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OFFICIAL VERIFIED

Human Computation (Synthesis Lectures on Artificial Intelligence and Machine Learning)

by Edith Law g
Book Cover
4.22
75,970 ratings · 7,720 reviews
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OFFICIAL VERIFIED

Human Computation (Synthesis Lectures on Artificial Intelligence and Machine Learning)

by Edith Law g
4.22 75,970 ratings · 7,720 reviews
Discover Human Computation (Synthesis Lectures on Artificial Intelligence and Machine Learning) by Edith Law. Start reading today and explore ideas, insights, and experiences that stay with you.

Overview: Human computation is a new and evolving research area that centers around harnessing human intelligence to solve computational problems that are beyond the scope of existing Artificial Intelligence (AI) algorithms. With the growth of the Web, human computation systems can now leverage the abilities of an unprecedented number of people via the Web to perform complex computation. There are various genres of human computation applications that exist today. Games with a purpose (e.g., the ESP Game) specifically target online gamers who generate useful data (e.g., image tags) while playing an enjoyable game. Crowdsourcing marketplaces (e.g., Amazon Mechanical Turk) are human computation systems that coordinate workers to perform tasks in exchange for monetary rewards. In identity verification tasks, users perform computation in order to gain access to some online content; an example is reCAPTCHA, which leverages millions of users who solve CAPTCHAs every day to correct words in books that optical character recognition (OCR) programs fail to recognize with certainty. This book is aimed at achieving four goals: (1) defining human computation as a research area; (2) providing a comprehensive review of existing work; (3) drawing connections to a wide variety of disciplines, including AI, Machine Learning, HCI, Mechanism/Market Design and Psychology, and capturing their unique perspectives on the core research questions in human computation; and (4) suggesting promising research directions for the future. Table of Contents: Introduction / Human Computation Algorithms / Aggregating Outputs / Task Routing / Understanding Workers and Requesters / The Art of Asking Questions / The Future of Human Computation

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Details & Genres

Science Non Fiction To Read Books I Have O1 Ebooks_i_own Computer Science And Security تخصص
Length N/A pages
Published January 15, 2011
ISBN-13 9046487

More Books By: Edith Law


Edith Law
About the Author Edith Law
19,062 followers

Edith Law is the author of several novels. Originally from the East Coast, they now live in the Midwest with family. In addition to writing, Edith Law enjoys gardening, cooking, and reading way past bedtime. Their work often explores the complexities of everyday life and human relationships.

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Susan Jones
Susan Jones September 28, 2024
I liked it for the most part. The middle dragged a tiny bit, but the ending totally made up for it. Not bad at all.
Sharon Cruz
Sharon Cruz December 08, 2024
Really enjoyed this one. The pacing was spot on and the characters felt real. I didn't find myself getting bored at any point. Would probably read it again at some point.
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Nicholas Johnson
Nicholas Johnson March 25, 2025
An average read for me. The writing was fine, but I didn't feel very connected to the characters. They felt a bit flat. Probably won't read it again, but it was an okay way to pass the time.
Rebecca Garcia
Rebecca Garcia October 09, 2024
Really enjoyed this one. It has a good balance of dialogue and description. Everything felt like it moved at the right speed. A solid 5/5 for me.
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Stephanie Baker August 05, 2025
Honestly one of the better books I've read lately. The pacing was spot on and the characters felt real. I didn't find myself getting bored at any point. Will be looking for more from this author.
Mark Edwards
Mark Edwards July 30, 2025
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Eric Thompson September 09, 2025
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Gary Anderson September 27, 2024
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Ashley Martin December 10, 2024
A very satisfying read. The author did a great job wrapping everything up at the end. No weird plot holes left behind. Worth the time and money.
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Nicholas Williams March 31, 2024
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Nicholas Hernandez May 09, 2025
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Elizabeth Nguyen July 05, 2025
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Laura Lee January 10, 2024
A very satisfying read. The pacing was spot on and the characters felt real. I didn't find myself getting bored at any point. Will be looking for more from this author.
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Ryan Flores December 14, 2025
A very satisfying read. I got really invested in the main character's journey. Everything just clicked for me. Worth the time and money.
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Joshua Gonzalez
Joshua Gonzalez August 09, 2024
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Edward Smith September 19, 2025
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I was pleasantly surprised. The pacing was spot on and the characters felt real. I didn't find myself getting bored at any point. Definitely recommend it if you like this genre.
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George Adams June 30, 2025
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Gary Hernandez September 14, 2024
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Joseph Anderson
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I liked it for the most part. The middle dragged a tiny bit, but the ending totally made up for it. Still a good book.
Ryan Green
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I was pleasantly surprised. I loved how the story unfolded. It kept me guessing without being too confusing. A solid 5/5 for me.
Sarah Brown
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A very satisfying read. I got really invested in the main character's journey. Everything just clicked for me. Would probably read it again at some point.
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A very satisfying read. The author did a great job wrapping everything up at the end. No weird plot holes left behind. Would probably read it again at some point.
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It was okay. Some parts were interesting, while others were a bit of a slog to get through. Probably won't read it again, but it was an okay way to pass the time.
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Glad someone recommended this to me. I loved how the story unfolded. It kept me guessing without being too confusing. Glad I picked this up.
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Christopher Hernandez September 09, 2025
Glad someone recommended this to me. It has a good balance of dialogue and description. Everything felt like it moved at the right speed. Worth the time and money.
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Robert Lee October 06, 2025
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Karen Miller
Karen Miller December 17, 2024
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Michelle Perez
Michelle Perez March 22, 2024
Glad someone recommended this to me. The author did a great job wrapping everything up at the end. No weird plot holes left behind. Worth the time and money.
Ryan Green
Ryan Green December 23, 2025
Such a great read. I loved how the story unfolded. It kept me guessing without being too confusing. Would probably read it again at some point.
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Honestly one of the better books I've read lately. The pacing was spot on and the characters felt real. I didn't find myself getting bored at any point. Definitely recommend it if you like this genre.
Eric King
Eric King April 26, 2024
Honestly one of the better books I've read lately. The writing style is very engaging. It’s easy to follow but still has a lot of depth. Would probably read it again at some point.
Joshua Moore
Joshua Moore January 21, 2024
I liked it for the most part. Interesting premise and executed fairly well. Just a few slow chapters here and there. I'd probably recommend it to a friend.
Jessica Martin
Jessica Martin January 29, 2025
A very satisfying read. The pacing was spot on and the characters felt real. I didn't find myself getting bored at any point. A solid 5/5 for me.
Sandra Carter
Sandra Carter May 28, 2024
Finished it in a couple of days. The author did a great job wrapping everything up at the end. No weird plot holes left behind. Worth the time and money.
Stephanie Baker
Stephanie Baker May 27, 2025
Finished it in a couple of days. The writing style is very engaging. It’s easy to follow but still has a lot of depth. A solid 5/5 for me.
Rebecca Jones
Rebecca Jones July 17, 2024
Finished it in a couple of days. It has a good balance of dialogue and description. Everything felt like it moved at the right speed. Glad I picked this up.
Deborah Martinez
Deborah Martinez June 29, 2024
Such a great read. The author did a great job wrapping everything up at the end. No weird plot holes left behind. A solid 5/5 for me.
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Donna Brown December 22, 2024
Such a great read. The writing style is very engaging. It’s easy to follow but still has a lot of depth. A solid 5/5 for me.
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Mark Thompson March 10, 2025
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Robert Baker April 13, 2024
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Susan Gomez November 13, 2024
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Susan Jones February 28, 2024
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Honestly one of the better books I've read lately. The author did a great job wrapping everything up at the end. No weird plot holes left behind. Will be looking for more from this author.
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Susan Clark October 29, 2024
Glad someone recommended this to me. The writing style is very engaging. It’s easy to follow but still has a lot of depth. Definitely recommend it if you like this genre.
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Karen Johnson October 23, 2024
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Paul Smith
Paul Smith February 25, 2025
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Richard Anderson June 09, 2024
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Jennifer Diaz
Jennifer Diaz July 17, 2024
Finished it in a couple of days. The author did a great job wrapping everything up at the end. No weird plot holes left behind. Worth the time and money.
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Stephanie Baker September 12, 2024
Really enjoyed this one. It has a good balance of dialogue and description. Everything felt like it moved at the right speed. Would probably read it again at some point.
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Kevin Smith September 20, 2025
I was pleasantly surprised. The author did a great job wrapping everything up at the end. No weird plot holes left behind. A solid 5/5 for me.
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Honestly one of the better books I've read lately. The pacing was spot on and the characters felt real. I didn't find myself getting bored at any point. Glad I picked this up.
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Such a great read. The author did a great job wrapping everything up at the end. No weird plot holes left behind. Worth the time and money.
John Nelson
John Nelson July 29, 2025
Such a great read. The pacing was spot on and the characters felt real. I didn't find myself getting bored at any point. Glad I picked this up.
Mark Thomas
Mark Thomas April 27, 2024
I was pleasantly surprised. The author did a great job wrapping everything up at the end. No weird plot holes left behind. Worth the time and money.
Michael Nguyen
Michael Nguyen December 18, 2025
Finished it in a couple of days. I loved how the story unfolded. It kept me guessing without being too confusing. Will be looking for more from this author.
Thomas Scott
Thomas Scott January 10, 2025
Good, but not quite perfect. Interesting premise and executed fairly well. Just a few slow chapters here and there. Enjoyable weekend read.
Sharon Campbell
Sharon Campbell January 06, 2025
Took me a few chapters to get into it, but it was worth it. The middle dragged a tiny bit, but the ending totally made up for it. I'd probably recommend it to a friend.
Michael Rodriguez
Michael Rodriguez June 16, 2024
Took me a few chapters to get into it, but it was worth it. The middle dragged a tiny bit, but the ending totally made up for it. A solid 4 stars from me.
Ryan Nguyen
Ryan Nguyen April 09, 2025
A solid read. The middle dragged a tiny bit, but the ending totally made up for it. A solid 4 stars from me.
Dorothy Flores
Dorothy Flores July 04, 2024
I have mixed feelings about this one. The pacing was a bit slow and I found myself skimming a few pages. It wasn't terrible, just okay. Might work better for someone else, just wasn't completely for me.
Robert Lee
Robert Lee August 24, 2025
I was pleasantly surprised. The author did a great job wrapping everything up at the end. No weird plot holes left behind. Worth the time and money.
Jacob Hernandez
Jacob Hernandez September 20, 2025
Finished it in a couple of days. I got really invested in the main character's journey. Everything just clicked for me. A solid 5/5 for me.
Matthew Baker
Matthew Baker March 27, 2024
Good, but not quite perfect. The middle dragged a tiny bit, but the ending totally made up for it. I'd probably recommend it to a friend.
Kevin Rivera
Kevin Rivera January 17, 2025
A very satisfying read. The writing style is very engaging. It’s easy to follow but still has a lot of depth. Glad I picked this up.
Margaret Johnson
Margaret Johnson August 11, 2025
Not bad, but not my favorite. It had some good moments, but the overall plot felt a bit disjointed in the second half. Probably won't read it again, but it was an okay way to pass the time.
Betty Taylor
Betty Taylor February 11, 2025
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Betty Mitchell
Betty Mitchell December 12, 2024
Finished it in a couple of days. I got really invested in the main character's journey. Everything just clicked for me. Would probably read it again at some point.
Kevin Allen
Kevin Allen July 30, 2024
Finished it in a couple of days. I got really invested in the main character's journey. Everything just clicked for me. Would probably read it again at some point.
Eric Thomas
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Kimberly Rodriguez
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Pretty good overall. Writing is good, just wish there was a bit more depth in certain parts. Still kept my attention though. Not bad at all.
Matthew Torres
Matthew Torres March 28, 2024
A solid read. I liked the main character, though some of the side plots were just okay. Not bad at all.
George  Parker
George Parker July 27, 2025
I was pleasantly surprised. It has a good balance of dialogue and description. Everything felt like it moved at the right speed. Would probably read it again at some point.
Donna Green
Donna Green July 01, 2025
It was just alright. Some parts were interesting, while others were a bit of a slog to get through. Just right down the middle.
Thomas Ramirez
Thomas Ramirez September 21, 2025
Glad someone recommended this to me. The author did a great job wrapping everything up at the end. No weird plot holes left behind. Glad I picked this up.
Jennifer Robinson
Jennifer Robinson May 08, 2024
I liked it for the most part. Writing is good, just wish there was a bit more depth in certain parts. Still kept my attention though. Enjoyable weekend read.
Linda King
Linda King May 05, 2024
Honestly one of the better books I've read lately. The pacing was spot on and the characters felt real. I didn't find myself getting bored at any point. Glad I picked this up.
Sarah Brown
Sarah Brown March 02, 2024
I liked it for the most part. I liked the main character, though some of the side plots were just okay. Enjoyable weekend read.
Betty Jackson
Betty Jackson October 13, 2024
A very satisfying read. I loved how the story unfolded. It kept me guessing without being too confusing. Will be looking for more from this author.
Mark Wilson
Mark Wilson December 01, 2025
Took me a few chapters to get into it, but it was worth it. Writing is good, just wish there was a bit more depth in certain parts. Still kept my attention though. Not bad at all.
Jennifer Jones
Jennifer Jones October 31, 2024
Glad someone recommended this to me. I got really invested in the main character's journey. Everything just clicked for me. Will be looking for more from this author.
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