{"id":"https://openalex.org/W2775802165","doi":"https://doi.org/10.1080/17517575.2017.1293301","title":"A proposed configurable approach for recommendation systems via data mining techniques","display_name":"A proposed configurable approach for recommendation systems via data mining techniques","publication_year":2017,"publication_date":"2017-03-07","ids":{"openalex":"https://openalex.org/W2775802165","doi":"https://doi.org/10.1080/17517575.2017.1293301","mag":"2775802165"},"language":"en","primary_location":{"id":"doi:10.1080/17517575.2017.1293301","is_oa":false,"landing_page_url":"https://doi.org/10.1080/17517575.2017.1293301","pdf_url":null,"source":{"id":"https://openalex.org/S24861202","display_name":"Enterprise Information Systems","issn_l":"1751-7575","issn":["1751-7575","1751-7583"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Enterprise Information Systems","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/A5055222251","display_name":"Ayman E. Khedr","orcid":"https://orcid.org/0000-0001-5065-0202"},"institutions":[{"id":"https://openalex.org/I84058292","display_name":"Helwan University","ror":"https://ror.org/00h55v928","country_code":"EG","type":"education","lineage":["https://openalex.org/I84058292"]}],"countries":["EG"],"is_corresponding":true,"raw_author_name":"Ayman E. Khedr","raw_affiliation_strings":["Department of Information Systems, Faculty of Computers and Information, Helwan University, Cairo, Egypt"],"affiliations":[{"raw_affiliation_string":"Department of Information Systems, Faculty of Computers and Information, Helwan University, Cairo, Egypt","institution_ids":["https://openalex.org/I84058292"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057655004","display_name":"Amira M. Idrees","orcid":"https://orcid.org/0000-0001-6387-642X"},"institutions":[{"id":"https://openalex.org/I66513531","display_name":"Fayoum University","ror":"https://ror.org/023gzwx10","country_code":"EG","type":"education","lineage":["https://openalex.org/I66513531"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Amira M. Idrees","raw_affiliation_strings":["Department of Information Systems, Faculty of Computers and Information, Fayoum University, Fayoum, Egypt"],"affiliations":[{"raw_affiliation_string":"Department of Information Systems, Faculty of Computers and Information, Fayoum University, Fayoum, Egypt","institution_ids":["https://openalex.org/I66513531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043273058","display_name":"Abd El-Fatah Hegazy","orcid":null},"institutions":[{"id":"https://openalex.org/I59272784","display_name":"Arab Academy for Science, Technology, and Maritime Transport","ror":"https://ror.org/0004vyj87","country_code":"EG","type":"education","lineage":["https://openalex.org/I59272784"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Abd El-Fatah Hegazy","raw_affiliation_strings":["College of Computing and Information Technology, AASTMT, Cairo, Egypt"],"affiliations":[{"raw_affiliation_string":"College of Computing and Information Technology, AASTMT, Cairo, Egypt","institution_ids":["https://openalex.org/I59272784"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060626592","display_name":"Samir El-Shewy","orcid":null},"institutions":[{"id":"https://openalex.org/I890898191","display_name":"Modern Academy","ror":"https://ror.org/02exeb428","country_code":"EG","type":"education","lineage":["https://openalex.org/I890898191"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Samir El-Shewy","raw_affiliation_strings":["Department of Management Information Systems, Modern Academy, Cairo, Egypt"],"affiliations":[{"raw_affiliation_string":"Department of Management Information Systems, Modern Academy, Cairo, Egypt","institution_ids":["https://openalex.org/I890898191"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5055222251"],"corresponding_institution_ids":["https://openalex.org/I84058292"],"apc_list":null,"apc_paid":null,"fwci":7.2544,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.97249653,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"12","issue":"2","first_page":"196","last_page":"217"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9968000054359436,"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":0.9968000054359436,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9933000206947327,"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":0.9927999973297119,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/weighting","display_name":"Weighting","score":0.7943140864372253},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7592391967773438},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.7446215152740479},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6094290614128113},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5688757300376892},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.5461711287498474},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08096018433570862}],"concepts":[{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.7943140864372253},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7592391967773438},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.7446215152740479},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6094290614128113},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5688757300376892},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.5461711287498474},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08096018433570862},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/17517575.2017.1293301","is_oa":false,"landing_page_url":"https://doi.org/10.1080/17517575.2017.1293301","pdf_url":null,"source":{"id":"https://openalex.org/S24861202","display_name":"Enterprise Information Systems","issn_l":"1751-7575","issn":["1751-7575","1751-7583"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Enterprise Information Systems","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":31,"referenced_works":["https://openalex.org/W140973787","https://openalex.org/W1530121710","https://openalex.org/W1558581707","https://openalex.org/W1565818272","https://openalex.org/W1570184525","https://openalex.org/W1573343014","https://openalex.org/W1941940776","https://openalex.org/W1977517101","https://openalex.org/W2000955838","https://openalex.org/W2003445122","https://openalex.org/W2022575446","https://openalex.org/W2026091747","https://openalex.org/W2027908780","https://openalex.org/W2034486302","https://openalex.org/W2038808545","https://openalex.org/W2042281163","https://openalex.org/W2085509279","https://openalex.org/W2087906029","https://openalex.org/W2131634465","https://openalex.org/W2140390894","https://openalex.org/W2147859400","https://openalex.org/W2161160262","https://openalex.org/W2162111811","https://openalex.org/W2167657841","https://openalex.org/W2170205196","https://openalex.org/W2256891353","https://openalex.org/W2327586036","https://openalex.org/W2332282745","https://openalex.org/W2512272949","https://openalex.org/W2547631589","https://openalex.org/W4239744947"],"related_works":["https://openalex.org/W2180954594","https://openalex.org/W2052835778","https://openalex.org/W2049003611","https://openalex.org/W2127804977","https://openalex.org/W2108418243","https://openalex.org/W164103134","https://openalex.org/W2787352659","https://openalex.org/W1970611213","https://openalex.org/W2283145973","https://openalex.org/W3159661535"],"abstract_inverted_index":{"This":[0],"study":[1],"presents":[2],"a":[3,33,49],"configurable":[4,74],"approach":[5,75,88],"for":[6,14,31,52],"recommendations":[7,93],"which":[8],"determines":[9],"the":[10,19,24,28,37,42,60,64,69,87],"suitable":[11,29,43,65],"recommendation":[12],"method":[13,25],"each":[15,53],"field":[16],"based":[17,55],"on":[18,56,59,79],"characteristics":[20],"of":[21,36],"its":[22,57],"data,":[23],"includes":[26],"determining":[27],"technique":[30],"selecting":[32,41,63],"representative":[34],"sample":[35],"provided":[38],"data.":[39],"Then":[40],"feature":[44,54],"weighting":[45],"measure":[46],"to":[47,67,91],"provide":[48,68,92],"correct":[50],"weight":[51],"effect":[58],"recommendations.":[61,71],"Finally,":[62],"algorithm":[66],"required":[70],"The":[72,82],"proposed":[73],"could":[76],"be":[77],"applied":[78],"different":[80],"domains.":[81],"experiments":[83],"have":[84],"revealed":[85],"that":[86],"is":[89],"able":[90],"with":[94],"only":[95],"0.89":[96],"error":[97],"rate":[98],"percentage.":[99]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":9}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}