NDLI: Predicting individual performance in student project teams

Content Provider	IEEE Xplore Digital Library
Author	Hale, M. Jorgenson, N. Gamble, R.
Copyright Year	2011
Description	Author affiliation: University of Tulsa (Hale, M.; Jorgenson, N.; Gamble, R.)
Abstract	Due to the critical role of communication in project teams, capturing and analyzing developer design notes and conversations for use as performance predictors is becoming increasing important as software development processes become more asynchronous. Current prediction methods require human Subject Matter Experts (SME) to laboriously examine and rank user content along various categories such as participation and the information they express. SEREBRO is an integrated courseware tool that captures social and development artifacts automatically and provides real time rewards, in the form of badges and titles, indicating a user's progress towards predefined goals using a variety of automated assessment measures. The tool allows for instructor visualization, involvement, and feedback in the ongoing projects and provides avenues for the instructor to adapt or adjust project scope or individual role assignments based on past or current individual performance levels. This paper evaluates and compares the use of two automated SEREBRO measures with SME content-based analysis and work product grades as predictors of individual performance. Data is collected from undergraduate software engineering teams using SEREBRO, whose automated measures of content and contribution perform as well as SME ratings and grades to suggest individual performance can be predicted in real-time.
Starting Page	11
Ending Page	20
File Size	1113189
Page Count	10
File Format	PDF
ISBN	9781457703492
ISSN	10930175
e-ISBN	9781457703485
e-ISBN	9781457703478
DOI	10.1109/CSEET.2011.5876078
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2011-05-22
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Software Current measurement Courseware Peer to peer computing Programming Real time systems
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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