Language:
English
繁體中文
Help
回圖書館首頁
手機版館藏查詢
Login
Back
Switch To:
Labeled
|
MARC Mode
|
ISBD
Modern approach to educational data ...
~
Sweta, Soni.
Linked to FindBook
Google Book
Amazon
博客來
Modern approach to educational data mining and its applications
Record Type:
Electronic resources : Monograph/item
Title/Author:
Modern approach to educational data mining and its applications/ by Soni Sweta.
Author:
Sweta, Soni.
Published:
Singapore :Springer Singapore : : 2021.,
Description:
xxvii, 93 p. :ill., digital ;24 cm.
[NT 15003449]:
Educational Data Mining in E-Learning System -- Adaptive E-Learning System -- Educational Data Mining Techniques with Modern Approach -- Learning Style with Cognitive Approach -- Framework with Stakholders in Adaptive E-Learning System -- Personalization Based on Learning Preference -- Recommender System to Enhancing Efficacy of E-Learning System.
Contained By:
Springer Nature eBook
Subject:
Education - Data processing. -
Online resource:
https://doi.org/10.1007/978-981-33-4681-9
ISBN:
9789813346819
Modern approach to educational data mining and its applications
Sweta, Soni.
Modern approach to educational data mining and its applications
[electronic resource] /by Soni Sweta. - Singapore :Springer Singapore :2021. - xxvii, 93 p. :ill., digital ;24 cm. - SpringerBriefs in applied sciences and technology. Computational intelligence. - SpringerBriefs in applied sciences and technology. Computational intelligence..
Educational Data Mining in E-Learning System -- Adaptive E-Learning System -- Educational Data Mining Techniques with Modern Approach -- Learning Style with Cognitive Approach -- Framework with Stakholders in Adaptive E-Learning System -- Personalization Based on Learning Preference -- Recommender System to Enhancing Efficacy of E-Learning System.
This book emphasizes that learning efficiency of the learners can be increased by providing personalized course materials and guiding them to attune with suitable learning paths based on their characteristics such as learning style, knowledge level, emotion, motivation, self-efficacy and many more learning ability factors in e-learning system. Learning is a continuous process since human evolution. In fact, it is related to life and innovations. The basic objective of learning to grow, aspire and develop ease of life remains the same despite changes in the learning methodologies. Introduction of computers empowered us to attain new zenith in knowledge domain, developed pragmatic approach to solve life's problem and helped us to decipher different hidden patterns of data to get new ideas. Of late, computers are predominantly used in education. Its process has been changed from offline to online in view of enhancing the ease of learning. With the advent of information technology, e-learning has taken centre stage in educational domain. In e-learning context, developing adaptive e-learning system is buzzword among contemporary research scholars in the area of Educational Data Mining (EDM) Enabling personalized systems is meant for improvement in learning experience for learners as per their choices made or auto-detected needs. It helps in enhancing their performance in terms of knowledge, skills, aptitudes and preferences. It also enables speeding up the learning process qualitatively and quantitatively. These objectives are met only by the Personalized Adaptive E-learning Systems in this regard. Many noble frameworks were conceptualized, designed and developed to infer learning style preferences, and accordingly, learning materials were delivered adaptively to the learners. Designing frameworks help to measure learners' preferences minutely and provide adaptive learning materials to them in a way most appropriately.
ISBN: 9789813346819
Standard No.: 10.1007/978-981-33-4681-9doiSubjects--Topical Terms:
524970
Education
--Data processing.
LC Class. No.: LB1028.43 / .S948 2021
Dewey Class. No.: 371.334
Modern approach to educational data mining and its applications
LDR
:03401nmm a2200337 a 4500
001
2237580
003
DE-He213
005
20210628164344.0
006
m d
007
cr nn 008maaau
008
211111s2021 si s 0 eng d
020
$a
9789813346819
$q
(electronic bk.)
020
$a
9789813346802
$q
(paper)
024
7
$a
10.1007/978-981-33-4681-9
$2
doi
035
$a
978-981-33-4681-9
040
$a
GP
$c
GP
041
0
$a
eng
050
4
$a
LB1028.43
$b
.S948 2021
072
7
$a
UYQ
$2
bicssc
072
7
$a
TEC009000
$2
bisacsh
072
7
$a
UYQ
$2
thema
082
0 4
$a
371.334
$2
23
090
$a
LB1028.43
$b
.S975 2021
100
1
$a
Sweta, Soni.
$3
3489936
245
1 0
$a
Modern approach to educational data mining and its applications
$h
[electronic resource] /
$c
by Soni Sweta.
260
$a
Singapore :
$b
Springer Singapore :
$b
Imprint: Springer,
$c
2021.
300
$a
xxvii, 93 p. :
$b
ill., digital ;
$c
24 cm.
490
1
$a
SpringerBriefs in applied sciences and technology. Computational intelligence
505
0
$a
Educational Data Mining in E-Learning System -- Adaptive E-Learning System -- Educational Data Mining Techniques with Modern Approach -- Learning Style with Cognitive Approach -- Framework with Stakholders in Adaptive E-Learning System -- Personalization Based on Learning Preference -- Recommender System to Enhancing Efficacy of E-Learning System.
520
$a
This book emphasizes that learning efficiency of the learners can be increased by providing personalized course materials and guiding them to attune with suitable learning paths based on their characteristics such as learning style, knowledge level, emotion, motivation, self-efficacy and many more learning ability factors in e-learning system. Learning is a continuous process since human evolution. In fact, it is related to life and innovations. The basic objective of learning to grow, aspire and develop ease of life remains the same despite changes in the learning methodologies. Introduction of computers empowered us to attain new zenith in knowledge domain, developed pragmatic approach to solve life's problem and helped us to decipher different hidden patterns of data to get new ideas. Of late, computers are predominantly used in education. Its process has been changed from offline to online in view of enhancing the ease of learning. With the advent of information technology, e-learning has taken centre stage in educational domain. In e-learning context, developing adaptive e-learning system is buzzword among contemporary research scholars in the area of Educational Data Mining (EDM) Enabling personalized systems is meant for improvement in learning experience for learners as per their choices made or auto-detected needs. It helps in enhancing their performance in terms of knowledge, skills, aptitudes and preferences. It also enables speeding up the learning process qualitatively and quantitatively. These objectives are met only by the Personalized Adaptive E-learning Systems in this regard. Many noble frameworks were conceptualized, designed and developed to infer learning style preferences, and accordingly, learning materials were delivered adaptively to the learners. Designing frameworks help to measure learners' preferences minutely and provide adaptive learning materials to them in a way most appropriately.
650
0
$a
Education
$x
Data processing.
$3
524970
650
0
$a
Data mining.
$3
562972
650
0
$a
Learning.
$3
516521
650
0
$a
Computational intelligence.
$3
595739
650
0
$a
Study skills.
$3
516806
650
0
$a
Machine learning.
$3
533906
650
1 4
$a
Computational Intelligence.
$3
1001631
650
2 4
$a
Data Mining and Knowledge Discovery.
$3
898250
650
2 4
$a
Study and Learning Skills.
$3
3226907
650
2 4
$a
Machine Learning.
$3
3382522
710
2
$a
SpringerLink (Online service)
$3
836513
773
0
$t
Springer Nature eBook
830
0
$a
SpringerBriefs in applied sciences and technology.
$p
Computational intelligence.
$3
3489937
856
4 0
$u
https://doi.org/10.1007/978-981-33-4681-9
950
$a
Intelligent Technologies and Robotics (SpringerNature-42732)
based on 0 review(s)
Location:
ALL
電子資源
Year:
Volume Number:
Items
1 records • Pages 1 •
1
Inventory Number
Location Name
Item Class
Material type
Call number
Usage Class
Loan Status
No. of reservations
Opac note
Attachments
W9399465
電子資源
11.線上閱覽_V
電子書
EB LB1028.43 .S948 2021
一般使用(Normal)
On shelf
0
1 records • Pages 1 •
1
Multimedia
Reviews
Add a review
and share your thoughts with other readers
Export
pickup library
Processing
...
Change password
Login