ALLDATA 2019, The Fifth International Conference on Big Data, Small Data, Linked Data and Open Data

Type: conference

Notes: IARIA Conference.

Editors:
Claus-Peter Rückemann, Westfälische Wilhelms-Universität Münster (WWU) and DIMF and Leibniz Universität Hannover, Germany

ISSN: 2519-8386

ISBN: 978-1-61208-700-9

Location: Valencia, Spain

Dates: from March 24, 2019 to March 28, 2019

Articles: there are 11 articles

Research of Topics Discovery and Tech Evolution Based on Text Preprocessed Latent Dirichlet Allocation Model
Li Wang, Xiang Shen, and Xiwen Liu
keywords: LDA; automatic term identification; preprocessed text; visualization

A Feature Extraction Framework for Time Series Analysis
Angelo Martone, Gaetano Zazzaro, and Luigi Pavone
keywords: data mining; time series analysis; feature extraction; sliding window; similarity measures; pre-processing

Visualizing Autonomous Warehouse Data Streams Through User-Centered Design
Raghu Nayyar, Didem Gurdur, and Aneta Vulgarakis Feljan
keywords: data visualization; information visualization; cyber-physical systems; user experience; user-centered design; expert opinion interviews; prototyping; data structures; supply chain; autonomous warehouse; intelligent agents; dashboard design

GraphJ: A Tool for Big Data Complexity Reduction
Hani Bani-Salameh and Abdullah Al-Shishani
keywords: Big data; Reduction; Complexity; Graph; Relational database; Neo4J; GraphJ.

Real-Time Big Data Analytics for Traffic Monitoring and Management for Pedestrian and Cyclist Safety
Mohammad Pourhomayoun, Haiyan Wang, Mohammad Vahedi, Mehran Mazari, Hunter Owens, Janna Smith, and William Chernicoff
keywords: Machine Learning; Deep Learning; Computer Vision; Object Detection

Towards Gateless Railway Services using GPS Location Based Ride Detection
Jun Nemoto and Motomichi Toyama
keywords: GPS; GIS; Railway Ride Detection

A Community Detection Algorithm Based on Granulation of Links
Samrat Gupta, Pradeep Kumar, and Irina Perfilieva
keywords: community structure; clustering; rough sets; complex networks

Towards Predictive Monitoring of Research Infrastructures
Jedrzej Rybicki
keywords: Fast Data; Load prediction; Monitoring; Research infrastructures; Predictive model

A Novel Methodology to Identify and Collect Data from Relevant Blogs Leveraging Multiple Social Media Platforms and Cyber Forensics
Tuja Khaund, Kiran Kumar Bandeli, Oluwaseun Walter, and Nitin Agarwal
keywords: blog; blog identification; relevant blogs; cyber forensics; unstructured data; social media; crawling.

Efficient Qualitative Method for Matching Subjects with Multiple Controls
Hung-Jui Chang, Yu-Hsuan Hsu, Chih-Wen Hsueh, and Tsan-sheng Hsu
keywords: matching; observational study; relative entropy

Creating Data-Driven Ontologies
Maaike H.T. de Boer and Jack P.C. Verhoosel
keywords: Knowledge engineering; Machine Learning; Agriculture