{"id":"https://openalex.org/W3122949683","doi":"https://doi.org/10.4018/ijssmet.2021030102","title":"A Prospect on an Intelligent Recommender System","display_name":"A Prospect on an Intelligent Recommender System","publication_year":2021,"publication_date":"2021-01-18","ids":{"openalex":"https://openalex.org/W3122949683","doi":"https://doi.org/10.4018/ijssmet.2021030102","mag":"3122949683"},"language":"en","primary_location":{"id":"doi:10.4018/ijssmet.2021030102","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijssmet.2021030102","pdf_url":null,"source":{"id":"https://openalex.org/S149715497","display_name":"International Journal of Service Science Management Engineering and Technology","issn_l":"1947-959X","issn":["1947-959X","1947-9603"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Service Science, Management, Engineering, and Technology","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/A5108050947","display_name":"Pooja Pooja","orcid":null},"institutions":[{"id":"https://openalex.org/I4387154809","display_name":"ABES Engineering College","ror":"https://ror.org/04hp0cf98","country_code":null,"type":"education","lineage":["https://openalex.org/I4387154809"]},{"id":"https://openalex.org/I105454292","display_name":"Guru Gobind Singh Indraprastha University","ror":"https://ror.org/034q1za58","country_code":"IN","type":"education","lineage":["https://openalex.org/I105454292"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Pooja","raw_affiliation_strings":["AIACTR, GGSIPU, Delhi, India & ABES Engineering College, Ghaziabad, India"],"affiliations":[{"raw_affiliation_string":"AIACTR, GGSIPU, Delhi, India & ABES Engineering College, Ghaziabad, India","institution_ids":["https://openalex.org/I105454292","https://openalex.org/I4387154809"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075349449","display_name":"Vishal Bhatnagar","orcid":"https://orcid.org/0000-0002-2681-0103"},"institutions":[{"id":"https://openalex.org/I105454292","display_name":"Guru Gobind Singh Indraprastha University","ror":"https://ror.org/034q1za58","country_code":"IN","type":"education","lineage":["https://openalex.org/I105454292"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vishal Bhatnagar","raw_affiliation_strings":["AIACTR, GGSIPU, Delhi, India"],"affiliations":[{"raw_affiliation_string":"AIACTR, GGSIPU, Delhi, India","institution_ids":["https://openalex.org/I105454292"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5108050947"],"corresponding_institution_ids":["https://openalex.org/I105454292","https://openalex.org/I4387154809"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.01043444,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"12","issue":"2","first_page":"25","last_page":"43"},"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9828000068664551,"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":0.9812999963760376,"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":0.9219110012054443},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.8030809164047241},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.730945348739624},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6134495735168457},{"id":"https://openalex.org/keywords/prosperity","display_name":"Prosperity","score":0.5618827939033508},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.5176858901977539},{"id":"https://openalex.org/keywords/user-satisfaction","display_name":"User satisfaction","score":0.47158730030059814},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3241867423057556},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.31727319955825806},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3159008324146271},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.2006121277809143}],"concepts":[{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.9219110012054443},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.8030809164047241},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.730945348739624},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6134495735168457},{"id":"https://openalex.org/C2776554220","wikidata":"https://www.wikidata.org/wiki/Q1760011","display_name":"Prosperity","level":2,"score":0.5618827939033508},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.5176858901977539},{"id":"https://openalex.org/C3017893058","wikidata":"https://www.wikidata.org/wiki/Q999278","display_name":"User satisfaction","level":2,"score":0.47158730030059814},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3241867423057556},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.31727319955825806},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3159008324146271},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.2006121277809143},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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":2,"locations":[{"id":"doi:10.4018/ijssmet.2021030102","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijssmet.2021030102","pdf_url":null,"source":{"id":"https://openalex.org/S149715497","display_name":"International Journal of Service Science Management Engineering and Technology","issn_l":"1947-959X","issn":["1947-959X","1947-9603"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Service Science, Management, Engineering, and Technology","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jssmet:v:12:y:2021:i:2:p:25-43","is_oa":false,"landing_page_url":"https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/IJSSMET.2021030102","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.6200000047683716,"display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":63,"referenced_works":["https://openalex.org/W1015675232","https://openalex.org/W1973763660","https://openalex.org/W1977627971","https://openalex.org/W1978044639","https://openalex.org/W1993703993","https://openalex.org/W1996605223","https://openalex.org/W1997991456","https://openalex.org/W2017254898","https://openalex.org/W2024695185","https://openalex.org/W2025605741","https://openalex.org/W2030808931","https://openalex.org/W2048150867","https://openalex.org/W2058592696","https://openalex.org/W2065877818","https://openalex.org/W2075638523","https://openalex.org/W2081332171","https://openalex.org/W2101187153","https://openalex.org/W2115984558","https://openalex.org/W2122273125","https://openalex.org/W2147859400","https://openalex.org/W2148398661","https://openalex.org/W2148968814","https://openalex.org/W2153930289","https://openalex.org/W2163406942","https://openalex.org/W2164716162","https://openalex.org/W2171960770","https://openalex.org/W2253527381","https://openalex.org/W2273087088","https://openalex.org/W2290123344","https://openalex.org/W2295594781","https://openalex.org/W2315411854","https://openalex.org/W2316962349","https://openalex.org/W2336148876","https://openalex.org/W2336764265","https://openalex.org/W2371179227","https://openalex.org/W2407735271","https://openalex.org/W2490229732","https://openalex.org/W2507983062","https://openalex.org/W2533696134","https://openalex.org/W2574920636","https://openalex.org/W2584339594","https://openalex.org/W2584813144","https://openalex.org/W2596861151","https://openalex.org/W2604177827","https://openalex.org/W2619537126","https://openalex.org/W2626112854","https://openalex.org/W2735211162","https://openalex.org/W2739273093","https://openalex.org/W2745130368","https://openalex.org/W2755677357","https://openalex.org/W2767483440","https://openalex.org/W2780820806","https://openalex.org/W2791629709","https://openalex.org/W2795485080","https://openalex.org/W2885422931","https://openalex.org/W2895797063","https://openalex.org/W2901136080","https://openalex.org/W2939250612","https://openalex.org/W2944109956","https://openalex.org/W2945151502","https://openalex.org/W2974025129","https://openalex.org/W2981941191","https://openalex.org/W3122507327"],"related_works":["https://openalex.org/W2364724682","https://openalex.org/W3189241911","https://openalex.org/W3144844674","https://openalex.org/W2372773672","https://openalex.org/W2514561108","https://openalex.org/W2348361849","https://openalex.org/W2372081361","https://openalex.org/W2373224681","https://openalex.org/W2351768204","https://openalex.org/W4226304833"],"abstract_inverted_index":{"User":[0],"satisfaction":[1],"is":[2,27],"the":[3,7,33,41,62,68,74,79,82,87,90,93],"principle":[4],"component":[5],"in":[6],"prosperity":[8],"of":[9,22,36,73,81,89,95],"a":[10,19,52],"recommender":[11],"system":[12,26,30,76],"to":[13,39],"provide":[14],"an":[15,28,96],"exact":[16],"recommendation":[17,25,47,69,75],"within":[18],"rational":[20],"amount":[21],"time.":[23],"The":[24,71],"intelligent":[29,97],"that":[31],"analyzes":[32],"large":[34],"quantity":[35],"online":[37],"data":[38],"predict":[40],"patterns.":[42],"In":[43],"this":[44],"paper,":[45],"various":[46],"techniques":[48],"are":[49,58],"described":[50],"as":[51],"literature":[53],"survey":[54],"and":[55,64,85],"their":[56],"classifications":[57],"explained":[59],"based":[60],"upon":[61],"attributes":[63],"characteristics":[65],"required":[66],"for":[67,92],"process.":[70],"categorization":[72],"hinge":[77],"on":[78],"analysis":[80],"research":[83],"papers":[84],"identifies":[86],"areas":[88],"future":[91],"development":[94],"system.":[98]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
