Data science : 30th British International Conference on Databases, BICOD 2015, Edinburgh, UK, July 6-8, 2015, Proceedings /: 30th British International Conference on Databases, BICOD 2015, Edinburgh, UK, July 6-8, 2015, Proceedings. (2015)

• Record Type: Book
• Other Titles: BICOD 2015
• Further Information: Note: Sebastian Maneth (ed.).
• Editors: Maneth, Sebastian
• Other Names: British International Conference on Databases, 30th
• Contents: Intro; Preface; Organization; Keynotes/Invited Lectures; Big Data Curation; Dealing with a Web of Data; Statistical Thinking in Machine Learning; Streaming Methods in Data Analysis; The Power of Visual Analytics: Unlocking the Value of Big Data; Differential Privacy and Preserving Validity in Adaptive Data Analysis; Contents; Invited Lectures; Streaming Methods in Data Analysis; 1 Introduction; 2 Outline; References; Data Integration; A Framework for Scalable Correlation of Spatio-temporal Event Data; 1 Introduction; 2 Event Data Model; 3 Techniques for Correlating Event Data 4 A Spark-Based Correlation Framework5 Use Cases; 6 Conclusions and Ongoing Work; References; Towards More Data-Aware Application Integration; 1 Introduction; 2 Motivating Example and General Approach; 2.1 The Convergent Charging Scenario; 2.2 General Approach; 3 Table-Centric Integration Patterns; 3.1 Canonical Data Model; 3.2 Message Routing Patterns; 3.3 Message Transformation Patterns; 4 Experimental Evaluation; 4.1 Setup; 4.2 ``Single-Record''/``Multi-Format'' Table Message Processing; 4.3 Outlook: ``Multi-record'' Table Message Processing; 5 Related Work; 6 Concluding Remarks 4 Current and Future WorkReferences; Graph Data; Virtual Network Mapping: A Graph Pattern Matching Approach; 1 Introduction; 2 Graph Pattern Matching Model; 2.1 Substrate and Virtual Networks; 2.2 Virtual Network Mapping; 3 Case Study; 4 Complexity and Approximation; 4.1 The Complexity of VNM; 4.2 Approximation of Optimization Problems; 5 Related Work; 6 Conclusion; References; A Fast Approach for Detecting Overlapping Communities in Social Networks Based on Game Theory; Abstract; 1 Introduction; 2 Related Work; 3 A Game Theory-Based Approach for Community Detection; 3.1 Group Game 3.2 Individual Game3.3 The Game Theory-Based Algorithm for Community Detection; 4 Experiments; 4.1 Real Networks; 4.2 Benchmark Networks; 5 Summary; Acknowledgement; References; Consistent RDF Updates with Correct Dense Deltas; 1 Introduction; 2 Related Work; 3 RDF Change Detection Techniques; 4 Checking the Dense Delta; 5 Results and Discussion; 6 Conclusion and Future Work; References; Query-Oriented Summarization of RDF Graphs; 1 Introduction; 2 RDF Graphs and Summary Requirements; 3 RDF Summaries; References; Data Exploration; ReX: Extrapolating Relational Data in a Representative Way
• Publisher Details: Cham : Springer
• Publication Date: 2015
• Extent: 1 online resource (xx, 221 pages), illustrations
• Subjects: 005.74; Computer science; Databases -- Congresses; Database management -- Congresses; Big data -- Congresses; Big data; Database management; Databases; Computer Science; Engineering & Applied Sciences; Computers -- System Administration -- Storage & Retrieval; Computers -- Information Technology; Computers -- Data Modeling & Design; Computers -- Software Development & Engineering -- General; Information retrieval; Algorithms & data structures; Data mining; Software Engineering; Database management; Information storage and retrieva; Data structures (Computer science); Software engineering; Computers -- Database Management -- General; Databases; Electronic books; Conference papers and proceedings; Electronic books
• Languages: English
• ISBNs: 9783319204246; 3319204246; 3319204238; 9783319204239
• Related ISBNs: 9783319204239
• Notes: Note: Online resource; title from PDF title page (SpringerLink, viewed June 18, 2015).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.