Large-Scale Parallel Matching of Social Network Profiles

A profile matching algorithm takes as input a user profile of one social network and returns, if existing, the profile of the same person in another social network. Such methods have immediate applications in Internet marketing, search, security, and a number of other domains, which is why this topic saw a recent surge in popularity.

[1]  Hang Li Learning to Rank , 2017, Encyclopedia of Machine Learning and Data Mining.

[2]  I. Veldman Matching profiles from social network sites : similarity calculations with social network support , 2009 .

[3]  Christopher Krügel,et al.  A Practical Attack to De-anonymize Social Network Users , 2010, 2010 IEEE Symposium on Security and Privacy.

[4]  Klaus U. Schulz,et al.  Fast string correction with Levenshtein automata , 2002, International Journal on Document Analysis and Recognition.

[5]  Victoria Meyer,et al.  Linguistic Identity Matching , 2013, Springer Fachmedien Wiesbaden.

[6]  Virgílio A. F. Almeida,et al.  Studying User Footprints in Different Online Social Networks , 2012, 2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining.

[7]  Richard Chbeir,et al.  User Profile Matching in Social Networks , 2010, 2010 13th International Conference on Network-Based Information Systems.

[8]  Ricardo A. Baeza-Yates,et al.  Matchsimile: a Flexible Approximate Matching Tool for Searching Proper Name , 2003, J. Assoc. Inf. Sci. Technol..

[9]  Robin Sommer,et al.  Large‐scale Correlation of Accounts across Social Networks , .

[10]  Leonid Boytsov,et al.  Indexing methods for approximate dictionary searching: Comparative analysis , 2011, JEAL.

[11]  Anupam Joshi,et al.  @i seek 'fb.me': identifying users across multiple online social networks , 2013, WWW.

[12]  Christopher Krügel,et al.  Abusing Social Networks for Automated User Profiling , 2010, RAID.

[13]  Bartunov Sergey,et al.  Joint Link-Attribute User Identity Resolution in Online Social Networks , 2012 .

[14]  Vitaly Shmatikov,et al.  De-anonymizing Social Networks , 2009, 2009 30th IEEE Symposium on Security and Privacy.