ANNOTATION OF AN ARTICLE FREE

( e)-( g) Similar plots for 1000-image jobs at the 110 object-per-image complexity level in which turkers were paid the indicated number of cents per image annotated (USD). spatial error, fit for each complexity level by Fitts’ law of human perceptual-motor function (Zhai et al.). Note that recall and annotation persistence drop significantly above ~60 objects per image. Marker size indicates the number of images annotated by the corresponding turker, or the average number in the average recall line. ( c) Recall for individual turkers, n = 65, 63, 63, 118, and 158 turkers for image complexities of 18, 33, 60, 110, and 200 objects per image. Note the heavily reduced annotation rates as jobs near completion. ( b) Cumulative number of annotations contributed over time by turkers for jobs consisting of 1,000 replicate images of the indicated complexity (number of objects per image). ( a) Turkers were tasked with annotating calibration images containing 2D Gaussian objects with known “ground truth” locations. Independent Researcher, Berkeley, CA, USAĭepartment of Industrial and Applied Genomics, IBM Accelerated Discovery Laboratory, IBM Almaden Research Center, San Jose, CA, USAĭepartment of Bioengineering, University of Pennsylvania, Philadelphia, PA, USAĭepartment of Cellular and Molecular Pharmacology, University of California, San Francisco, San Francisco, CA, USAĬhan Zuckerberg Biohub, San Francisco, CA, USA NSF Center for Cellular Construction, University of California, San Francisco, San Francisco, CA, USAĪlex J. Mornin.ĭepartment of Pharmaceutical Chemistry, University of California, San Francisco, San Francisco, CA, USA These authors contributed equally: Alex J. Present address: Department of Bioengineering, University of Pennsylvania, Philadelphia, PA, USA is a Chan Zuckerberg Biohub Investigator. This work was funded by the Jane Coffin Childs Memorial Fund (postdoctoral fellowship to A.J.H.), the Department of Defense Breast Cancer Research Program (grants W81XWH-10-1-1023 and W81XWH-13-1-0221 to Z.J.G.), the NIH Common Fund (grant DP2 HD080351-01 to Z.J.G.), the NSF (grant MCB-1330864 to Z.J.G.), the UCSF Program in Breakthrough Biomedical Research and the UCSF Center for Cellular Construction (grant DBI-1548297 to S.K.B., S.B., and Z.J.G.), and an NSF Science and Technology Center. We thank instructors and students of the 2014 Marine Biology Laboratory Physiology course at Woods Hole for assistance with microtubule gliding assays and image collection (especially R. Gordon for contributing microscopy images analyzed in Fig. & Titterington, M.) 249–256 (MLR Press/Microtome Publishing, Brookline, MA, 2010). 13th International Conference on Artificial Intelligence and Statistics (eds. 18th ACM International Conference on Multimedia 1469–1472 (ACM, New York, 2010). 23rd ACM International Conference on Multimedia 689–692 (ACM, New York, 2015). Scharrel, L., Ma, R., Schneider, R., Jülicher, F. ACM SIGKDD Workshop on Human Computation 64–67 (ACM, New York, 2010). Research in the Crowdsourcing Age, A Case Study (Pew Research Center, Washington, DC, 2016).īruggemann, J., Lander, G. 23rd International Conference on World Wide Web 1049–1054 (ACM, New York, 2014). Advances in Neural Information Processing Systems 27 (eds. Lou, X., Kang, M., Xenopoulos, P., Muñoz-Descalzo, S.

And the dashboard can distinguish between text and video highlights.Kim, J. The app has a few other features worth checking out, like how it shows the most popular highlights by other users on any page.

This worked well for us on browsers but not on mobiles. You can highlight any part of a YouTube video, much like highlighting text on a web page. Liner also works with YouTube, which makes it stand apart. For more colors and unlimited highlights, you need the Premium package.

ANNOTATION OF AN ARTICLE FREE

The free basic account only lets you work with one color for the highlighter and limits you to 15 highlights per page. You can also add a comment to any highlight and share this with friends and collaborators. Once you create an account and log in, you can select any text to highlight it. Its broad support for different platforms makes it the go-to choice if you're switching between phones, tablets, and computers but need one place to collect all your highlights. Liner is one of the best online annotation apps and has been for years, especially with its recent updates.

Annotation of an article