Matches in SemOpenAlex for { <https://semopenalex.org/work/W4328007681> ?p ?o ?g. }
Showing items 1 to 98 of
98
with 100 items per page.
- W4328007681 endingPage "28687" @default.
- W4328007681 startingPage "28680" @default.
- W4328007681 abstract "Constructing click models and extracting implicit relevance feedback information from the interaction between users and search engines are very important to improve the ranking of search results. Using neural network to model users’ click behaviors has become one of the effective methods to construct click models. In this paper, We propose a new Filter-Enhanced Transformer Click Model (FE-TCM) for web search. The model uses Transformer as the backbone network of feature extraction and add filter layer innovatively. Firstly, in order to reduce the influence of noise on user behavior data, we use the learnable filters to filter log noise. Secondly, following the examination hypothesis, we model the attraction estimator and examination predictor respectively to output the attractiveness scores and examination probabilities. A novel transformer model is used to learn the deeper representation among different features. Finally, we apply the combination functions to integrate attractiveness scores and examination probabilities into the click prediction. From our experiments on two real-world session datasets, it is proved that FE-TCM outperforms the existing click models for the click prediction." @default.
- W4328007681 created "2023-03-22" @default.
- W4328007681 creator A5000238995 @default.
- W4328007681 creator A5032764121 @default.
- W4328007681 creator A5036726873 @default.
- W4328007681 creator A5047691572 @default.
- W4328007681 creator A5068851411 @default.
- W4328007681 creator A5077568912 @default.
- W4328007681 date "2023-01-01" @default.
- W4328007681 modified "2023-10-16" @default.
- W4328007681 title "FE-TCM: Filter-Enhanced Transformer Click Model for Web Search" @default.
- W4328007681 cites W1992549066 @default.
- W4328007681 cites W2026784708 @default.
- W4328007681 cites W2047870744 @default.
- W4328007681 cites W2099213975 @default.
- W4328007681 cites W2106630408 @default.
- W4328007681 cites W2125771191 @default.
- W4328007681 cites W2134572726 @default.
- W4328007681 cites W2154739689 @default.
- W4328007681 cites W2339829457 @default.
- W4328007681 cites W2507380695 @default.
- W4328007681 cites W2765193514 @default.
- W4328007681 cites W2798492560 @default.
- W4328007681 cites W2897055093 @default.
- W4328007681 cites W2963367478 @default.
- W4328007681 cites W2984100107 @default.
- W4328007681 cites W2994850640 @default.
- W4328007681 cites W2997919341 @default.
- W4328007681 cites W2998207486 @default.
- W4328007681 cites W3155333579 @default.
- W4328007681 cites W3167536469 @default.
- W4328007681 cites W3174492648 @default.
- W4328007681 cites W4213335484 @default.
- W4328007681 cites W4220974940 @default.
- W4328007681 cites W4229059399 @default.
- W4328007681 cites W4302322961 @default.
- W4328007681 doi "https://doi.org/10.1109/access.2023.3259462" @default.
- W4328007681 hasPublicationYear "2023" @default.
- W4328007681 type Work @default.
- W4328007681 citedByCount "0" @default.
- W4328007681 crossrefType "journal-article" @default.
- W4328007681 hasAuthorship W4328007681A5000238995 @default.
- W4328007681 hasAuthorship W4328007681A5032764121 @default.
- W4328007681 hasAuthorship W4328007681A5036726873 @default.
- W4328007681 hasAuthorship W4328007681A5047691572 @default.
- W4328007681 hasAuthorship W4328007681A5068851411 @default.
- W4328007681 hasAuthorship W4328007681A5077568912 @default.
- W4328007681 hasBestOaLocation W43280076811 @default.
- W4328007681 hasConcept C106131492 @default.
- W4328007681 hasConcept C119857082 @default.
- W4328007681 hasConcept C121332964 @default.
- W4328007681 hasConcept C124101348 @default.
- W4328007681 hasConcept C153180895 @default.
- W4328007681 hasConcept C154945302 @default.
- W4328007681 hasConcept C165801399 @default.
- W4328007681 hasConcept C23123220 @default.
- W4328007681 hasConcept C31972630 @default.
- W4328007681 hasConcept C41008148 @default.
- W4328007681 hasConcept C50644808 @default.
- W4328007681 hasConcept C52622490 @default.
- W4328007681 hasConcept C62520636 @default.
- W4328007681 hasConcept C66322947 @default.
- W4328007681 hasConceptScore W4328007681C106131492 @default.
- W4328007681 hasConceptScore W4328007681C119857082 @default.
- W4328007681 hasConceptScore W4328007681C121332964 @default.
- W4328007681 hasConceptScore W4328007681C124101348 @default.
- W4328007681 hasConceptScore W4328007681C153180895 @default.
- W4328007681 hasConceptScore W4328007681C154945302 @default.
- W4328007681 hasConceptScore W4328007681C165801399 @default.
- W4328007681 hasConceptScore W4328007681C23123220 @default.
- W4328007681 hasConceptScore W4328007681C31972630 @default.
- W4328007681 hasConceptScore W4328007681C41008148 @default.
- W4328007681 hasConceptScore W4328007681C50644808 @default.
- W4328007681 hasConceptScore W4328007681C52622490 @default.
- W4328007681 hasConceptScore W4328007681C62520636 @default.
- W4328007681 hasConceptScore W4328007681C66322947 @default.
- W4328007681 hasFunder F4320322877 @default.
- W4328007681 hasFunder F4320327619 @default.
- W4328007681 hasLocation W43280076811 @default.
- W4328007681 hasLocation W43280076812 @default.
- W4328007681 hasOpenAccess W4328007681 @default.
- W4328007681 hasPrimaryLocation W43280076811 @default.
- W4328007681 hasRelatedWork W1964120219 @default.
- W4328007681 hasRelatedWork W2000165426 @default.
- W4328007681 hasRelatedWork W2114557664 @default.
- W4328007681 hasRelatedWork W2144059113 @default.
- W4328007681 hasRelatedWork W2146076056 @default.
- W4328007681 hasRelatedWork W2385132419 @default.
- W4328007681 hasRelatedWork W2772780115 @default.
- W4328007681 hasRelatedWork W2811390910 @default.
- W4328007681 hasRelatedWork W2942471066 @default.
- W4328007681 hasRelatedWork W3003836766 @default.
- W4328007681 hasVolume "11" @default.
- W4328007681 isParatext "false" @default.
- W4328007681 isRetracted "false" @default.
- W4328007681 workType "article" @default.