Author reward
-
Upload
piover2 -
Category
Technology
-
view
279 -
download
37
Transcript of Author reward
![Page 1: Author reward](https://reader035.fdocuments.net/reader035/viewer/2022062319/5588f81cd8b42af3678b456d/html5/thumbnails/1.jpg)
AuthorRewardINCREASING COMMUNITY CURATION IN BIOLOGICAL KNOWLEDGE WIKIS THROUGH AUTOMATED AUTHORSHIP QUANTIFICATION
![Page 2: Author reward](https://reader035.fdocuments.net/reader035/viewer/2022062319/5588f81cd8b42af3678b456d/html5/thumbnails/2.jpg)
AuthorsLin DaiBeijing Institute of GenomicsBeijing Institute of Technology
Ming TianBeijing Institute of Technology
Jiayan WuBeijing Institute of Genomics
Jingfa XiaoBeijing Institute of Genomics
Xumin WangBeijing Institute of Genomics
Jeffrey P. TownsendYale University
Zhang ZhangBeijing Institute of Genomics
![Page 3: Author reward](https://reader035.fdocuments.net/reader035/viewer/2022062319/5588f81cd8b42af3678b456d/html5/thumbnails/3.jpg)
Introduction
![Page 4: Author reward](https://reader035.fdocuments.net/reader035/viewer/2022062319/5588f81cd8b42af3678b456d/html5/thumbnails/4.jpg)
Introduction Biological data is being generated at a rate faster than ever New research depends on existing knowledge Thus, a comprehensive and up-to-date collection of biological data is of importance
![Page 5: Author reward](https://reader035.fdocuments.net/reader035/viewer/2022062319/5588f81cd8b42af3678b456d/html5/thumbnails/5.jpg)
Introduction Traditionally, knowledge was consolidated through expert curation But, the massive and fast-expanding volume of data has made manual curation laborious and time-consuming
Meanwhile, community curation is gaining ground as a solution to this
![Page 6: Author reward](https://reader035.fdocuments.net/reader035/viewer/2022062319/5588f81cd8b42af3678b456d/html5/thumbnails/6.jpg)
Community curation “Harnessing community intelligence for
knowledge curation”
![Page 7: Author reward](https://reader035.fdocuments.net/reader035/viewer/2022062319/5588f81cd8b42af3678b456d/html5/thumbnails/7.jpg)
Prime Example: Wikipedia
![Page 8: Author reward](https://reader035.fdocuments.net/reader035/viewer/2022062319/5588f81cd8b42af3678b456d/html5/thumbnails/8.jpg)
Wikipedia has inspired several biological wikisShown above is ArrayWiki (http://arraywiki.bme.gatech.edu)
![Page 9: Author reward](https://reader035.fdocuments.net/reader035/viewer/2022062319/5588f81cd8b42af3678b456d/html5/thumbnails/9.jpg)
However, bio-wikis have not made substantial impact because of a lack of
participation from the scientific community
![Page 10: Author reward](https://reader035.fdocuments.net/reader035/viewer/2022062319/5588f81cd8b42af3678b456d/html5/thumbnails/10.jpg)
Because of a lack of explicit authorship No explicit authorship =
No credit, no reward
![Page 11: Author reward](https://reader035.fdocuments.net/reader035/viewer/2022062319/5588f81cd8b42af3678b456d/html5/thumbnails/11.jpg)
Previous effortsSocial rewarding techniquesAuthorship on non-MediaWiki-based systemsSemantic Web technologies
![Page 12: Author reward](https://reader035.fdocuments.net/reader035/viewer/2022062319/5588f81cd8b42af3678b456d/html5/thumbnails/12.jpg)
To increase community creation,AuthorReward was developed
Features contribution quantification and explicit authorship
![Page 13: Author reward](https://reader035.fdocuments.net/reader035/viewer/2022062319/5588f81cd8b42af3678b456d/html5/thumbnails/13.jpg)
Algorithms
![Page 14: Author reward](https://reader035.fdocuments.net/reader035/viewer/2022062319/5588f81cd8b42af3678b456d/html5/thumbnails/14.jpg)
AuthorReward is an extension to
MediaWiki
![Page 15: Author reward](https://reader035.fdocuments.net/reader035/viewer/2022062319/5588f81cd8b42af3678b456d/html5/thumbnails/15.jpg)
Wiki Page Collection of data on a specific subject Multiple researchers collaborate to edit
![Page 16: Author reward](https://reader035.fdocuments.net/reader035/viewer/2022062319/5588f81cd8b42af3678b456d/html5/thumbnails/16.jpg)
Contribution Score
- edit distance or Levenshtein distance
– scale factor
factors edit quality as well as edit quantity
![Page 17: Author reward](https://reader035.fdocuments.net/reader035/viewer/2022062319/5588f81cd8b42af3678b456d/html5/thumbnails/17.jpg)
Quality and Quantity
- Edit distance between and
- Whether the edit persists compared to the last version
![Page 18: Author reward](https://reader035.fdocuments.net/reader035/viewer/2022062319/5588f81cd8b42af3678b456d/html5/thumbnails/18.jpg)
We can express as
Thus, is not easily gamed
![Page 19: Author reward](https://reader035.fdocuments.net/reader035/viewer/2022062319/5588f81cd8b42af3678b456d/html5/thumbnails/19.jpg)
Score of researcher
- set of versions contributed by researcher r
Score - The sum over all contributed versions
![Page 20: Author reward](https://reader035.fdocuments.net/reader035/viewer/2022062319/5588f81cd8b42af3678b456d/html5/thumbnails/20.jpg)
Total contribution of researcher
- set of pges in which researcher provides edits
The sum of multiple contribution scores in all participated pages
![Page 21: Author reward](https://reader035.fdocuments.net/reader035/viewer/2022062319/5588f81cd8b42af3678b456d/html5/thumbnails/21.jpg)
Application
![Page 22: Author reward](https://reader035.fdocuments.net/reader035/viewer/2022062319/5588f81cd8b42af3678b456d/html5/thumbnails/22.jpg)
RiceWiki – sd1 genehttp://ricewiki.big.ac.cn/index.php/Os01g0883800
![Page 23: Author reward](https://reader035.fdocuments.net/reader035/viewer/2022062319/5588f81cd8b42af3678b456d/html5/thumbnails/23.jpg)
Conclusion
![Page 24: Author reward](https://reader035.fdocuments.net/reader035/viewer/2022062319/5588f81cd8b42af3678b456d/html5/thumbnails/24.jpg)
AuthorReward provides bio-wikis with an authorship metric, featuring robust
contribution quantification and automated explicit authorship.
![Page 25: Author reward](https://reader035.fdocuments.net/reader035/viewer/2022062319/5588f81cd8b42af3678b456d/html5/thumbnails/25.jpg)
AuthorReward can be used in combination withSemantic web technologiesSocial rewarding techniques
![Page 26: Author reward](https://reader035.fdocuments.net/reader035/viewer/2022062319/5588f81cd8b42af3678b456d/html5/thumbnails/26.jpg)
AuthorReward provides a standard practice to reward community-curated
efforts in bio-wikis and also other domain wikis.