Matches in SemOpenAlex for { <https://semopenalex.org/work/W4387156972> ?p ?o ?g. }
Showing items 1 to 77 of
77
with 100 items per page.
- W4387156972 abstract "Micro-videos have recently gained immense popularity, sparking critical research in micro-video recommendation with significant implications for the entertainment, advertising, and e-commerce industries. However, the lack of large-scale public micro-video datasets poses a major challenge for developing effective recommender systems. To address this challenge, we introduce a very large micro-video recommendation dataset, named MicroLens, consisting of one billion user-item interaction behaviors, 34 million users, and one million micro-videos. This dataset also contains various raw modality information about videos, including titles, cover images, audio, and full-length videos. MicroLens serves as a benchmark for content-driven micro-video recommendation, enabling researchers to utilize various modalities of video information for recommendation, rather than relying solely on item IDs or off-the-shelf video features extracted from a pre-trained network. Our benchmarking of multiple recommender models and video encoders on MicroLens has yielded valuable insights into the performance of micro-video recommendation. We believe that this dataset will not only benefit the recommender system community but also promote the development of the video understanding field. Our datasets and code are available at https://github.com/westlake-repl/MicroLens." @default.
- W4387156972 created "2023-09-30" @default.
- W4387156972 creator A5008168090 @default.
- W4387156972 creator A5029290306 @default.
- W4387156972 creator A5038668215 @default.
- W4387156972 creator A5047519028 @default.
- W4387156972 creator A5047568087 @default.
- W4387156972 creator A5061574958 @default.
- W4387156972 creator A5069944880 @default.
- W4387156972 creator A5081665927 @default.
- W4387156972 date "2023-09-26" @default.
- W4387156972 modified "2023-10-14" @default.
- W4387156972 title "A Content-Driven Micro-Video Recommendation Dataset at Scale" @default.
- W4387156972 doi "https://doi.org/10.48550/arxiv.2309.15379" @default.
- W4387156972 hasPublicationYear "2023" @default.
- W4387156972 type Work @default.
- W4387156972 citedByCount "0" @default.
- W4387156972 crossrefType "posted-content" @default.
- W4387156972 hasAuthorship W4387156972A5008168090 @default.
- W4387156972 hasAuthorship W4387156972A5029290306 @default.
- W4387156972 hasAuthorship W4387156972A5038668215 @default.
- W4387156972 hasAuthorship W4387156972A5047519028 @default.
- W4387156972 hasAuthorship W4387156972A5047568087 @default.
- W4387156972 hasAuthorship W4387156972A5061574958 @default.
- W4387156972 hasAuthorship W4387156972A5069944880 @default.
- W4387156972 hasAuthorship W4387156972A5081665927 @default.
- W4387156972 hasBestOaLocation W43871569721 @default.
- W4387156972 hasConcept C121332964 @default.
- W4387156972 hasConcept C13280743 @default.
- W4387156972 hasConcept C136764020 @default.
- W4387156972 hasConcept C144024400 @default.
- W4387156972 hasConcept C144133560 @default.
- W4387156972 hasConcept C162853370 @default.
- W4387156972 hasConcept C185798385 @default.
- W4387156972 hasConcept C205649164 @default.
- W4387156972 hasConcept C23123220 @default.
- W4387156972 hasConcept C2778755073 @default.
- W4387156972 hasConcept C2779903281 @default.
- W4387156972 hasConcept C36289849 @default.
- W4387156972 hasConcept C41008148 @default.
- W4387156972 hasConcept C49774154 @default.
- W4387156972 hasConcept C557471498 @default.
- W4387156972 hasConcept C62520636 @default.
- W4387156972 hasConcept C86251818 @default.
- W4387156972 hasConceptScore W4387156972C121332964 @default.
- W4387156972 hasConceptScore W4387156972C13280743 @default.
- W4387156972 hasConceptScore W4387156972C136764020 @default.
- W4387156972 hasConceptScore W4387156972C144024400 @default.
- W4387156972 hasConceptScore W4387156972C144133560 @default.
- W4387156972 hasConceptScore W4387156972C162853370 @default.
- W4387156972 hasConceptScore W4387156972C185798385 @default.
- W4387156972 hasConceptScore W4387156972C205649164 @default.
- W4387156972 hasConceptScore W4387156972C23123220 @default.
- W4387156972 hasConceptScore W4387156972C2778755073 @default.
- W4387156972 hasConceptScore W4387156972C2779903281 @default.
- W4387156972 hasConceptScore W4387156972C36289849 @default.
- W4387156972 hasConceptScore W4387156972C41008148 @default.
- W4387156972 hasConceptScore W4387156972C49774154 @default.
- W4387156972 hasConceptScore W4387156972C557471498 @default.
- W4387156972 hasConceptScore W4387156972C62520636 @default.
- W4387156972 hasConceptScore W4387156972C86251818 @default.
- W4387156972 hasLocation W43871569721 @default.
- W4387156972 hasOpenAccess W4387156972 @default.
- W4387156972 hasPrimaryLocation W43871569721 @default.
- W4387156972 hasRelatedWork W2319923274 @default.
- W4387156972 hasRelatedWork W2324450280 @default.
- W4387156972 hasRelatedWork W2373994752 @default.
- W4387156972 hasRelatedWork W2376294321 @default.
- W4387156972 hasRelatedWork W2748952813 @default.
- W4387156972 hasRelatedWork W2754031099 @default.
- W4387156972 hasRelatedWork W3011253003 @default.
- W4387156972 hasRelatedWork W4226048346 @default.
- W4387156972 hasRelatedWork W4285024154 @default.
- W4387156972 hasRelatedWork W4307100037 @default.
- W4387156972 isParatext "false" @default.
- W4387156972 isRetracted "false" @default.
- W4387156972 workType "article" @default.