Radical Solutions and Learning Analytics (Record no. 102385)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 03965nam a22005535i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 978-981-15-4526-9 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | DE-He213 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20210226030739.0 |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION | |
| fixed length control field | cr nn 008mamaa |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 200508s2020 si | s |||| 0|eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9789811545269 |
| -- | 978-981-15-4526-9 |
| 024 7# - OTHER STANDARD IDENTIFIER | |
| Standard number or code | 10.1007/978-981-15-4526-9 |
| Source of number or code | doi |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | LC8-6691 |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | JNV |
| Source | bicssc |
| Subject category code | EDU039000 |
| Source | bisacsh |
| Subject category code | JNV |
| Source | thema |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 371.33 |
| Edition number | 23 |
| 245 10 - TITLE STATEMENT | |
| Title | Radical Solutions and Learning Analytics |
| Medium | [electronic resource] : |
| Remainder of title | Personalised Learning and Teaching Through Big Data / |
| Statement of responsibility, etc. | edited by Daniel Burgos. |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 1st ed. 2020. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Place of production, publication, distribution, manufacture | Singapore : |
| Name of producer, publisher, distributor, manufacturer | |
| -- | |
| Date of production, publication, distribution, manufacture, or copyright notice | 2020. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | XIV, 227 p. 63 illus., 41 illus. in color. |
| Other physical details | online resource. |
| 336 ## - CONTENT TYPE | |
| Content type term | text |
| Content type code | txt |
| Source | rdacontent |
| 337 ## - MEDIA TYPE | |
| Media type term | computer |
| Media type code | c |
| Source | rdamedia |
| 338 ## - CARRIER TYPE | |
| Carrier type term | online resource |
| Carrier type code | cr |
| Source | rdacarrier |
| 347 ## - DIGITAL FILE CHARACTERISTICS | |
| File type | text file |
| Encoding format | |
| Source | rda |
| 490 1# - SERIES STATEMENT | |
| Series statement | Lecture Notes in Educational Technology, |
| International Standard Serial Number | 2196-4963 |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 1 Learning Analytics as a Breakthrough in Educational Improvement -- 2 LA to Improve the Learner's Performance -- 3 LA to Improve the Teacher's Performance -- 4 Dashboards for a Better Application of LA -- 5 Mobile LA in Digital Devices -- 6 Physical Sensors and LA in the Classroom -- 7 Remote Labs and Big Data -- 8 Understanding Big Data for Educational Management -- 9 Interpretation of Live Data and Decision Making in Streamed Lessons and Real-Time User Tracking -- 10 Prediction of Users' Behaviour -- 11 Prevention of Students and Faculty Attrition -- 12 Personalised Mentoring Through Quantitative & Qualitative Data -- 13 User Vectorisation Through Deep Learning and Neural Networks -- 14 Fighting Student's Drop-Out Through Historical Data -- 15 Visual Analytics for a Better Impact of Deep Data. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | Learning Analytics become the key for Personalised Learning and Teaching thanks to the storage, categorisation and smart retrieval of Big Data. Thousands of user data can be tracked online via Learning Management Systems, instant messaging channels, social networks and other ways of communication. Always with the explicit authorisation from the end user, being a student, a teacher, a manager or a persona in a different role, an instructional designer can design a way to produce a practical dashboard that helps him improve that very user’s performance, interaction, motivation or just grading. This book provides a thorough approach on how education, as such, from teaching to learning through management, is improved by a smart analysis of available data, making visible and useful behaviours, predictions and patterns that are hinder to the regular eye without the process of massive data. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Educational technology. |
| Topical term or geographic name entry element | Learning. |
| Topical term or geographic name entry element | Instruction. |
| Topical term or geographic name entry element | Higher education. |
| Topical term or geographic name entry element | Educational Technology. |
| Authority record control number or standard number | https://scigraph.springernature.com/ontologies/product-market-codes/O21000 |
| Topical term or geographic name entry element | Technology and Digital Education. |
| Authority record control number or standard number | https://scigraph.springernature.com/ontologies/product-market-codes/O47000 |
| Topical term or geographic name entry element | Learning & Instruction. |
| Authority record control number or standard number | https://scigraph.springernature.com/ontologies/product-market-codes/O22000 |
| Topical term or geographic name entry element | Higher Education. |
| Authority record control number or standard number | https://scigraph.springernature.com/ontologies/product-market-codes/O36000 |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Burgos, Daniel. |
| Relator term | editor. |
| Relationship | edt |
| -- | http://id.loc.gov/vocabulary/relators/edt |
| 710 2# - ADDED ENTRY--CORPORATE NAME | |
| Corporate name or jurisdiction name as entry element | SpringerLink (Online service) |
| 773 0# - HOST ITEM ENTRY | |
| Title | Springer Nature eBook |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Relationship information | Printed edition: |
| International Standard Book Number | 9789811545252 |
| Relationship information | Printed edition: |
| International Standard Book Number | 9789811545276 |
| Relationship information | Printed edition: |
| International Standard Book Number | 9789811545283 |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE | |
| Uniform title | Lecture Notes in Educational Technology, |
| International Standard Serial Number | 2196-4963 |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | <a href="https://doi.org/10.1007/978-981-15-4526-9">https://doi.org/10.1007/978-981-15-4526-9</a> |
| 912 ## - | |
| -- | ZDB-2-EDA |
| -- | ZDB-2-SXED |
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