IP geolocation databases map IP addresses to their geographical locations. These databases are important for several applications such as local search engine relevance, credit car...
A network with n nodes contains O(n2 ) possible links. Even for networks of modest size, it is often difficult to evaluate all pairwise possibilities for links in a meaningful wa...
Demographic attributes play an important role in retail market to characterize different types of users. Such signals however are often only available for a small fraction of use...
Pengfei Wang, Jiafeng Guo, Yanyan Lan, Jun Xu, Xue...
Entity ranking, i.e., successfully positioning a relevant entity at the top of the ranking for a given query, is inherently difficult due to the potential mismatch between the en...
David Graus, Manos Tsagkias, Wouter Weerkamp, Edga...
Language change and innovation is constant in online and offline communication, and has led to new words entering people’s lexicon and even entering modern day dictionaries, wit...
Entity search over text corpora is not geared for relationship queries where answers are tuples of related entities and where a query often requires joining cues from multiple doc...
Mohamed Yahya, Denilson Barbosa, Klaus Berberich, ...
Factorization Machines offer good performance and useful embeddings of data. However, they are costly to scale to large amounts of data and large numbers of features. In this pap...
Mu Li, Ziqi Liu, Alexander J. Smola, Yu-Xiang Wang