Knowledge Graphs and Big Data Processing / / edited by Valentina Janev, Damien Graux, Hajira Jabeen, Emanuel Sallinger.
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 companie...
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Superior document: | Information Systems and Applications, incl. Internet/Web, and HCI ; 12072 |
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Place / Publishing House: | Cham : : Springer International Publishing :, Imprint: Springer,, 2020. |
Year of Publication: | 2020 |
Edition: | 1st ed. 2020. |
Language: | English |
Series: | Information Systems and Applications, incl. Internet/Web, and HCI ;
12072 |
Physical Description: | 1 online resource (XI, 209 p. 39 illus., 32 illus. in color.) |
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Janev, Valentina edt Knowledge Graphs and Big Data Processing / edited by Valentina Janev, Damien Graux, Hajira Jabeen, Emanuel Sallinger. 1st ed. 2020. Springer Nature 2020 Cham : Springer International Publishing : Imprint: Springer, 2020. 1 online resource (XI, 209 p. 39 illus., 32 illus. in color.) text txt rdacontent computer c rdamedia online resource cr rdacarrier Information Systems and Applications, incl. Internet/Web, and HCI ; 12072 Foundations -- Chapter 1. Ecosystem of Big Data -- Chapter 2. Knowledge Graphs: The Layered Perspective -- Chapter 3. Big Data Outlook, Tools, and Architectures -- Architecture -- Chapter 4. Creation of Knowledge Graphs -- Chapter 5. Federated Query Processing -- Chapter 6. Reasoning in Knowledge Graphs: An Embeddings Spotlight -- Methods and Solutions -- Chapter 7. Scalable Knowledge Graph Processing using SANSA -- Chapter 8. Context-Based Entity Matching for Big Data -- Applications -- Chapter 9. Survey on Big Data Applications -- Chapter 10. Case Study from the Energy Domain. 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. Description based on publisher supplied metadata and other sources. English Database management. Application software. Artificial intelligence. Computer logic. Management information systems. Database Management. https://scigraph.springernature.com/ontologies/product-market-codes/I18024 Information Systems Applications (incl. Internet). https://scigraph.springernature.com/ontologies/product-market-codes/I18040 Logic in AI. https://scigraph.springernature.com/ontologies/product-market-codes/I21020 Computer Appl. in Administrative Data Processing. https://scigraph.springernature.com/ontologies/product-market-codes/I2301X Business Information Systems. https://scigraph.springernature.com/ontologies/product-market-codes/522030 Database Management Information Systems Applications (incl. Internet) Logic in AI Computer Appl. in Administrative Data Processing Business Information Systems Computer and Information Systems Applications Computer Application in Administrative Data Processing artificial intelligence big data data analytics data handling data integration data mining databases digital storage domain knowledge graph theory information management information technology integrated data internet knowledge management knowledge-based system ontologies semantics Databases Database programming Information retrieval Internet searching Artificial intelligence Public administration Information technology: general issues Business mathematics & systems 3-030-53198-8 Janev, Valentina. editor. (orcid)0000-0002-9794-8505 https://orcid.org/0000-0002-9794-8505 edt http://id.loc.gov/vocabulary/relators/edt Graux, Damien. editor. (orcid)0000-0003-3392-3162 https://orcid.org/0000-0003-3392-3162 edt http://id.loc.gov/vocabulary/relators/edt Jabeen, Hajira. editor. (orcid)0000-0003-1476-2121 https://orcid.org/0000-0003-1476-2121 edt http://id.loc.gov/vocabulary/relators/edt Sallinger, Emanuel. editor. (orcid)0000-0001-7441-129X https://orcid.org/0000-0001-7441-129X edt http://id.loc.gov/vocabulary/relators/edt |
language |
English |
format |
eBook |
author2 |
Janev, Valentina. Janev, Valentina. Graux, Damien. Graux, Damien. Jabeen, Hajira. Jabeen, Hajira. Sallinger, Emanuel. Sallinger, Emanuel. |
author_facet |
Janev, Valentina. Janev, Valentina. Graux, Damien. Graux, Damien. Jabeen, Hajira. Jabeen, Hajira. Sallinger, Emanuel. Sallinger, Emanuel. |
author2_variant |
v j vj v j vj v j vj d g dg d g dg h j hj h j hj e s es e s es |
author2_role |
HerausgeberIn HerausgeberIn HerausgeberIn HerausgeberIn HerausgeberIn HerausgeberIn HerausgeberIn HerausgeberIn |
author_sort |
Janev, Valentina. |
title |
Knowledge Graphs and Big Data Processing / |
spellingShingle |
Knowledge Graphs and Big Data Processing / Information Systems and Applications, incl. Internet/Web, and HCI ; Foundations -- Chapter 1. Ecosystem of Big Data -- Chapter 2. Knowledge Graphs: The Layered Perspective -- Chapter 3. Big Data Outlook, Tools, and Architectures -- Architecture -- Chapter 4. Creation of Knowledge Graphs -- Chapter 5. Federated Query Processing -- Chapter 6. Reasoning in Knowledge Graphs: An Embeddings Spotlight -- Methods and Solutions -- Chapter 7. Scalable Knowledge Graph Processing using SANSA -- Chapter 8. Context-Based Entity Matching for Big Data -- Applications -- Chapter 9. Survey on Big Data Applications -- Chapter 10. Case Study from the Energy Domain. |
title_full |
Knowledge Graphs and Big Data Processing / edited by Valentina Janev, Damien Graux, Hajira Jabeen, Emanuel Sallinger. |
title_fullStr |
Knowledge Graphs and Big Data Processing / edited by Valentina Janev, Damien Graux, Hajira Jabeen, Emanuel Sallinger. |
title_full_unstemmed |
Knowledge Graphs and Big Data Processing / edited by Valentina Janev, Damien Graux, Hajira Jabeen, Emanuel Sallinger. |
title_auth |
Knowledge Graphs and Big Data Processing / |
title_new |
Knowledge Graphs and Big Data Processing / |
title_sort |
knowledge graphs and big data processing / |
series |
Information Systems and Applications, incl. Internet/Web, and HCI ; |
series2 |
Information Systems and Applications, incl. Internet/Web, and HCI ; |
publisher |
Springer Nature Springer International Publishing : Imprint: Springer, |
publishDate |
2020 |
physical |
1 online resource (XI, 209 p. 39 illus., 32 illus. in color.) |
edition |
1st ed. 2020. |
contents |
Foundations -- Chapter 1. Ecosystem of Big Data -- Chapter 2. Knowledge Graphs: The Layered Perspective -- Chapter 3. Big Data Outlook, Tools, and Architectures -- Architecture -- Chapter 4. Creation of Knowledge Graphs -- Chapter 5. Federated Query Processing -- Chapter 6. Reasoning in Knowledge Graphs: An Embeddings Spotlight -- Methods and Solutions -- Chapter 7. Scalable Knowledge Graph Processing using SANSA -- Chapter 8. Context-Based Entity Matching for Big Data -- Applications -- Chapter 9. Survey on Big Data Applications -- Chapter 10. Case Study from the Energy Domain. |
isbn |
3-030-53199-6 3-030-53198-8 |
callnumber-first |
Q - Science |
callnumber-subject |
QA - Mathematics |
callnumber-label |
QA76 |
callnumber-sort |
QA 276.9 D3 |
illustrated |
Not Illustrated |
dewey-hundreds |
000 - Computer science, information & general works |
dewey-tens |
000 - Computer science, knowledge & systems |
dewey-ones |
005 - Computer programming, programs & data |
dewey-full |
005.74 |
dewey-sort |
15.74 |
dewey-raw |
005.74 |
dewey-search |
005.74 |
oclc_num |
1182514157 |
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AT janevvalentina knowledgegraphsandbigdataprocessing AT grauxdamien knowledgegraphsandbigdataprocessing AT jabeenhajira knowledgegraphsandbigdataprocessing AT sallingeremanuel knowledgegraphsandbigdataprocessing |
status_str |
n |
ids_txt_mv |
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carrierType_str_mv |
cr |
hierarchy_parent_title |
Information Systems and Applications, incl. Internet/Web, and HCI ; 12072 |
hierarchy_sequence |
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is_hierarchy_title |
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container_title |
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