{"id":"https://openalex.org/W4308623400","doi":"https://doi.org/10.1145/3550356.3552376","title":"Automating the design of recommender systems","display_name":"Automating the design of recommender systems","publication_year":2022,"publication_date":"2022-10-23","ids":{"openalex":"https://openalex.org/W4308623400","doi":"https://doi.org/10.1145/3550356.3552376"},"language":"en","primary_location":{"id":"doi:10.1145/3550356.3552376","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3550356.3552376","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/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":true,"raw_author_name":"Claudio Di Sipio","raw_affiliation_strings":["Universit\u00e0 degli studi dell'Aquila, Italy"],"affiliations":[{"raw_affiliation_string":"Universit\u00e0 degli studi dell'Aquila, Italy","institution_ids":["https://openalex.org/I26415053"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5047553297"],"corresponding_institution_ids":["https://openalex.org/I26415053"],"apc_list":null,"apc_paid":null,"fwci":0.3031,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.62473671,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"233","last_page":"236"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9998000264167786,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9998000264167786,"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/T12720","display_name":"Multimedia Communication and Technology","score":0.984499990940094,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.974399983882904,"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/recommender-system","display_name":"Recommender system","score":0.9020216464996338},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8210935592651367},{"id":"https://openalex.org/keywords/rss","display_name":"RSS","score":0.7489293813705444},{"id":"https://openalex.org/keywords/information-overload","display_name":"Information overload","score":0.6959683895111084},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4784576892852783},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4774090051651001},{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.45804399251937866},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.432394802570343},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.42099589109420776},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.41613635420799255},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.39224204421043396}],"concepts":[{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.9020216464996338},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8210935592651367},{"id":"https://openalex.org/C2385561","wikidata":"https://www.wikidata.org/wiki/Q45432","display_name":"RSS","level":2,"score":0.7489293813705444},{"id":"https://openalex.org/C186625053","wikidata":"https://www.wikidata.org/wiki/Q1130191","display_name":"Information overload","level":2,"score":0.6959683895111084},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4784576892852783},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4774090051651001},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.45804399251937866},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.432394802570343},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.42099589109420776},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.41613635420799255},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.39224204421043396},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3550356.3552376","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3550356.3552376","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":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1486317198","https://openalex.org/W1965355809","https://openalex.org/W2144179818","https://openalex.org/W2242521610","https://openalex.org/W2294742457","https://openalex.org/W2798030503","https://openalex.org/W2997591727","https://openalex.org/W3014258710","https://openalex.org/W3037862795","https://openalex.org/W3040911419","https://openalex.org/W3047010778","https://openalex.org/W3093959336","https://openalex.org/W3101292137","https://openalex.org/W3101793783","https://openalex.org/W3134063549","https://openalex.org/W3138651963","https://openalex.org/W3154190849","https://openalex.org/W3200148315","https://openalex.org/W3217791315","https://openalex.org/W4206334468","https://openalex.org/W4231101807","https://openalex.org/W4393432771"],"related_works":["https://openalex.org/W4251329182","https://openalex.org/W1599110641","https://openalex.org/W1575740715","https://openalex.org/W1549403601","https://openalex.org/W2497510784","https://openalex.org/W2078352417","https://openalex.org/W4200403046","https://openalex.org/W4252183363","https://openalex.org/W2787177576","https://openalex.org/W2418053903"],"abstract_inverted_index":{"Recommender":[0],"systems":[1,6,23],"(RSs)":[2],"are":[3],"complex":[4],"software":[5],"that":[7],"come":[8],"in":[9,11],"handy":[10],"many":[12],"application":[13],"domains.":[14],"Being":[15],"built":[16],"on":[17],"top":[18],"of":[19,28],"various":[20],"components,":[21],"these":[22],"can":[24],"ease":[25],"the":[26,35,48,55,67],"curse":[27],"information":[29],"overload,":[30],"enabling":[31],"developers":[32],"to":[33,53,65,69],"approach":[34],"most":[36],"relevant":[37],"artifacts":[38],"while":[39],"coding.":[40],"Nevertheless,":[41],"existing":[42],"approaches":[43],"resemble":[44],"black-box":[45],"systems,":[46],"where":[47],"end-user":[49],"is":[50],"not":[51],"allowed":[52],"customize":[54],"overall":[56],"process.":[57],"This":[58],"poses":[59],"difficulties":[60],"for":[61],"those":[62],"who":[63],"want":[64],"tailor":[66],"design":[68],"meet":[70],"their":[71],"requirements":[72],"when":[73],"implementing":[74],"and":[75],"evaluating":[76],"a":[77],"recommender":[78],"system.":[79]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
