- Руководства по пользованию программами
- Программирование
- Операционные системы и утилиты для ПК
- Интернет
- Графика. Дизайн. Проектирование
- Программы и утилиты для цифровых устройств
- Железо ПК
- Информатика
- Сети и коммуникации
- Бухгалтерия
- Анализ данных
- Электронная бухгалтерия
- Машинное обучение. Анализ данных
- Менеджмент в IT
Data Mining and Learning Analytics. Applications in Educational Research; John Wiley & Sons Limited
Цены
Последняя известная цена от 352 р. до 352 р. в 1 магазинах
Вы можете поискать его на других площадках:
Магазин | Цена | Наличие |
---|---|---|
Описание
Addresses the impacts of data mining on education and reviews applications in educational research teaching, and learning This book discusses the insights, challenges, issues, expectations, and practical implementation of data mining (DM) within educational mandates. Initial series of chapters offer a general overview of DM, Learning Analytics (LA), and data collection models in the context of educational research, while also defining and discussing data mining’s four guiding principles— prediction, clustering, rule association, and outlier detection. The next series of chapters showcase the pedagogical applications of Educational Data Mining (EDM) and feature case studies drawn from Business, Humanities, Health Sciences, Linguistics, and Physical Sciences education that serve to highlight the successes and some of the limitations of data mining research applications in educational settings. The remaining chapters focus exclusively on EDM’s emerging role in helping to advance educational research—from identifying at-risk students and closing socioeconomic gaps in achievement to aiding in teacher evaluation and facilitating peer conferencing. This book features contributions from international experts in a variety of fields. Includes case studies where data mining techniques have been effectively applied to advance teaching and learning Addresses applications of data mining in educational research, including: social networking and education; policy and legislation in the classroom; and identification of at-risk students Explores Massive Open Online Courses (MOOCs) to study the effectiveness of online networks in promoting learning and understanding the communication patterns among users and students Features supplementary resources including a primer on foundational aspects of educational mining and learning analytics Data Mining and Learning Analytics: Applications in Educational Research is written for both scientists in EDM and educators interested in using and integrating DM and LA to improve education and advance educational research.
Смотри также о книге.
О книге
Параметр | Значение |
---|---|
Автор(ы) | Группа авторов |
Издатель | John Wiley & Sons Limited |
ISBN | 978-1-118-99822-9 |
Отзывы (0)
Добавить отзыв
Книги: Базы данных John Wiley & Sons Limited
Категория 282 р. - 422 р.
Книги: Базы данных: другие издатели
- BHV
- Bhv-cпб
- Ingram
- John Wiley & Sons Limited
- Альпина Диджитал
- Астрель
- Бином
- БХВ
- БХВ-Петербург
- Вышэйшая школа
- Диалектика
- Директмедиа Паблишинг
- ДМК Пресс
- ДМК Пресс, ДМК Пресс
- ДМК-Пресс
- Издательская фирма "Физико-математическая литература"
- ИНФРА-М
- Лань
- Литрес
- Литрес Паблишинг
- Лори
- МГТУ им. Н. Э. Баумана (национальный исследовательский университет)
- Наука и Техника
- НИУ МГСУ
- НИЦ ИНФРА-М
- Новосибирский государственный технический университет
- ПИТЕР
- Прометей
- Русская редакция
- Символ-Плюс
- СПбГУ
- Флинта
- Форум
- Южный Федеральный Университет
- Юрайт