dc.identifier.uri |
http://dx.doi.org/10.15488/1389 |
|
dc.identifier.uri |
http://www.repo.uni-hannover.de/handle/123456789/1414 |
|
dc.contributor.author |
Gadiraju, Ujwal
|
|
dc.contributor.author |
Demartini, Gianluca
|
|
dc.contributor.author |
Kawase, Ricardo
|
|
dc.contributor.author |
Dietze, Stefan
|
|
dc.date.accessioned |
2017-04-21T11:19:50Z |
|
dc.date.available |
2017-04-21T11:19:50Z |
|
dc.date.issued |
2015 |
|
dc.identifier.citation |
Gadiraju, U.; Demartini, G.; Kawase, R.; Dietze, S.: Human Beyond the Machine: Challenges and Opportunities of Microtask Crowdsourcing. In: IEEE Intelligent Systems 30 (2015), Nr. 4, S. 81-85. DOI: https://doi.org/10.1109/MIS.2015.66 |
|
dc.description.abstract |
In the 21st century, where automated systems and artificial intelligence are replacing arduous manual labor by supporting data-intensive tasks, many problems still require human intelligence. Over the last decade, by tapping into human intelligence through microtasks, crowdsourcing has found remarkable applications in a wide range of domains. In this article, the authors discuss the growth of crowdsourcing systems since the term was coined by columnist Jeff Howe in 2006. They shed light on the evolution of crowdsourced microtasks in recent times. Next, they discuss a main challenge that hinders the quality of crowdsourced results: the prevalence of malicious behavior. They reflect on crowdsourcing's advantages and disadvantages. Finally, they leave the reader with interesting avenues for future research. |
eng |
dc.language.iso |
eng |
|
dc.publisher |
Piscataway, NJ : Institute of Electrical and Electronics Engineers Inc. |
|
dc.relation.ispartofseries |
IEEE Intelligent Systems 30 (2015), Nr. 4 |
|
dc.rights |
Es gilt deutsches Urheberrecht. Das Dokument darf zum eigenen Gebrauch kostenfrei genutzt, aber nicht im Internet bereitgestellt oder an Außenstehende weitergegeben werden. |
|
dc.subject |
collective intelligence |
eng |
dc.subject |
crowdsourcing |
eng |
dc.subject |
data centric task |
eng |
dc.subject |
data science |
eng |
dc.subject |
microtask |
eng |
dc.subject |
MTurk |
eng |
dc.subject |
worker behavior |
eng |
dc.subject |
Artificial intelligence |
eng |
dc.subject |
Collective intelligences |
eng |
dc.subject |
Data centric |
eng |
dc.subject |
worker behavior |
eng |
dc.subject |
Automation |
eng |
dc.subject.ddc |
004 | Informatik
|
ger |
dc.title |
Human Beyond the Machine: Challenges and Opportunities of Microtask Crowdsourcing |
|
dc.type |
Article |
|
dc.type |
Text |
|
dc.relation.essn |
1541-1672 |
|
dc.relation.doi |
10.1109/MIS.2015.66 |
|
dc.bibliographicCitation.issue |
4 |
|
dc.bibliographicCitation.volume |
30 |
|
dc.bibliographicCitation.firstPage |
81 |
|
dc.bibliographicCitation.lastPage |
85 |
|
dc.description.version |
acceptedVersion |
|
tib.accessRights |
frei zug�nglich |
|