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Database Systems for Advanced Applications

DASFAA 2018 International Workshops: BDMS, BDQM, GDMA, and SeCoP, Gold Coast, QLD, Australia, May 21-24, 2018, Proceedings

  • Conference proceedings
  • © 2018

Overview

Editors:
  1. Chengfei Liu

    1. Swinburne University of Technology, Hawthorn, Australia

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  2. Lei Zou

    1. Peking University, Beijing, China

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  3. Jianxin Li

    1. University of Western Australia, Crawley, Australia

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 10829)

Part of the book sub series: Information Systems and Applications, incl. Internet/Web, and HCI (LNISA)

Included in the following conference series:

Conference proceedings info: DASFAA 2018.

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Table of contents (24 papers)

  1. Front Matter

    Pages I-XV
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  2. The 5th International Workshop on Big Data Management and Service (BDMS 2018)

    1. Front Matter

      Pages 1-1
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    2. Convolutional Neural Networks for Text Classification with Multi-size Convolution and Multi-type Pooling

      • Tao Liang, Guowu Yang, Fengmao Lv, Juliang Zhang, Zhantao Cao, Qing Li
      Pages 3-12

    3. Schema-Driven Performance Evaluation for Highly Concurrent Scenarios

      • Jingwei Zhang, Li Feng, Qing Yang, Yuming Lin
      Pages 13-23

    4. Time-Based Trajectory Data Partitioning for Efficient Range Query

      • Zhongwei Yue, Jingwei Zhang, Huibing Zhang, Qing Yang
      Pages 24-35

    5. Evaluating Review’s Quality Based on Review Content and Reviewer’s Expertise

      • Ju Zhang, Yuming Lin, Taoyi Huang, You Li
      Pages 36-47

    6. Tensor Factorization Based POI Category Inference

      • Yunyu He, Hongwei Peng, Yuanyuan Jin, Jiangtao Wang, Patrick C. K. Hung
      Pages 48-63

    7. ALO-DM: A Smart Approach Based on Ant Lion Optimizer with Differential Mutation Operator in Big Data Analytics

      • Peng Hu, Yongli Wang, Hening Wang, Ruxin Zhao, Chi Yuan, Yi Zheng et al.
      Pages 64-73

    8. A High Precision Recommendation Algorithm Based on Combination Features

      • Xinhui Hu, Qizhi Liu, Lun Li, Peizhang Liu
      Pages 74-86

  3. The 3rd Workshop on Big Data Quality Management (BDQM 2018)

    1. Front Matter

      Pages 87-87
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    2. Secure Computation of Pearson Correlation Coefficients for High-Quality Data Analytics

      • Sun-Kyong Hong, Myeong-Seon Gil, Yang-Sae Moon
      Pages 89-98

    3. Enabling Temporal Reasoning for Fact Statements: A Web-Based Approach

      • Boyi Hou, Youcef Nafa
      Pages 99-107

    4. Time Series Cleaning Under Variance Constraints

      • Wei Yin, Tianbai Yue, Hongzhi Wang, Yanhao Huang, Yaping Li
      Pages 108-113

    5. Entity Resolution in Big Data Era: Challenges and Applications

      • Lingli Li
      Pages 114-117

    6. Filtering Techniques for Regular Expression Matching in Strings

      • Tao Qiu, Xiaochun Yang, Bin Wang
      Pages 118-122

  4. The 2nd International Workshop on Graph Data Management and Analysis (GDMA 2018)

    1. Front Matter

      Pages 123-123
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    2. Extracting Schemas from Large Graphs with Utility Function and Parallelization

      • Yoshiki Sekine, Nobutaka Suzuki
      Pages 125-140

    3. FedQL: A Framework for Federated Queries Processing on RDF Stream and Relational Data

      • Guozheng Rao, Bo Zhao, Xiaowang Zhang, Zhiyong Feng
      Pages 141-155

    4. A Comprehensive Study for Essentiality of Graph Based Distributed SPARQL Query Processing

      • Muhammad Qasim Yasin, Xiaowang Zhang, Rafiul Haq, Zhiyong Feng, Sofonias Yitagesu
      Pages 156-170

    5. Developing Knowledge-Based Systems Using Data Mining Techniques for Advising Secondary School Students in Field of Interest Selection

      • Sofonias Yitagesu, Zhiyong Feng, Million Meshesha, Getachew Mekuria, Muhammad Qasim Yasin
      Pages 171-183
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Other volumes

  1. Database Systems for Advanced Applications

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About this book

This book constitutes the workshop proceedings of the 23rd International Conference on Database Systems for Advanced Applications, DASFAA 2018, held in Gold Coast, QLD, Australia, in May 2018. 

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.

Editors and Affiliations

  • Swinburne University of Technology, Hawthorn, Australia

    Chengfei Liu

  • Peking University, Beijing, China

    Lei Zou

  • University of Western Australia, Crawley, Australia

    Jianxin Li

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