Annex 1 – Results of CHORUS+ survey on
the evaluation of multimedia retrieval
technologies
CHORUS+ survey on the evaluation of multimedia retrieval technologies, described in
D3.3 deliverable (November 2011), was published as an online questionnaire in December 2011. It was then advertised across several communities including ImageCLEF, TRECVID and MIREX benchmarking campaigns, ACM Multimedia 2011 conference, EU projects of the Media Search cluster and a LinkedIn group on enterprise search. The 20 participants to the 5th Think-Tank on Multimedia search technology transfer driven by benchmarking were finally asked to fill the survey as well. At the time of compiling the results (mid-April 2011), 80 respondents had filled the online questionnaire.
Respondent’s profiles
Organizations
![](data:image/png;base64,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)
A large fraction of the respondents come from academia (75%). In the detailed result’s analysis we refer to this group as academics. The remaining 25% coming from industry still represent a tolerable number of respondents (20 companies). A great majority of respondents from academia are benchmarking aware. Less than half of the respondents from industry are aware about public benchmarking campaigns.
Companies’ profiles
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)
Companies Size Companies activity
Small, intermediate and big companies are well represented. In the detailed result’s analysis we refer to small companies as the one having up to 50 salaries and to big companies as the one having more than 200 salaries.
People’s profiles
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) 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)
Are you? Your main activity?
The main activity of 86% of the respondents is research but at different levels of responsibility (62% are researchers or engineers). In the detailed result’s analysis we refer to the 9% of respondents whose main activity is development as developers and to the 14% of respondents who are either manager or director as managers. The group referred as student in the detailed results is simply composed by the 24% of the first diagram.
SEE QUESTIONNAIRE
https://docs.google.com/spreadsheet/viewform?formkey=dEJodDJPRG1HcW94NHNfOUgxcXBBYWc6MQ#gid=0
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