Estimating similarity among collaboration contributions

Kenneth Murray, John Lowrance, Doug Appelt, Andres Rodriguez
2005 Proceedings of the 3rd international conference on Knowledge capture - K-CAP '05  
The need for collaboration arises in many activities required for effective problem solving and decision making. We are developing Angler, a web-services tool that supports collaboration among participants on some focus topic. Angler overcomes some common barriers to collaboration by enabling asynchronous and distributed collaboration. Angler supports a collaboration methodology that exploits opportunities afforded by multiple participants each making contributions to the collaboration. One
more » ... laboration. One challenge that arises in helping participants manage their contributions and their review of others' contributions is determining when one contribution is very similar to another contribution. Two very similar contributions may suggest either a need to merge them or to further elaborate one or both of them. Indexes over the participant contributions are used to assess similarity across contributions and address this challenge. The indexes may comprise lexical or ontological information; the former indexes require fewer resources to deploy but the later appear to support better similarity estimates.
doi:10.1145/1088622.1088642 dblp:conf/kcap/MurrayLAR05 fatcat:zqsesb6ptfbddosu66pxo6rkru