TY  - BOOK
ED  - Janev, Valentina
ED  - Graux, Damien
ED  - Jabeen, Hajira
ED  - Sallinger, Emanuel
AB  - This open access book is part of the LAMBDA Project (Learning, Applying, Multiplying Big Data Analytics), funded by the European Union, GA No. 809965. Data Analytics involves applying algorithmic processes to derive insights. Nowadays it is used in many industries to allow organizations and companies to make better decisions as well as to verify or disprove existing theories or models. The term data analytics is often used interchangeably with intelligence, statistics, reasoning, data mining, knowledge discovery, and others. The goal of this book is to introduce some of the definitions, methods, tools, frameworks, and solutions for big data processing, starting from the process of information extraction and knowledge representation, via knowledge processing and analytics to visualization, sense-making, and practical applications. Each chapter in this book addresses some pertinent aspect of the data processing chain, with a specific focus on understanding Enterprise Knowledge Graphs, Semantic Big Data Architectures, and Smart Data Analytics solutions. This book is addressed to graduate students from technical disciplines, to professional audiences following continuous education short courses, and to researchers from diverse areas following self-study courses. Basic skills in computer science, mathematics, and statistics are required.
DO  - 10.1007/978-3-030-53199-7
ID  - OAPEN ID: ONIX_20200813_9783030531997_36
KW  - Database Management
KW  - Information Systems Applications (incl. Internet)
KW  - Logic in AI
KW  - Computer Appl. in Administrative Data Processing
KW  - Business Information Systems
KW  - Computer and Information Systems Applications
KW  - Computer Application in Administrative Data Processing
KW  - artificial intelligence
KW  - big data
KW  - data analytics
KW  - data handling
KW  - data integration
KW  - data mining
KW  - databases
KW  - digital storage
KW  - domain knowledge
KW  - graph theory
KW  - information management
KW  - information technology
KW  - integrated data
KW  - internet
KW  - knowledge management
KW  - knowledge-based system
KW  - ontologies
KW  - semantics
KW  - Databases
KW  - Database programming
KW  - Information retrieval
KW  - Internet searching
KW  - Artificial intelligence
KW  - Public administration
KW  - Information technology: general issues
KW  - Business mathematics & systems
L1  - https://library.oapen.org/bitstream/id/ca92f994-2b31-4c27-8d08-cdd89a354e54/2020_Book_KnowledgeGraphsAndBigDataProce.pdf
LA  - English
LK  - https://library.oapen.org/handle/20.500.12657/41294
PB  - Springer Nature
PY  - 2020
TI  - Knowledge Graphs and Big Data Processingnull
ER  - 
