Название: Database Systems for Advanced Applications: DASFAA 2018 International Workshops: BDMS, BDQM, GDMA, and SeCoP, Gold Coast, QLD, Australia, May 21-24, 2018 Автор: Chengfei Liu (et al.) Издательство: Springer International Publishing Год: 2018 ISBN: 9783319914541; 3319914545 Серия: Lecture Notes in Computer Science (Book 10829) Формат: pdf Страниц: 282 Размер: 11,5 mb Язык: English
The 23 full papers presented were carefully selected and reviewed from 44 submissions to the four following workshops: the 5th International Workshop on Big Data Management and Service, BDMS 2018; the Third International Workshop on Big Data Quality Management, BDQM 2018; the Second International Workshop on Graph Data Management and Analysis, GDMA 2018; and the 5th International Workshop on Semantic Computing and Personalization, SeCoP 2018.
Convolutional Neural Networks for Text Classification with Multi-size Convolution and Multi-type Pooling Liang, Tao (et al.) Pages 3-12
Schema-Driven Performance Evaluation for Highly Concurrent Scenarios Zhang, Jingwei (et al.) Pages 13-23
Time-Based Trajectory Data Partitioning for Efficient Range Query Yue, Zhongwei (et al.) Pages 24-35
Evaluating Review’s Quality Based on Review Content and Reviewer’s Expertise Zhang, Ju (et al.) Pages 36-47
Tensor Factorization Based POI Category Inference He, Yunyu (et al.) Pages 48-63
ALO-DM: A Smart Approach Based on Ant Lion Optimizer with Differential Mutation Operator in Big Data Analytics Hu, Peng (et al.) Pages 64-73
A High Precision Recommendation Algorithm Based on Combination Features Hu, Xinhui (et al.) Pages 74-86
Secure Computation of Pearson Correlation Coefficients for High-Quality Data Analytics Hong, Sun-Kyong (et al.) Pages 89-98
Enabling Temporal Reasoning for Fact Statements: A Web-Based Approach Hou, Boyi (et al.) Pages 99-107
Time Series Cleaning Under Variance Constraints Yin, Wei (et al.) Pages 108-113
Entity Resolution in Big Data Era: Challenges and Applications Li, Lingli Pages 114-117
Filtering Techniques for Regular Expression Matching in Strings Qiu, Tao (et al.) Pages 118-122
Extracting Schemas from Large Graphs with Utility Function and Parallelization Sekine, Yoshiki (et al.) Pages 125-140
FedQL: A Framework for Federated Queries Processing on RDF Stream and Relational Data Rao, Guozheng (et al.) Pages 141-155
A Comprehensive Study for Essentiality of Graph Based Distributed SPARQL Query Processing Yasin, Muhammad Qasim (et al.) Pages 156-170
Developing Knowledge-Based Systems Using Data Mining Techniques for Advising Secondary School Students in Field of Interest Selection Yitagesu, Sofonias (et al.) Pages 171-183
Template-Based SPARQL Query and Visualization on Knowledge Graphs Wang, Xin (et al.) Pages 184-200
A Corpus-Based Study on Collocation and Semantic Prosody in China’s English Media: The Case of the Verbs of Publicity Huang, Qunying (et al.) Pages 203-217
Location Dependent Information System’s Queries for Mobile Environment Gupta, Ajay K. (et al.) Pages 218-226
Shapelets-Based Intrusion Detection for Protection Traffic Flooding Attacks Kim, Yunbin (et al.) Pages 227-238
Tuple Reconstruction Er, Ngurah Agus Sanjaya (et al.) Pages 239-254
A Cost-Sensitive Loss Function for Machine Learning Chen, Shihong (et al.) Pages 255-268
Top-N Trustee Recommendation with Binary User Trust Feedback Xu, Ke (et al.) Pages 269-279
Название: Database Systems for Advanced Applications: DASFAA 2018 International Workshops: BDMS, BDQM, GDMA, and SeCoP, Gold Coast, QLD, Australia, May 21-24, 2018