Titlebook: Web Technologies and Applications; 17th Asia-Pacific We Reynold Cheng,Bin Cui,Jia Xu Conference proceedings 2015 Springer International Pub

破裂

注視

灰姑娘

Radiculopathy

An Online Inference Algorithm for Labeled Latent Dirichlet Allocationpora and text streams. In this paper, we develop an efficient online algorithm for Labeled LDA, called .(online-LLDA). It is based on particle filter, a Sequential Monte Carlo approximation technique. Our experiments show that online-LLDA significantly outperforms batch algorithm(batch-LLDA) in time, while preserving equivalent quality.

Interim

START

An Online Inference Algorithm for Labeled Latent Dirichlet Allocationpora and text streams. In this paper, we develop an efficient online algorithm for Labeled LDA, called .(online-LLDA). It is based on particle filter, a Sequential Monte Carlo approximation technique. Our experiments show that online-LLDA significantly outperforms batch algorithm(batch-LLDA) in time, while preserving equivalent quality.

Euthyroid

An Ensemble Matchers Based Rank Aggregation Method for Taxonomy Matchingaxonomy matchers and generating an optimal taxonomy mapping. And we introduce TRA, a Threshold Rank Aggregation algorithm for this problem. Experimental results show that TRA outperforms state-of-the-art approaches regardless of domains and scales of taxonomies, which demonstrates that TRA performs good adaptability to taxonomy matching.

Cognizance

Distributed XML Twig Query Processing Using MapReducere no knowledge of query pattern; twig queries can be efficiently processed in a single-round MapReduce job with good scalability. Extensive experiments are conducted to verify the efficiency and scalability of our algorithms.

豐滿中國

消毒

Sentiment Word Identification with Sentiment Contextual Factorsnstead of seed words, we exploit sentiment matching and sentiment consistency for modeling. Extensive experimental studies on three real-world datasets demonstrate that our models outperform the state-of-the-art approaches.