Transactions on Large-Scale Data- and Knowledge-Centered Systems XLIII

✍ Scribed by Abdelkader Hameurlain, A Min Tjoa

• Publisher: Springer Berlin Heidelberg;Springer
• Year: 2020
• Tongue: English
• Leaves: 146
• Series: Lecture Notes in Computer Science 12130
• Edition: 1st ed.
• Category: Library

✦ Synopsis

The LNCS journal Transactions on Large-Scale Data- and Knowledge-Centered Systems focuses on data management, knowledge discovery, and knowledge processing, which are core and hot topics in computer science. Since the 1990s, the Internet has become the main driving force behind application development in all domains. An increase in the demand for resource sharing (e.g., computing resources, services, metadata, data sources) across different sites connected through networks has led to an evolution of data- and knowledge-management systems from centralized systems to decentralized systems enabling large-scale distributed applications providing high scalability.

This, the 43rd issue of Transactions on Large-Scale Data- and Knowledge-Centered Systems, contains five revised selected regular papers. Topics covered include classification tasks, machine learning algorithms, top-k queries, business process redesign and a knowledge capitalization framework.

✦ Table of Contents

Front Matter ....Pages i-vii
Role-Based Access Classification: Evaluating the Performance of Machine Learning Algorithms (Randy Julian, Edward Guyot, Shaowen Zhou, Geong Sen Poh, Stéphane Bressan)....Pages 1-39
Top-k Queries over Distributed Uncertain Categorical Data (Adel Benaissa, Soror Sahri, Mourad Ouziri)....Pages 40-61
On Knowledge Transfer from Cost-Based Optimization of Data-Centric Workflows to Business Process Redesign (Georgia Kougka, Konstantinos Varvoutas, Anastasios Gounaris, George Tsakalidis, Kostas Vergidis)....Pages 62-85
A New Knowledge Capitalization Framework in the Big Data Context Through Shared Parameters Experiences (Badr Hirchoua, Brahim Ouhbi, Bouchra Frikh, Ismail Khalil)....Pages 86-113
DiNer - On Building Multilingual Disease-News Profiler (Sajal Rustagi, Dhaval Patel)....Pages 114-137
Back Matter ....Pages 139-139

✦ Subjects

Computer Science; Database Management; Computer Applications; Information Storage and Retrieval