Title :
A Temporal Model of Research Work Tracking and Assessing for an Individual and a Group
Author :
Wei Liang;Zixian Lu;Qun Jin;Yonghua Xiong;Min Wu
Author_Institution :
Sch. of Inf. Sci. &
Abstract :
Although there are many research works focused on scientific community discovery and researcher profiling, it is still a challenge to track and assess the research development for an individual researcher or a research group over time. In this study, we seek to model and quantify an individual´s research work outcome during his/her research career. A temporal tracking model is introduced to represent research development for both an individual and a group along the time. Furthermore, assessing measures are proposed to depict how to quantify a research group´s outcomes by its members´ contribution. Based on our model, a research topic analyzing approach is proposed to extract the topics covered by a group and discover the group´s research pattern. The analyzed output is helpful for a researcher to pursue his/her scientific life or find collaboration opportunities.
Keywords :
"Collaboration","Analytical models","Engineering profession","Data models","Patents","Probabilistic logic","Focusing"
Conference_Titel :
Smart City/SocialCom/SustainCom (SmartCity), 2015 IEEE International Conference on
DOI :
10.1109/SmartCity.2015.110