{"id":"https://openalex.org/W2810996950","doi":"https://doi.org/10.1109/fskd.2017.8392994","title":"TV series recommendation using fuzzy inference system, K-Means clustering and adaptive neuro fuzzy inference system","display_name":"TV series recommendation using fuzzy inference system, K-Means clustering and adaptive neuro fuzzy inference system","publication_year":2017,"publication_date":"2017-07-01","ids":{"openalex":"https://openalex.org/W2810996950","doi":"https://doi.org/10.1109/fskd.2017.8392994","mag":"2810996950"},"language":"en","primary_location":{"id":"doi:10.1109/fskd.2017.8392994","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fskd.2017.8392994","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 13th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD)","raw_type":"proceedings-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/A5082476108","display_name":"Muyeed Ahmed","orcid":"https://orcid.org/0000-0002-4478-5044"},"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":"Muyeed Ahmed","raw_affiliation_strings":["Department of Electrical and Computer Engineering, North South University, Plot-15, Block-B, Bashundhara, Dhaka, Bangladesh","Department of Electrical and Computer Engineering, North South University, Dhaka, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, North South University, Plot-15, Block-B, Bashundhara, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I157386601"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, North South University, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I157386601"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056269833","display_name":"Anirudha Paul","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":"Anirudha Paul","raw_affiliation_strings":["Department of Electrical and Computer Engineering, North South University, Plot-15, Block-B, Bashundhara, Dhaka, Bangladesh","Department of Electrical and Computer Engineering, North South University, Dhaka, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, North South University, Plot-15, Block-B, Bashundhara, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I157386601"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, North South University, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I157386601"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031140154","display_name":"Mir Tahsin Imtiaz","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":"Mir Tahsin Imtiaz","raw_affiliation_strings":["Department of Electrical and Computer Engineering, North South University, Plot-15, Block-B, Bashundhara, Dhaka, Bangladesh","Department of Electrical and Computer Engineering, North South University, Dhaka, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, North South University, Plot-15, Block-B, Bashundhara, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I157386601"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, North South University, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I157386601"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028677225","display_name":"Md. Zahid Hassan","orcid":"https://orcid.org/0000-0001-7159-0990"},"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":"Md. Zahid Hassan","raw_affiliation_strings":["Department of Electrical and Computer Engineering, North South University, Plot-15, Block-B, Bashundhara, Dhaka, Bangladesh","Department of Electrical and Computer Engineering, North South University, Dhaka, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, North South University, Plot-15, Block-B, Bashundhara, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I157386601"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, North South University, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I157386601"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062464367","display_name":"Shawon Ashraf","orcid":"https://orcid.org/0000-0002-0799-2079"},"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":"Shawon Ashraf","raw_affiliation_strings":["Department of Electrical and Computer Engineering, North South University, Plot-15, Block-B, Bashundhara, Dhaka, Bangladesh","Department of Electrical and Computer Engineering, North South University, Dhaka, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, North South University, Plot-15, Block-B, Bashundhara, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I157386601"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, 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":["Department of Electrical and Computer Engineering, North South University, Plot-15, Block-B, Bashundhara, Dhaka, Bangladesh","Department of Electrical and Computer Engineering, North South University, Dhaka, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, North South University, Plot-15, Block-B, Bashundhara, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I157386601"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, North South University, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I157386601"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5082476108"],"corresponding_institution_ids":["https://openalex.org/I157386601"],"apc_list":null,"apc_paid":null,"fwci":0.9673,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.8475971,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1540","last_page":"1547"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9991000294685364,"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":0.9991000294685364,"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":0.9836999773979187,"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/T10609","display_name":"Digital Marketing and Social Media","score":0.977400004863739,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7880350947380066},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.7744961380958557},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.728680431842804},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6504473090171814},{"id":"https://openalex.org/keywords/fuzzy-inference-system","display_name":"Fuzzy inference system","score":0.6208885312080383},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.6188474893569946},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5903530716896057},{"id":"https://openalex.org/keywords/adaptive-neuro-fuzzy-inference-system","display_name":"Adaptive neuro fuzzy inference system","score":0.5454214215278625},{"id":"https://openalex.org/keywords/inference-system","display_name":"Inference system","score":0.526164710521698},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5040711164474487},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.47651875019073486},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.46405234932899475},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.45294564962387085},{"id":"https://openalex.org/keywords/fuzzy-inference","display_name":"Fuzzy inference","score":0.41523364186286926},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.36854642629623413},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.35023951530456543},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.06783527135848999}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7880350947380066},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.7744961380958557},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.728680431842804},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6504473090171814},{"id":"https://openalex.org/C2987376176","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy inference system","level":5,"score":0.6208885312080383},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.6188474893569946},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5903530716896057},{"id":"https://openalex.org/C186108316","wikidata":"https://www.wikidata.org/wiki/Q352530","display_name":"Adaptive neuro fuzzy inference system","level":4,"score":0.5454214215278625},{"id":"https://openalex.org/C2988105877","wikidata":"https://www.wikidata.org/wiki/Q1341685","display_name":"Inference system","level":5,"score":0.526164710521698},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5040711164474487},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.47651875019073486},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.46405234932899475},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.45294564962387085},{"id":"https://openalex.org/C2986395286","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy inference","level":5,"score":0.41523364186286926},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.36854642629623413},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.35023951530456543},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.06783527135848999},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fskd.2017.8392994","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fskd.2017.8392994","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 13th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1562919956","https://openalex.org/W1845946070","https://openalex.org/W2043537164","https://openalex.org/W2043814505","https://openalex.org/W2091107730","https://openalex.org/W2106581202","https://openalex.org/W2152377672","https://openalex.org/W2219888463","https://openalex.org/W2575614814"],"related_works":["https://openalex.org/W4319296131","https://openalex.org/W2181415496","https://openalex.org/W2389800468","https://openalex.org/W2889574165","https://openalex.org/W2741640651","https://openalex.org/W2392430664","https://openalex.org/W2350818295","https://openalex.org/W4400055111","https://openalex.org/W1848737848","https://openalex.org/W4322732584"],"abstract_inverted_index":{"Recommending":[0],"TV":[1,34,48,62,113],"Series":[2],"is":[3],"a":[4,33,44,92],"more":[5],"challenging":[6],"task":[7],"than":[8],"movie":[9,79],"recommendation.":[10],"Not":[11],"only":[12],"the":[13,17,20,28,52,58,61,65,72,76,86,105,109,115],"system":[14,70],"should":[15],"consider":[16],"taste":[18,90],"of":[19,39,46,56,60,67,75,88,111],"user,":[21],"it":[22],"has":[23],"to":[24,107],"take":[25],"into":[26,91],"account":[27],"time":[29],"commitment":[30],"factor":[31],"because":[32],"series":[35,49,63,114],"can":[36],"contain":[37],"thousands":[38],"episodes.":[40,68],"This":[41,69],"paper":[42],"proposes":[43],"way":[45],"recommending":[47],"by":[50],"analyzing":[51],"users'":[53],"genre":[54,59,73],"preferability":[55,74],"movies,":[57],"and":[64,96],"number":[66],"analyzes":[71],"user":[77,116],"from":[78],"data":[80],"using":[81,94],"Fuzzy":[82,100],"Inference":[83,102],"System,":[84],"puts":[85],"users":[87],"similar":[89],"cluster":[93,106],"K-Means":[95],"finally":[97],"applies":[98],"Adaptive":[99],"Neuro":[101],"System":[103],"in":[104,119],"predict":[108],"rating":[110],"that":[112],"might":[117],"give":[118],"real":[120],"life.":[121]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2018,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
