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SIML A template language for an extensible data driven decision support system to support policy making Ren Bauer Supervised by Hye-Chung Kum
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Outline What is a decision support system (DSS)? – Active vs. Passive – Model vs. Data driven Related Work – Design of a DSS SAS/Internet Markup Language – What’s it for? – What’s it look like? – How’s it work? Future Work Questions
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What is a DSS? A computer based system to support decision making [1] Database Model – Decision context User Interface
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DSS Taxonomy Passive – Provides information, no suggestions Active – Provides information and suggestions Cooperative – Provides information and suggestions – Takes user feedback to provide improved suggestions [2]
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DSS Taxonomy Communication-driven – Support multiple people working on the same task Data-driven – Emphasizes access to a time series of data Document-driven – Manages unstructured documents Knowledge-driven – Provides problem solving expertise stored as facts, rules Model-driven – Emphasize access to and manipulation of a model [3]
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Related Work: Policy Support Most systems rely on Models – Bangkok 2010 study [4] Long-range Energy Alternatives Planning System – Positives Can provide effective suggestions for new policies Backed up by real math – Negatives Lots of input: difficult to apply in new situations Not applicable to situations which do not fit models
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Related Work: DSS Design [5]
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Social workers needed a better way to extract useful information Lots of data – Child Welfare – Food and Nutrition Services – Work First SIML: What’s it for?
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SIML: What’s it look like? ssw.unc.edu/ma
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SIML: How’s it work? The SIML environment includes: – Templates – External files – Compilation engine User writes a configuration file – SIML (XML based) – Specify template, dataset, variables, etc. User runs compilation engine – Combines configuration and template files – Produces SAS/Internet output file User opens output in a browser – Broker generates HTML from output and external files – Browser displays HTML to user
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SIML: How’s it work?
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Advantages Extensibility – Adding new pages – Generating new views of existing data Usability – Systems knowledge – Basic knowledge of SAS
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Further Adaptability – Ease of integration User Personalization – Adaptive Menus More active support – Integration of policy data Future Work We’ve noticed a recent increase in your work first cases. Ashe county has experienced a sharp decrease since their implementation of policy WF-9000 in 2011Q1. Click here for more details.
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Recap Computerized system to help people make decisions Questions?
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Works 1.Henk G. Sol et al. (1987). Expert systems and artificial intelligence in decision support systems: proceedings of the Second Mini Euroconference, Lunteren, The Netherlands, 17–20 November 1985. Springer, 1987. ISBN 9027724377. p.1-2.Henk G. SolISBN 9027724377 2.Haettenschwiler, P. (1999). Neues anwenderfreundliches Konzept der Entscheidungsunterstützung. Gutes Entscheiden in Wirtschaft, Politik und Gesellschaft. Zurich, vdf Hochschulverlag AG: 189-208. 3.Power, D. J. (2002). Decision support systems: concepts and resources for managers. Westport, Conn., Quorum Books. 4.Aumnad Phdungsilp, Integrated energy and carbon modeling with a decision support system: Policy scenarios for low-carbon city development in Bangkok, Energy Policy, Volume 38, Issue 9, September 2010, Pages 4808-4817, ISSN 0301-4215, 10.1016/j.enpol.2009.10.026. 5.H. van Delden, R. Seppelt, R. White, A.J. Jakeman, A methodology for the design and development of integrated models for policy support, Environmental Modelling & Software, Volume 26, Issue 3, March 2011, Pages 266-279, ISSN 1364-8152, 10.1016/j.envsoft.2010.03.021.
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