Position display of different modules and parameters.
<p>The red stars mark the specific locations of the Cross-Attention and Fusion Loss modules, and the yellow stars mark the specific locations of the four loss parameters and the Lambda coefficient.</p>
محفوظ في:
| المؤلف الرئيسي: | |
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| مؤلفون آخرون: | |
| منشور في: |
2025
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| الموضوعات: | |
| الوسوم: |
إضافة وسم
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| _version_ | 1852018781165977600 |
|---|---|
| author | Chong Zhang (418677) |
| author2 | ZhiCai Zhang (21647998) |
| author2_role | author |
| author_facet | Chong Zhang (418677) ZhiCai Zhang (21647998) |
| author_role | author |
| dc.creator.none.fl_str_mv | Chong Zhang (418677) ZhiCai Zhang (21647998) |
| dc.date.none.fl_str_mv | 2025-07-02T17:57:59Z |
| dc.identifier.none.fl_str_mv | 10.1371/journal.pone.0327663.g006 |
| dc.relation.none.fl_str_mv | https://figshare.com/articles/figure/Position_display_of_different_modules_and_parameters_/29463862 |
| dc.rights.none.fl_str_mv | CC BY 4.0 info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Biotechnology Science Policy Biological Sciences not elsewhere classified Information Systems not elsewhere classified world datasets along multiple ablation studies match consumer psychology experimental results show interactive modeling effect fusion loss function existing multimedia algorithms deeply integrating product achieve deep fusion existing algorithms interactive information fusion module feature fusion user information three real significant role recommender systems product transactions product search multimodal information method realizes method adds maximum improvement integration method information presentation information must include product goods recommendations extensive experiments different modules different modalities deeper integration activated multi |
| dc.title.none.fl_str_mv | Position display of different modules and parameters. |
| dc.type.none.fl_str_mv | Image Figure info:eu-repo/semantics/publishedVersion image |
| description | <p>The red stars mark the specific locations of the Cross-Attention and Fusion Loss modules, and the yellow stars mark the specific locations of the four loss parameters and the Lambda coefficient.</p> |
| eu_rights_str_mv | openAccess |
| id | Manara_89bb13df6f054d2ba1053e96aba2b7f2 |
| identifier_str_mv | 10.1371/journal.pone.0327663.g006 |
| network_acronym_str | Manara |
| network_name_str | ManaraRepo |
| oai_identifier_str | oai:figshare.com:article/29463862 |
| publishDate | 2025 |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| rights_invalid_str_mv | CC BY 4.0 |
| spelling | Position display of different modules and parameters.Chong Zhang (418677)ZhiCai Zhang (21647998)BiotechnologyScience PolicyBiological Sciences not elsewhere classifiedInformation Systems not elsewhere classifiedworld datasets alongmultiple ablation studiesmatch consumer psychologyexperimental results showinteractive modeling effectfusion loss functionexisting multimedia algorithmsdeeply integrating productachieve deep fusionexisting algorithmsinteractive informationfusion modulefeature fusionuser informationthree realsignificant rolerecommender systemsproduct transactionsproduct searchmultimodal informationmethod realizesmethod addsmaximum improvementintegration methodinformation presentationinformation mustinclude productgoods recommendationsextensive experimentsdifferent modulesdifferent modalitiesdeeper integrationactivated multi<p>The red stars mark the specific locations of the Cross-Attention and Fusion Loss modules, and the yellow stars mark the specific locations of the four loss parameters and the Lambda coefficient.</p>2025-07-02T17:57:59ZImageFigureinfo:eu-repo/semantics/publishedVersionimage10.1371/journal.pone.0327663.g006https://figshare.com/articles/figure/Position_display_of_different_modules_and_parameters_/29463862CC BY 4.0info:eu-repo/semantics/openAccessoai:figshare.com:article/294638622025-07-02T17:57:59Z |
| spellingShingle | Position display of different modules and parameters. Chong Zhang (418677) Biotechnology Science Policy Biological Sciences not elsewhere classified Information Systems not elsewhere classified world datasets along multiple ablation studies match consumer psychology experimental results show interactive modeling effect fusion loss function existing multimedia algorithms deeply integrating product achieve deep fusion existing algorithms interactive information fusion module feature fusion user information three real significant role recommender systems product transactions product search multimodal information method realizes method adds maximum improvement integration method information presentation information must include product goods recommendations extensive experiments different modules different modalities deeper integration activated multi |
| status_str | publishedVersion |
| title | Position display of different modules and parameters. |
| title_full | Position display of different modules and parameters. |
| title_fullStr | Position display of different modules and parameters. |
| title_full_unstemmed | Position display of different modules and parameters. |
| title_short | Position display of different modules and parameters. |
| title_sort | Position display of different modules and parameters. |
| topic | Biotechnology Science Policy Biological Sciences not elsewhere classified Information Systems not elsewhere classified world datasets along multiple ablation studies match consumer psychology experimental results show interactive modeling effect fusion loss function existing multimedia algorithms deeply integrating product achieve deep fusion existing algorithms interactive information fusion module feature fusion user information three real significant role recommender systems product transactions product search multimodal information method realizes method adds maximum improvement integration method information presentation information must include product goods recommendations extensive experiments different modules different modalities deeper integration activated multi |