Sign-In
Cart
Artificial Intelligence Applications in Educational Learning and Assessment
Hardcover
General EducationGeneral Sociology
ISBN13: 9783032343994
Publisher: Springer
Published: Feb 15 2027
Language: English
This volume gives an overview on how Artificial Intelligence (AI) is transforming educational learning and assessment by addressing challenges in test development, administration, scoring, and student learning progression. AI integrates advanced technologies into teaching and evaluation, enhancing learning experiences, personalizing education, and streamlining assessments through data-driven algorithms and machine learning techniques. AI-powered systems adapt to individual learners, provide real-time feedback, and automate administrative tasks like grading.
Applications of AI in education include automated item generation (AIG), natural language processing (NLP), learning analytics, adaptive learning, intelligent tutoring systems, and automated scoring. Recently, generative AI has enabled large-scale test item development, such as the item factory, which automates item generation, quality assurance, and crowdsourcing techniques for adaptive testing. AI enhances assessment accuracy by reducing human biases and errors while enabling personalized learning paths that cater to different student needs and learning styles. It empowers educators with data-driven insights, improving instructional strategies and early intervention for struggling students. Additionally, AI's scalability allows for the efficient delivery of personalized education without increasing teaching staff.
However, ethical concerns, including bias, data privacy, and equitable access are also carefully addressed. Rather than replacing educators, AI should serve as a collaborative tool that enhances teaching and learning, fostering a more inclusive, effective, and student-centered education system.
This book is useful for graduate students, researchers and education policy makers.
Also from
Von Davier, Alina A.
Also in
General Sociology
I Can't Believe I Did That: The Game That Gives You Points for Sharing Awkward, Awesome, and Unforgettable Memories: Card Games
Nadelberg, David
Katcher, Neil
Other
Solidarity: The Past, Present, and Future of a World-Changing Idea
Hunt-Hendrix, Leah
Taylor, Astra
Hardcover
Designed for Hi-Fi Living: The Vinyl LP in Midcentury America
Schroeder, Jonathan
Borgerson, Janet
Paperback
Guerrilleros and Neighbours in Arms: Identities & Cultures of Anti-Fascist Resistance in Spain
Marco
Paperback
Urban Revolutions: Urbanisation and (Neo-)Colonialism in Transatlantic Context
Kipfer, Stefan
Paperback
The Destiny of Modern Societies: The Calvinist Predestination of a New Society
Zafirovski, Milan
Paperback
Disciplining the Poor: Neoliberal Paternalism and the Persistent Power of Race
Soss, Joe
Fording, Richard C.
Schram, Sanford F.
Paperback
Physics of the Future: How Science Will Shape Human Destiny and Our Daily Lives by the Year 2100
Kaku, Michio
Hardcover
The Agrarian Seeds of Empire: The Political Economy of Agriculture in Us State Building
Bauerly, Brad
Paperback
The Sociogony: Social Facts and the Ontology of Objects, Things, and Monsters
Worrell, Mark P.
Paperback
Revolution and Its Alternatives: Other Marxisms, Other Empowerments, Other Priorities
Brass, Tom
Paperback
What If?2: Additional Serious Scientific Answers to Absurd Hypothetical Questions
Randall Munroe
Paperback
How to Be Less Stupid about Race: On Racism, White Supremacy, and the Racial Divide
Fleming, Crystal M.
Hardcover
You Have Stept Out of Your Place: A History of Women and Religion in America
Lindley, Susan Hill
Paperback
The Day It Finally Happens: Alien Contact, Dinosaur Parks, Immortal Humans--And Other Possible Phenomena
Pearl, Mike
Paperback
Building Communities from the Inside Out: A Path Toward Finding and Mobilizing a Community's Assets
Kretzmann, John P.
Paperback
Something New Under the Sun: An Environmental History of the Twentieth-Century World
McNeill, J. R.
Paperback
Screening Out the Past: The Birth of Mass Culture and the Motion Picture Industry
May, Lary
Paperback
The Clash of Globalizations: Neo-Liberalism, the Third Way and Anti-Globalization
Kiely, Ray
Paperback
Aging Out: An Exploration of Caregiving, Community, and How Americans Grow Old
Schiller, Lucy
Hardcover
If Anyone Builds It, Everyone Dies: Why Superhuman AI Would Kill Us All
Yudkowsky, Eliezer
Soares, Nate
Hardcover
AI for Good: How Real People Are Using Artificial Intelligence to Fix Things That Matter
Tyrangiel, Josh
Hardcover
There Is No Place for Us: Working and Homeless in America (Pulitzer Prize Winner)
Goldstone, Brian
Paperback
The Story of Your Life: How Social Media Shapes the Way We Experience Everything
Jezer-Morton, Kathryn
Hardcover
Doing Small Things with Great Love: How Everyday Humanitarians Are Changing the World
Eubank, Sharon
Hardcover
American Alt: A True Story of Madness and Friendship in a Fractured Country
Lockhart, Chris
Hardcover
There Is No Place for Us: Working and Homeless in America (Pulitzer Prize Winner)
Goldstone, Brian
Hardcover
Like, Follow, Subscribe: Influencer Kids and the Cost of a Childhood Online
Latifi, Fortesa
Hardcover
The Culting of America: What Makes a Cult and Why We Love Them
Mestyanek Young, Daniella
Reed, Amy
Hardcover
Revenge of the Tipping Point: Overstories, Superspreaders, and the Rise of Social Engineering
Gladwell, Malcolm
Paperback
Life After Cars: Freeing Ourselves from the Tyranny of the Automobile
Gordon, Doug
Naparstek, Aaron
Goodyear, Sarah
Hardcover
Expecting Better: Why the Conventional Pregnancy Wisdom Is Wrong--and What You Really Need to Know
Oster, Emily
Paperback
Scream with Me: Horror Films and the Rise of American Feminism (1968-1980)
Johnson, Eleanor
Hardcover
The Tribe and I Have Spoken: The Definitive (Unofficial) Lore and Legacy from the Game's Smartest Surviving Loser
Kavutskiy, Alex
Cesternino, Rob
Hardcover
Let This Radicalize You: Organizing and the Revolution of Reciprocal Care
Hayes, Kelly
Kaba, Mariame
Paperback
Shadow Before the Flame: The Hindenburg Disaster and the Prelude to War
Katz, Catherine Grace
Hardcover
Freedom Is a Constant Struggle: Ferguson, Palestine, and the Foundations of a Movement
Davis, Angela Y.
Paperback
Mailman: My Wild Ride Delivering the Mail in Appalachia and Finally Finding Home
Grant, Stephen Starring
Paperback
The Power Broker (Pulitzer Prize Winner): Robert Moses and the Fall of New York
Caro, Robert A.
Paperback
Who We Are Becoming Matters: The Courage, Wisdom, and Aloha We Need in a Timeplace of Collapse
Wong, Norma Kaweloku
Paperback
One Bad Mother: In Praise of Psycho Housewives, Stage Parents, Momfluencers, and Other Women We Love to Hate
Dickson, Ej
Hardcover
Te vas a morir y todavía no has empezado a vivir: 29 principios para vivir mejor (y con más sentido)
Falces, Laura
Moreno Montana, Uli
Paperback
Girl on Girl: How Pop Culture Turned a Generation of Women Against Themselves
Gilbert, Sophie
Paperback
Street Smarts: Trust Your Instincts, Outsmart Danger, and Stay Safe in a World That Isn't
Eve, Dannah
Hardcover
Prophecy: Prediction, Power, and the Fight for the Future, from Ancient Oracles to AI
Veliz, Carissa
Hardcover
From Life Itself: Turkey, Istanbul, and a Neighborhood in the Age of Erdoğan
Hansen, Suzy
Hardcover
In Sickness and in Health: Love Stories from the Front Lines of America's Caregiving Crisis
Mauldin, Laura
Hardcover
Pay Attention: How the Algorithms and Media Wars Are Suppressing Truth and Rewiring Your Brain
Pakman, David
Hardcover
Our Minds Were Always Free: A History of How Black Brilliance Was Exploited--And the Fight to Retake Control
Davis, Lisa E.
Hardcover
Killers of Roe: My Investigation Into the Mysterious Death of Abortion Rights
Littlefield, Amy
Hardcover
Las Como Hablar para que Los Ninos Escuchen: y Como Escuchar para que los Ninos Hablen
Mazlish, Elaine
Faber, Adele
Paperback
How to Break Up with Your Phone, Revised Edition: The 30-Day Digital Detox Plan
Price, Catherine
Paperback
When Everyone Knows That Everyone Knows . . .: Common Knowledge and the Mysteries of Money, Power, and Everyday Life
Pinker, Steven
Hardcover
One Nation Under Blackmail - Vol. 1: The Sordid Union Between Intelligence and Crime That Gave Rise to Jeffrey Epstein, Vol.1
Webb, Whitney Alyse
Paperback
Hated by All the Right People: Tucker Carlson and the Unraveling of the Conservative Mind
Zengerle, Jason
Hardcover
Mailman: My Wild Ride Delivering the Mail in Appalachia and Finally Finding Home
Grant, Stephen Starring
Hardcover
Midnight in Chernobyl: The Untold Story of the World's Greatest Nuclear Disaster
Higginbotham, Adam
Paperback
Nostalgic Word Search for Adults and Seniors (Large/Big Print) (Large Print Edition)
Press Books, D&e
Paperback
Torched: How a City Was Left to Burn, and the Olympic Rush to Rebuild L.A.
Vigliotti, Jonathan
Hardcover