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EARNINGS PER SHARE (Details) - USD ($)
$ / shares in Units, shares in Thousands, $ in Thousands
3 Months Ended 12 Months Ended
Dec. 31, 2019
Sep. 30, 2019
Jun. 30, 2019
Mar. 31, 2019
Dec. 31, 2018
Sep. 30, 2018
Jun. 30, 2018
Mar. 31, 2018
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Earnings Per Share [Abstract]                      
Net (loss) income attributable to Altisource $ (306,106) $ 7,165 $ (5,844) $ (3,184) $ (11,485) $ 8,667 $ 1,568 $ (4,132) $ (307,969) $ (5,382) $ 308,891
Weighted average common shares outstanding, basic (in shares) 15,568 15,897 16,214 16,292 16,745 17,033 17,142 17,378 15,991 17,073 18,183
Dilutive effect of stock options, restricted shares and restricted share units (in shares)                 0 0 509
Weighted average common shares outstanding, diluted (in shares) 15,568 16,151 16,214 16,292 16,745 17,575 17,553 17,378 15,991 17,073 18,692
(Loss) earnings per share:                      
Basic (in dollars per share) $ (19.66) $ 0.45 $ (0.36) $ (0.20) $ (0.69) $ 0.51 $ 0.09 $ (0.24) $ (19.26) $ (0.32) $ 16.99
Diluted (in dollars per share) $ (19.66) $ 0.44 $ (0.36) $ (0.20) $ (0.69) $ 0.49 $ 0.09 $ (0.24) $ (19.26) $ (0.32) $ 16.53
Anti-dilutive securities                      
Excluded from the computation of diluted EPS (in shares)                 1,600 1,200 800
Options, Restricted Stock and Restricted Stock Units Whose Impacts are Anti-Dilutive Because of Net Loss                      
Anti-dilutive securities                      
Excluded from the computation of diluted EPS (in shares)                 300 500  
Options Whose Exercise Price is Greater than Average Market Price                      
Anti-dilutive securities                      
Excluded from the computation of diluted EPS (in shares)                 500 300 500
Options, Restricted Shares and Restricted Share Units Issuable upon Achievement of Certain Market and Performance Criteria That Has Not Been Met                      
Anti-dilutive securities                      
Excluded from the computation of diluted EPS (in shares)                 800 500 400