinn, Estonia, in September 2017. The 24 full papers, 23 short papers, 6 demo papers, and 22 poster papers presented in this volume were carefully reviewed and selected from 141 submissions. The theme for the 12th EC-TEL conference on Data Driven Approaches in Digital Education' aims to explore the multidisciplinary approaches thateectively illustrate how data-driven education combined with digital education systems can look like and what are the empirical evidences for the use of datadriven tools in educational practices.