DocumentCode
1708505
Title
MatchMaker: A friend recommendation system through TV character matching
Author
Bian, Li ; Holtzman, Henry ; Huynh, Tuan ; Montpetit, Marie-Jose
Author_Institution
Media Lab., Massachusetts Inst. of Technol., Cambridge, MA, USA
fYear
2012
Firstpage
714
Lastpage
718
Abstract
MatchMaker is an automated collaborative filtering system that recommends friends to people on Facebook by analyzing and matching people´s online profile with the profiles of TV characters. The goal of MatchMaker is to produce friend recommendations with rich contextual information through collaborative filtering in the existing social network. Using relationships in TV programs as a parallel comparison matrix, MatchMaker projects these relationships into reality to help people find friends whose personality and characteristics have been voted to suit them well by their social network. MatchMaker also encourages more TV content viewing by using the social network context and connections to provoke people´s curiosity of TV characters whom they have been matched with in their social network.
Keywords
collaborative filtering; recommender systems; social networking (online); Facebook; MatchMaker; TV character matching; TV content viewing; TV programs; automated collaborative filtering system; contextual information; friend recommendation system; people online profile analysis; people online profile matching; social network; Androids; Databases; Facebook; Filtering; Layout; TV; Collaboratie filtering; Friend recommendation; Mobile devices; Reality projection; Social TV; Social network;
fLanguage
English
Publisher
ieee
Conference_Titel
Consumer Communications and Networking Conference (CCNC), 2012 IEEE
Conference_Location
Las Vegas, NV
Print_ISBN
978-1-4577-2070-3
Type
conf
DOI
10.1109/CCNC.2012.6180983
Filename
6180983
Link To Document