A Machine Learning, Artificial Intelligence Approach to Institutional Effectiveness in Higher Education
Category: eBooks
- views: 22
- date: 22 September 2026
- posted by: BeMyLove

A Machine Learning, Artificial Intelligence Approach to Institutional Effectiveness in Higher Education | 14.44 MB
Title: A Machine Learning, Artificial Intelligence Approach to Institutional Effectiveness in Higher Education
Author: Moye, John N.;
Category: Education & Teaching, Educational Reform, Computers & Technology, Leadership, Higher Education
Language: English | 247 Pages | ISBN: 9781789739015
Description:
The Institutional Research profession is currently experimenting with many strategies to assess institutional effectiveness in a manner that reflects the letter and spirit of their unique mission, vision, and values. While a "best-practices" approach to the measurement and assessment of institutional functions is prevalent in the literature, a machine learning approach that synthesizes these parts into a coherent and synergistic approach has not emerged. A Machine Learning, Artificial Intelligence Approach to Institutional Effectiveness in Higher Education presents a practical, effective, and systematic approach to the measurement, assessment, and sensemaking of institutional performance. Included are instruments and strategies to measure and assess the performance of Curriculum, Learning, Instruction, Support Services, and Program Feasibility as well as a meaningful Environmental Scanning method. The data collected in this system are organized into assessments of institutional effectiveness through the application of machine learning data processes that create an artificial intelligence model of actual institutional performance from the raw performance data. This artificial intelligence is visualized through five organizational sensemaking approaches to monitor, demonstrate, and improve institutional performance. Thus, this book provides a set of tools that can be adopted or adapted to the specific intentions of any institution, making it an invaluable resource for Higher Education administrators, leaders and practitioners.
DOWNLOAD:
https://rapidgator.net/file/2a3cf5dd4f80eb7315113ea9b2d9aeeb/A_Machine_Learning_Artificial_Intelligence_Approach_to_Institutional_Effectiveness_in_Higher_Education.rar
https://nitroflare.com/view/21F8A4E8FFE78E7/A_Machine_Learning_Artificial_Intelligence_Approach_to_Institutional_Effectiveness_in_Higher_Education.rar
The Institutional Research profession is currently experimenting with many strategies to assess institutional effectiveness in a manner that reflects the letter and spirit of their unique mission, vision, and values. While a "best-practices" approach to the measurement and assessment of institutional functions is prevalent in the literature, a machine learning approach that synthesizes these parts into a coherent and synergistic approach has not emerged. A Machine Learning, Artificial Intelligence Approach to Institutional Effectiveness in Higher Education presents a practical, effective, and systematic approach to the measurement, assessment, and sensemaking of institutional performance. Included are instruments and strategies to measure and assess the performance of Curriculum, Learning, Instruction, Support Services, and Program Feasibility as well as a meaningful Environmental Scanning method. The data collected in this system are organized into assessments of institutional effectiveness through the application of machine learning data processes that create an artificial intelligence model of actual institutional performance from the raw performance data. This artificial intelligence is visualized through five organizational sensemaking approaches to monitor, demonstrate, and improve institutional performance. Thus, this book provides a set of tools that can be adopted or adapted to the specific intentions of any institution, making it an invaluable resource for Higher Education administrators, leaders and practitioners.
DOWNLOAD:
https://rapidgator.net/file/2a3cf5dd4f80eb7315113ea9b2d9aeeb/A_Machine_Learning_Artificial_Intelligence_Approach_to_Institutional_Effectiveness_in_Higher_Education.rar
https://nitroflare.com/view/21F8A4E8FFE78E7/A_Machine_Learning_Artificial_Intelligence_Approach_to_Institutional_Effectiveness_in_Higher_Education.rar
We need your support!
Make a donation to help us stay online
Bitcoin (BTC)
bc1q08g9d22cxkawsjlf8etuek2pc9n2a3hs4cdrld
Bitcoin Cash (BCH)
qqvwexzhvgauxq2apgc4j0ewvcak6hh6lsnzmvtkem
Ethereum (ETH)
0xb55513D2c91A6e3c497621644ec99e206CDaf239
Litecoin (LTC)
ltc1qt6g2trfv9tjs4qj68sqc4uf0ukvc9jpnsyt59u
USDT (ERC20)
0xb55513D2c91A6e3c497621644ec99e206CDaf239
USDT (TRC20)
TYdPNrz7v1P9riWBWZ317oBgJueheGjATm
Information |
|||
![]() |
Users of GUESTS are not allowed to comment this publication. | ||









