Database Systems for Advanced Applications. DASFAA 2020 International Workshops: BDMS, SeCoP, BDQM, GDMA, and AIDE, Jeju, South Korea, September 24–27, 2020, Proceedings

✍ Scribed by Yunmook Nah, Chulyun Kim, Seon-Young Kim, Yang-Sae Moon, Steven Euijong Whang

• Publisher: Springer International Publishing;Springer
• Year: 2020
• Tongue: English
• Leaves: 296
• Series: Lecture Notes in Computer Science 12115
• Edition: 1st ed.
• Category: Library

✦ Synopsis

The LNCS 12115 constitutes the workshop papers which were held also online in conjunction with the 25th International Conference on Database Systems for Advanced Applications in September 2020.

The complete conference includes 119 full papers presented together with 19 short papers plus 15 demo papers and 4 industrial papers in this volume were carefully reviewed and selected from a total of 487 submissions.

DASFAA 2020 presents this year following five workshops:

• The 7th International Workshop on Big Data Management and Service (BDMS 2020)
The 6th International Symposium on Semantic Computing and Personalization (SeCoP 2020)
• The 5th Big Data Quality Management (BDQM 2020)
• The 4th International Workshop on Graph Data Management and Analysis (GDMA 2020)
• The 1st International Workshop on Artificial Intelligence for Data Engineering (AIDE 2020)

✦ Table of Contents

Front Matter ....Pages i-xv
Low Rank Communication for Federated Learning (Huachi Zhou, Junhong Cheng, Xiangfeng Wang, Bo Jin)....Pages 1-16
Question Answering over Knowledge Base with Symmetric Complementary Attention (Yingjiao Wu, Xiaofeng He)....Pages 17-31
Supervised Learning for Human Action Recognition from Multiple Kinects (Hao Wang, Christel Dartigues-Pallez, Michel Riveill)....Pages 32-46
Discovery of Chasing Patterns in Trajectory Data (Huaqing Wu, Weizhuo He, Qizhi Liu, Yu Yang)....Pages 47-59
A Cloud-Based Platform for ECG Monitoring and Early Warning Using Big Data and Artificial Intelligence Technologies (Chunjie Zhou, Ali Li, Zhiwang Zhang, Zhenxing Zhang, Haiping Qu)....Pages 60-72
What Are MOOCs Learners’ Concerns? Text Analysis of Reviews for Computer Science Courses (Xieling Chen, Di Zou, Haoran Xie, Gary Cheng)....Pages 73-79
A New Context-Aware Method Based on Hybrid Ranking for Community-Oriented Lexical Simplification (Jiayin Song, Jingyue Hu, Leung-Pun Wong, Lap-Kei Lee, Tianyong Hao)....Pages 80-92
Two-Level Convolutional Neural Network for Aspect Extraction (Jialin Wu, Yi Cai, Qingbao Huang, Jingyun Xu, Raymond Chi-Wing Wong, Jian Chen)....Pages 93-105
Leveraging Statistic and Semantic Features for Similar Question Detection Using Fusion XGBoost (Siyuan Liao, Leung-Pun Wong, Lap-Kei Lee, Oliver Au, Tianyong Hao)....Pages 106-120
Core Research Topics of Studies on Personalized Feedback in the Past Four Decades (Xieling Chen, Di Zou, Gary Cheng, Haoran Xie, Fu Lee Wang, Leung Pun Wong)....Pages 121-130
Maintenance Method of Logistics Vehicle Based on Data Science and Quality (Yu Ping Peng, Shih Chieh Cheng, Yu Tsung Huang, Jun Der Leu)....Pages 131-145
An Efficient and Metadata-Aware Big Data Storage Architecture (Rize Jin, Joon-Young Paik, Yenewondim Biadgie)....Pages 146-152
Kernel Design of Intelligent Historical Database for Multi-objective Combustion Optimization (Wei Zheng, Chao Wang)....Pages 153-163
Threshold Functional Dependencies for Time Series Data (Mingyue Ji, Xiukun Wei, Dongjing Miao)....Pages 164-174
A Survey on Modularization of Chatbot Conversational Systems (Xinzhi Zhang, Shiyulong He, Zhenfei Huang, Ao Zhang)....Pages 175-189
A Long Short-Term Memory Neural Network Model for Predicting Air Pollution Index Based on Popular Learning (Hong Fang, Yibo Feng, Lan Zhang, Ming Su, Hairong Yang)....Pages 190-199
Domain Ontology Construction for Intelligent Anti-Telephone-Fraud Applications (Shiqi Deng, Zhen Zhang, Liang Hong)....Pages 200-210
Improving Gaussian Embedding for Extracting Local Semantic Connectivity in Networks (Chu Zheng, Peiyun Wu, Xiaowang Zhang)....Pages 211-224
A Novel Shilling Attack Detection Method Based on T-Distribution over the Dynamic Time Intervals (Wanqiao Yuan, Yingyuan Xiao, Xu Jiao, Chenchen Sun, Wenguang Zheng, Hongya Wang)....Pages 225-240
Long- and Short-Term Preference Model Based on Graph Embedding for Sequential Recommendation (Yu Liu, Haiping Zhu, Yan Chen, Feng Tian, Dailusi Ma, Jiangwei Zeng et al.)....Pages 241-257
Event Detection on Literature by Utilizing Word Embedding (Jiyun Chun, Chulyun Kim)....Pages 258-266
User Sequential Behavior Classification for Click-Through Rate Prediction (Jiangwei Zeng, Yan Chen, Haiping Zhu, Feng Tian, Kaiyao Miao, Yu Liu et al.)....Pages 267-280
Back Matter ....Pages 281-282

✦ Subjects

Computer Science; Data Mining and Knowledge Discovery; Computer Appl. in Social and Behavioral Sciences; Database Management; Information Systems Applications (incl.Internet)