{"id":"https://openalex.org/W1561517109","doi":"https://doi.org/10.1023/a:1009839827683","title":"Expert-Driven Validation of Rule-Based User Models in Personalization Applications","display_name":"Expert-Driven Validation of Rule-Based User Models in Personalization Applications","publication_year":2001,"publication_date":"2001-01-01","ids":{"openalex":"https://openalex.org/W1561517109","doi":"https://doi.org/10.1023/a:1009839827683","mag":"1561517109"},"language":"en","primary_location":{"id":"doi:10.1023/a:1009839827683","is_oa":false,"landing_page_url":"https://doi.org/10.1023/a:1009839827683","pdf_url":null,"source":{"id":"https://openalex.org/S121920818","display_name":"Data Mining and Knowledge Discovery","issn_l":"1384-5810","issn":["1384-5810","1573-756X"],"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":"Data Mining and Knowledge Discovery","raw_type":"journal-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/A5056123613","display_name":"Gediminas Adomavi\u010dius","orcid":"https://orcid.org/0000-0001-5251-5098"},"institutions":[{"id":"https://openalex.org/I36672615","display_name":"Courant Institute of Mathematical Sciences","ror":"https://ror.org/037tm7f56","country_code":"US","type":"education","lineage":["https://openalex.org/I36672615","https://openalex.org/I57206974"]},{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gediminas Adomavicius","raw_affiliation_strings":["Computer Science Department, Courant Institute of Mathematical Sciences, New York University, 251 Mercer Street, New York, NY, 10012, USA","Computer Science Department, Courant Institute of Mathematical Sciences, New York University, 251 Mercer Street, New York, NY 10012, USA.  adomavic@cs.nyu.edu"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, Courant Institute of Mathematical Sciences, New York University, 251 Mercer Street, New York, NY, 10012, USA","institution_ids":["https://openalex.org/I36672615","https://openalex.org/I57206974"]},{"raw_affiliation_string":"Computer Science Department, Courant Institute of Mathematical Sciences, New York University, 251 Mercer Street, New York, NY 10012, USA.  adomavic@cs.nyu.edu","institution_ids":["https://openalex.org/I36672615","https://openalex.org/I57206974"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016384155","display_name":"Alexander Tuzhilin","orcid":"https://orcid.org/0000-0003-3354-8462"},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alexander Tuzhilin","raw_affiliation_strings":["Information Systems Department, Stern School of Business, New York University, 44 West 4th Street, Room 9-78, New York, NY, 10012, USA","Information Systems Department, Stern School of Business, New York University, 44 West 4th Street, Room 9-78, New York, NY 10012, USA.  atuzhili@stern.nyu.edu"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Systems Department, Stern School of Business, New York University, 44 West 4th Street, Room 9-78, New York, NY, 10012, USA","institution_ids":["https://openalex.org/I57206974"]},{"raw_affiliation_string":"Information Systems Department, Stern School of Business, New York University, 44 West 4th Street, Room 9-78, New York, NY 10012, USA.  atuzhili@stern.nyu.edu","institution_ids":["https://openalex.org/I57206974"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":30.3926,"has_fulltext":false,"cited_by_count":154,"citation_normalized_percentile":{"value":0.99414916,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"5","issue":"1-2","first_page":"33","last_page":"58"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9994999766349792,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9994999766349792,"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/T11106","display_name":"Data Management and Algorithms","score":0.9926000237464905,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9817000031471252,"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":0.7981712818145752},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5661982297897339},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5123347043991089},{"id":"https://openalex.org/keywords/spurious-relationship","display_name":"Spurious relationship","score":0.49535953998565674},{"id":"https://openalex.org/keywords/expert-system","display_name":"Expert system","score":0.46427103877067566},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3254983425140381},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.27604055404663086},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2674408555030823},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.09003376960754395}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7981712818145752},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5661982297897339},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5123347043991089},{"id":"https://openalex.org/C97256817","wikidata":"https://www.wikidata.org/wiki/Q1462316","display_name":"Spurious relationship","level":2,"score":0.49535953998565674},{"id":"https://openalex.org/C58328972","wikidata":"https://www.wikidata.org/wiki/Q184609","display_name":"Expert system","level":2,"score":0.46427103877067566},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3254983425140381},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27604055404663086},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2674408555030823},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.09003376960754395}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1023/a:1009839827683","is_oa":false,"landing_page_url":"https://doi.org/10.1023/a:1009839827683","pdf_url":null,"source":{"id":"https://openalex.org/S121920818","display_name":"Data Mining and Knowledge Discovery","issn_l":"1384-5810","issn":["1384-5810","1573-756X"],"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":"Data Mining and Knowledge Discovery","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":74,"referenced_works":["https://openalex.org/W8020788","https://openalex.org/W28210162","https://openalex.org/W60304117","https://openalex.org/W149561915","https://openalex.org/W157477790","https://openalex.org/W177673715","https://openalex.org/W1488315716","https://openalex.org/W1491569600","https://openalex.org/W1495565561","https://openalex.org/W1504694836","https://openalex.org/W1515560342","https://openalex.org/W1517113043","https://openalex.org/W1520890006","https://openalex.org/W1523293200","https://openalex.org/W1524454721","https://openalex.org/W1531508514","https://openalex.org/W1531957620","https://openalex.org/W1538285186","https://openalex.org/W1540214124","https://openalex.org/W1553696291","https://openalex.org/W1555689524","https://openalex.org/W1571035772","https://openalex.org/W1573373104","https://openalex.org/W1589432278","https://openalex.org/W1594031697","https://openalex.org/W1673774254","https://openalex.org/W1741435398","https://openalex.org/W1823692244","https://openalex.org/W1917795079","https://openalex.org/W1978387271","https://openalex.org/W1986333913","https://openalex.org/W2034986333","https://openalex.org/W2037965136","https://openalex.org/W2044786378","https://openalex.org/W2045816045","https://openalex.org/W2054183130","https://openalex.org/W2063957916","https://openalex.org/W2081456048","https://openalex.org/W2088502154","https://openalex.org/W2097800052","https://openalex.org/W2109272824","https://openalex.org/W2114624736","https://openalex.org/W2122766005","https://openalex.org/W2125055259","https://openalex.org/W2126400629","https://openalex.org/W2132280281","https://openalex.org/W2136003390","https://openalex.org/W2136663836","https://openalex.org/W2138420488","https://openalex.org/W2146935111","https://openalex.org/W2156754096","https://openalex.org/W2166559705","https://openalex.org/W2168796272","https://openalex.org/W2172186225","https://openalex.org/W2341865734","https://openalex.org/W3085162807","https://openalex.org/W3124500396","https://openalex.org/W3124607078","https://openalex.org/W4246664281","https://openalex.org/W4253336088","https://openalex.org/W4285719527","https://openalex.org/W6600335895","https://openalex.org/W6601232705","https://openalex.org/W6606298195","https://openalex.org/W6629268396","https://openalex.org/W6631025736","https://openalex.org/W6631217308","https://openalex.org/W6632147796","https://openalex.org/W6633402183","https://openalex.org/W6634240660","https://openalex.org/W6664041082","https://openalex.org/W6679631227","https://openalex.org/W6684627676","https://openalex.org/W6843735874"],"related_works":["https://openalex.org/W3113091479","https://openalex.org/W941090075","https://openalex.org/W2162899405","https://openalex.org/W2044987316","https://openalex.org/W2237480245","https://openalex.org/W3134374554","https://openalex.org/W2519167559","https://openalex.org/W2075065631","https://openalex.org/W4288358396","https://openalex.org/W4311248832"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":6},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":8},{"year":2012,"cited_by_count":15}],"updated_date":"2026-06-19T17:40:00.097472","created_date":"2016-06-24T00:00:00"}