Language:
English
繁體中文
Help
圖資館首頁
Login
Back
Switch To:
Labeled
|
MARC Mode
|
ISBD
Machine learning and data science techniques for effective government service delivery
Record Type:
Electronic resources : Monograph/item
Title/Author:
Machine learning and data science techniques for effective government service deliveryOlalekan Samuel Ogunleye, editor.
other author:
Ogunleye, Olalekan Samuel,
Published:
Hershey, Pennsylvania :IGI Global,2024.
Description:
1 online resource (344 p.)
Subject:
Internet in public administration.
Online resource:
http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-6684-9716-6
ISBN:
9781668497180$q(ebook)
Machine learning and data science techniques for effective government service delivery
Machine learning and data science techniques for effective government service delivery
[electronic resource] /Olalekan Samuel Ogunleye, editor. - Hershey, Pennsylvania :IGI Global,2024. - 1 online resource (344 p.)
Includes bibliographical references and index.
Chapter 1. Using artificial intelligence to enhance e-government services delivery through data science and machine learning -- Chapter 2. Enterprise transformation projects: the polymathic enterprise architecture-based generic learning processes (PEAbGLP) -- Chapter 3. An anticipatory framework for categorizing Nigerian supreme court rulings -- Chapter 4. Artificial intelligence is the new secret sauce for good governance -- Chapter 5. Unveiling the power of machine learning algorithms -- Chapter 6. Developing a data lakehouse for a South African government-sector training authority: implementing quality control for incremental extract-load-transform pipelines in the ingestion layer -- Chapter 7. Developing a data lakehouse for a South African government-sector training authority: governance framework design through systematic literature review -- Chapter 8. Development, monitoring, and management approaches of machine learning implementations for the effective delivery of government services -- Chapter 9. The role of data science and volunteered geographic information in enhancing government service delivery: opportunities and challenges.
"In our data-rich era, extracting meaningful insights from the vast amount of information has become a crucial challenge, especially in government service delivery where informed decisions are paramount. Traditional approaches struggle with the enormity of data, highlighting the need for a new approach that integrates data science and machine learning. The book, Machine Learning and Data Science Techniques for Effective Government Service Delivery, becomes a vital resource in this transformation, offering a deep understanding of these technologies and their applications. Within the complex landscape of modern governance, this book stands as a solution-oriented guide. Recognizing data's value in the 21stcentury, it navigates the world of data science and machine learning, enhancing the mechanics of government service. By addressing citizens' evolving needs, these advanced methods counter inefficiencies in traditional systems. Tailored forexperts across technology, academia, and government, the book bridges theory and practicality. Covering foundational concepts and innovative applications, it explores the potential of data-driven decision-making for a more efficient and citizen-centric government future."--
ISBN: 9781668497180$q(ebook)Subjects--Topical Terms:
208018
Internet in public administration.
Index Terms--Genre/Form:
214472
Electronic books.
LC Class. No.: JF1525.A8 / M336 2024e
Dewey Class. No.: 352.70285/531
Machine learning and data science techniques for effective government service delivery
LDR
:03312nmm a2200253 a 4500
001
662266
006
m d
007
cr nn muauu
008
241202s2024 pau fob 001 0 eng d
020
$a
9781668497180$q(ebook)
020
$a
9781668497166$q(print)
020
$a
1668497166$q(hardcover)
035
$a
(OCoLC)1422145628
035
$a
00319955
040
$a
CaBNVSL
$b
eng
$c
CaBNVSL
$d
CaBNVSL
041
0
$a
eng
050
4
$a
JF1525.A8
$b
M336 2024e
082
0 4
$a
352.70285/531
$2
23
245
0 0
$a
Machine learning and data science techniques for effective government service delivery
$h
[electronic resource] /
$c
Olalekan Samuel Ogunleye, editor.
260
$a
Hershey, Pennsylvania :
$b
IGI Global,
$c
2024.
300
$a
1 online resource (344 p.)
504
$a
Includes bibliographical references and index.
505
0
$a
Chapter 1. Using artificial intelligence to enhance e-government services delivery through data science and machine learning -- Chapter 2. Enterprise transformation projects: the polymathic enterprise architecture-based generic learning processes (PEAbGLP) -- Chapter 3. An anticipatory framework for categorizing Nigerian supreme court rulings -- Chapter 4. Artificial intelligence is the new secret sauce for good governance -- Chapter 5. Unveiling the power of machine learning algorithms -- Chapter 6. Developing a data lakehouse for a South African government-sector training authority: implementing quality control for incremental extract-load-transform pipelines in the ingestion layer -- Chapter 7. Developing a data lakehouse for a South African government-sector training authority: governance framework design through systematic literature review -- Chapter 8. Development, monitoring, and management approaches of machine learning implementations for the effective delivery of government services -- Chapter 9. The role of data science and volunteered geographic information in enhancing government service delivery: opportunities and challenges.
520
3
$a
"In our data-rich era, extracting meaningful insights from the vast amount of information has become a crucial challenge, especially in government service delivery where informed decisions are paramount. Traditional approaches struggle with the enormity of data, highlighting the need for a new approach that integrates data science and machine learning. The book, Machine Learning and Data Science Techniques for Effective Government Service Delivery, becomes a vital resource in this transformation, offering a deep understanding of these technologies and their applications. Within the complex landscape of modern governance, this book stands as a solution-oriented guide. Recognizing data's value in the 21stcentury, it navigates the world of data science and machine learning, enhancing the mechanics of government service. By addressing citizens' evolving needs, these advanced methods counter inefficiencies in traditional systems. Tailored forexperts across technology, academia, and government, the book bridges theory and practicality. Covering foundational concepts and innovative applications, it explores the potential of data-driven decision-making for a more efficient and citizen-centric government future."--
$c
Provided by publisher.
650
0
$a
Internet in public administration.
$3
208018
650
0
$a
Machine learning.
$3
188639
650
0
$a
Data mining.
$3
184440
655
4
$a
Electronic books.
$2
local.
$3
214472
700
1
$a
Ogunleye, Olalekan Samuel,
$d
1979-
$3
974069
710
2
$a
IGI Global.
$3
529832
856
4 0
$u
http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-6684-9716-6
based on 0 review(s)
ALL
電子館藏
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
000000243127
電子館藏
1圖書
電子書
EB JF1525.A8 M336 2024e 2024
一般使用(Normal)
On shelf
0
1 records • Pages 1 •
1
Multimedia
Multimedia file
http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-6684-9716-6
Reviews
Add a review
and share your thoughts with other readers
Export
pickup library
Processing
...
Change password
Login