{"id":"https://openalex.org/W4399962218","doi":"https://doi.org/10.1038/s42256-024-00852-4","title":"Challenges, evaluation and opportunities for open-world learning","display_name":"Challenges, evaluation and opportunities for open-world learning","publication_year":2024,"publication_date":"2024-06-24","ids":{"openalex":"https://openalex.org/W4399962218","doi":"https://doi.org/10.1038/s42256-024-00852-4"},"language":"en","primary_location":{"id":"doi:10.1038/s42256-024-00852-4","is_oa":false,"landing_page_url":"https://doi.org/10.1038/s42256-024-00852-4","pdf_url":null,"source":{"id":"https://openalex.org/S2912241403","display_name":"Nature Machine Intelligence","issn_l":"2522-5839","issn":["2522-5839"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Nature Machine Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5074197492","display_name":"Mayank Kejriwal","orcid":"https://orcid.org/0000-0001-5988-8305"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Mayank Kejriwal","raw_affiliation_strings":["Information Sciences Institute, University of Southern California, Marina del Rey, CA, USA"],"affiliations":[{"raw_affiliation_string":"Information Sciences Institute, University of Southern California, Marina del Rey, CA, USA","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051966888","display_name":"Eric Kildebeck","orcid":"https://orcid.org/0000-0001-7209-0226"},"institutions":[{"id":"https://openalex.org/I162577319","display_name":"The University of Texas at Dallas","ror":"https://ror.org/049emcs32","country_code":"US","type":"education","lineage":["https://openalex.org/I162577319"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eric Kildebeck","raw_affiliation_strings":["Center for Engineering Innovation, University of Texas at Dallas, Richardson, TX, USA"],"affiliations":[{"raw_affiliation_string":"Center for Engineering Innovation, University of Texas at Dallas, Richardson, TX, USA","institution_ids":["https://openalex.org/I162577319"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079258586","display_name":"Robert J. Steininger","orcid":null},"institutions":[{"id":"https://openalex.org/I162577319","display_name":"The University of Texas at Dallas","ror":"https://ror.org/049emcs32","country_code":"US","type":"education","lineage":["https://openalex.org/I162577319"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Robert Steininger","raw_affiliation_strings":["Center for Engineering Innovation, University of Texas at Dallas, Richardson, TX, USA"],"affiliations":[{"raw_affiliation_string":"Center for Engineering Innovation, University of Texas at Dallas, Richardson, TX, USA","institution_ids":["https://openalex.org/I162577319"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101614443","display_name":"Abhinav Shrivastava","orcid":"https://orcid.org/0000-0001-8928-8554"},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Abhinav Shrivastava","raw_affiliation_strings":["Department of Computer Science & UMIACS, University of Maryland, College Park, MD, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science & UMIACS, University of Maryland, College Park, MD, USA","institution_ids":["https://openalex.org/I66946132"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5074197492"],"corresponding_institution_ids":["https://openalex.org/I1174212"],"apc_list":{"value":9750,"currency":"EUR","value_usd":11690},"apc_paid":null,"fwci":7.5994,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.97650308,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"6","issue":"6","first_page":"580","last_page":"588"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12072","display_name":"Machine Learning and Algorithms","score":0.9872000217437744,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12072","display_name":"Machine Learning and Algorithms","score":0.9872000217437744,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9812999963760376,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9785000085830688,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.46871060132980347}],"concepts":[{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.46871060132980347}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1038/s42256-024-00852-4","is_oa":false,"landing_page_url":"https://doi.org/10.1038/s42256-024-00852-4","pdf_url":null,"source":{"id":"https://openalex.org/S2912241403","display_name":"Nature Machine Intelligence","issn_l":"2522-5839","issn":["2522-5839"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Nature Machine Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4208228286","display_name":null,"funder_award_id":"W911NF2020003","funder_id":"https://openalex.org/F4320332180","funder_display_name":"Defense Advanced Research Projects Agency"},{"id":"https://openalex.org/G6129480071","display_name":null,"funder_award_id":"W911NF2020010","funder_id":"https://openalex.org/F4320332180","funder_display_name":"Defense Advanced Research Projects Agency"},{"id":"https://openalex.org/G7741195272","display_name":null,"funder_award_id":"W911NF2020009","funder_id":"https://openalex.org/F4320332180","funder_display_name":"Defense Advanced Research Projects Agency"}],"funders":[{"id":"https://openalex.org/F4320332180","display_name":"Defense Advanced Research Projects Agency","ror":"https://ror.org/02caytj08"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":72,"referenced_works":["https://openalex.org/W88868203","https://openalex.org/W277886906","https://openalex.org/W1486440197","https://openalex.org/W1738827650","https://openalex.org/W1793984240","https://openalex.org/W1964763677","https://openalex.org/W1975875311","https://openalex.org/W2031342017","https://openalex.org/W2057374144","https://openalex.org/W2077582043","https://openalex.org/W2114252209","https://openalex.org/W2114315281","https://openalex.org/W2122646361","https://openalex.org/W2132345820","https://openalex.org/W2154018708","https://openalex.org/W2492400739","https://openalex.org/W2515822248","https://openalex.org/W2583689529","https://openalex.org/W2624983076","https://openalex.org/W2748291579","https://openalex.org/W2753709519","https://openalex.org/W2761821043","https://openalex.org/W2885948040","https://openalex.org/W2902907165","https://openalex.org/W2908882439","https://openalex.org/W2919356958","https://openalex.org/W2921322865","https://openalex.org/W2965989958","https://openalex.org/W2979544394","https://openalex.org/W3000302224","https://openalex.org/W3011190810","https://openalex.org/W3020514163","https://openalex.org/W3044129898","https://openalex.org/W3098690786","https://openalex.org/W3099580559","https://openalex.org/W3103769626","https://openalex.org/W3122196421","https://openalex.org/W3122209084","https://openalex.org/W3133007915","https://openalex.org/W3138181334","https://openalex.org/W3142729297","https://openalex.org/W3152331843","https://openalex.org/W3164952570","https://openalex.org/W3167214990","https://openalex.org/W3174155187","https://openalex.org/W3176303280","https://openalex.org/W3177100526","https://openalex.org/W3192510920","https://openalex.org/W3208763156","https://openalex.org/W3208992188","https://openalex.org/W3212899624","https://openalex.org/W3214138187","https://openalex.org/W3217522328","https://openalex.org/W4205115086","https://openalex.org/W4207001022","https://openalex.org/W4210304670","https://openalex.org/W4214535558","https://openalex.org/W4224279587","https://openalex.org/W4236218212","https://openalex.org/W4239943352","https://openalex.org/W4247322614","https://openalex.org/W4280549079","https://openalex.org/W4287589285","https://openalex.org/W4309663019","https://openalex.org/W4312347618","https://openalex.org/W4318069287","https://openalex.org/W4318621207","https://openalex.org/W4319163914","https://openalex.org/W4387520212","https://openalex.org/W4392669753","https://openalex.org/W6786896602","https://openalex.org/W6798182279"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2765153054","https://openalex.org/W2596173151","https://openalex.org/W3213789065","https://openalex.org/W3080576469","https://openalex.org/W4231340554","https://openalex.org/W1491839574","https://openalex.org/W2931838652","https://openalex.org/W3168296622","https://openalex.org/W4399331938"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":5}],"updated_date":"2026-04-02T15:55:50.835912","created_date":"2025-10-10T00:00:00"}
