An intelligence in our image :: the risks of bias and errors in artificial intelligence /
"Machine learning algorithms and artificial intelligence systems influence many aspects of people's lives: news articles, movies to watch, people to spend time with, access to credit, and even the investment of capital. Algorithms have been empowered to make such decisions and take actions...
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Santa Monica, Calif. :
RAND,
[2017]
|
| Schriftenreihe: | Research report (Rand Corporation) ;
RR-1744-RC. |
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Zusammenfassung: | "Machine learning algorithms and artificial intelligence systems influence many aspects of people's lives: news articles, movies to watch, people to spend time with, access to credit, and even the investment of capital. Algorithms have been empowered to make such decisions and take actions for the sake of efficiency and speed. Despite these gains, there are concerns about the rapid automation of jobs (even such jobs as journalism and radiology). A better understanding of attitudes toward and interactions with algorithms is essential precisely because of the aura of objectivity and infallibility cultures tend to ascribe to them. This report illustrates some of the shortcomings of algorithmic decisionmaking, identifies key themes around the problem of algorithmic errors and bias, and examines some approaches for combating these problems. This report highlights the added risks and complexities inherent in the use of algorithmic decisionmaking in public policy. The report ends with a survey of approaches for combating these problems"--Publisher's description. |
| Beschreibung: | "April 5, 2017"--Table of contents page. |
| Beschreibung: | 1 online resource (ix, 34 pages) : color illustrations |
| Bibliographie: | Includes bibliographical references (pages 29-34). |
| ISBN: | 9780833097668 0833097660 |
Internformat
MARC
| LEADER | 00000cam a2200000 i 4500 | ||
|---|---|---|---|
| 001 | ZDB-4-EBA-ocn982111463 | ||
| 003 | OCoLC | ||
| 005 | 20241004212047.0 | ||
| 006 | m o d | ||
| 007 | cr mn||||||||| | ||
| 008 | 170411t20172017caua ob 000 0 eng d | ||
| 040 | |a DOS |b eng |e rda |e pn |c DOS |d BTCTA |d YDX |d EBLCP |d MERUC |d N$T |d OSU |d OCLCQ |d W2U |d AGLDB |d IGB |d CN8ML |d SNK |d INTCL |d MHW |d BTN |d AUW |d WRM |d OCLCF |d OCLCQ |d VTS |d OCLCQ |d INT |d D6H |d OCLCQ |d G3B |d LVT |d S8I |d S8J |d S9I |d DEBBG |d OCLCQ |d STF |d OCLCQ |d AD# |d OCLCQ |d OCLCO |d OCLCQ |d OCLCO |d OCLCL |d OCLCQ | ||
| 019 | |a 985204653 |a 985377924 |a 985650810 |a 985758834 |a 986139516 |a 986156412 |a 986404740 |a 986450455 |a 986560729 |a 986807340 |a 989981691 |a 990321609 |a 1007230530 |a 1007241657 |a 1083533704 | ||
| 020 | |a 9780833097668 |q (electronic bk.) | ||
| 020 | |a 0833097660 |q (electronic bk.) | ||
| 020 | |z 9780833097637 | ||
| 020 | |z 0833097636 | ||
| 024 | 8 | |a 14265241 | |
| 035 | |a (OCoLC)982111463 |z (OCoLC)985204653 |z (OCoLC)985377924 |z (OCoLC)985650810 |z (OCoLC)985758834 |z (OCoLC)986139516 |z (OCoLC)986156412 |z (OCoLC)986404740 |z (OCoLC)986450455 |z (OCoLC)986560729 |z (OCoLC)986807340 |z (OCoLC)989981691 |z (OCoLC)990321609 |z (OCoLC)1007230530 |z (OCoLC)1007241657 |z (OCoLC)1083533704 | ||
| 050 | 4 | |a Q325.5 |b .O86 2017eb online | |
| 072 | 7 | |a COM |x 000000 |2 bisacsh | |
| 082 | 7 | |a 006.31 |2 23 | |
| 049 | |a MAIN | ||
| 100 | 1 | |a Osoba, Osonde, |e author. |0 http://id.loc.gov/authorities/names/n2017181704 | |
| 245 | 1 | 3 | |a An intelligence in our image : |b the risks of bias and errors in artificial intelligence / |c Osonde A. Osoba, William Welser IV. |
| 246 | 3 | |a Risks of Bias and Errors in Artificial Intelligence | |
| 264 | 1 | |a Santa Monica, Calif. : |b RAND, |c [2017] | |
| 264 | 4 | |c ©2017 | |
| 300 | |a 1 online resource (ix, 34 pages) : |b color illustrations | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 490 | 1 | |a Research report ; |v RR-1744-RC | |
| 500 | |a "April 5, 2017"--Table of contents page. | ||
| 520 | |a "Machine learning algorithms and artificial intelligence systems influence many aspects of people's lives: news articles, movies to watch, people to spend time with, access to credit, and even the investment of capital. Algorithms have been empowered to make such decisions and take actions for the sake of efficiency and speed. Despite these gains, there are concerns about the rapid automation of jobs (even such jobs as journalism and radiology). A better understanding of attitudes toward and interactions with algorithms is essential precisely because of the aura of objectivity and infallibility cultures tend to ascribe to them. This report illustrates some of the shortcomings of algorithmic decisionmaking, identifies key themes around the problem of algorithmic errors and bias, and examines some approaches for combating these problems. This report highlights the added risks and complexities inherent in the use of algorithmic decisionmaking in public policy. The report ends with a survey of approaches for combating these problems"--Publisher's description. | ||
| 504 | |a Includes bibliographical references (pages 29-34). | ||
| 505 | 0 | |a Introduction -- Algorithms: definition and evaluation -- The problem in focus: factors and remedies -- Conclusion. | |
| 588 | 0 | |a Print version record. | |
| 650 | 0 | |a Machine learning. |0 http://id.loc.gov/authorities/subjects/sh85079324 | |
| 650 | 0 | |a Artificial intelligence |x Attitudes. | |
| 650 | 0 | |a Computational learning theory. |0 http://id.loc.gov/authorities/subjects/sh94004662 | |
| 650 | 0 | |a Errors. |0 http://id.loc.gov/authorities/subjects/sh85044727 | |
| 650 | 6 | |a Apprentissage automatique. | |
| 650 | 6 | |a Intelligence artificielle |x Attitudes. | |
| 650 | 6 | |a Théorie de l'apprentissage informatique. | |
| 650 | 6 | |a Erreurs. | |
| 650 | 7 | |a COMPUTERS |x General. |2 bisacsh | |
| 650 | 7 | |a Computational learning theory |2 fast | |
| 650 | 7 | |a Errors |2 fast | |
| 650 | 7 | |a Machine learning |2 fast | |
| 700 | 1 | |a Welser, William, |c IV, |e author. |1 https://id.oclc.org/worldcat/entity/E39PCjDht43wRMh74mT6wgMGxP |0 http://id.loc.gov/authorities/names/n2010013008 | |
| 710 | 2 | |a Rand Corporation, |e publisher, |e issuing body. |0 http://id.loc.gov/authorities/names/n78083407 | |
| 758 | |i has work: |a An intelligence in our image (Text) |1 https://id.oclc.org/worldcat/entity/E39PCG6HdDPWrdDKH9KfWrb7d3 |4 https://id.oclc.org/worldcat/ontology/hasWork | ||
| 776 | 0 | 8 | |i Print version: |a OSOBA, OSONDE. |t INTELLIGENCE IN OUR IMAGE. |d SANTA MONICA : RAND CORPORATION, 2017 |z 0833097636 |w (OCoLC)984705771 |
| 830 | 0 | |a Research report (Rand Corporation) ; |v RR-1744-RC. |0 http://id.loc.gov/authorities/names/no2013072664 | |
| 856 | 4 | 0 | |l FWS01 |p ZDB-4-EBA |q FWS_PDA_EBA |u https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=1510300 |3 Volltext |
| 938 | |a Baker and Taylor |b BTCP |n BK0020710066 | ||
| 938 | |a EBL - Ebook Library |b EBLB |n EBL4848967 | ||
| 938 | |a EBSCOhost |b EBSC |n 1510300 | ||
| 938 | |a YBP Library Services |b YANK |n 14265241 | ||
| 994 | |a 92 |b GEBAY | ||
| 912 | |a ZDB-4-EBA | ||
| 049 | |a DE-863 | ||
Datensatz im Suchindex
| DE-BY-FWS_katkey | ZDB-4-EBA-ocn982111463 |
|---|---|
| _version_ | 1816882385569972224 |
| adam_text | |
| any_adam_object | |
| author | Osoba, Osonde Welser, William, IV |
| author_GND | http://id.loc.gov/authorities/names/n2017181704 http://id.loc.gov/authorities/names/n2010013008 |
| author_facet | Osoba, Osonde Welser, William, IV |
| author_role | aut aut |
| author_sort | Osoba, Osonde |
| author_variant | o o oo w w ww |
| building | Verbundindex |
| bvnumber | localFWS |
| callnumber-first | Q - Science |
| callnumber-label | Q325 |
| callnumber-raw | Q325.5 .O86 2017eb online |
| callnumber-search | Q325.5 .O86 2017eb online |
| callnumber-sort | Q 3325.5 O86 42017EB ONLINE |
| callnumber-subject | Q - General Science |
| collection | ZDB-4-EBA |
| contents | Introduction -- Algorithms: definition and evaluation -- The problem in focus: factors and remedies -- Conclusion. |
| ctrlnum | (OCoLC)982111463 |
| dewey-full | 006.31 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 006 - Special computer methods |
| dewey-raw | 006.31 |
| dewey-search | 006.31 |
| dewey-sort | 16.31 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| format | Electronic eBook |
| fullrecord | <?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>04964cam a2200697 i 4500</leader><controlfield tag="001">ZDB-4-EBA-ocn982111463</controlfield><controlfield tag="003">OCoLC</controlfield><controlfield tag="005">20241004212047.0</controlfield><controlfield tag="006">m o d </controlfield><controlfield tag="007">cr mn|||||||||</controlfield><controlfield tag="008">170411t20172017caua ob 000 0 eng d</controlfield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">DOS</subfield><subfield code="b">eng</subfield><subfield code="e">rda</subfield><subfield code="e">pn</subfield><subfield code="c">DOS</subfield><subfield code="d">BTCTA</subfield><subfield code="d">YDX</subfield><subfield code="d">EBLCP</subfield><subfield code="d">MERUC</subfield><subfield code="d">N$T</subfield><subfield code="d">OSU</subfield><subfield code="d">OCLCQ</subfield><subfield code="d">W2U</subfield><subfield code="d">AGLDB</subfield><subfield code="d">IGB</subfield><subfield code="d">CN8ML</subfield><subfield code="d">SNK</subfield><subfield code="d">INTCL</subfield><subfield code="d">MHW</subfield><subfield code="d">BTN</subfield><subfield code="d">AUW</subfield><subfield code="d">WRM</subfield><subfield code="d">OCLCF</subfield><subfield code="d">OCLCQ</subfield><subfield code="d">VTS</subfield><subfield code="d">OCLCQ</subfield><subfield code="d">INT</subfield><subfield code="d">D6H</subfield><subfield code="d">OCLCQ</subfield><subfield code="d">G3B</subfield><subfield code="d">LVT</subfield><subfield code="d">S8I</subfield><subfield code="d">S8J</subfield><subfield code="d">S9I</subfield><subfield code="d">DEBBG</subfield><subfield code="d">OCLCQ</subfield><subfield code="d">STF</subfield><subfield code="d">OCLCQ</subfield><subfield code="d">AD#</subfield><subfield code="d">OCLCQ</subfield><subfield code="d">OCLCO</subfield><subfield code="d">OCLCQ</subfield><subfield code="d">OCLCO</subfield><subfield code="d">OCLCL</subfield><subfield code="d">OCLCQ</subfield></datafield><datafield tag="019" ind1=" " ind2=" "><subfield code="a">985204653</subfield><subfield code="a">985377924</subfield><subfield code="a">985650810</subfield><subfield code="a">985758834</subfield><subfield code="a">986139516</subfield><subfield code="a">986156412</subfield><subfield code="a">986404740</subfield><subfield code="a">986450455</subfield><subfield code="a">986560729</subfield><subfield code="a">986807340</subfield><subfield code="a">989981691</subfield><subfield code="a">990321609</subfield><subfield code="a">1007230530</subfield><subfield code="a">1007241657</subfield><subfield code="a">1083533704</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9780833097668</subfield><subfield code="q">(electronic bk.)</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">0833097660</subfield><subfield code="q">(electronic bk.)</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="z">9780833097637</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="z">0833097636</subfield></datafield><datafield tag="024" ind1="8" ind2=" "><subfield code="a">14265241</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)982111463</subfield><subfield code="z">(OCoLC)985204653</subfield><subfield code="z">(OCoLC)985377924</subfield><subfield code="z">(OCoLC)985650810</subfield><subfield code="z">(OCoLC)985758834</subfield><subfield code="z">(OCoLC)986139516</subfield><subfield code="z">(OCoLC)986156412</subfield><subfield code="z">(OCoLC)986404740</subfield><subfield code="z">(OCoLC)986450455</subfield><subfield code="z">(OCoLC)986560729</subfield><subfield code="z">(OCoLC)986807340</subfield><subfield code="z">(OCoLC)989981691</subfield><subfield code="z">(OCoLC)990321609</subfield><subfield code="z">(OCoLC)1007230530</subfield><subfield code="z">(OCoLC)1007241657</subfield><subfield code="z">(OCoLC)1083533704</subfield></datafield><datafield tag="050" ind1=" " ind2="4"><subfield code="a">Q325.5</subfield><subfield code="b">.O86 2017eb online</subfield></datafield><datafield tag="072" ind1=" " ind2="7"><subfield code="a">COM</subfield><subfield code="x">000000</subfield><subfield code="2">bisacsh</subfield></datafield><datafield tag="082" ind1="7" ind2=" "><subfield code="a">006.31</subfield><subfield code="2">23</subfield></datafield><datafield tag="049" ind1=" " ind2=" "><subfield code="a">MAIN</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Osoba, Osonde,</subfield><subfield code="e">author.</subfield><subfield code="0">http://id.loc.gov/authorities/names/n2017181704</subfield></datafield><datafield tag="245" ind1="1" ind2="3"><subfield code="a">An intelligence in our image :</subfield><subfield code="b">the risks of bias and errors in artificial intelligence /</subfield><subfield code="c">Osonde A. Osoba, William Welser IV.</subfield></datafield><datafield tag="246" ind1="3" ind2=" "><subfield code="a">Risks of Bias and Errors in Artificial Intelligence</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">Santa Monica, Calif. :</subfield><subfield code="b">RAND,</subfield><subfield code="c">[2017]</subfield></datafield><datafield tag="264" ind1=" " ind2="4"><subfield code="c">©2017</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">1 online resource (ix, 34 pages) :</subfield><subfield code="b">color illustrations</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="a">text</subfield><subfield code="b">txt</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="a">computer</subfield><subfield code="b">c</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="a">online resource</subfield><subfield code="b">cr</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="490" ind1="1" ind2=" "><subfield code="a">Research report ;</subfield><subfield code="v">RR-1744-RC</subfield></datafield><datafield tag="500" ind1=" " ind2=" "><subfield code="a">"April 5, 2017"--Table of contents page.</subfield></datafield><datafield tag="520" ind1=" " ind2=" "><subfield code="a">"Machine learning algorithms and artificial intelligence systems influence many aspects of people's lives: news articles, movies to watch, people to spend time with, access to credit, and even the investment of capital. Algorithms have been empowered to make such decisions and take actions for the sake of efficiency and speed. Despite these gains, there are concerns about the rapid automation of jobs (even such jobs as journalism and radiology). A better understanding of attitudes toward and interactions with algorithms is essential precisely because of the aura of objectivity and infallibility cultures tend to ascribe to them. This report illustrates some of the shortcomings of algorithmic decisionmaking, identifies key themes around the problem of algorithmic errors and bias, and examines some approaches for combating these problems. This report highlights the added risks and complexities inherent in the use of algorithmic decisionmaking in public policy. The report ends with a survey of approaches for combating these problems"--Publisher's description.</subfield></datafield><datafield tag="504" ind1=" " ind2=" "><subfield code="a">Includes bibliographical references (pages 29-34).</subfield></datafield><datafield tag="505" ind1="0" ind2=" "><subfield code="a">Introduction -- Algorithms: definition and evaluation -- The problem in focus: factors and remedies -- Conclusion.</subfield></datafield><datafield tag="588" ind1="0" ind2=" "><subfield code="a">Print version record.</subfield></datafield><datafield tag="650" ind1=" " ind2="0"><subfield code="a">Machine learning.</subfield><subfield code="0">http://id.loc.gov/authorities/subjects/sh85079324</subfield></datafield><datafield tag="650" ind1=" " ind2="0"><subfield code="a">Artificial intelligence</subfield><subfield code="x">Attitudes.</subfield></datafield><datafield tag="650" ind1=" " ind2="0"><subfield code="a">Computational learning theory.</subfield><subfield code="0">http://id.loc.gov/authorities/subjects/sh94004662</subfield></datafield><datafield tag="650" ind1=" " ind2="0"><subfield code="a">Errors.</subfield><subfield code="0">http://id.loc.gov/authorities/subjects/sh85044727</subfield></datafield><datafield tag="650" ind1=" " ind2="6"><subfield code="a">Apprentissage automatique.</subfield></datafield><datafield tag="650" ind1=" " ind2="6"><subfield code="a">Intelligence artificielle</subfield><subfield code="x">Attitudes.</subfield></datafield><datafield tag="650" ind1=" " ind2="6"><subfield code="a">Théorie de l'apprentissage informatique.</subfield></datafield><datafield tag="650" ind1=" " ind2="6"><subfield code="a">Erreurs.</subfield></datafield><datafield tag="650" ind1=" " ind2="7"><subfield code="a">COMPUTERS</subfield><subfield code="x">General.</subfield><subfield code="2">bisacsh</subfield></datafield><datafield tag="650" ind1=" " ind2="7"><subfield code="a">Computational learning theory</subfield><subfield code="2">fast</subfield></datafield><datafield tag="650" ind1=" " ind2="7"><subfield code="a">Errors</subfield><subfield code="2">fast</subfield></datafield><datafield tag="650" ind1=" " ind2="7"><subfield code="a">Machine learning</subfield><subfield code="2">fast</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Welser, William,</subfield><subfield code="c">IV,</subfield><subfield code="e">author.</subfield><subfield code="1">https://id.oclc.org/worldcat/entity/E39PCjDht43wRMh74mT6wgMGxP</subfield><subfield code="0">http://id.loc.gov/authorities/names/n2010013008</subfield></datafield><datafield tag="710" ind1="2" ind2=" "><subfield code="a">Rand Corporation,</subfield><subfield code="e">publisher,</subfield><subfield code="e">issuing body.</subfield><subfield code="0">http://id.loc.gov/authorities/names/n78083407</subfield></datafield><datafield tag="758" ind1=" " ind2=" "><subfield code="i">has work:</subfield><subfield code="a">An intelligence in our image (Text)</subfield><subfield code="1">https://id.oclc.org/worldcat/entity/E39PCG6HdDPWrdDKH9KfWrb7d3</subfield><subfield code="4">https://id.oclc.org/worldcat/ontology/hasWork</subfield></datafield><datafield tag="776" ind1="0" ind2="8"><subfield code="i">Print version:</subfield><subfield code="a">OSOBA, OSONDE.</subfield><subfield code="t">INTELLIGENCE IN OUR IMAGE.</subfield><subfield code="d">SANTA MONICA : RAND CORPORATION, 2017</subfield><subfield code="z">0833097636</subfield><subfield code="w">(OCoLC)984705771</subfield></datafield><datafield tag="830" ind1=" " ind2="0"><subfield code="a">Research report (Rand Corporation) ;</subfield><subfield code="v">RR-1744-RC.</subfield><subfield code="0">http://id.loc.gov/authorities/names/no2013072664</subfield></datafield><datafield tag="856" ind1="4" ind2="0"><subfield code="l">FWS01</subfield><subfield code="p">ZDB-4-EBA</subfield><subfield code="q">FWS_PDA_EBA</subfield><subfield code="u">https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=1510300</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="938" ind1=" " ind2=" "><subfield code="a">Baker and Taylor</subfield><subfield code="b">BTCP</subfield><subfield code="n">BK0020710066</subfield></datafield><datafield tag="938" ind1=" " ind2=" "><subfield code="a">EBL - Ebook Library</subfield><subfield code="b">EBLB</subfield><subfield code="n">EBL4848967</subfield></datafield><datafield tag="938" ind1=" " ind2=" "><subfield code="a">EBSCOhost</subfield><subfield code="b">EBSC</subfield><subfield code="n">1510300</subfield></datafield><datafield tag="938" ind1=" " ind2=" "><subfield code="a">YBP Library Services</subfield><subfield code="b">YANK</subfield><subfield code="n">14265241</subfield></datafield><datafield tag="994" ind1=" " ind2=" "><subfield code="a">92</subfield><subfield code="b">GEBAY</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">ZDB-4-EBA</subfield></datafield><datafield tag="049" ind1=" " ind2=" "><subfield code="a">DE-863</subfield></datafield></record></collection> |
| id | ZDB-4-EBA-ocn982111463 |
| illustrated | Illustrated |
| indexdate | 2024-11-27T13:27:46Z |
| institution | BVB |
| institution_GND | http://id.loc.gov/authorities/names/n78083407 |
| isbn | 9780833097668 0833097660 |
| language | English |
| oclc_num | 982111463 |
| open_access_boolean | |
| owner | MAIN DE-863 DE-BY-FWS |
| owner_facet | MAIN DE-863 DE-BY-FWS |
| physical | 1 online resource (ix, 34 pages) : color illustrations |
| psigel | ZDB-4-EBA |
| publishDate | 2017 |
| publishDateSearch | 2017 |
| publishDateSort | 2017 |
| publisher | RAND, |
| record_format | marc |
| series | Research report (Rand Corporation) ; |
| series2 | Research report ; |
| spelling | Osoba, Osonde, author. http://id.loc.gov/authorities/names/n2017181704 An intelligence in our image : the risks of bias and errors in artificial intelligence / Osonde A. Osoba, William Welser IV. Risks of Bias and Errors in Artificial Intelligence Santa Monica, Calif. : RAND, [2017] ©2017 1 online resource (ix, 34 pages) : color illustrations text txt rdacontent computer c rdamedia online resource cr rdacarrier Research report ; RR-1744-RC "April 5, 2017"--Table of contents page. "Machine learning algorithms and artificial intelligence systems influence many aspects of people's lives: news articles, movies to watch, people to spend time with, access to credit, and even the investment of capital. Algorithms have been empowered to make such decisions and take actions for the sake of efficiency and speed. Despite these gains, there are concerns about the rapid automation of jobs (even such jobs as journalism and radiology). A better understanding of attitudes toward and interactions with algorithms is essential precisely because of the aura of objectivity and infallibility cultures tend to ascribe to them. This report illustrates some of the shortcomings of algorithmic decisionmaking, identifies key themes around the problem of algorithmic errors and bias, and examines some approaches for combating these problems. This report highlights the added risks and complexities inherent in the use of algorithmic decisionmaking in public policy. The report ends with a survey of approaches for combating these problems"--Publisher's description. Includes bibliographical references (pages 29-34). Introduction -- Algorithms: definition and evaluation -- The problem in focus: factors and remedies -- Conclusion. Print version record. Machine learning. http://id.loc.gov/authorities/subjects/sh85079324 Artificial intelligence Attitudes. Computational learning theory. http://id.loc.gov/authorities/subjects/sh94004662 Errors. http://id.loc.gov/authorities/subjects/sh85044727 Apprentissage automatique. Intelligence artificielle Attitudes. Théorie de l'apprentissage informatique. Erreurs. COMPUTERS General. bisacsh Computational learning theory fast Errors fast Machine learning fast Welser, William, IV, author. https://id.oclc.org/worldcat/entity/E39PCjDht43wRMh74mT6wgMGxP http://id.loc.gov/authorities/names/n2010013008 Rand Corporation, publisher, issuing body. http://id.loc.gov/authorities/names/n78083407 has work: An intelligence in our image (Text) https://id.oclc.org/worldcat/entity/E39PCG6HdDPWrdDKH9KfWrb7d3 https://id.oclc.org/worldcat/ontology/hasWork Print version: OSOBA, OSONDE. INTELLIGENCE IN OUR IMAGE. SANTA MONICA : RAND CORPORATION, 2017 0833097636 (OCoLC)984705771 Research report (Rand Corporation) ; RR-1744-RC. http://id.loc.gov/authorities/names/no2013072664 FWS01 ZDB-4-EBA FWS_PDA_EBA https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=1510300 Volltext |
| spellingShingle | Osoba, Osonde Welser, William, IV An intelligence in our image : the risks of bias and errors in artificial intelligence / Research report (Rand Corporation) ; Introduction -- Algorithms: definition and evaluation -- The problem in focus: factors and remedies -- Conclusion. Machine learning. http://id.loc.gov/authorities/subjects/sh85079324 Artificial intelligence Attitudes. Computational learning theory. http://id.loc.gov/authorities/subjects/sh94004662 Errors. http://id.loc.gov/authorities/subjects/sh85044727 Apprentissage automatique. Intelligence artificielle Attitudes. Théorie de l'apprentissage informatique. Erreurs. COMPUTERS General. bisacsh Computational learning theory fast Errors fast Machine learning fast |
| subject_GND | http://id.loc.gov/authorities/subjects/sh85079324 http://id.loc.gov/authorities/subjects/sh94004662 http://id.loc.gov/authorities/subjects/sh85044727 |
| title | An intelligence in our image : the risks of bias and errors in artificial intelligence / |
| title_alt | Risks of Bias and Errors in Artificial Intelligence |
| title_auth | An intelligence in our image : the risks of bias and errors in artificial intelligence / |
| title_exact_search | An intelligence in our image : the risks of bias and errors in artificial intelligence / |
| title_full | An intelligence in our image : the risks of bias and errors in artificial intelligence / Osonde A. Osoba, William Welser IV. |
| title_fullStr | An intelligence in our image : the risks of bias and errors in artificial intelligence / Osonde A. Osoba, William Welser IV. |
| title_full_unstemmed | An intelligence in our image : the risks of bias and errors in artificial intelligence / Osonde A. Osoba, William Welser IV. |
| title_short | An intelligence in our image : |
| title_sort | intelligence in our image the risks of bias and errors in artificial intelligence |
| title_sub | the risks of bias and errors in artificial intelligence / |
| topic | Machine learning. http://id.loc.gov/authorities/subjects/sh85079324 Artificial intelligence Attitudes. Computational learning theory. http://id.loc.gov/authorities/subjects/sh94004662 Errors. http://id.loc.gov/authorities/subjects/sh85044727 Apprentissage automatique. Intelligence artificielle Attitudes. Théorie de l'apprentissage informatique. Erreurs. COMPUTERS General. bisacsh Computational learning theory fast Errors fast Machine learning fast |
| topic_facet | Machine learning. Artificial intelligence Attitudes. Computational learning theory. Errors. Apprentissage automatique. Intelligence artificielle Attitudes. Théorie de l'apprentissage informatique. Erreurs. COMPUTERS General. Computational learning theory Errors Machine learning |
| url | https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=1510300 |
| work_keys_str_mv | AT osobaosonde anintelligenceinourimagetherisksofbiasanderrorsinartificialintelligence AT welserwilliam anintelligenceinourimagetherisksofbiasanderrorsinartificialintelligence AT randcorporation anintelligenceinourimagetherisksofbiasanderrorsinartificialintelligence AT osobaosonde risksofbiasanderrorsinartificialintelligence AT welserwilliam risksofbiasanderrorsinartificialintelligence AT randcorporation risksofbiasanderrorsinartificialintelligence AT osobaosonde intelligenceinourimagetherisksofbiasanderrorsinartificialintelligence AT welserwilliam intelligenceinourimagetherisksofbiasanderrorsinartificialintelligence AT randcorporation intelligenceinourimagetherisksofbiasanderrorsinartificialintelligence |