{"id":"https://openalex.org/W4399667996","doi":"https://doi.org/10.1145/3661167.3661215","title":"Automated categorization of pre-trained models in software engineering: A case study with a Hugging Face dataset","display_name":"Automated categorization of pre-trained models in software engineering: A case study with a Hugging Face dataset","publication_year":2024,"publication_date":"2024-06-14","ids":{"openalex":"https://openalex.org/W4399667996","doi":"https://doi.org/10.1145/3661167.3661215"},"language":"en","primary_location":{"id":"doi:10.1145/3661167.3661215","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3661167.3661215","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 28th International Conference on Evaluation and Assessment in Software Engineering","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3661167.3661215","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047553297","display_name":"Claudio Di Sipio","orcid":"https://orcid.org/0000-0001-9872-9542"},"institutions":[{"id":"https://openalex.org/I26415053","display_name":"University of L'Aquila","ror":"https://ror.org/01j9p1r26","country_code":"IT","type":"education","lineage":["https://openalex.org/I26415053"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Claudio Di Sipio","raw_affiliation_strings":["Department of Engineering, Computer science, and Mathematics, University of L'Aquila, Italy"],"raw_orcid":"https://orcid.org/0000-0001-9872-9542","affiliations":[{"raw_affiliation_string":"Department of Engineering, Computer science, and Mathematics, University of L'Aquila, Italy","institution_ids":["https://openalex.org/I26415053"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061119465","display_name":"Riccardo Rubei","orcid":"https://orcid.org/0000-0001-9622-5949"},"institutions":[{"id":"https://openalex.org/I26415053","display_name":"University of L'Aquila","ror":"https://ror.org/01j9p1r26","country_code":"IT","type":"education","lineage":["https://openalex.org/I26415053"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Riccardo Rubei","raw_affiliation_strings":["DISIM, University of L'Aquila, Italy"],"raw_orcid":"https://orcid.org/0000-0001-9622-5949","affiliations":[{"raw_affiliation_string":"DISIM, University of L'Aquila, Italy","institution_ids":["https://openalex.org/I26415053"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044470818","display_name":"Juri Di Rocco","orcid":"https://orcid.org/0000-0002-7909-3902"},"institutions":[{"id":"https://openalex.org/I26415053","display_name":"University of L'Aquila","ror":"https://ror.org/01j9p1r26","country_code":"IT","type":"education","lineage":["https://openalex.org/I26415053"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Juri Di Rocco","raw_affiliation_strings":["Department of Information Engineering, Computer Science and Mathematics, Universit\u00e0 degli Studi dell'Aquila, Italy"],"raw_orcid":"https://orcid.org/0000-0002-7909-3902","affiliations":[{"raw_affiliation_string":"Department of Information Engineering, Computer Science and Mathematics, Universit\u00e0 degli Studi dell'Aquila, Italy","institution_ids":["https://openalex.org/I26415053"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002764716","display_name":"Davide Di Ruscio","orcid":"https://orcid.org/0000-0002-5077-6793"},"institutions":[{"id":"https://openalex.org/I26415053","display_name":"University of L'Aquila","ror":"https://ror.org/01j9p1r26","country_code":"IT","type":"education","lineage":["https://openalex.org/I26415053"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Davide Di Ruscio","raw_affiliation_strings":["Universit\u00e0 degli Studi dell'Aquila, Italy"],"raw_orcid":"https://orcid.org/0000-0002-5077-6793","affiliations":[{"raw_affiliation_string":"Universit\u00e0 degli Studi dell'Aquila, Italy","institution_ids":["https://openalex.org/I26415053"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023235306","display_name":"Phuong T. Nguyen","orcid":"https://orcid.org/0000-0002-3666-4162"},"institutions":[{"id":"https://openalex.org/I26415053","display_name":"University of L'Aquila","ror":"https://ror.org/01j9p1r26","country_code":"IT","type":"education","lineage":["https://openalex.org/I26415053"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Phuong T. Nguyen","raw_affiliation_strings":["University of L'Aquila, Italy"],"raw_orcid":"https://orcid.org/0000-0002-3666-4162","affiliations":[{"raw_affiliation_string":"University of L'Aquila, Italy","institution_ids":["https://openalex.org/I26415053"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.14,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.87996184,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"351","last_page":"356"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9887999892234802,"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"}},"topics":[{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9887999892234802,"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"}},{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9876000285148621,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9851999878883362,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.8451333045959473},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7389870882034302},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.6786477565765381},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.49633342027664185},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47046029567718506},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.36327293515205383},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34457525610923767},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.32415956258773804},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.14325812458992004}],"concepts":[{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.8451333045959473},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7389870882034302},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.6786477565765381},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.49633342027664185},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47046029567718506},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.36327293515205383},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34457525610923767},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.32415956258773804},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.14325812458992004},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3661167.3661215","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3661167.3661215","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 28th International Conference on Evaluation and Assessment in Software Engineering","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3661167.3661215","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3661167.3661215","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 28th International Conference on Evaluation and Assessment in Software Engineering","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W2001496424","https://openalex.org/W2153635508","https://openalex.org/W2897042519","https://openalex.org/W3005026984","https://openalex.org/W3022599808","https://openalex.org/W3100279624","https://openalex.org/W3119696503","https://openalex.org/W3160172209","https://openalex.org/W3198659451","https://openalex.org/W3214251532","https://openalex.org/W4221061332","https://openalex.org/W4245995216","https://openalex.org/W4250664506","https://openalex.org/W4284709233","https://openalex.org/W4285490371","https://openalex.org/W4290996705","https://openalex.org/W4307812665","https://openalex.org/W4308731250","https://openalex.org/W4321787049","https://openalex.org/W4376606869","https://openalex.org/W4376606916","https://openalex.org/W4384345640","https://openalex.org/W4384636800","https://openalex.org/W4386081573","https://openalex.org/W4388963745"],"related_works":["https://openalex.org/W2165912799","https://openalex.org/W2735662278","https://openalex.org/W2382615723","https://openalex.org/W4311804456","https://openalex.org/W1987484445","https://openalex.org/W2623658258","https://openalex.org/W2143413548","https://openalex.org/W1969219540","https://openalex.org/W2370459448","https://openalex.org/W2105067402"],"abstract_inverted_index":{"Software":[0],"engineering":[1],"(SE)":[2],"activities":[3],"have":[4],"been":[5],"revolutionized":[6],"by":[7,61],"the":[8,40,49,51,57,69,83],"advent":[9],"of":[10,59,76],"pre-trained":[11],"models":[12,20],"(PTMs),":[13],"defined":[14],"as":[15],"large":[16],"machine":[17],"learning":[18],"(ML)":[19],"that":[21],"can":[22],"be":[23],"fine-tuned":[24],"to":[25,38,89],"perform":[26],"specific":[27],"SE":[28],"tasks.":[29],"However,":[30],"users":[31],"with":[32],"limited":[33],"expertise":[34],"may":[35],"need":[36],"help":[37],"select":[39],"appropriate":[41],"model":[42],"for":[43,80],"their":[44],"current":[45],"task.":[46],"To":[47],"tackle":[48],"issue,":[50],"Hugging":[52],"Face":[53],"(HF)":[54],"platform":[55,70],"simplifies":[56],"use":[58],"PTMs":[60,77],"collecting,":[62],"storing,":[63],"and":[64],"curating":[65],"several":[66],"models.":[67],"Nevertheless,":[68],"currently":[71],"lacks":[72],"a":[73],"comprehensive":[74],"categorization":[75],"designed":[78],"specifically":[79],"SE,":[81],"i.e.,":[82],"existing":[84],"tags":[85],"are":[86],"more":[87],"suited":[88],"generic":[90],"ML":[91],"categories.":[92]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}