A fuzzy Metric for Currency in the Context of Big Data
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Summary
This work proposes a metric for currency that is modelled as a fuzzy inference system, which consists of a set of parallel IF-THEN rules with linguistic variables as inputs and output and allows for a well-founded quantification of expert estimations and the consideration of both subjective and objective data.
- Type
- article
- Published
- 2014-01-01
- Cited by
- 9
- References
- 47
- Access
- Open access
- OpenAlex
- https://openalex.org/W21757863
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:7329531
Keywords
Metric (unit), Computer science, Context (archaeology), Data mining, Inference
References
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- Data Quality Observation in Pervasive Environments
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- Fuzzy logic systems for engineering: a tutorial
Cited by
- Considering Currency in Decision Trees in the Context of Big Data
- A quantitative approach for modelling the influence of currency of information on decision-making under uncertainty
- Metric-based data quality assessment - Developing and evaluating a probability-based currency metric
- Determining the currency of dynamic data
- Efficient Currency Determination Algorithms for Dynamic Data
- Requirements for Data Quality Metrics
- Looking beneath the Surface - Concepts and Research Avenues for Big Data Analytics Adoption in IS research
- AIS Electronic Library (AISeL) AIS Electronic Library
- 2 A quantitative approach for modelling the influence of currency of information on decision-making under uncertainty
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