{"id":"https://openalex.org/W1845946070","doi":"https://doi.org/10.4018/ijfsa.2015100103","title":"Movie Recommendation System Based on Fuzzy Inference System and Adaptive Neuro Fuzzy Inference System","display_name":"Movie Recommendation System Based on Fuzzy Inference System and Adaptive Neuro Fuzzy Inference System","publication_year":2015,"publication_date":"2015-07-07","ids":{"openalex":"https://openalex.org/W1845946070","doi":"https://doi.org/10.4018/ijfsa.2015100103","mag":"1845946070"},"language":"en","primary_location":{"id":"doi:10.4018/ijfsa.2015100103","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijfsa.2015100103","pdf_url":null,"source":{"id":"https://openalex.org/S4210179311","display_name":"International Journal of Fuzzy System Applications","issn_l":"2156-1761","issn":["2156-1761","2156-177X"],"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 Fuzzy System Applications","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/A5019723867","display_name":"Md Mahfuzur Rahman Siddiquee","orcid":"https://orcid.org/0000-0001-7145-215X"},"institutions":[{"id":"https://openalex.org/I157386601","display_name":"North South University","ror":"https://ror.org/05wdbfp45","country_code":"BD","type":"education","lineage":["https://openalex.org/I157386601"]}],"countries":["BD"],"is_corresponding":true,"raw_author_name":"Mahfuzur Rahman Siddiquee","raw_affiliation_strings":["Electrical and Computer Engineering Department, North South University, Dhaka, Bangladesh","[Electrical and Computer Engineering Department, North South University, Dhaka, Bangladesh]"],"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, North South University, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I157386601"]},{"raw_affiliation_string":"[Electrical and Computer Engineering Department, North South University, Dhaka, Bangladesh]","institution_ids":["https://openalex.org/I157386601"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089897100","display_name":"Naimul Haider","orcid":null},"institutions":[{"id":"https://openalex.org/I157386601","display_name":"North South University","ror":"https://ror.org/05wdbfp45","country_code":"BD","type":"education","lineage":["https://openalex.org/I157386601"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Naimul Haider","raw_affiliation_strings":["Electrical and Computer Engineering Department, North South University, Dhaka, Bangladesh","[Electrical and Computer Engineering Department, North South University, Dhaka, Bangladesh]"],"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, North South University, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I157386601"]},{"raw_affiliation_string":"[Electrical and Computer Engineering Department, North South University, Dhaka, Bangladesh]","institution_ids":["https://openalex.org/I157386601"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071303493","display_name":"Rashedur M. Rahman","orcid":"https://orcid.org/0000-0002-4514-6279"},"institutions":[{"id":"https://openalex.org/I157386601","display_name":"North South University","ror":"https://ror.org/05wdbfp45","country_code":"BD","type":"education","lineage":["https://openalex.org/I157386601"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Rashedur M. Rahman","raw_affiliation_strings":["Electrical and Computer Engineering Department, North South University, Dhaka, Bangladesh","[Electrical and Computer Engineering Department, North South University, Dhaka, Bangladesh]"],"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, North South University, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I157386601"]},{"raw_affiliation_string":"[Electrical and Computer Engineering Department, North South University, Dhaka, Bangladesh]","institution_ids":["https://openalex.org/I157386601"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5019723867"],"corresponding_institution_ids":["https://openalex.org/I157386601"],"apc_list":null,"apc_paid":null,"fwci":0.7946,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.80147167,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"4","issue":"4","first_page":"31","last_page":"69"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.996399998664856,"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":0.996399998664856,"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/T11439","display_name":"Video Analysis and Summarization","score":0.9945999979972839,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9882000088691711,"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/adaptive-neuro-fuzzy-inference-system","display_name":"Adaptive neuro fuzzy inference system","score":0.8673180341720581},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.7243623733520508},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6368104815483093},{"id":"https://openalex.org/keywords/euclidean-distance","display_name":"Euclidean distance","score":0.6319093704223633},{"id":"https://openalex.org/keywords/fuzzy-inference-system","display_name":"Fuzzy inference system","score":0.6281343698501587},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5880964994430542},{"id":"https://openalex.org/keywords/cosine-similarity","display_name":"Cosine similarity","score":0.5483603477478027},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.539158821105957},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.5314565896987915},{"id":"https://openalex.org/keywords/pearson-product-moment-correlation-coefficient","display_name":"Pearson product-moment correlation coefficient","score":0.5265912413597107},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.46153032779693604},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4571920931339264},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.45233818888664246},{"id":"https://openalex.org/keywords/adaptive-hypermedia","display_name":"Adaptive hypermedia","score":0.44909390807151794},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.4382503032684326},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.40202248096466064},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.400110125541687},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.395975798368454},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.26308101415634155},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.20407891273498535},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1809018850326538},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.15662512183189392},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08776858448982239},{"id":"https://openalex.org/keywords/hypermedia","display_name":"Hypermedia","score":0.06604674458503723},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.06418073177337646}],"concepts":[{"id":"https://openalex.org/C186108316","wikidata":"https://www.wikidata.org/wiki/Q352530","display_name":"Adaptive neuro fuzzy inference system","level":4,"score":0.8673180341720581},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.7243623733520508},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6368104815483093},{"id":"https://openalex.org/C120174047","wikidata":"https://www.wikidata.org/wiki/Q847073","display_name":"Euclidean distance","level":2,"score":0.6319093704223633},{"id":"https://openalex.org/C2987376176","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy inference system","level":5,"score":0.6281343698501587},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5880964994430542},{"id":"https://openalex.org/C2780762811","wikidata":"https://www.wikidata.org/wiki/Q1784941","display_name":"Cosine similarity","level":3,"score":0.5483603477478027},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.539158821105957},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.5314565896987915},{"id":"https://openalex.org/C55078378","wikidata":"https://www.wikidata.org/wiki/Q1136628","display_name":"Pearson product-moment correlation coefficient","level":2,"score":0.5265912413597107},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.46153032779693604},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4571920931339264},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.45233818888664246},{"id":"https://openalex.org/C2780020885","wikidata":"https://www.wikidata.org/wiki/Q352444","display_name":"Adaptive hypermedia","level":3,"score":0.44909390807151794},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.4382503032684326},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.40202248096466064},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.400110125541687},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.395975798368454},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.26308101415634155},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.20407891273498535},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1809018850326538},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.15662512183189392},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08776858448982239},{"id":"https://openalex.org/C2780126544","wikidata":"https://www.wikidata.org/wiki/Q837900","display_name":"Hypermedia","level":2,"score":0.06604674458503723},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.06418073177337646},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4018/ijfsa.2015100103","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijfsa.2015100103","pdf_url":null,"source":{"id":"https://openalex.org/S4210179311","display_name":"International Journal of Fuzzy System Applications","issn_l":"2156-1761","issn":["2156-1761","2156-177X"],"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 Fuzzy System Applications","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jfsa00:v:4:y:2015:i:4:p:31-69","is_oa":false,"landing_page_url":"https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/IJFSA.2015100103","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":[{"display_name":"Peace, Justice and strong institutions","score":0.8100000023841858,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W290370860","https://openalex.org/W1966553486","https://openalex.org/W2030144199","https://openalex.org/W2042281163","https://openalex.org/W2063853578","https://openalex.org/W2110325612","https://openalex.org/W2124591829","https://openalex.org/W2341865734"],"related_works":["https://openalex.org/W2236358107","https://openalex.org/W4294567033","https://openalex.org/W2010199950","https://openalex.org/W2612969269","https://openalex.org/W2020422879","https://openalex.org/W2909244363","https://openalex.org/W3153713962","https://openalex.org/W3095261004","https://openalex.org/W2480028963","https://openalex.org/W2612202022"],"abstract_inverted_index":{"One":[0],"of":[1,15,26,37,70,131],"most":[2,130],"prominent":[3],"features":[4],"that":[5,125],"social":[6],"networks":[7],"or":[8],"e-commerce":[9],"sites":[10],"now":[11],"provide":[12],"is":[13,21,28,138],"recommendation":[14,19,36],"items.":[16],"However,":[17],"the":[18,33,65,75,132],"task":[20],"challenging":[22],"as":[23],"high":[24],"degree":[25],"accuracy":[27],"required.":[29],"This":[30],"paper":[31],"analyzes":[32],"improvement":[34],"in":[35,101,129],"movies":[38,72],"using":[39],"Fuzzy":[40,47],"Inference":[41,48],"System":[42,49],"(FIS)":[43],"and":[44,64,90,96,114],"Adaptive":[45],"Neuro":[46],"(ANFIS).":[50],"Two":[51],"similarity":[52,78,141],"measures":[53],"have":[54,106],"been":[55,107,120],"used:":[56],"one":[57],"by":[58,67,74],"taking":[59],"account":[60],"similar":[61,71],"users'":[62],"choice":[63],"other":[66],"matching":[68],"genres":[69],"rated":[73],"user.":[76],"For":[77],"calculation,":[79],"four":[80],"different":[81],"techniques,":[82],"namely":[83],"Euclidean":[84],"Distance,":[85,87],"Manhattan":[86],"Pearson":[88,135],"Coefficient":[89],"Cosine":[91],"Similarity":[92],"are":[93,99],"used.":[94],"FIS":[95,128],"ANFIS":[97,126],"system":[98],"used":[100,139],"decision":[102],"making.":[103],"The":[104],"experiments":[105],"carried":[108],"out":[109],"on":[110],"Movie":[111],"Lens":[112],"dataset":[113],"a":[115],"comparative":[116],"performance":[117],"analysis":[118],"has":[119],"reported.":[121],"Experimental":[122],"results":[123],"demonstrate":[124],"outperforms":[127],"cases":[133],"when":[134],"Correlation":[136],"metric":[137],"for":[140],"calculation.":[142]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
