ALLDATA 2018, The Fourth International Conference on Big Data, Small Data, Linked Data and Open Data

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Type: conference

Notes: IARIA Conference.

Editors:
Gary Weckman, Ohio University, USA
Jerzy Grzymala-Busse, University of Kansas, USA

ISSN: 2519-8386

ISBN: 978-1-61208-631-6

Location: Athens, Greece

Dates: from April 22, 2018 to April 26, 2018

Articles: there are 15 articles

Small Data: Applications and Architecture
Cheng-Kang Hsieh, Faisal Alquaddoomi, Fabian Okeke, John P. Pollak, Lucky Gunasekara, and Deborah Estrin
keywords: small data; linked data; knowledge representation

Knowledge Base L-V-C Mapping Method
Dong-Jae Lee, Yun-Hee Son, and Kyu-Chul Lee
keywords: LVC; Ontology; Knowledge Base; Keyword expansion; Keyword Extraction

Data Provenance Service Prototype for Collaborative Data Infrastructures
Vasily Bunakov, Javier Quinteros, and Linda Reijnhoudt
keywords: data infrastructure; data curation; provenance

Design and Implementation of Candlestick Chart Retrieval Algorithm for Predicting Stock Price Trend
Yoshihisa Udagawa
keywords: Stock price prediction; Technical analysis; Candlestick charts; Longest common subsequence algorithm for numbers; Multi numerical attributes; Nikkei stock average;

Design of Elastic Hadoop Supporting Dynamic Scaling of the Cluster
Wooseok Ryu
keywords: Hadoop; cluster management; scalability

A New Representation of Air Traffic Data Adapted to Complexity Assessment
Georges Mykoniatis, Florence Nicol, and Stephane Puechmorel
keywords: Air traffic complexity, spatial data, manifold valued images, covariance function estimation, non-parametric estimation

Monitoring of Coastal Environments Using Data Mining
Corneliu Octavian Dumitru, Gottfried Schwarz, and Mihai Datcu
keywords: coastal monitring; data mining; Sentinel-1; Sentinel-2; TerraSAR-X

Descriptive Sentence Extraction for Text to 3D Scene Generation
Valentina Bova and Elena Cardillo
keywords: Sentence Extraction; 3D Models; World City project; Text-to-Scene Conversion

Application of Event Sourcing in Research Data Management
Jedrzej Rybicki
keywords: Data Management; Event sourcing; Replication; Performance evaluation

A Big Data Quality Preprocessing and Domain Analysis Provisioner Framework Using Cloud Infrastructures
Dirk Hölscher, Timo Bayer, Philipp Ruf, Christoph Reich, and Frank Gut
keywords: Domain Analysis Provisioner; Big Data Frameworks; Reusable Architectural Patterns; Cloud Computing

PKGAWAS: A Knowledge Services and Allergy Early Warning System of Pollinosis Based on Cross-Border Data Integration
Xiao Lei Xiu, Si Zhu Wu, Qing Qian, Jia Wei Cui, and Xiao Kang Sun
keywords: open data; data integration; knowledge graph; allergy early warning

A Data Clustering Approach for Automated Optical Inspection of Metal Work Pieces
Ruth Tesfaye Zibello, Stephan Trahasch, and Tobias Lauer
keywords: Hierarchical clustering; Outliers; Single-linkage method

Optimizing Mixed Fuzzy-Rule Formation by Controlled Evolutionary Strategy
Matthias Lermer, Hendrik Kuijs, and Christoph Reich
keywords: Evolutionary Strategy; Optimization; Fuzzy Logic; Decision support systems; Industry 4.0.

Wine Critic Scores and Consumer Behavior in a Major USA Metropolitan Market
Andrew Snow and Gary Weckman
keywords: wine critic; consumer behavior; wine marketing; tukey-kramer

On the Number of Conditions in Mining Incomplete Data Using Characteristic Sets and Maximal Consistent Blocks
Patrick G. Clark, Cheng Gao, Jerzy W. Grzymala-Busse, and Teresa Mroczek
keywords: Tada mining; rough set theory; probabilistic approximations; MLEM2 rule induction algorithm