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

Special Issue on Data Management and Knowledge Extraction in Digital Ecosystems

  • Outlines the current status and future perspectives of data management within digital ecosystems

  • Applications range from informativeness classification in disaster situations to business information architecture in the tourism sector

  • Covers machine learning, data analysis, blockchains and big data

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12390)

Part of the book sub series: Transactions on Large-Scale Data- and Knowledge-Centered Systems (TLDKS)

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Table of contents (8 chapters)

  1. Front Matter

    Pages i-xiii
  2. Exploiting Twitter for Informativeness Classification in Disaster Situations

    • David Graf, Werner Retschitzegger, Wieland Schwinger, Birgit Pröll, Elisabeth Kapsammer
    Pages 27-55
  3. COTILES: Leveraging Content and Structure for Evolutionary Community Detection

    • Nikolaos Sachpenderis, Georgia Koloniari, Alexandros Karakasidis
    Pages 56-84
  4. A Weighted Feature-Based Image Quality Assessment Framework in Real-Time

    • Zahi Al Chami, Chady Abou Jaoude, Bechara Al Bouna, Richard Chbeir
    Pages 85-108
  5. Sharing Knowledge in Digital Ecosystems Using Semantic Multimedia Big Data

    • Antonio M. Rinaldi, Cristiano Russo
    Pages 109-131
  6. Facilitating and Managing Machine Learning and Data Analysis Tasks in Big Data Environments Using Web and Microservice Technologies

    • Shadi Shahoud, Sonja Gunnarsdottir, Hatem Khalloof, Clemens Duepmeier, Veit Hagenmeyer
    Pages 132-171
  7. Stable Marriage Matching for Homogenizing Load Distribution in Cloud Data Center

    • Disha Sangar, Ramesh Upreti, Hårek Haugerud, Kyrre Begnum, Anis Yazidi
    Pages 172-198
  8. A Sentiment Analysis Software Framework for the Support of Business Information Architecture in the Tourist Sector

    • Javier Murga, Gianpierre Zapata, Heyul Chavez, Carlos Raymundo, Luis Rivera, Francisco Domínguez et al.
    Pages 199-219
  9. Back Matter

    Pages 221-221

About this book

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 45th issue of Transactions on Large-Scale Data- and Knowledge-Centered Systems, contains eight revised selected regular papers. Topics covered include data analysis, information extraction, blockchains, and big data.


Keywords

  • artificial intelligence
  • big data
  • computer hardware
  • computer networks
  • computer security
  • computer systems
  • computer vision
  • data mining
  • databases
  • distributed computer systems
  • information management
  • information technology
  • internet
  • machine learning
  • network protocols
  • social networks
  • telecommunication networks
  • telecommunication systems
  • World Wide Web

Editors and Affiliations

  • IRIT, Paul Sabatier University, Toulouse, France

    Abdelkader Hameurlain

  • Vienna University of Technology, Vienna, Austria

    A Min Tjoa

  • University of Pau and Pays de l'Adour, Anglet, France

    Richard Chbeir

  • Open University of Cyprus, Nicosia, Cyprus

    Yannis Manolopoulos

  • Tokyo Metropolitan University, Tokyo, Japan

    Hiroshi Ishikawa

  • University of Zaragoza, Zaragoza, Spain

    Sergio Ilarri

  • Aristotle University of Thessaloniki, Thessaloniki, Greece

    Apostolos Papadopoulos

Bibliographic Information

Buy it now

Buying options

eBook USD 79.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 99.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access