Data Analytics and Management in Data Intensive Domains: 20th International Conference, DAMDID/RCDL 2018, Moscow, Russia, October 9–12, 2018, Revised Selected Papers

Description

This book constitutes the refereed proceedings of the 20th International Conference on Data Analytics and Management in Data Intensive Domains, DAMDID/RCDL 2018, held in Moscow, Russia, in October 2018. The 9 revised full papers presented together with three invited papers were carefully reviewed and selected from 54 submissions. The papers are organized in the following topical sections: FAIR data infrastructures, interoperability and reuse; knowledge representation; data models; data analysis in astronomy; text search and processing; distributed computing; information extraction from text. Front Matter ....Pages i-xviii Front Matter ....Pages 1-1 FAIR Principles and Digital Objects: Accelerating Convergence on a Data Infrastructure (Erik Schultes, Peter Wittenburg)....Pages 3-16 Extensible Unifying Data Model Design for Data Integration in FAIR Data Infrastructures (Sergey Stupnikov, Leonid Kalinichenko)....Pages 17-36 Meaningful Data Reuse in Research Communities (Nikolay A. Skvortsov)....Pages 37-51 Front Matter ....Pages 53-53 Tabular and Graphic Resources in Quantitative Spectroscopy (Nikolai A. Lavrentiev, Alexey I. Privezentsev, Alexander Z. Fazliev)....Pages 55-69 Front Matter ....Pages 71-71 The Principles and the Conceptual Architecture of the Metagraph Storage System (Valeriy M. Chernenkiy, Yuriy E. Gapanyuk, Georgiy I. Revunkov, Ark M. Andreev, Yuriy T. Kaganov, Ivan V. Dunin et al.)....Pages 73-87 Front Matter ....Pages 89-89 Evaluation of Binary Star Formation Models Using Well-Observed Visual Binaries (Oleg Malkov, Dmitry Chulkov, Yikdem Gebrehiwot, Dana Kovaleva, Nikolay A. Skvortsov, Alexey Sytov et al.)....Pages 91-107 Front Matter ....Pages 109-109 Proximity Full-Text Search by Means of Additional Indexes with Multi-component Keys: In Pursuit of Optimal Performance (Alexander B. Veretennikov)....Pages 111-130 Scope and Challenges of Language Modelling - An Interrogative Survey on Context and Embeddings (Matthias Nitsche, Marina Tropmann-Frick)....Pages 131-145 Front Matter ....Pages 147-147 Scalable Algorithm for Subsequence Similarity Search in Very Large Time Series Data on Cluster of Phi KNL (Yana Kraeva, Mikhail Zymbler)....Pages 149-164 Front Matter ....Pages 165-165 Neural Network Approach for Extracting Aggregated Opinions from Analytical Articles (Nicolay Rusnachenko, Natalia Loukachevitch)....Pages 167-179 Discovering, Classification, and Localization of Emergency Events via Analyzing of Social Network Text Streams (Dmitriy Deviatkin, Artem Shelmanov, Daniil Larionov)....Pages 180-196 Citation Content Analysis and a Digital Library (Sergey Parinov)....Pages 197-211 Back Matter ....Pages 213-213