Discovering and learning sensational episodes of news events

Xiang Ao, Ping Luo, Chengkai Li, Fuzhen Zhuang, Qing He, Zhongzhi Shi
2014 Proceedings of the 23rd International Conference on World Wide Web - WWW '14 Companion  
Dataset interlinking is a great important problem in Linked Data. We consider this problem from the perspective of information retrieval in this paper, thus propose a learning to rank based framework, which combines various similarity measures to retrieve the relevant datasets for a given dataset. Specifically, inspired by the idea of collaborative filtering, an effective similarity measure called collaborative similarity is proposed. Experimental results show that the collaborative similarity
more » ... easure is effective for dataset interlinking, and the learning to rank based framework can significantly increase the performance.
doi:10.1145/2567948.2577290 dblp:conf/www/AoLLZHS14 fatcat:f5zcqnjmnneedalfit2qksaml4