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UMAP '18

Author : Umap
Publisher :
ISBN 13 : 9781450361668
Total Pages : 396 pages
Book Rating : 4.3/5 (616 download)

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Book Synopsis UMAP '18 by : Umap

Download or read book UMAP '18 written by Umap and published by . This book was released on 2018-11-08 with total page 396 pages. Available in PDF, EPUB and Kindle. Book excerpt: It is our great pleasure to welcome you to the 26th ACM International Conference on User modeling, Adaptation and personalization - UMAP 2018. UMAP is the premier international conference for researchers and practitioners working on systems that adapt to individual users or to groups of users. UMAP is the successor of the biennial User Modeling (UM) and Adaptive Hypermedia and Adaptive Web-based Systems (AH) conferences that were merged in 2009. It has traditionally been organized under the auspices of User Modeling Inc. Since 2016, UMAP is an ACM conference, sponsored by ACM SIGCHI and SIGWEB. UMAP 2018 is a very special conference, as this is the very first time UMAP will be located in Asia! We hope to meet many like-minded researchers from Singapore and other Asian countries. The conference spans a wide scope of topics related to user modeling, adaptation, and personalization. UMAP 2018 is focused on bringing together cutting-edge research from user interaction and modeling, adaptive technologies, and delivery platforms. It includes high-quality peer-reviewed papers featuring substantive new research in one of five research tracks, each chaired by leaders in the field: Adaptive Hypermedia and the Semantic Web (track chairs Peter Brusilovsky and Geert-Jan Houben) Intelligent User interfaces (track chairs Shlomo Berkovsky and Markus Schedl) Personalized Recommender Systems (track chairs Dietmar Jannach and Markus Zanker) Personalized Social Web (track chairs Cecile Paris and Julita Vassileva) Technology-Enhanced Adaptive Learning (track chairs Olga Santos and Carla Limongelli) The call for papers attracted 137 submissions from 33 different countries on all continents except Antarctica: Argentina, Australia, Austria, Belgium, Brazil, Canada, China, Cyprus, Denmark, Finland, France, Germany, India, Indonesia, Ireland, Israel, Italy, Japan, Netherlands, New Zealand, Nigeria, Norway, Pakistan, Philippines, Portugal, Saudi Arabia, Singapore, South Korea, Spain, Sweden, Switzerland, United Kingdom, and the United States The international program committee consisted of 131 reviewers. Each submission received at least 3 reviews. After the initial reviews were submitted, the designated track chairs (TCs) facilitated discussion amongst reviewers in order to resolve differences and correct misunderstandings. The TCs then provided a recommendation to the Program Chairs. The final decisions were based on these recommendations, meta-reviews, and reviewer scores. Moreover, 10 papers were accepted as extended abstracts, and 13 were included in Late Breaking Results track (LBR). We thank Hui Fang and Pasquale Lops, LBR and Demo Chairs, for their efforts on selecting addition papers submitted to this track. As a result, there are 3 Demos, 3 Theory, Opinion and Reflection papers, and 20 Late Breaking Results papers presented in the iv UMAP poster sessions, which collectively showcase the wide spectrum of novel ideas and latest results in user modeling, adaptation and personalization. We also encourage attendees to attend the keynote presentations; these valuable and insightful talks guide us to a better understanding of the future. Running Recommendations: Personalisation Opportunities for Health and Fitness, Barry Smith (University College Dublin, Ireland) Robots that Listen to People's Hearts: the Role of Emotions in the Communication between Humans and Social Robots, Ana Paiva (University of Lisbon, Portugal) Interpreting User Input Intention in Natural Human Computer Interaction, Yuanchun Shi (Tsinghua University, China)

Single Cell Transcriptomics

Author : Raffaele A. Calogero
Publisher : Springer Nature
ISBN 13 : 1071627562
Total Pages : 394 pages
Book Rating : 4.0/5 (716 download)

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Book Synopsis Single Cell Transcriptomics by : Raffaele A. Calogero

Download or read book Single Cell Transcriptomics written by Raffaele A. Calogero and published by Springer Nature. This book was released on 2022-12-10 with total page 394 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume provides up-to-date methods on single cell wet and bioinformatics protocols based on the researcher experiment requirements. Chapters detail basic analytical procedures, single-cell data QC, dimensionality reduction, clustering, cluster-specific features selection, RNA velocity, multi-modal data integration, and single cell RNA editing. Written in the highly successful Methods in Molecular Biology series format, chapters include introductions to their respective topics, lists of the necessary materials and reagents, step-by-step, readily reproducible laboratory protocols, and tips on troubleshooting and avoiding known pitfalls. Cutting-edge and comprehensive, Single Cell Transcriptomics: Methods and Protocols aims to be a valuable resource for all researchers interested in learning more about this important and developing field.

Personalized Human-Computer Interaction

Author : Mirjam Augstein
Publisher : Walter de Gruyter GmbH & Co KG
ISBN 13 : 3110988771
Total Pages : 442 pages
Book Rating : 4.1/5 (19 download)

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Book Synopsis Personalized Human-Computer Interaction by : Mirjam Augstein

Download or read book Personalized Human-Computer Interaction written by Mirjam Augstein and published by Walter de Gruyter GmbH & Co KG. This book was released on 2023-08-07 with total page 442 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Data Analysis and Optimization

Author : Boris Goldengorin
Publisher : Springer Nature
ISBN 13 : 3031316541
Total Pages : 447 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis Data Analysis and Optimization by : Boris Goldengorin

Download or read book Data Analysis and Optimization written by Boris Goldengorin and published by Springer Nature. This book was released on 2023-09-23 with total page 447 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the state-of-the-art in the emerging field of data science and includes models for layered security with applications in the protection of sites—such as large gathering places—through high-stake decision-making tasks. Such tasks include cancer diagnostics, self-driving cars, and others where wrong decisions can possibly have catastrophic consequences. Additionally, this book provides readers with automated methods to analyze patterns and models for various types of data, with applications ranging from scientific discovery to business intelligence and analytics. The book primarily includes exploratory data analysis, pattern mining, clustering, and classification supported by real life case studies. The statistical section of this book explores the impact of data mining and modeling on the predictability assessment of time series. Further new notions of mean values based on ideas of multi-criteria optimization are compared with their conventional definitions, leading to new algorithmic approaches to the calculation of the suggested new means. The style of the written chapters and the provision of a broad yet in-depth overview of data mining, integrating novel concepts from machine learning and statistics, make the book accessible to upper level undergraduate and graduate students in data mining courses. Students and professionals specializing in computer and management science, data mining for high-dimensional data, complex graphs and networks will benefit from the cutting-edge ideas and practically motivated case studies in this book.

MultiMedia Modeling

Author : Stevan Rudinac
Publisher : Springer Nature
ISBN 13 : 3031533119
Total Pages : 552 pages
Book Rating : 4.0/5 (315 download)

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Book Synopsis MultiMedia Modeling by : Stevan Rudinac

Download or read book MultiMedia Modeling written by Stevan Rudinac and published by Springer Nature. This book was released on with total page 552 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Artificial Intelligence for Personalized Medicine

Author : Arash Shaban-Nejad
Publisher : Springer Nature
ISBN 13 : 3031369386
Total Pages : 306 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis Artificial Intelligence for Personalized Medicine by : Arash Shaban-Nejad

Download or read book Artificial Intelligence for Personalized Medicine written by Arash Shaban-Nejad and published by Springer Nature. This book was released on 2023-10-03 with total page 306 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book aims to highlight the latest achievements in the use of AI in personalized medicine and healthcare delivery. The edited book contains selected papers presented at the 2023 Health Intelligence workshop, co-located with the Thirty-Seven Association for the Advancement of Artificial Intelligence (AAAI) conference, and presents an overview of the issues, challenges, and potentials in the field, along with new research results. This book provides information for researchers, students, industry professionals, clinicians, and public health agencies interested in the applications of AI in medicine and public health.

Learning in a Digital World

Author : Paloma Díaz
Publisher : Springer
ISBN 13 : 9811382654
Total Pages : 348 pages
Book Rating : 4.8/5 (113 download)

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Book Synopsis Learning in a Digital World by : Paloma Díaz

Download or read book Learning in a Digital World written by Paloma Díaz and published by Springer. This book was released on 2019-06-29 with total page 348 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book aims at guiding the educators from a variety of available technologies to support learning and teaching by discussing the learning benefits and the challenges that interactive technology imposes. This guidance is based on practical experiences gathered through developing and integrating them into varied educational settings. It compiles experiences gained with various interactive technologies, offering a comprehensive perspective on the use and potential value of interactive technologies to support learning and teaching. Taken together, the chapters provide a broader view that does not focus exclusively on the uses of technology in educational settings, but also on the impact and ability of technology to improve the learning and teaching processes. The book addresses the needs of researchers, educators and other stakeholders in the area of education interested in learning how interactive technologies can be used to overcome key educational challenges.

The 13th Conference on Information Technology and Its Applications

Author : Ngoc Thanh Nguyen
Publisher : Springer Nature
ISBN 13 : 3031741277
Total Pages : 559 pages
Book Rating : 4.0/5 (317 download)

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Book Synopsis The 13th Conference on Information Technology and Its Applications by : Ngoc Thanh Nguyen

Download or read book The 13th Conference on Information Technology and Its Applications written by Ngoc Thanh Nguyen and published by Springer Nature. This book was released on with total page 559 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Pervasive Computing Technologies for Healthcare

Author : Dario Salvi
Publisher : Springer Nature
ISBN 13 : 3031597176
Total Pages : 525 pages
Book Rating : 4.0/5 (315 download)

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Book Synopsis Pervasive Computing Technologies for Healthcare by : Dario Salvi

Download or read book Pervasive Computing Technologies for Healthcare written by Dario Salvi and published by Springer Nature. This book was released on with total page 525 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Design Recommendations for Intelligent Tutoring Systems: Volume 7 - Self-Improving Systems

Author : Benjamin Goldberg
Publisher : U.S. Army Combat Capabilities Development Command – Soldier Center
ISBN 13 : 099772577X
Total Pages : 194 pages
Book Rating : 4.9/5 (977 download)

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Book Synopsis Design Recommendations for Intelligent Tutoring Systems: Volume 7 - Self-Improving Systems by : Benjamin Goldberg

Download or read book Design Recommendations for Intelligent Tutoring Systems: Volume 7 - Self-Improving Systems written by Benjamin Goldberg and published by U.S. Army Combat Capabilities Development Command – Soldier Center. This book was released on 2019-10-23 with total page 194 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book on self-improving systems is the seventh in a planned series of books that examine key topics (e.g., learner modeling, instructional strategies, authoring, domain modeling, assessment, impact on learning, team tutoring, self-improving systems, data visualization) in intelligent tutoring system (ITS) design. This book focuses on self-improving systems. The discussion chapters in this book examine topics through the lens of the Generalized Intelligent Framework for Tutoring (GIFT). GIFT is a modular, service-oriented architecture created to reduce the cost and skill required to author ITSs, distribute ITSs, manage instruction within ITSs, and evaluate the effect of ITS technologies on learning, performance, retention, transfer of skills, and other instructional outcomes.

The Multimodal Learning Analytics Handbook

Author : Michail Giannakos
Publisher : Springer Nature
ISBN 13 : 3031080769
Total Pages : 362 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis The Multimodal Learning Analytics Handbook by : Michail Giannakos

Download or read book The Multimodal Learning Analytics Handbook written by Michail Giannakos and published by Springer Nature. This book was released on 2022-10-08 with total page 362 pages. Available in PDF, EPUB and Kindle. Book excerpt: This handbook is the first book ever covering the area of Multimodal Learning Analytics (MMLA). The field of MMLA is an emerging domain of Learning Analytics and plays an important role in expanding the Learning Analytics goal of understanding and improving learning in all the different environments where it occurs. The challenge for research and practice in this field is how to develop theories about the analysis of human behaviors during diverse learning processes and to create useful tools that could augment the capabilities of learners and instructors in a way that is ethical and sustainable. Behind this area, the CrossMMLA research community exchanges ideas on how we can analyze evidence from multimodal and multisystem data and how we can extract meaning from this increasingly fluid and complex data coming from different kinds of transformative learning situations and how to best feed back the results of these analyses to achieve positive transformative actions on those learning processes. This handbook also describes how MMLA uses the advances in machine learning and affordable sensor technologies to act as a virtual observer/analyst of learning activities. The book describes how this “virtual nature” allows MMLA to provide new insights into learning processes that happen across multiple contexts between stakeholders, devices and resources. Using such technologies in combination with machine learning, Learning Analytics researchers can now perform text, speech, handwriting, sketches, gesture, affective, or eye-gaze analysis, improve the accuracy of their predictions and learned models and provide automated feedback to enable learner self-reflection. However, with this increased complexity in data, new challenges also arise. Conducting the data gathering, pre-processing, analysis, annotation and sense-making, in a way that is meaningful for learning scientists and other stakeholders (e.g., students or teachers), still pose challenges in this emergent field. This handbook aims to serve as a unique resource for state of the art methods and processes. Chapter 11 of this book is available open access under a CC BY 4.0 license at link.springer.com.

AI for Behavioural Science

Author : Stuart Mills
Publisher : CRC Press
ISBN 13 : 1000831256
Total Pages : 130 pages
Book Rating : 4.0/5 (8 download)

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Book Synopsis AI for Behavioural Science by : Stuart Mills

Download or read book AI for Behavioural Science written by Stuart Mills and published by CRC Press. This book was released on 2022-12-08 with total page 130 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a concise introduction to emerging concepts and ideas found at the intersection of contemporary behavioural science and artificial intelligence. The book explores how these disciplines interact, change, and adapt to one another and what the implications of such an interaction are for practice and society. AI for Behavioural Science book begins by exploring the field of machine behaviour, which advocates using behavioural science to investigate artificial intelligence. This perspective is built upon to develop a framework of terminology that treats humans and machines as comparable entities possessing their own motive power. From here, the notion of artificial intelligence systems becoming choice architects is explored through a series of reconceptualisations. The architecting of choices is reconceptualised as a process of selection from a set of choice architectural designs, while human behaviour is reconceptualised in terms of probabilistic outcomes. The material difference between the so-called "manual nudging" and "automatic nudging" (or hypernudging) is then explored. The book concludes with a discussion of who is responsible for autonomous choice architects.

Recommender Systems Handbook

Author : Francesco Ricci
Publisher : Springer Nature
ISBN 13 : 1071621971
Total Pages : 1053 pages
Book Rating : 4.0/5 (716 download)

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Book Synopsis Recommender Systems Handbook by : Francesco Ricci

Download or read book Recommender Systems Handbook written by Francesco Ricci and published by Springer Nature. This book was released on 2022-04-21 with total page 1053 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Group Recommender Systems

Author : Alexander Felfernig
Publisher : Springer Nature
ISBN 13 : 3031449436
Total Pages : 180 pages
Book Rating : 4.0/5 (314 download)

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Book Synopsis Group Recommender Systems by : Alexander Felfernig

Download or read book Group Recommender Systems written by Alexander Felfernig and published by Springer Nature. This book was released on 2023-11-27 with total page 180 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Graph Drawing and Network Visualization

Author : Michael A. Bekos
Publisher : Springer Nature
ISBN 13 : 3031492722
Total Pages : 368 pages
Book Rating : 4.0/5 (314 download)

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Book Synopsis Graph Drawing and Network Visualization by : Michael A. Bekos

Download or read book Graph Drawing and Network Visualization written by Michael A. Bekos and published by Springer Nature. This book was released on 2024-01-11 with total page 368 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two-volume set LNCS 14465-14466 constitutes the proceedings of the 31st International Symposium on Graph Drawing and Network Visualization, GD 2023, held in Isola delle Femmine, Palermo, Italy, in September 2023. The 31 full papers, 7 short papers, presented together with 2 invited talks, and one contest report, were thoroughly reviewed and selected from the 100 submissions. The abstracts of 11 posters presented at the conference can be found in the back matter of the volume. The contributions were organized in topical sections as follows: beyond planarity; crossing numbers; linear layouts; geometric aspects; visualization challenges; graph representations; graph decompositions; topological aspects; parameterized complexity for drawings; planar graphs; frameworks; algorithmics.

Digital Hearing Healthcare

Author : Qinglin Meng
Publisher : Frontiers Media SA
ISBN 13 : 2889768147
Total Pages : 365 pages
Book Rating : 4.8/5 (897 download)

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Book Synopsis Digital Hearing Healthcare by : Qinglin Meng

Download or read book Digital Hearing Healthcare written by Qinglin Meng and published by Frontiers Media SA. This book was released on 2022-12-05 with total page 365 pages. Available in PDF, EPUB and Kindle. Book excerpt: We would like to acknowledge VCCA2020-Organizer Jan-Willem Wasmann, who has acted as coordinator and has contributed to the preparation of the proposal for this Research Topic. Dr. Qinglin Meng is working on an audio project for Huawei Technologies Co., Ltd. Dr. Jing Chen is working on research projects with Sonova AG. Dr. Fan-Gang Zeng owns stock in Axonics, Nurotron, Syntiant, Velox and Xsense. Dr. Dennis Barbour founded and owns equity in Bonauria. All other Topic Editor declare no conflicts of interest.

Early Warning Systems and Targeted Interventions for Student Success in Online Courses

Author : Glick, Danny
Publisher : IGI Global
ISBN 13 : 1799850757
Total Pages : 374 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Early Warning Systems and Targeted Interventions for Student Success in Online Courses by : Glick, Danny

Download or read book Early Warning Systems and Targeted Interventions for Student Success in Online Courses written by Glick, Danny and published by IGI Global. This book was released on 2020-06-26 with total page 374 pages. Available in PDF, EPUB and Kindle. Book excerpt: Online learning has increasingly been viewed as a possible way to remove barriers associated with traditional face-to-face teaching, such as overcrowded classrooms and shortage of certified teachers. While online learning has been recognized as a possible approach to deliver more desirable learning outcomes, close to half of online students drop out as a result of student-related, course-related, and out-of-school-related factors (e.g., poor self-regulation; ineffective teacher-student, student-student, and platform-student interactions; low household income). Many educators have expressed concern over students who unexpectedly begin to struggle and appear to fall off track without apparent reason. A well-implemented early warning system, therefore, can help educators identify students at risk of dropping out and assign and monitor interventions to keep them on track for graduation. Despite the popularity of early warning systems, research on their design and implementation is sparse. Early Warning Systems and Targeted Interventions for Student Success in Online Courses is a cutting-edge research publication that examines current theoretical frameworks, research projects, and empirical studies related to the design, implementation, and evaluation of early warning systems and targeted interventions and discusses their implications for policy and practice. Moreover, this book will review common challenges of early warning systems and dashboard design and will explore design principles and data visualization tools to make data more understandable and, therefore, more actionable. Highlighting a range of topics such as curriculum design, game-based learning, and learning support, it is ideal for academicians, policymakers, administrators, researchers, education professionals, instructional designers, data analysts, and students.