SpringerBriefs in Electrical and Computer Engineering,
شاپا ي ISSN فروست
2191-8112
یادداشتهای مربوط به مندرجات
متن يادداشت
Introduction -- Recommender Systems -- Online Social Networks -- Location-based Social Networks -- Framework -- Algorithms -- Comparison -- Real Geo-social Recommender Systems -- Conclusions
بدون عنوان
0
یادداشتهای مربوط به خلاصه یا چکیده
متن يادداشت
Online social networks collect information from users' social contacts and their daily interactions (co-tagging of photos, co-rating of products etc.) to provide them with recommendations of new products or friends.Lately, technological progressions in mobile devices (i.e. smart phones) enabled the incorporation of geo-location data in the traditional web-based online social networks, bringing the new era of Social and Mobile Web. The goal of this book is to bring together important research in a new family of recommender systems aimed at serving Location-based Social Networks (LBSNs). The chapters introduce a wide variety of recent approaches, from the most basic to the state-of-the-art, for providing recommendations in LBSNs. The book is organized into three parts. Part 1 provides introductory material on recommender systems, online social networks and LBSNs. Part 2 presents a wide variety of recommendation algorithms, ranging from basic to cutting edge, as well as a comparison of the characteristics of these recommender systems. Part 3 provides a step-by-step case study on the technical aspects of deploying and evaluating a real-world LBSN, which provides location, activity and friend recommendations. The material covered in the book is intended for graduate students, teachers, researchers, and practitioners in the areas of web data mining, information retrieval, and machine learning
ویراست دیگر از اثر در قالب دیگر رسانه
عنوان
Recommender systems for location-based social networks
شماره استاندارد بين المللي کتاب و موسيقي
1493902857
موضوع (اسم عام یاعبارت اسمی عام)
موضوع مستند نشده
Online social networks.
موضوع مستند نشده
Recommender systems (Information filtering)
مقوله موضوعی
موضوع مستند نشده
COM-- 000000
رده بندی ديویی
شماره
006
.
4
ويراست
23
رده بندی کنگره
شماره رده
QA76
.
9
.
I58
نام شخص به منزله سر شناسه - (مسئولیت معنوی درجه اول )