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WSDM
2016
ACM
57views Data Mining» more  WSDM 2016»
8 years 8 months ago
Improving IP Geolocation using Query Logs
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...
Ovidiu Dan, Vaibhav Parikh, Brian D. Davison 0001
WSDM
2016
ACM
57views Data Mining» more  WSDM 2016»
8 years 8 months ago
Scaling up Link Prediction with Ensembles
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...
Liang Duan, Charu Aggarwal, Shuai Ma, Renjun Hu, J...
WSDM
2016
ACM
62views Data Mining» more  WSDM 2016»
8 years 8 months ago
Your Cart tells You: Inferring Demographic Attributes from Purchase Data
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...
WSDM
2016
ACM
51views Data Mining» more  WSDM 2016»
8 years 8 months ago
Dynamic Collective Entity Representations for Entity Ranking
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...
WSDM
2016
ACM
78views Data Mining» more  WSDM 2016»
8 years 8 months ago
Beyond Ranking: Optimizing Whole-Page Presentation
Yue Wang, Dawei Yin, Luo Jie, Pengyuan Wang, Makot...
WSDM
2016
ACM
45views Data Mining» more  WSDM 2016»
8 years 8 months ago
Towards Modelling Language Innovation Acceptance in Online Social Networks
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...
Daniel Kershaw, Matthew Rowe, Patrick Stacey
WSDM
2016
ACM
54views Data Mining» more  WSDM 2016»
8 years 8 months ago
Relationship Queries on Extended Knowledge Graphs
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, ...
WSDM
2016
ACM
103views Data Mining» more  WSDM 2016»
8 years 8 months ago
DiFacto: Distributed Factorization Machines
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
WSDM
2016
ACM
79views Data Mining» more  WSDM 2016»
8 years 8 months ago
Term-by-Term Query Auto-Completion for Mobile Search
Saúl Vargas, Roi Blanco, Peter Mika