{"id":"https://openalex.org/W2808968664","doi":"https://doi.org/10.1145/3183440.3195082","title":"Toward the development of richer properties for recommender systems","display_name":"Toward the development of richer properties for recommender systems","publication_year":2018,"publication_date":"2018-05-27","ids":{"openalex":"https://openalex.org/W2808968664","doi":"https://doi.org/10.1145/3183440.3195082","mag":"2808968664"},"language":"en","primary_location":{"id":"doi:10.1145/3183440.3195082","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3183440.3195082","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3183440.3195082","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 40th International Conference on Software Engineering: Companion Proceeedings","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3183440.3195082","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5077966714","display_name":"David Shriver","orcid":"https://orcid.org/0000-0003-0208-6517"},"institutions":[{"id":"https://openalex.org/I114395901","display_name":"University of Nebraska\u2013Lincoln","ror":"https://ror.org/043mer456","country_code":"US","type":"education","lineage":["https://openalex.org/I114395901"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"David Shriver","raw_affiliation_strings":["University of Nebraska-Lincoln"],"affiliations":[{"raw_affiliation_string":"University of Nebraska-Lincoln","institution_ids":["https://openalex.org/I114395901"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5077966714"],"corresponding_institution_ids":["https://openalex.org/I114395901"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.06972448,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"173","last_page":"174"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9811999797821045,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.8538419604301453},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.728675127029419},{"id":"https://openalex.org/keywords/development","display_name":"Development (topology)","score":0.4375481903553009},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.23471608757972717},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.06813037395477295}],"concepts":[{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.8538419604301453},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.728675127029419},{"id":"https://openalex.org/C2776542497","wikidata":"https://www.wikidata.org/wiki/Q5266672","display_name":"Development (topology)","level":2,"score":0.4375481903553009},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.23471608757972717},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06813037395477295},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3183440.3195082","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3183440.3195082","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3183440.3195082","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 40th International Conference on Software Engineering: Companion Proceeedings","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3183440.3195082","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3183440.3195082","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3183440.3195082","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 40th International Conference on Software Engineering: Companion Proceeedings","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G187615825","display_name":null,"funder_award_id":"1526652","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G848032724","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2808968664.pdf","grobid_xml":"https://content.openalex.org/works/W2808968664.grobid-xml"},"referenced_works_count":10,"referenced_works":["https://openalex.org/W1971040550","https://openalex.org/W2042281163","https://openalex.org/W2085937320","https://openalex.org/W2108630796","https://openalex.org/W2111094216","https://openalex.org/W2161676175","https://openalex.org/W2219888463","https://openalex.org/W2341865734","https://openalex.org/W2962917313","https://openalex.org/W4232980324"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W4390273403","https://openalex.org/W4386781444","https://openalex.org/W4246980185","https://openalex.org/W2150182025","https://openalex.org/W3092950680","https://openalex.org/W3197542405","https://openalex.org/W3125580266","https://openalex.org/W44246808","https://openalex.org/W4317039510"],"abstract_inverted_index":{"The":[0],"performance":[1],"of":[2,24,48,53,66,73,88],"recommender":[3,67],"systems":[4,68],"is":[5],"commonly":[6],"characterized":[7],"by":[8,80],"metrics":[9,17],"such":[10],"as":[11,27],"precision":[12,102],"and":[13,32,38,51,90,92,103],"recall.":[14,104],"However,":[15],"these":[16],"can":[18],"only":[19],"provide":[20,42],"a":[21,43,54,64,71],"coarse":[22],"characterization":[23],"the":[25,49,86],"system,":[26],"they":[28],"offer":[29,98],"limited":[30],"intuition":[31],"insights":[33,100],"on":[34],"potential":[35],"system":[36],"anomalies,":[37],"may":[39],"fail":[40],"to":[41,62,85,101],"developer":[44],"with":[45],"an":[46],"understanding":[47],"strengths":[50],"weaknesses":[52],"recommendation":[55],"algorithm.":[56],"In":[57],"this":[58,78],"work,":[59],"we":[60,93],"start":[61],"describe":[63],"model":[65],"that":[69,83],"defines":[70],"space":[72,79],"properties.":[74],"We":[75],"begin":[76],"exploring":[77],"defining":[81],"templates":[82],"relate":[84],"properties":[87],"coverage":[89],"diversity,":[91],"demonstrate":[94],"how":[95],"instantiated":[96],"characteristics":[97],"complementary":[99]},"counts_by_year":[{"year":2022,"cited_by_count":2}],"updated_date":"2026-03-15T09:29:46.208133","created_date":"2025-10-10T00:00:00"}