FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2809968609> ?p ?o ?g. }

• W2809968609 endingPage "596" @default.
• W2809968609 startingPage "565" @default.
• W2809968609 abstract "Every information retrieval (IR) model embeds in its scoring function a form of term frequency (TF) quantification. The contribution of the term frequency is determined by the properties of the function of the chosen TF quantification, and by its TF normalization. The first defines how independent the occurrences of multiple terms are, while the second acts on mitigating the a priori probability of having a high term frequency in a document (estimation usually based on the document length). New test collections, coming from different domains (e.g. medical, legal), give evidence that not only document length, but in addition, verboseness of documents should be explicitly considered. Therefore we propose and investigate a systematic combination of document verboseness and length. To theoretically justify the combination, we show the duality between document verboseness and length. In addition, we investigate the duality between verboseness and other components of IR models. We test these new TF normalizations on four suitable test collections. We do this on a well defined spectrum of TF quantifications. Finally, based on the theoretical and experimental observations, we show how the two components of this new normalization, document verboseness and length, interact with each other. Our experiments demonstrate that the new models never underperform existing models, while sometimes introducing statistically significantly better results, at no additional computational cost." @default.
• W2809968609 created "2018-07-10" @default.
• W2809968609 creator A5003585648 @default.
• W2809968609 creator A5008157952 @default.
• W2809968609 creator A5020665735 @default.
• W2809968609 creator A5058519912 @default.
• W2809968609 date "2018-06-30" @default.
• W2809968609 modified "2023-10-11" @default.
• W2809968609 title "A systematic approach to normalization in probabilistic models" @default.
• W2809968609 cites W1770838219 @default.
• W2809968609 cites W1978394996 @default.
• W2809968609 cites W1981159181 @default.
• W2809968609 cites W2003298360 @default.
• W2809968609 cites W2005545412 @default.
• W2809968609 cites W2030453903 @default.
• W2809968609 cites W2032854262 @default.
• W2809968609 cites W2059097316 @default.
• W2809968609 cites W2061261643 @default.
• W2809968609 cites W2083551829 @default.
• W2809968609 cites W2087696423 @default.
• W2809968609 cites W2105157020 @default.
• W2809968609 cites W2105380208 @default.
• W2809968609 cites W2111875680 @default.
• W2809968609 cites W2134557008 @default.
• W2809968609 cites W2294998408 @default.
• W2809968609 cites W3098307623 @default.
• W2809968609 cites W4234200495 @default.
• W2809968609 cites W4240913316 @default.
• W2809968609 cites W4252076394 @default.
• W2809968609 doi "https://doi.org/10.1007/s10791-018-9334-1" @default.
• W2809968609 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/6208902" @default.
• W2809968609 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/30416369" @default.
• W2809968609 hasPublicationYear "2018" @default.
• W2809968609 type Work @default.
• W2809968609 sameAs 2809968609 @default.
• W2809968609 citedByCount "2" @default.
• W2809968609 countsByYear W28099686092019 @default.
• W2809968609 countsByYear W28099686092022 @default.
• W2809968609 crossrefType "journal-article" @default.
• W2809968609 hasAuthorship W2809968609A5003585648 @default.
• W2809968609 hasAuthorship W2809968609A5008157952 @default.
• W2809968609 hasAuthorship W2809968609A5020665735 @default.
• W2809968609 hasAuthorship W2809968609A5058519912 @default.
• W2809968609 hasBestOaLocation W28099686091 @default.
• W2809968609 hasConcept C111472728 @default.
• W2809968609 hasConcept C11413529 @default.
• W2809968609 hasConcept C121332964 @default.
• W2809968609 hasConcept C124101348 @default.
• W2809968609 hasConcept C136886441 @default.
• W2809968609 hasConcept C138885662 @default.
• W2809968609 hasConcept C14036430 @default.
• W2809968609 hasConcept C144024400 @default.
• W2809968609 hasConcept C153180895 @default.
• W2809968609 hasConcept C154945302 @default.
• W2809968609 hasConcept C19165224 @default.
• W2809968609 hasConcept C41008148 @default.
• W2809968609 hasConcept C49937458 @default.
• W2809968609 hasConcept C61797465 @default.
• W2809968609 hasConcept C62520636 @default.
• W2809968609 hasConcept C75553542 @default.
• W2809968609 hasConcept C78458016 @default.
• W2809968609 hasConcept C86803240 @default.
• W2809968609 hasConceptScore W2809968609C111472728 @default.
• W2809968609 hasConceptScore W2809968609C11413529 @default.
• W2809968609 hasConceptScore W2809968609C121332964 @default.
• W2809968609 hasConceptScore W2809968609C124101348 @default.
• W2809968609 hasConceptScore W2809968609C136886441 @default.
• W2809968609 hasConceptScore W2809968609C138885662 @default.
• W2809968609 hasConceptScore W2809968609C14036430 @default.
• W2809968609 hasConceptScore W2809968609C144024400 @default.
• W2809968609 hasConceptScore W2809968609C153180895 @default.
• W2809968609 hasConceptScore W2809968609C154945302 @default.
• W2809968609 hasConceptScore W2809968609C19165224 @default.
• W2809968609 hasConceptScore W2809968609C41008148 @default.
• W2809968609 hasConceptScore W2809968609C49937458 @default.
• W2809968609 hasConceptScore W2809968609C61797465 @default.
• W2809968609 hasConceptScore W2809968609C62520636 @default.
• W2809968609 hasConceptScore W2809968609C75553542 @default.
• W2809968609 hasConceptScore W2809968609C78458016 @default.
• W2809968609 hasConceptScore W2809968609C86803240 @default.
• W2809968609 hasFunder F4320321181 @default.
• W2809968609 hasIssue "6" @default.
• W2809968609 hasLocation W28099686091 @default.
• W2809968609 hasLocation W28099686092 @default.
• W2809968609 hasLocation W28099686093 @default.
• W2809968609 hasLocation W28099686094 @default.
• W2809968609 hasLocation W28099686095 @default.
• W2809968609 hasLocation W28099686096 @default.
• W2809968609 hasLocation W28099686097 @default.
• W2809968609 hasOpenAccess W2809968609 @default.
• W2809968609 hasPrimaryLocation W28099686091 @default.
• W2809968609 hasRelatedWork W1863050261 @default.
• W2809968609 hasRelatedWork W1991269640 @default.
• W2809968609 hasRelatedWork W2016839265 @default.
• W2809968609 hasRelatedWork W2018445155 @default.
• W2809968609 hasRelatedWork W2058991683 @default.
• W2809968609 hasRelatedWork W2071846378 @default.
• W2809968609 hasRelatedWork W2626335822 @default.

• next