{"id":"https://openalex.org/W4388936985","doi":"https://doi.org/10.1109/icccnt56998.2023.10307697","title":"An Innovative Two-way Recommender System for Students and Teachers","display_name":"An Innovative Two-way Recommender System for Students and Teachers","publication_year":2023,"publication_date":"2023-07-06","ids":{"openalex":"https://openalex.org/W4388936985","doi":"https://doi.org/10.1109/icccnt56998.2023.10307697"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt56998.2023.10307697","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icccnt56998.2023.10307697","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT)","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/A5092063718","display_name":"Md. Apu Hosen","orcid":"https://orcid.org/0000-0003-1192-9133"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Md Apu Hosen","raw_affiliation_strings":["Jashore University of Science and Technology,Dept. of CSE,Jashore,Bangladesh,7408"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jashore University of Science and Technology,Dept. of CSE,Jashore,Bangladesh,7408","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092063717","display_name":"Shahadat Hoshen Moz","orcid":"https://orcid.org/0000-0002-3023-5703"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shahadat Hoshen Moz","raw_affiliation_strings":["Jashore University of Science and Technology,Dept. of CSE,Jashore,Bangladesh,7408"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jashore University of Science and Technology,Dept. of CSE,Jashore,Bangladesh,7408","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072723223","display_name":"Md. Nasim Adnan","orcid":"https://orcid.org/0000-0001-9210-2896"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Md. Nasim Adnan","raw_affiliation_strings":["Jashore University of Science and Technology,Dept. of CSE,Jashore,Bangladesh,7408"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jashore University of Science and Technology,Dept. of CSE,Jashore,Bangladesh,7408","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8627,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.80693429,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9988999962806702,"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":0.9988999962806702,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9837999939918518,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9742000102996826,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.9395323991775513},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8071516156196594},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7967249155044556},{"id":"https://openalex.org/keywords/collaborative-filtering","display_name":"Collaborative filtering","score":0.7339081764221191},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.5595596432685852},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5389125943183899},{"id":"https://openalex.org/keywords/k-nearest-neighbors-algorithm","display_name":"k-nearest neighbors algorithm","score":0.5076135396957397},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3879317045211792},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.36057326197624207},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2727726697921753}],"concepts":[{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.9395323991775513},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8071516156196594},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7967249155044556},{"id":"https://openalex.org/C21569690","wikidata":"https://www.wikidata.org/wiki/Q94702","display_name":"Collaborative filtering","level":3,"score":0.7339081764221191},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.5595596432685852},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5389125943183899},{"id":"https://openalex.org/C113238511","wikidata":"https://www.wikidata.org/wiki/Q1071612","display_name":"k-nearest neighbors algorithm","level":2,"score":0.5076135396957397},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3879317045211792},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36057326197624207},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2727726697921753},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt56998.2023.10307697","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icccnt56998.2023.10307697","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.44999998807907104,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1966553486","https://openalex.org/W1970692743","https://openalex.org/W1976063245","https://openalex.org/W2034138878","https://openalex.org/W2346912908","https://openalex.org/W2586601519","https://openalex.org/W2744320608","https://openalex.org/W2892461240","https://openalex.org/W3038609391","https://openalex.org/W3092103025","https://openalex.org/W3163229223","https://openalex.org/W3193171431","https://openalex.org/W4220997773","https://openalex.org/W4256060553","https://openalex.org/W4282027681","https://openalex.org/W4313444420","https://openalex.org/W4313558118"],"related_works":["https://openalex.org/W2772628444","https://openalex.org/W4220714703","https://openalex.org/W1484355083","https://openalex.org/W2098758514","https://openalex.org/W2735929803","https://openalex.org/W3008845055","https://openalex.org/W2170391450","https://openalex.org/W4376854386","https://openalex.org/W2508671622","https://openalex.org/W1497071005"],"abstract_inverted_index":{"A":[0],"recommender":[1,50,89],"system":[2,90],"utilizes":[3],"the":[4,14,37,87,93,101,117,129,137],"user's":[5],"preferences":[6],"or":[7],"past":[8],"behavior":[9],"as":[10],"criteria":[11],"to":[12,34,36],"filter":[13],"dataset":[15],"and":[16,26,136],"generate":[17],"predictions.":[18],"The":[19],"Innovative":[20],"Two-way":[21],"Recommender":[22],"System":[23],"for":[24,109],"Students":[25],"Teachers,":[27],"a":[28,68,84,107,125],"novel":[29,126],"approach,":[30],"is":[31,83,113,134,141],"specifically":[32],"designed":[33],"cater":[35],"needs":[38],"of":[39,100,139,145],"users":[40],"by":[41,115],"offering":[42],"personalized":[43],"predictions":[44],"aligned":[45],"with":[46,86],"their":[47],"preferences.":[48],"Traditional":[49],"systems":[51],"recommend":[52],"items":[53],"from":[54],"one":[55],"end":[56],"like":[57,79],"movies":[58],"recommendation,":[59],"food":[60],"recommendations,":[61],"etc.":[62],"This":[63],"research":[64],"focuses":[65],"on":[66,97],"how":[67],"\"Two-way\"":[69],"recommendation":[70],"can":[71],"be":[72],"realized":[73],"efficiently":[74],"in":[75,124,143],"some":[76],"social":[77],"spheres":[78],"student-teacher":[80,102],"platforms.":[81],"There":[82],"difficulty":[85],"one-way":[88],"that":[91],"applies":[92],"K-Means":[94,118],"clustering":[95,119,140],"algorithm":[96,120,133],"both":[98],"sides":[99],"platform.":[103],"In":[104],"this":[105,111],"research,":[106],"method":[108],"solving":[110],"issue":[112],"proposed":[114],"applying":[116],"just":[121],"once;":[122],"however,":[123],"way.":[127],"Additionally,":[128],"K-Nearest":[130],"Neighbor":[131],"(KNN)":[132],"applied,":[135],"quality":[138],"compared":[142],"terms":[144],"Mojo":[146],"Distance.":[147]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
