Towards Decentralized Recommender Systems 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024

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Cai-Nicolas Ziegler 作者

VDM Verlag Dr. Mueller e.K.

譯者

2008.05 出版日期

160 頁數

$76 價格

Paperback

叢書系列

9783639011494 圖書編碼

Towards Decentralized Recommender Systems 在線電子書圖書標籤: recommender RecommendationSystem 數據挖掘數學 systems

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發表於2024-09-18

Towards Decentralized Recommender Systems 在線電子書 epub 下載 mobi 下載 pdf 下載 txt 下載 2024

Towards Decentralized Recommender Systems 在線電子書 epub 下載 pdf 下載 mobi 下載 txt 下載 2024

Towards Decentralized Recommender Systems 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024

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Towards Decentralized Recommender Systems 在線電子書著者簡介

作者曾是GroupLens(http://www.grouplens.org/)的研究成員，2005年博士畢業，論文題目就是"Towards Decentralized Recommender Systems"。從頁數來看，這本書應該就是這篇論文，可以直接下載 http://www.informatik.uni-freiburg.de/~cziegler/papers/A4-Thesis.pdf

Towards Decentralized Recommender Systems 在線電子書著者簡介

Towards Decentralized Recommender Systems 在線電子書 pdf 下載 txt下載 epub 下載 mobi 在線電子書下載

Towards Decentralized Recommender Systems 在線電子書圖書描述

Automated recommender systems make product suggestions that are tailored to the individual needs of the user and represent powerful means to combat information glut. However, their practical applicability has been largely confined to scenarios where information relevant for recommendation making is kept in one single, authoritative node. Recently, novel distributed infrastructures are emerging, e.g., peer-to-peer networks and the Semantic Web, which could likewise benefit from recommender system services, leading to a paradigm shift towards decentralized recommender systems. In this book, we investigate the challenges that decentralized recommenders bring up and propose techniques to cope with those issues. The spectrum ranges from the use of product classification taxonomies, alleviating the sparsity problem, to trust propagation mechanisms designed to address the scalability issue. Empirical investigations on the correlation of interpersonal trust and interest similarity provide the component glue that melds these results. The book is geared towards academic readers and practitioners alike, with a focus on both implementable algorithms as well as new socio-psychological insights.

Towards Decentralized Recommender Systems 在線電子書下載 mobi epub pdf txt 在線電子書下載

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