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Computing / Collective intelligence / Human–computer interaction / User interface techniques / Recommender system / Collaborative filtering / Cold start / Personalization / Geosocial networking / Information science / Software / Information retrieval


Location-based and Preference-Aware Recommendation Using Sparse Geo-Social Networking Data Jie Bao1 ∗ 1 Yu Zheng2
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Document Date: 2012-09-20 19:04:08


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File Size: 1,33 MB

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City

Chinatown / New York / Beijing / Los Angeles / home city / New York City / querying city / /

Company

E. Cho S.A. / Location-Based Social Networks / Intel / /

Country

United States / /

Currency

USD / /

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Event

Product Recall / Product Issues / /

Facility

Chinese restaurant / University Ours PCF Precision Users / Italian restaurant / University of Minnesota / /

IndustryTerm

proposed candidate selection algorithm / similarity computing operations / average online efficiency / online recommendation / online user behavior / online recommendation scenario / recommendation systems / baseline solutions / food hunters / online recommendation part / candidate selection algorithm / long-distance travel / travel sequences / recommender systems / travel recommendations / mean food / generic location recommendation systems / social networking services / association rule mining technique / food / collaborative social networking service / wireless communication technologies / online part / user similarity computing / online recommendations / collaborative filtering-based location recommender systems / Web personalization expert / personalized recommendation systems / travel expert / travel routes / online recommendation process / online selection / social networks / computing / social network / candidate select algorithm / preference-aware candidate selection algorithm / /

OperatingSystem

Windows 7 / /

Organization

National Science Foundation / IDF / University of Minnesota / Minneapolis / VLDB Endowment / US Federal Reserve / Department of Computer Science & Engineering / Ubiquitous Intelligence / /

Person

Mohamed Sarwat / G. Cong / Chi-Yin Chow / J. Levandoski / X. Cao / Selection / Mohamed F. Mokbel / Jie Bao / Justin Levandoski / C.S. Jensen / Ahmed Eldawy / /

Position

travel guide / first author / author / model each category group / Candidate / Cao / /

Product

MBR Spatial Range Location Recommender Spatial Range Precision / criteria / method increases / precision+ / /

ProvinceOrState

New Jersey / Louisiana / /

PublishedMedium

Journal of the ACM / Communications of the ACM / /

Technology

RAM / proposed candidate selection algorithm / API / GPS / mobile devices / ISDN / later preference-aware candidate selection algorithm / Xeon CPU 2.80GHz processor / candidate selection algorithm / wireless communication technologies / candidate select algorithm / preference-aware candidate selection algorithm / /

SocialTag