{"id":"https://openalex.org/W4409649497","doi":"https://doi.org/10.1007/s10664-025-10660-y","title":"Leveraging encoder-only large language models for mobile app review feature extraction","display_name":"Leveraging encoder-only large language models for mobile app review feature extraction","publication_year":2025,"publication_date":"2025-04-21","ids":{"openalex":"https://openalex.org/W4409649497","doi":"https://doi.org/10.1007/s10664-025-10660-y"},"language":"en","primary_location":{"id":"doi:10.1007/s10664-025-10660-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10664-025-10660-y","pdf_url":null,"source":{"id":"https://openalex.org/S109852484","display_name":"Empirical Software Engineering","issn_l":"1382-3256","issn":["1382-3256","1573-7616"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Empirical Software Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hdl.handle.net/2117/432930","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5060562561","display_name":"Quim Motger","orcid":"https://orcid.org/0000-0002-4896-7515"},"institutions":[{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Quim Motger","raw_affiliation_strings":["Department of Service and Information System Engineering, Universitat Polit\u00e8cnica de Catalunya, Barcelona, Spain"],"raw_orcid":"https://orcid.org/0000-0002-4896-7515","affiliations":[{"raw_affiliation_string":"Department of Service and Information System Engineering, Universitat Polit\u00e8cnica de Catalunya, Barcelona, Spain","institution_ids":["https://openalex.org/I9617848"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062667199","display_name":"Alessio Miaschi","orcid":"https://orcid.org/0000-0002-0736-5411"},"institutions":[{"id":"https://openalex.org/I4210124522","display_name":"Institute for Computational Linguistics \u201cA. Zampolli\u201d","ror":"https://ror.org/028g3pe33","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210124522","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alessio Miaschi","raw_affiliation_strings":["Institute for Computational Linguistics \u201cA. Zampolli\u201d (ILC-CNR), ItaliaNLP Lab, Pisa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Computational Linguistics \u201cA. Zampolli\u201d (ILC-CNR), ItaliaNLP Lab, Pisa, Italy","institution_ids":["https://openalex.org/I4210124522"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084812833","display_name":"Felice Dell\u2019Orletta\u22c4","orcid":"https://orcid.org/0000-0003-3454-9387"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Felice Dell\u2019Orletta","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027686521","display_name":"Xavier Franch","orcid":"https://orcid.org/0000-0001-9733-8830"},"institutions":[{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Xavier Franch","raw_affiliation_strings":["Department of Service and Information System Engineering, Universitat Polit\u00e8cnica de Catalunya, Barcelona, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Service and Information System Engineering, Universitat Polit\u00e8cnica de Catalunya, Barcelona, Spain","institution_ids":["https://openalex.org/I9617848"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057283985","display_name":"Jordi Marco","orcid":"https://orcid.org/0000-0002-0078-7929"},"institutions":[{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jordi Marco","raw_affiliation_strings":["Department of Computer Science, Universitat Polit\u00e8cnica de Catalunya, Barcelona, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Universitat Polit\u00e8cnica de Catalunya, Barcelona, Spain","institution_ids":["https://openalex.org/I9617848"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5060562561"],"corresponding_institution_ids":["https://openalex.org/I9617848"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":null,"fwci":17.304,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.98856087,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":"30","issue":"4","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12016","display_name":"Web Data Mining and Analysis","score":0.9955000281333923,"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"}},"topics":[{"id":"https://openalex.org/T12016","display_name":"Web Data Mining and Analysis","score":0.9955000281333923,"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/T12799","display_name":"Mobile and Web Applications","score":0.9871000051498413,"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/T10260","display_name":"Software Engineering Research","score":0.983299970626831,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7450385689735413},{"id":"https://openalex.org/keywords/mobile-apps","display_name":"Mobile apps","score":0.7278314828872681},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.6595582962036133},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4939749836921692},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.48003092408180237},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.45824146270751953},{"id":"https://openalex.org/keywords/language-model","display_name":"Language model","score":0.4249148368835449},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4171704053878784},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.28294169902801514},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.15728014707565308},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.09665903449058533}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7450385689735413},{"id":"https://openalex.org/C2988145974","wikidata":"https://www.wikidata.org/wiki/Q620615","display_name":"Mobile apps","level":2,"score":0.7278314828872681},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.6595582962036133},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4939749836921692},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.48003092408180237},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.45824146270751953},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.4249148368835449},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4171704053878784},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.28294169902801514},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.15728014707565308},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.09665903449058533},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10664-025-10660-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10664-025-10660-y","pdf_url":null,"source":{"id":"https://openalex.org/S109852484","display_name":"Empirical Software Engineering","issn_l":"1382-3256","issn":["1382-3256","1573-7616"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Empirical Software Engineering","raw_type":"journal-article"},{"id":"pmh:oai:upcommons.upc.edu:2117/432930","is_oa":true,"landing_page_url":"https://hdl.handle.net/2117/432930","pdf_url":null,"source":{"id":"https://openalex.org/S4210207057","display_name":"QRU Quaderns de Recerca en Urbanisme","issn_l":"2014-9689","issn":["2014-9689","2385-6777"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310322448","host_organization_name":"Q71272178","host_organization_lineage":["https://openalex.org/P4310322448"],"host_organization_lineage_names":["Q71272178"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":{"id":"pmh:oai:upcommons.upc.edu:2117/432930","is_oa":true,"landing_page_url":"https://hdl.handle.net/2117/432930","pdf_url":null,"source":{"id":"https://openalex.org/S4210207057","display_name":"QRU Quaderns de Recerca en Urbanisme","issn_l":"2014-9689","issn":["2014-9689","2385-6777"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310322448","host_organization_name":"Q71272178","host_organization_lineage":["https://openalex.org/P4310322448"],"host_organization_lineage_names":["Q71272178"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6292477444","display_name":null,"funder_award_id":"PID2020-117191RB-I00 / AEI/10.13039/501100011033","funder_id":"https://openalex.org/F4320322930","funder_display_name":"Ministerio de Ciencia e Innovaci\u00f3n"},{"id":"https://openalex.org/G731118236","display_name":null,"funder_award_id":"PE00000013","funder_id":"https://openalex.org/F4320321873","funder_display_name":"Ministero dell\u2019Istruzione, dell\u2019Universit\u00e0 e della Ricerca"}],"funders":[{"id":"https://openalex.org/F4320321600","display_name":"Departament d'Innovaci\u00f3, Universitats i Empresa, Generalitat de Catalunya","ror":"https://ror.org/01bg62x04"},{"id":"https://openalex.org/F4320321873","display_name":"Ministero dell\u2019Istruzione, dell\u2019Universit\u00e0 e della Ricerca","ror":"https://ror.org/0166hxq48"},{"id":"https://openalex.org/F4320322930","display_name":"Ministerio de Ciencia e Innovaci\u00f3n","ror":"https://ror.org/034900433"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":77,"referenced_works":["https://openalex.org/W267441574","https://openalex.org/W817877629","https://openalex.org/W1174118978","https://openalex.org/W1916584426","https://openalex.org/W1963900534","https://openalex.org/W1975675278","https://openalex.org/W1991867644","https://openalex.org/W2074975950","https://openalex.org/W2099213660","https://openalex.org/W2107686700","https://openalex.org/W2122496402","https://openalex.org/W2123873494","https://openalex.org/W2142168034","https://openalex.org/W2156011391","https://openalex.org/W2243049275","https://openalex.org/W2243129849","https://openalex.org/W2257884736","https://openalex.org/W2460286025","https://openalex.org/W2574401261","https://openalex.org/W2741962935","https://openalex.org/W2755160617","https://openalex.org/W2756832710","https://openalex.org/W2761329858","https://openalex.org/W2779479887","https://openalex.org/W2788267443","https://openalex.org/W2802301063","https://openalex.org/W2890801208","https://openalex.org/W2921407789","https://openalex.org/W2921968147","https://openalex.org/W2942975907","https://openalex.org/W2963341956","https://openalex.org/W2971993675","https://openalex.org/W2984147501","https://openalex.org/W2985884876","https://openalex.org/W3000441416","https://openalex.org/W3011137575","https://openalex.org/W3016381677","https://openalex.org/W3034503357","https://openalex.org/W3035204084","https://openalex.org/W3082535396","https://openalex.org/W3103268783","https://openalex.org/W3105093672","https://openalex.org/W3113845499","https://openalex.org/W3133517736","https://openalex.org/W3135265100","https://openalex.org/W3137533094","https://openalex.org/W3150217209","https://openalex.org/W3162632914","https://openalex.org/W3172642864","https://openalex.org/W3176586352","https://openalex.org/W3180238884","https://openalex.org/W3191402931","https://openalex.org/W3194114348","https://openalex.org/W3215317537","https://openalex.org/W3216278056","https://openalex.org/W4200184183","https://openalex.org/W4210246416","https://openalex.org/W4220927872","https://openalex.org/W4241786044","https://openalex.org/W4284963545","https://openalex.org/W4285116174","https://openalex.org/W4285247467","https://openalex.org/W4285798540","https://openalex.org/W4299711627","https://openalex.org/W4317904898","https://openalex.org/W4318562101","https://openalex.org/W4382566902","https://openalex.org/W4386298164","https://openalex.org/W4387142599","https://openalex.org/W4389518673","https://openalex.org/W4390489251","https://openalex.org/W4391783278","https://openalex.org/W4399096563","https://openalex.org/W4400680392","https://openalex.org/W4402665833","https://openalex.org/W4408918972","https://openalex.org/W6600424091"],"related_works":["https://openalex.org/W4390516098","https://openalex.org/W2181948922","https://openalex.org/W2384362569","https://openalex.org/W2142795561","https://openalex.org/W4205302943","https://openalex.org/W2561132942","https://openalex.org/W3155418658","https://openalex.org/W4243199227","https://openalex.org/W2379948177","https://openalex.org/W2119949815"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":2}],"updated_date":"2026-04-25T08:17:42.794288","created_date":"2025-10-10T00:00:00"}
