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Combining psychological models with machine learning to better predict people’s decisions

Overview of attention for article published in Synthese, October 2012
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About this Attention Score

  • Average Attention Score compared to outputs of the same age
  • Above-average Attention Score compared to outputs of the same age and source (55th percentile)

Mentioned by

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4 X users

Citations

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34 Dimensions

Readers on

mendeley
104 Mendeley
Title
Combining psychological models with machine learning to better predict people’s decisions
Published in
Synthese, October 2012
DOI 10.1007/s11229-012-0182-z
Authors

Avi Rosenfeld, Inon Zuckerman, Amos Azaria, Sarit Kraus

X Demographics

X Demographics

The data shown below were collected from the profiles of 4 X users who shared this research output. Click here to find out more about how the information was compiled.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 104 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
United Kingdom 2 2%
Austria 1 <1%
Chile 1 <1%
Australia 1 <1%
United States 1 <1%
Unknown 98 94%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 24 23%
Student > Master 19 18%
Researcher 14 13%
Student > Bachelor 14 13%
Student > Doctoral Student 7 7%
Other 15 14%
Unknown 11 11%
Readers by discipline Count As %
Computer Science 28 27%
Psychology 19 18%
Engineering 13 13%
Business, Management and Accounting 4 4%
Neuroscience 4 4%
Other 19 18%
Unknown 17 16%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 2. This is our high-level measure of the quality and quantity of online attention that it has received. This Attention Score, as well as the ranking and number of research outputs shown below, was calculated when the research output was last mentioned on 07 December 2014.
All research outputs
#13,421,679
of 22,780,967 outputs
Outputs from Synthese
#1,165
of 2,461 outputs
Outputs of similar age
#93,620
of 172,656 outputs
Outputs of similar age from Synthese
#8
of 18 outputs
Altmetric has tracked 22,780,967 research outputs across all sources so far. This one is in the 39th percentile – i.e., 39% of other outputs scored the same or lower than it.
So far Altmetric has tracked 2,461 research outputs from this source. They typically receive a little more attention than average, with a mean Attention Score of 5.9. This one is in the 49th percentile – i.e., 49% of its peers scored the same or lower than it.
Older research outputs will score higher simply because they've had more time to accumulate mentions. To account for age we can compare this Altmetric Attention Score to the 172,656 tracked outputs that were published within six weeks on either side of this one in any source. This one is in the 44th percentile – i.e., 44% of its contemporaries scored the same or lower than it.
We're also able to compare this research output to 18 others from the same source and published within six weeks on either side of this one. This one has gotten more attention than average, scoring higher than 55% of its contemporaries.