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BDE '20: Proceedings of the 2020 2nd International Conference on Big Data Engineering
ACM2020 Proceeding
Publisher:
  • Association for Computing Machinery
  • New York
  • NY
  • United States
Conference:
BDE 2020: 2020 2nd International Conference on Big Data Engineering Shanghai China May 29 - 31, 2020
ISBN:
978-1-4503-7722-5
Published:
05 July 2020

Reflects downloads up to 11 Dec 2024Bibliometrics
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Abstract

At this conference, I served as Conference Program Chair. Prof. Kai Hwang from Chinese University of Hong Kong, China, Prof. Yao Liang from Purdue University School of Science, Indiana University Purdue University, USA and I shared our speeches as keynote speakers. Dr Wei Li from Central Queensland University, Australia, Dr Ka-Chun Wong from City University of Hong Kong, Hong Kong and Dr. Gabriella Casalino from University of Bari, Italy served as the Invited Speakers. They also shared their research during the conference.

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SESSION: Data Theory and Engineering
research-article
Mining High Utility Co-location Patterns Using the Maximum Clique and the Subsume Index

Mining high utility co-location patterns (HUCP) is a promising technique in spatial data mining because it treats different features with different levels of importance. Existing HUCP mining (HUCPM) algorithms are based on row instances and table ...

research-article
Overview of Blockchain Consensus Mechanism

The advent of the Bitcoin system has brought another boom in the Internet era. In a very short time, many Blockchain systems come into being successively, whose decentration, consensus mechanisms, intelligent contract, and other characteristics make them ...

research-article
Visualization Research of Internet Information Security in China in Recent 20 Years

[Purpose / Significance] In the era of big data, Internet information security is the engine and motive force driving the steady progress of society. In order to speed up the theoretical innovation of Internet information security and promote the ...

research-article
A BERT-based Ensemble Model for Chinese News Topic Prediction

With the rapid development of big data mining technology in the Chinese commercial field, the news topic prediction becomes increasingly important. Since the accuracy of Chinese news topic classification can directly affect the personalized ...

research-article
Gene Big Data Analysis of Differentially Expressed lncRNA and MiRNA in Liver Cancer with Different Gender

In this paper, we try to find the differentially expressed lncRNA and differentially expressed miRNA of Liver cancer, especially between the different gender's patients. The differentially expressed genes were screened from TCGA liver data. Based on the ...

SESSION: Image Data Analysis and Calculation
research-article
Adaptive Weighted Loss Makes Brain Tumors Segmentation More Accurate in 3D MRI Volume

Accurately segmenting brain tumors in Magnetic Resonance Imaging (MRI) volume can benefit the diagnosis, monitoring, and surgery planning of the disease. Manual delineation practices require anatomical knowledge, are expensive, time consuming and can be ...

research-article
SiteResearch on Spatiotemporal Behavior Changes of Pedestrians Based on Intelligent Image Analysis Data: A Case Study of Shanghai Binjiang Green Space

Nowadays, in high-density cities, the full and reasonable use of public space has become an important research topic. This paper applies the population heat data analysis and intelligent image analysis technology to investigate the pedestrian activities ...

research-article
Using 3D Convolutional Networks with Shortcut Connections for Improved Lung Nodules Classification

Lung cancer is the leading cause of cancer-related death worldwide. Due to the difficulty of artificial extraction of medical image features and the development of artificial intelligence in the field of medical image, various deep learning methods for ...

research-article
Rubbing Image Retrieval Using Deep Convolutional Neural Network

With the widespread use of digital imaging data, the size of image collections about Bronze Inscriptions rubbing is increasing rapidly. It becomes difficult to manage and query a specific image from these large databases, which motivates the need for ...

SESSION: Computer and Information Science
research-article
A Fake News Detection Framework Using Social User Graph

In the contemporary era of information explosion, all kinds of false and misleading information are flooding our lives, which often impact politics and even our real world. How to detect these potential fake news from massive news texts is of great ...

research-article
A Random Forest Regression Model Predicting the Winners of Summer Olympic Events

From the past Olympic medal lists, we can find that the number of medals of China has been increasing steadily in recent years while we also observe that some countries always occupy the top positions of the Olympic medal list, such as the United States, ...

research-article
Name-Nationality Classification Technology under Keras Deep Learning

To improve the classification efficiency of personnel nationality information, the classification method of personnel nationality information is explored. First, a new classification method is proposed using the Keras model and deep learning theory. Two ...

research-article
Demographic Prediction Based on User's Movie-Watching Behavior

Demographic attributes play an important role in adjusting the market strategy of film companies and customizing recommendation for their user. However, it's difficult to obtain full information of demographic attributes of online user and previous work ...

research-article
A Multidimensional Approach of Evaluating Developers

In this paper, we propose an approach to assess the ability of developers based on their behavior data from OSS. Specifically, we classify developers' ability into code ability, project management ability, and social ability. Code efficiency is related ...

research-article
Predicting Chinese Bond Market Turbulences: Attention-BiLSTM Based Early Warning System

The study aims to construct an effective early warning system (EWS) to predict the crisis triggered turbulence in Chinese bond market by integrating the volatility regime switching model, SWARCH, to improve the crisis classifying precision, and the ...

research-article
A Framework for Arabic Tweets Multi-label Classification Using Word Embedding and Neural Networks Algorithms

The need for classifying tweets is essential for many people like tourists, tourism companies and governments. In this paper, we propose a framework for Arabic Tweets multi-label classification using word embedding technique and deep leering algorithms. ...

research-article
A New Fusion Method on Machine Reading Comprehension

Machine reading comprehension, as one of the core tasks of natural language processing, has been a research focus in this field. This paper is mainly aimed at Dureader, a Chinese-oriented multi-document reading comprehension task dataset, and an end-to-...

research-article
Open Access
Designing Interfaces for Creative Learning Environments Using the Transreality Storyboarding Framework

Modern creatives, producing different media within multiple mediums, could benefit from transmedia-based methodologies that ensure core standards in effective interface design and storyboarding adopted in the production of creative works. This is ...

research-article
Mini-Program Design and Evaluation to Create Online-Merge-Offline Service for Retailers

As the new retail has come, a lot of retailers try to make a digital transformation. The new retail begins with the development of an online to offline (O2O) mechanism to extend their online e-commerce to offline retailers. Nowadays, leading new retail ...

research-article
System Design of Safety Road Network in Urban Morphology Prevention During COVID-19 Based on Digital Simulation Technology

Starting in December 2019, Wuhan, China, the first round of outbreak of coronavirus, which began to transmission rapidly in urban Wuhan and extended all around Hubei Province within a short period. The Chinese government took active anti-pandemic ...

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