Social Web Artifacts for Boosting Recommenders: Theory and ImplementationКНИГИ » СЕТЕВЫЕ ТЕХНОЛОГИИ
Название: Social Web Artifacts for Boosting Recommenders: Theory and Implementation Автор: Cai-Nicolas Ziegler Издательство: Springer Год: 2013 Формат: PDF, EPUB Размер: 11 Мб Язык: английский / English
Recommender systems, software programs that learn from human behavior and make predictions of what products we are expected to appreciate and purchase, have become an integral part of our everyday life. They proliferate across electronic commerce around the globe and exist for virtually all sorts of consumable goods, such as books, movies, music, or clothes.
At the same time, a new evolution on the Web has started to take shape, commonly known as the “Web 2.0” or the “Social Web”: Consumer-generated media has become rife, social networks have emerged and are pulling significant shares of Web traffic. In line with these developments, novel information and knowledge artifacts have become readily available on the Web, created by the collective effort of millions of people.
This textbook presents approaches to exploit the new Social Web fountain of knowledge, zeroing in first and foremost on two of those information artifacts, namely classification taxonomies and trust networks. These two are used to improve the performance of product-focused recommender systems: While classification taxonomies are appropriate means to fight the sparsity problem prevalent in many productive recommender systems, interpersonal trust ties – when used as proxies for interest similarity – are able to mitigate the recommenders' scalability problem.
Уважаемый посетитель, Вы зашли на сайт как незарегистрированный пользователь.
С этой публикацией часто скачивают:
Social Media Data Mining and Analytics Название: Social Media Data Mining and Analytics Автор: Gabor Szabo Издательство: Wiley Год: 2018 Страниц: 352 Формат: True PDF Размер: 30 Mb Язык:...
Social Psychology of Consumer Behavior Название: Social Psychology of Consumer Behavior Автор: Michaela Wanke Издательство: Psychology Press Год: 2008 Формат: pdf Страниц: 408 Размер: 7 MB...
Graph-Based Social Media Analysis Название: Graph-Based Social Media Analysis Автор: Ioannis Pitas Издательство: CRC Press Год: 2015 Формат: PDF Размер: 25 Мб Язык: английский /...
Big Data in Complex and Social Networks Название: Big Data in Complex and Social Networks Автор: My T. Thai and Weili Wu Издательство: CRC Press Год: 2016 Формат: PDF Размер: 14 Мб Язык:...
Навигация
Вход на сайт
Реклама
Social Web Artifacts for Boosting Recommenders: Theory and Implementation 
