Abstract
![CDATA[In this paper we will introduce the indexing enhancement for the Statistical Information Retrieval models (IR). To accomplish this task, we propose including an extra level of synonym and semantic classification and the distribution entropy of these synonym classifications via professional and technical resources that is determined by the query domain subject matter experts. We will evaluate this enhancement by using Rank-biased Precision (RBP) measurement after using BM25 IR model. This approach needs to re-formulate the implementations of IR models particularly the probabilistic models in an integrated system. Evaluated CRAN data will be analysed utilizing Lucene which offers a full-text search library by adding search functionality to our foundational model and system implementation.]]
Original language | English |
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Title of host publication | Proceedings of the 33rd International Workshop on Statistical Modelling. Volume I, July 16-20, 2018, Bristol, UK |
Publisher | University of Bristol |
Pages | 209-214 |
Number of pages | 6 |
Publication status | Published - 2018 |
Event | International Workshop on Statistical Modelling - Duration: 18 Jul 2022 → … |
Conference
Conference | International Workshop on Statistical Modelling |
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Period | 18/07/22 → … |
Keywords
- information retrieval
- indexing