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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Bharathy, G.K. Silverman, B. |
| Copyright Year | 2010 |
| Description | Author affiliation: Ackoff Collaboratory for Advancement of Systems Approaches (ACASA), University of Pennsylvania, 120 Hayden Hall, 3340 South 33rd Street, Philadelphia, 19104-6316, USA (Bharathy, G.K.; Silverman, B.) |
| Abstract | Validating social systems is not a trivial task. The paper outlines some of our past efforts in validating models of social systems with cognitively detailed agents. It also presents some of the challenges faced by us. A social system built primarily of cognitively detailed agents can provide multiple levels of correspondence, both at observable and abstract aggregated levels. Such a system can also pose several challenges including large feature spaces, issues in information elicitation with database, experts and news feeds, counterfactuals, fragmented theoretical base, and limited funding for validation. Our own approach to validity assessment is to consider the entire life cycle and assess the validity under four broad dimensions of methodological validity, internal validity, external validity and qualitative, causal and narrative validity. In the past, we have employed a triangulation of multiple validation techniques, including face validation as well as formal validation tests including correspondence testing. |
| Starting Page | 441 |
| Ending Page | 453 |
| File Size | 458426 |
| Page Count | 13 |
| File Format | |
| ISBN | 9781424498666 |
| ISSN | 15584305 |
| e-ISBN | 9781424498659 |
| DOI | 10.1109/WSC.2010.5679142 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2010-12-05 |
| Publisher Place | USA |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Biological system modeling Data models Databases Humans Predictive models Weather forecasting Testing |
| Content Type | Text |
| Resource Type | Article |
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