?url_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rft.title=Using+an+ensemble+of+features+for+personalized+recommendations+of+scientific+publications&rft.creator=Tenti%2C+P&rft.creator=Thomas%2C+J&rft.creator=Pe%C3%B1aloza%2C+R&rft.creator=Pasi%2C+G&rft.description=Maintaining+reviews+of+scientific+publications+as+soon+as+new+relevant+publications+are+available+is+a+typical+challenge+to+many+research+communities.+We+address+this+challenge+as+a+content-based+recommendation+problem%2C+where+the+publications+already+selected+for+a+review+drive+the+recommendation+of+the+new+publications.+In+addition%2C+resources+such+as+domain+databases%2C+ontologies+and+academic+graphs+provide+structured+information+about+publications+(e.g.%2C+authors%2C+journals%2C+conferences).+Our+experiments+show+that+a+simple+model+based+on+that+structured+information+to+represent+publications+achieve+high+precision+and+recall%2C+and+outperform+models+that+use+more+sophisticated+representations+based+on+embeddings.&rft.publisher=CEUR-WS&rft.date=2021&rft.type=Proceedings+paper&rft.language=eng&rft.source=+++++In%3A+++(Proceedings)+CEUR+Workshop+Proceedings.+++CEUR-WS+(2021)++++(In+press).++&rft.format=text&rft.identifier=https%3A%2F%2Fdiscovery.ucl.ac.uk%2Fid%2Feprint%2F10136206%2F1%2Fpaper30.pdf&rft.identifier=https%3A%2F%2Fdiscovery.ucl.ac.uk%2Fid%2Feprint%2F10136206%2F&rft.rights=open