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Exploiting Place Features in Link Prediction on Location-based Social Networks Salvatore Scellato Computer Laboratory University of Cambridge
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Document Date: 2011-05-30 16:22:10


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File Size: 654,51 KB

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City

San Francisco / New York / San Diego / /

Company

Data Management Systems / McGraw-Hill Companies / Facebook / Morgan Kaufmann Publishers Inc. / Carrier / N. Eagle A. S. / /

Country

United States / /

Currency

USD / /

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Event

Product Issues / Product Recall / /

Facility

Location-based Social Networks Salvatore Scellato Computer Laboratory University / Anastasios Noulas Computer Laboratory University / Cecilia Mascolo Computer Laboratory University / /

IndustryTerm

realworld link recommendation systems / Link prediction systems / machine learning algorithms / relative social network / location-based social network / search complexity / social services / Reality mining / location-based services / location-based social networks / latter algorithm / prediction systems / social systems / location-based social networking service / online location-based service / social networks / social network / real link prediction systems / real-world systems / similar services / large-scale online service / online social services / /

NaturalFeature

Random forests / /

Organization

Social Networks Salvatore Scellato Computer Laboratory University of Cambridge / Focused Organization of Social Ties / Decision Tree Ensemble / University of Cambridge / /

Person

Ilias Leontiadis / Charalampos Rotsos / Cecilia Mascolo / Anastasios Noulas / /

Position

General / /

Product

Gowalla is a location-based social networking service created in 2008 / 0.92 0.95 0.98 0.63 0.86 0.90 0.01 0.01 0.04 / Receiver-Operating / Gowalla / /

ProvinceOrState

New York / California / /

PublishedMedium

Physica A / Machine Learning / The American Journal of Sociology / /

Technology

machine learning algorithms / latter algorithm / mobile phones / Machine Learning / two algorithms / cellular telephone / 5.2 Prediction algorithm / 8 1.0 Algorithm / supervised algorithm / http / Data mining / /

URL

http /

SocialTag