{"id":"https://openalex.org/W4308627765","doi":"https://doi.org/10.1145/3550356.3559087","title":"DescribeML","display_name":"DescribeML","publication_year":2022,"publication_date":"2022-10-23","ids":{"openalex":"https://openalex.org/W4308627765","doi":"https://doi.org/10.1145/3550356.3559087"},"language":"en","primary_location":{"id":"doi:10.1145/3550356.3559087","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3550356.3559087","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 25th International Conference on Model Driven Engineering Languages and Systems: Companion Proceedings","raw_type":"proceedings-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/A5082864285","display_name":"Joan Giner-Miguelez","orcid":"https://orcid.org/0000-0003-2335-6977"},"institutions":[{"id":"https://openalex.org/I138847295","display_name":"Universitat Oberta de Catalunya","ror":"https://ror.org/01f5wp925","country_code":"ES","type":"education","lineage":["https://openalex.org/I138847295"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Joan Giner-Miguelez","raw_affiliation_strings":["Universitat Oberta de Catalunya, UOC, Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Universitat Oberta de Catalunya, UOC, Barcelona, Spain","institution_ids":["https://openalex.org/I138847295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064894712","display_name":"Abel G\u00f3mez","orcid":"https://orcid.org/0000-0003-1344-8472"},"institutions":[{"id":"https://openalex.org/I138847295","display_name":"Universitat Oberta de Catalunya","ror":"https://ror.org/01f5wp925","country_code":"ES","type":"education","lineage":["https://openalex.org/I138847295"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Abel G\u00f3mez","raw_affiliation_strings":["Universitat Oberta de Cataluny, UOC, Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Universitat Oberta de Cataluny, UOC, Barcelona, Spain","institution_ids":["https://openalex.org/I138847295"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074872542","display_name":"Jordi Cabot","orcid":"https://orcid.org/0000-0003-2418-2489"},"institutions":[{"id":"https://openalex.org/I138847295","display_name":"Universitat Oberta de Catalunya","ror":"https://ror.org/01f5wp925","country_code":"ES","type":"education","lineage":["https://openalex.org/I138847295"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jordi Cabot","raw_affiliation_strings":["Universitat Oberta de Cataluny, UOC, Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Universitat Oberta de Cataluny, UOC, Barcelona, Spain","institution_ids":["https://openalex.org/I138847295"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5082864285"],"corresponding_institution_ids":["https://openalex.org/I138847295"],"apc_list":null,"apc_paid":null,"fwci":2.1219,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.89155213,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"22","last_page":"26"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9959999918937683,"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/T10028","display_name":"Topic Modeling","score":0.9959999918937683,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9847999811172485,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9847000241279602,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/computer-science","display_name":"Computer science","score":0.759476363658905},{"id":"https://openalex.org/keywords/root","display_name":"Root (linguistics)","score":0.5368849039077759},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44973790645599365},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3722604811191559}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.759476363658905},{"id":"https://openalex.org/C171078966","wikidata":"https://www.wikidata.org/wiki/Q111029","display_name":"Root (linguistics)","level":2,"score":0.5368849039077759},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44973790645599365},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3722604811191559},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3550356.3559087","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3550356.3559087","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 25th International Conference on Model Driven Engineering Languages and Systems: Companion Proceedings","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.7200000286102295}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2114524997","https://openalex.org/W2196674927","https://openalex.org/W2911227954","https://openalex.org/W3038923964","https://openalex.org/W3135371071","https://openalex.org/W3186942977","https://openalex.org/W3193521099","https://openalex.org/W3212368439","https://openalex.org/W3212464620","https://openalex.org/W4249194216","https://openalex.org/W4285035142","https://openalex.org/W4301861397"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4313488044","https://openalex.org/W3209574120","https://openalex.org/W4312192474","https://openalex.org/W4210805261"],"abstract_inverted_index":{"Datasets":[0],"play":[1],"a":[2,40],"central":[3],"role":[4],"in":[5],"the":[6,19,35,49],"training":[7],"and":[8],"evaluation":[9],"of":[10,22],"machine":[11],"learning":[12],"(ML)":[13],"models.":[14],"But":[15],"they":[16,51],"are":[17,47],"also":[18],"root":[20],"cause":[21],"many":[23],"undesired":[24],"model":[25],"behaviors,":[26],"such":[27],"as":[28],"biased":[29],"predictions.":[30],"To":[31],"overcome":[32],"this":[33],"situation,":[34],"ML":[36],"community":[37],"is":[38],"proposing":[39,55],"data-centric":[41],"cultural":[42],"shift,":[43],"where":[44],"data":[45],"issues":[46],"given":[48],"attention":[50],"deserve,":[52],"for":[53,58],"instance,":[54],"standard":[56],"descriptions":[57],"datasets.":[59]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":7}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2022-11-13T00:00:00"}