Learning analytics in R with SNA, LSA, and MPIA. (2016)

• Record Type: Book
• Further Information: Note: Fridolin Wild.
• Authors: Wild, Fridolin
• Contents: Preface -- 1. Introduction -- 2. Learning Theory and Algorithmic Quality Characteristics -- 3. Representing and Analysing Purposiveness with SNA -- 4. Representing and Analysing Meaning with LSA -- 5. Meaningful, Purposive Interaction Analysis -- 6. Visual Analytics Using Vector Maps as Projection Surfaces -- 7. Calibrating for Specific Domains -- 8. Implementation: The MPIA Package -- 9. MPIA in Action: Example Learning Analytics -- 10. Evaluation -- 11. Conclusion and Outlook -- Annex A: Classes and Methods of the MPIA Package.
• Publisher Details: Switzerland : Springer
• Publication Date: 2016
• Extent: 1 online resource (xiii, 275 pages), illustrations (some color)
• Subjects: 006.3/12; Computer science; Data mining; R (Computer program language); Computational linguistics; Education; Linguistics_xPhilosophy; COMPUTERS -- General; Data mining; R (Computer program language); Language Arts & Disciplines -- Linguistics -- General; Mathematics -- Applied; Education -- Computers & Technology; Philosophy -- Reference; Computational linguistics; Maths for scientists; Educational equipment & technology, computer-aided learning (CAL); Philosophy of language; Computers -- Database Management -- Data Mining; Data mining; Electronic books
• Languages: English
• ISBNs: 9783319287911; 3319287915; 3319287893; 9783319287898
• Related ISBNs: 9783319287898
• Notes: Note: Includes bibliographical references.; Note: Online resource; title from PDF title page (SpringerLink, viewed April 14, 2016).
• 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.