Paper
The Extension of Weight Determining Method for Weighted Zone Scoring in Information Retrieval
- Authors:
- Sergey Sakulin; Alexander Alfimtsev
- Abstract
- Information retrieval based on weighted zone scoring means the assignment weight for each zone or each field in the document metadata. All these weights are obtained using machine learning methods. The paper presents a method of determining the weights using the fuzzy Choquet integral. This allows taking into possible account interdependence between the zone parameters when calculating the relevance and allows to obtain higher scoring accuracy.
- Keywords
- Information Retrieval; Aggregation Operator; Fuzzy Measure; Choquet Fuzzy Integral
- StartPage
- 29
- EndPage
- 35
- Doi