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A rigorous and comprehensive textbook covering the major approaches to knowledge graphs, an active and interdisciplinary area within artificial intelligence. The field of knowledge graphs, which allows us to model, process, and derive insights from complex real-world data, has emerged as an active and interdisciplinary area of artificial intelligence over the last decade, drawing on such fields as natural language processing, data mining, and the semantic web. Current projects involve predicting cyberattacks, recommending products, and even gleaning insights from thousands of papers on COVID-19. This textbook offers rigorous and comprehensive coverage of the field. It focuses systematically on the major approaches, both those that have stood the test of time and the latest deep learning methods.
This book introduces the concept of a hypothetical type of knowledge construction -- referred to as structural knowledge -- that goes beyond traditional forms of information recall to provide the bases for knowledge application. Assuming that the validity of the concept is accepted, the volume functions as a handbook for supporting the assessment and use of structural knowledge in learning and instructional settings. It's descriptions are direct and short, and its structure is consistent. Almost all of the chapters describe a technique for representing and assessing structural knowledge acquisition, conveying knowledge structures through direct instruction, or providing learners with strategies that they may use to acquire structural knowledge. These chapters include the following sections in the same sequence: * description of the technique and its theoretical or conceptual rationale * examples and applications * procedures for development and use * effectiveness -- learner interactions and differences, and advantages and disadvantages * references to the literature. The chapters are structured to facilitate access to information as well as to illuminate comparisons and contrasts among the techniques.
Singing Times Tables Book 1 uses raps, rhymes, actions, and activities to transform learning the times tables by rote. For times tables with a special x factor, these contemporary, cool songs are the place for kids to start.
Numerous scholars, in particular anthropologists, historians, economists, linguists, and biologists, have, over the last few years, studied forms of knowledge and use of nature, and of the ways nature can be protected and conserved. Some of the most prominent scholars have come together in this volume to reflect on what has been achieved so far, to compare the work carried out in the past, to discuss the problems that have emerged from different research projects, and to map out the way forward.
All of us are exposed to graphic means of communication on a daily basis. Our life seems flooded with lists, tables, charts, diagrams, models, maps, and forms of notation. Although we now take such devices for granted, their role in the codification and transmission of knowledge evolved within historical contexts where they performed particular tasks. The medieval and early modern periods stand as a formative era during which visual structures, both mental and material, increasingly shaped and systematized knowledge. Yet these periods have been sidelined as theorists interested in the epistemic potential of visual strategies have privileged the modern natural sciences. This volume expands the field of research by focusing on the relationship between the arts of memory and modes of graphic mediation through the sixteenth century. Chapters encompass Christian (Greek as well as Latin) production, Jewish (Hebrew) traditions, and the transfer of Arabic learning. The linked essays anthologized here consider the generative power of schemata, cartographic representation, and even the layout of text: more than merely compiling information, visual arrangements formalize abstract concepts, provide grids through which to process data, set in motion analytic operations that give rise to new ideas, and create interpretive frameworks for understanding the world.
Blueprints is the number one resource series for teachers and schools that offers complete curriculum coverage, excellent photocopiable material and unbeatable value. The books have extensive coverage of core and foundation subjects for National Curriculum and other UK curricula and are written specifically for the key stage you teach.
"Organised into 21 independent modules covering number concepts and systems, the four number operations and pre-algebra, the book provides models for pupils' learning as well as seeking to develop the reader's own understanding of the subject"--Back cover.
The Mighty Multiples Times Table Challenge makes learning the times tables fun, interactive and practical! The activities engage children in their learning using a visual, auditory, kinaesthetic approach to learning the times tables. The integral problem solving ensures children learn to use and apply their times tables in real life situations.
As a result of the COVID-19 pandemic, most schools had to suddenly shift from traditional face-to-face courses to blended, synchronous, and asynchronous instructional environments. The impact upon the immediacy of remote learning was overwhelming to many faculty, instructional facilitators, teachers, and trainers. Many faculty and trainers have experience with the analysis, design, development, implementation, and evaluation of online and blended learning environments, while many faculty and trainers also do not have this knowledge nor experience. As such, the collegial workspace has developed into a collaborative work environment wherein the faculty are helping faculty, partially because the instructional designer staff and learning advisors are overwhelmed with the number of course projects that must be moved from traditional face-to-face course environments into an online environment within a short period of time. The faculty are helping each other make this move, offering course design and development support and also instructional tips and tricks that will support successful blended and online experiences that enhance learning outcomes. Shifting to Online Learning Through Faculty Collaborative Support focuses on supporting and enhancing blended and distance learning course design and development, successful tips for course design and teaching, techniques for online learning, and embracing collegial mentorship and facilitative support for course and faculty success. This book highlights the strength of collegial bonds while discussing tools, methods, procedural efforts, styles of engagement, learning theories, assessment efforts, and even social learning engagement implementations in online learning. It provides information and lessons and embraces a long-term approach towards understanding institutional impact and collegial support. This book is valuable for school administrators, teachers, course designers, instructional designers, school faculty, business and administrative leadership, practitioners, stakeholders, researchers, academicians, and students interested in how faculty collaborative support is playing a critical role in improving and developing successful online learning.