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Author : Bruce Wellman
Publisher :
ISBN 13 : 9780966502237
Total Pages : 192 pages
Book Rating : 4.5/5 (22 download)
Download or read book Data-Driven Dialogue written by Bruce Wellman and published by . This book was released on 2004-01-01 with total page 192 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Oliver Lemon
Publisher : Springer Science & Business Media
ISBN 13 : 1461448026
Total Pages : 184 pages
Book Rating : 4.4/5 (614 download)
Download or read book Data-Driven Methods for Adaptive Spoken Dialogue Systems written by Oliver Lemon and published by Springer Science & Business Media. This book was released on 2012-10-21 with total page 184 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data driven methods have long been used in Automatic Speech Recognition (ASR) and Text-To-Speech (TTS) synthesis and have more recently been introduced for dialogue management, spoken language understanding, and Natural Language Generation. Machine learning is now present “end-to-end” in Spoken Dialogue Systems (SDS). However, these techniques require data collection and annotation campaigns, which can be time-consuming and expensive, as well as dataset expansion by simulation. In this book, we provide an overview of the current state of the field and of recent advances, with a specific focus on adaptivity.
Author : Nancy Love
Publisher : Corwin Press
ISBN 13 : 1412950015
Total Pages : 409 pages
Book Rating : 4.4/5 (129 download)
Download or read book The Data Coach's Guide to Improving Learning for All Students written by Nancy Love and published by Corwin Press. This book was released on 2008-02-27 with total page 409 pages. Available in PDF, EPUB and Kindle. Book excerpt: Use data as an effective tool for school change and improvement! This resource helps data team facilitators move schools away from unproductive data practices and toward examining data for systematic and continuous improvement in instruction and learning. The book, which includes a CD-ROM with slides and reproducibles, illustrates how the authors' model has proven successful in: Narrowing achievement gaps in all content areas and grade levels Achieving strong, continuous gains in local and state assessments in mathematics, science, and reading Initiating powerful conversations about race/ethnicity, class, educational status, gender, and language differences Developing a vision for a high-performing, data-informed school culture
Author : Verena Rieser
Publisher : Springer Science & Business Media
ISBN 13 : 3642249426
Total Pages : 261 pages
Book Rating : 4.6/5 (422 download)
Download or read book Reinforcement Learning for Adaptive Dialogue Systems written by Verena Rieser and published by Springer Science & Business Media. This book was released on 2011-11-23 with total page 261 pages. Available in PDF, EPUB and Kindle. Book excerpt: The past decade has seen a revolution in the field of spoken dialogue systems. As in other areas of Computer Science and Artificial Intelligence, data-driven methods are now being used to drive new methodologies for system development and evaluation. This book is a unique contribution to that ongoing change. A new methodology for developing spoken dialogue systems is described in detail. The journey starts and ends with human behaviour in interaction, and explores methods for learning from the data, for building simulation environments for training and testing systems, and for evaluating the results. The detailed material covers: Spoken and Multimodal dialogue systems, Wizard-of-Oz data collection, User Simulation methods, Reinforcement Learning, and Evaluation methodologies. The book is a research guide for students and researchers with a background in Computer Science, AI, or Machine Learning. It navigates through a detailed case study in data-driven methods for development and evaluation of spoken dialogue systems. Common challenges associated with this approach are discussed and example solutions are provided. This work provides insights, lessons, and inspiration for future research and development – not only for spoken dialogue systems in particular, but for data-driven approaches to human-machine interaction in general.
Author : Nancy Love
Publisher : Corwin Press
ISBN 13 : 1412960851
Total Pages : 193 pages
Book Rating : 4.4/5 (129 download)
Download or read book Using Data to Improve Learning for All written by Nancy Love and published by Corwin Press. This book was released on 2009 with total page 193 pages. Available in PDF, EPUB and Kindle. Book excerpt: Collaborative inquiry + effective use of data = significant leaps in learning and achievement! This resource combines a powerful collaborative inquiry process, reflective dialogue, and rigorous use of data to improve outcomes for all students. The editor and contributors provide detailed examples of schools that have demonstrated dramatic gains by building collaborative cultures, nurturing ongoing inquiry, and using data systematically. The book shows school leaders how to: Implement collaborative inquiry to meet accountability mandates Build and support a high-performing data culture Establish a school climate characterized by collective responsibility for student learning and a respect for students’ cultures
Author : Paul Bambrick-Santoyo
Publisher : John Wiley & Sons
ISBN 13 : 0470548746
Total Pages : 298 pages
Book Rating : 4.4/5 (75 download)
Download or read book Driven by Data written by Paul Bambrick-Santoyo and published by John Wiley & Sons. This book was released on 2010-04-12 with total page 298 pages. Available in PDF, EPUB and Kindle. Book excerpt: Offers a practical guide for improving schools dramatically that will enable all students from all backgrounds to achieve at high levels. Includes assessment forms, an index, and a DVD.
Author : Nathalie Henry Riche
Publisher : CRC Press
ISBN 13 : 1315281554
Total Pages : 296 pages
Book Rating : 4.3/5 (152 download)
Download or read book Data-Driven Storytelling written by Nathalie Henry Riche and published by CRC Press. This book was released on 2018-03-28 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents an accessible introduction to data-driven storytelling. Resulting from unique discussions between data visualization researchers and data journalists, it offers an integrated definition of the topic, presents vivid examples and patterns for data storytelling, and calls out key challenges and new opportunities for researchers and practitioners.
Author : Maxine Eskenazi
Publisher : Springer
ISBN 13 : 3319921088
Total Pages : 258 pages
Book Rating : 4.3/5 (199 download)
Download or read book Advanced Social Interaction with Agents written by Maxine Eskenazi and published by Springer. This book was released on 2018-08-01 with total page 258 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents lectures given at the 8th International Workshop on Spoken Dialog Systems. As agents evolve in terms of their ability to carry on a dialog with users, several qualities are emerging as essential components of a successful system. Users do not carry on long conversations on only one topic—they tend to switch between several topics. Thus the authors are observing the emergence of multi-domain systems that enable users to seamlessly hop from one domain to another. The systems have become active social partners. Accordingly, work on social dialog has become crucial to active and engaging human–robot/agent interaction. These new systems call for a coherent framework that guides their actions as chatbots and conversational agents. Human–Robot/Agent assessment mechanisms naturally lend themselves to this task. As these systems increasingly assist humans in a multitude of tasks, the ethics of their existence, their design and their interaction with users are becoming crucial issues. This book discusses the essential players and features involved, such as chat-based agents, multi-domain dialog systems, human–robot interaction, social dialog policy, and advanced dialog system architectures.
Author : Cole Nussbaumer Knaflic
Publisher : John Wiley & Sons
ISBN 13 : 1119002265
Total Pages : 288 pages
Book Rating : 4.1/5 (19 download)
Download or read book Storytelling with Data written by Cole Nussbaumer Knaflic and published by John Wiley & Sons. This book was released on 2015-10-09 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: Don't simply show your data—tell a story with it! Storytelling with Data teaches you the fundamentals of data visualization and how to communicate effectively with data. You'll discover the power of storytelling and the way to make data a pivotal point in your story. The lessons in this illuminative text are grounded in theory, but made accessible through numerous real-world examples—ready for immediate application to your next graph or presentation. Storytelling is not an inherent skill, especially when it comes to data visualization, and the tools at our disposal don't make it any easier. This book demonstrates how to go beyond conventional tools to reach the root of your data, and how to use your data to create an engaging, informative, compelling story. Specifically, you'll learn how to: Understand the importance of context and audience Determine the appropriate type of graph for your situation Recognize and eliminate the clutter clouding your information Direct your audience's attention to the most important parts of your data Think like a designer and utilize concepts of design in data visualization Leverage the power of storytelling to help your message resonate with your audience Together, the lessons in this book will help you turn your data into high impact visual stories that stick with your audience. Rid your world of ineffective graphs, one exploding 3D pie chart at a time. There is a story in your data—Storytelling with Data will give you the skills and power to tell it!
Author : Kristina Jokinen
Publisher : Springer Nature
ISBN 13 : 3031021347
Total Pages : 151 pages
Book Rating : 4.0/5 (31 download)
Download or read book Spoken Dialogue Systems written by Kristina Jokinen and published by Springer Nature. This book was released on 2022-05-31 with total page 151 pages. Available in PDF, EPUB and Kindle. Book excerpt: Considerable progress has been made in recent years in the development of dialogue systems that support robust and efficient human-machine interaction using spoken language. Spoken dialogue technology allows various interactive applications to be built and used for practical purposes, and research focuses on issues that aim to increase the system's communicative competence by including aspects of error correction, cooperation, multimodality, and adaptation in context. This book gives a comprehensive view of state-of-the-art techniques that are used to build spoken dialogue systems. It provides an overview of the basic issues such as system architectures, various dialogue management methods, system evaluation, and also surveys advanced topics concerning extensions of the basic model to more conversational setups. The goal of the book is to provide an introduction to the methods, problems, and solutions that are used in dialogue system development and evaluation. It presents dialogue modelling and system development issues relevant in both academic and industrial environments and also discusses requirements and challenges for advanced interaction management and future research. Table of Contents: Preface / Introduction to Spoken Dialogue Systems / Dialogue Management / Error Handling / Case Studies: Advanced Approaches to Dialogue Management / Advanced Issues / Methodologies and Practices of Evaluation / Future Directions / References / Author Biographies
Author : Jan van Kuppevelt
Publisher : Springer Science & Business Media
ISBN 13 : 9781402039348
Total Pages : 392 pages
Book Rating : 4.0/5 (393 download)
Download or read book Advances in Natural Multimodal Dialogue Systems written by Jan van Kuppevelt and published by Springer Science & Business Media. This book was released on 2005-12-06 with total page 392 pages. Available in PDF, EPUB and Kindle. Book excerpt: The main topic of this volume is natural multimodal interaction. The book is unique in that it brings together a great many contributions regarding aspects of natural and multimodal interaction written by many of the important actors in the field. Topics addressed include talking heads, conversational agents, tutoring systems, multimodal communication, machine learning, architectures for multimodal dialogue systems, systems evaluation, and data annotation.
Author : Ellen B. Mandinach
Publisher : Corwin Press
ISBN 13 : 145228346X
Total Pages : 280 pages
Book Rating : 4.4/5 (522 download)
Download or read book Transforming Teaching and Learning Through Data-Driven Decision Making written by Ellen B. Mandinach and published by Corwin Press. This book was released on 2012-04-10 with total page 280 pages. Available in PDF, EPUB and Kindle. Book excerpt: Connect data and instruction to improve practice Gathering data and using it to inform instruction is a requirement for many schools, yet educators are not necessarily formally trained in how to do it. This book helps bridge the gap between classroom practice and the principles of educational psychology. Teachers will find cutting-edge advances in research and theory on human learning and teaching in an easily understood and transferable format. The text’s integrated model shows teachers, school leaders, and district administrators how to establish a data culture and transform quantitative and qualitative data into actionable knowledge based on: Assessment Statistics Instructional and differentiated psychology Classroom management
Author : Shane Safir
Publisher : Corwin
ISBN 13 : 1071812661
Total Pages : 281 pages
Book Rating : 4.0/5 (718 download)
Download or read book Street Data written by Shane Safir and published by Corwin. This book was released on 2021-02-12 with total page 281 pages. Available in PDF, EPUB and Kindle. Book excerpt: Radically reimagine our ways of being, learning, and doing Education can be transformed if we eradicate our fixation on big data like standardized test scores as the supreme measure of equity and learning. Instead of the focus being on "fixing" and "filling" academic gaps, we must envision and rebuild the system from the student up—with classrooms, schools and systems built around students’ brilliance, cultural wealth, and intellectual potential. Street data reminds us that what is measurable is not the same as what is valuable and that data can be humanizing, liberatory and healing. By breaking down street data fundamentals: what it is, how to gather it, and how it can complement other forms of data to guide a school or district’s equity journey, Safir and Dugan offer an actionable framework for school transformation. Written for educators and policymakers, this book · Offers fresh ideas and innovative tools to apply immediately · Provides an asset-based model to help educators look for what’s right in our students and communities instead of seeking what’s wrong · Explores a different application of data, from its capacity to help us diagnose root causes of inequity, to its potential to transform learning, and its power to reshape adult culture Now is the time to take an antiracist stance, interrogate our assumptions about knowledge, measurement, and what really matters when it comes to educating young people.
Author : Michael McTear
Publisher : Springer Nature
ISBN 13 : 3031021762
Total Pages : 234 pages
Book Rating : 4.0/5 (31 download)
Download or read book Conversational AI written by Michael McTear and published by Springer Nature. This book was released on 2022-05-31 with total page 234 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a comprehensive introduction to Conversational AI. While the idea of interacting with a computer using voice or text goes back a long way, it is only in recent years that this idea has become a reality with the emergence of digital personal assistants, smart speakers, and chatbots. Advances in AI, particularly in deep learning, along with the availability of massive computing power and vast amounts of data, have led to a new generation of dialogue systems and conversational interfaces. Current research in Conversational AI focuses mainly on the application of machine learning and statistical data-driven approaches to the development of dialogue systems. However, it is important to be aware of previous achievements in dialogue technology and to consider to what extent they might be relevant to current research and development. Three main approaches to the development of dialogue systems are reviewed: rule-based systems that are handcrafted using best practice guidelines; statistical data-driven systems based on machine learning; and neural dialogue systems based on end-to-end learning. Evaluating the performance and usability of dialogue systems has become an important topic in its own right, and a variety of evaluation metrics and frameworks are described. Finally, a number of challenges for future research are considered, including: multimodality in dialogue systems, visual dialogue; data efficient dialogue model learning; using knowledge graphs; discourse and dialogue phenomena; hybrid approaches to dialogue systems development; dialogue with social robots and in the Internet of Things; and social and ethical issues.
Author : Laura G. Knapp
Publisher : RTI Press
ISBN 13 : 1934831204
Total Pages : 124 pages
Book Rating : 4.9/5 (348 download)
Download or read book Leveraging Data for Student Success written by Laura G. Knapp and published by RTI Press. This book was released on 2016-09-29 with total page 124 pages. Available in PDF, EPUB and Kindle. Book excerpt: People providing services to schools, teachers, and students want to know whether these services are effective. With that knowledge, a project director can expand services that work well and adjust implementation of activities that are not working as expected. When finding that an innovative strategy benefits students, a project director might want to share that information with other service providers who could build upon that strategy. Some organizations that fund programs for students will want a report demonstrating the program’s success. Determining whether a program is effective requires expertise in data collection, study design, and analysis. Not all project directors have this expertise—they tend to be primarily focused on working with schools, teachers, and students to undertake program activities. Collecting and obtaining student-level data may not be a routine part of the program. This book provides an overview of the process for evaluating a program. It is not a detailed methodological text but focuses on awareness of the process. What do program directors need to know about data and data analysis to plan an evaluation or to communicate with an evaluator? Examples focus on supporting college and career readiness programs. Readers can apply these processes to other studies that include a data collection component.
Author : Sanjay Madria
Publisher : Springer Nature
ISBN 13 : 3030371883
Total Pages : 466 pages
Book Rating : 4.0/5 (33 download)
Download or read book Big Data Analytics written by Sanjay Madria and published by Springer Nature. This book was released on 2019-12-12 with total page 466 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 7th International Conference on Big Data analytics, BDA 2019, held in Ahmedabad, India, in December 2019. The 25 papers presented in this volume were carefully reviewed and selected from 53 submissions. The papers are organized in topical sections named: big data analytics: vision and perspectives; search and information extraction; predictive analytics in medical and agricultural domains; graph analytics; pattern mining; and machine learning.
Author : Copper Stoll
Publisher : Rowman & Littlefield
ISBN 13 : 147581562X
Total Pages : 257 pages
Book Rating : 4.4/5 (758 download)
Download or read book Re-Awakening the Learner written by Copper Stoll and published by Rowman & Littlefield. This book was released on 2015-10-22 with total page 257 pages. Available in PDF, EPUB and Kindle. Book excerpt: Transformation of public education requires the reawakening of the sleeping giant in the room: the learners. Students, teachers, and principals develop a system of personalized mastery that challenges the current system. Re-Awakening the Learner, Second Edition guides to just such a learning environment. Continua and tools describe and assist in the journey of teachers, teacher leaders, and principals in partnering with learners. Stakeholders identify a common moral purpose, create a culture of continuous improvement and commit to infusion of students in the learning in a learner improvement cycle. Common moral purpose is driven by beliefs and behaviors that support all learners to proficiency. These beliefs/behaviors include creating a school’s culture to be ready-to- change, trust one another to doubt current practices, and develop collective efficacy. This new culture supports the components of the learner improvement cycle (assessment, evaluation, planning, and learning) involving the learners in each step. Updates include tools and processes to assist the readers in implementation. Directions, templates, and examples assist in realizing the future of public education. Public schools must awaken to a new reality. Additional key features of this updated edition include: Explore a new model that empowers learners in their education Evolve through a developmental continua to becoming a personalized mastery system Determine the new skill and knowledge set needed to involve learners Utilize tools and processes that will partner with learners Ensure partnerships with learners through involvement in a new Learner Improvement Cycle Discover a methodology for inclusion of all stakeholders Hear the voices of stakeholders going through the process Diagnose school improvement through a gap analysis at the reader’s site
