{"id":"https://openalex.org/W4404567641","doi":"https://doi.org/10.1007/978-981-97-6465-5_41","title":"An Enhanced Product Recommendation System Using Decision Tree Algorithm","display_name":"An Enhanced Product Recommendation System Using Decision Tree Algorithm","publication_year":2024,"publication_date":"2024-11-20","ids":{"openalex":"https://openalex.org/W4404567641","doi":"https://doi.org/10.1007/978-981-97-6465-5_41"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-97-6465-5_41","doi":"https://doi.org/10.1007/978-981-97-6465-5_41","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-97-6465-5_41","pdf_url":null,"source":{"id":"https://openalex.org/S4210179954","display_name":"Lecture notes in electrical engineering","issn_l":"1876-1100","issn":["1876-1100","1876-1119"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Electrical Engineering","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W4404567912","display_name":"Advances in Communication, Devices and Networking"},"type":"conference-paper","is_traditional":true,"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/A5085915629","display_name":"Joseph Bamidele Awotunde","orcid":"https://orcid.org/0000-0002-1020-4432","observed_orcids":["https://orcid.org/0000-0002-1020-4432","https://orcid.org/0009-0005-7970-0193"]},"institutions":[{"id":"https://openalex.org/I134542131","display_name":"University of Ilorin","ror":"https://ror.org/032kdwk38","country_code":"NG","type":"education","lineage":["https://openalex.org/I134542131"]}],"countries":["NG"],"is_corresponding":true,"raw_author_name":"Joseph Bamidele Awotunde","raw_affiliation_strings":["Department of Computer Science, Faculty of Information and Communication Sciences, University of Ilorin, Ilorin, 240003, Kwara State, Nigeria"],"raw_orcid":"https://orcid.org/0000-0002-1020-4432","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Faculty of Information and Communication Sciences, University of Ilorin, Ilorin, 240003, Kwara State, Nigeria","institution_ids":["https://openalex.org/I134542131"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069734411","display_name":"Samarendra Nath Sur","orcid":"https://orcid.org/0000-0001-8184-0623","observed_orcids":["https://orcid.org/0000-0001-8184-0623"]},"institutions":[{"id":"https://openalex.org/I134542131","display_name":"University of Ilorin","ror":"https://ror.org/032kdwk38","country_code":"NG","type":"education","lineage":["https://openalex.org/I134542131"]},{"id":"https://openalex.org/I81433678","display_name":"Sikkim Manipal University","ror":"https://ror.org/010gckf65","country_code":"IN","type":"education","lineage":["https://openalex.org/I81433678"]}],"countries":["IN","NG"],"is_corresponding":false,"raw_author_name":"Samarendra Nath Sur","raw_affiliation_strings":["Department of Computer Science, Faculty of Information and Communication Sciences, University of Ilorin, Ilorin, 240003, Kwara State, Nigeria","Department of Electronics and Communication Engineering, Sikkim Manipal Institute of Technology, Rangpo, Sikkim, India","Department of Electronics and Communication Engineering, Sikkim Manipal Institute of Technology, Sikkim Manipal University, Sikkim, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Faculty of Information and Communication Sciences, University of Ilorin, Ilorin, 240003, Kwara State, Nigeria","institution_ids":["https://openalex.org/I134542131"]},{"raw_affiliation_string":"Department of Electronics and Communication Engineering, Sikkim Manipal Institute of Technology, Rangpo, Sikkim, India","institution_ids":[]},{"raw_affiliation_string":"Department of Electronics and Communication Engineering, Sikkim Manipal Institute of Technology, Sikkim Manipal University, Sikkim, India","institution_ids":["https://openalex.org/I81433678"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026263106","display_name":"Agbotiname Lucky Imoize","orcid":"https://orcid.org/0000-0001-8921-8353","observed_orcids":["https://orcid.org/0000-0001-8921-8353"]},"institutions":[{"id":"https://openalex.org/I134542131","display_name":"University of Ilorin","ror":"https://ror.org/032kdwk38","country_code":"NG","type":"education","lineage":["https://openalex.org/I134542131"]},{"id":"https://openalex.org/I197610006","display_name":"University of Lagos","ror":"https://ror.org/05rk03822","country_code":"NG","type":"education","lineage":["https://openalex.org/I197610006"]},{"id":"https://openalex.org/I904495901","display_name":"Ruhr University Bochum","ror":"https://ror.org/04tsk2644","country_code":"DE","type":"education","lineage":["https://openalex.org/I904495901"]}],"countries":["DE","NG"],"is_corresponding":false,"raw_author_name":"Agbotiname Lucky Imoize","raw_affiliation_strings":["Department of Computer Science, Faculty of Information and Communication Sciences, University of Ilorin, Ilorin, 240003, Kwara State, Nigeria","Department of Electrical Engineering and Information Technology, Institute of Digital Communication, Ruhr University, 44801, Bochum, Germany","Department of Electrical and Electronics Engineering, Faculty of Engineering, University of Lagos, Akoka, Lagos, 100213, Nigeria","Department of Electrical and Electronics Engineering, Faculty of Engineering, University of Lagos, Akoka, Lagos, Nigeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Faculty of Information and Communication Sciences, University of Ilorin, Ilorin, 240003, Kwara State, Nigeria","institution_ids":["https://openalex.org/I134542131"]},{"raw_affiliation_string":"Department of Electrical Engineering and Information Technology, Institute of Digital Communication, Ruhr University, 44801, Bochum, Germany","institution_ids":["https://openalex.org/I904495901"]},{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Faculty of Engineering, University of Lagos, Akoka, Lagos, 100213, Nigeria","institution_ids":["https://openalex.org/I197610006"]},{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Faculty of Engineering, University of Lagos, Akoka, Lagos, Nigeria","institution_ids":["https://openalex.org/I197610006"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5114729401","display_name":"Oluwatimilehin Moses Akinyoola","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I134542131","display_name":"University of Ilorin","ror":"https://ror.org/032kdwk38","country_code":"NG","type":"education","lineage":["https://openalex.org/I134542131"]}],"countries":["NG"],"is_corresponding":false,"raw_author_name":"Oluwatimilehin Moses Akinyoola","raw_affiliation_strings":["Department of Computer Science, Faculty of Information and Communication Sciences, University of Ilorin, Ilorin, 240003, Kwara State, Nigeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Faculty of Information and Communication Sciences, University of Ilorin, Ilorin, 240003, Kwara State, Nigeria","institution_ids":["https://openalex.org/I134542131"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5085915629"],"corresponding_institution_ids":["https://openalex.org/I134542131"],"apc_list":null,"apc_paid":null,"fwci":0.2365,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.51347366,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"511","last_page":"523"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9980000257492065,"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":0.9980000257492065,"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/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.0003000000142492354,"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/T11734","display_name":"Decision Support System Applications","score":0.00019999999494757503,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/product-recommendation-system","display_name":"product recommendation system","score":0.9290000200271606},{"id":"https://openalex.org/keywords/decision-tree","display_name":"decision tree","score":0.8159999847412109},{"id":"https://openalex.org/keywords/cart","display_name":"CART","score":0.8610000014305115},{"id":"https://openalex.org/keywords/e-commerce","display_name":"e-commerce","score":0.9440000057220459},{"id":"https://openalex.org/keywords/feature-selection","display_name":"feature selection","score":0.9049999713897705},{"id":"https://openalex.org/keywords/data-preprocessing","display_name":"data preprocessing","score":0.9399999976158142},{"id":"https://openalex.org/keywords/consumer-preferences","display_name":"consumer preferences","score":0.6359999775886536}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6223421096801758},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.5760992765426636},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.5731819868087769},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.5287071466445923},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5104178786277771},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.25340771675109863},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24459800124168396},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.08951348066329956},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-97-6465-5_41","doi":"https://doi.org/10.1007/978-981-97-6465-5_41","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-97-6465-5_41","pdf_url":null,"source":{"id":"https://openalex.org/S4210179954","display_name":"Lecture notes in electrical engineering","issn_l":"1876-1100","issn":["1876-1100","1876-1119"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Electrical Engineering","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1720514416","https://openalex.org/W2101409192","https://openalex.org/W2295739661","https://openalex.org/W2909866320","https://openalex.org/W2957191877","https://openalex.org/W2970845521","https://openalex.org/W3014901735","https://openalex.org/W3023259715","https://openalex.org/W3036950174","https://openalex.org/W3039908176","https://openalex.org/W3181882572","https://openalex.org/W3217681006","https://openalex.org/W4207052054","https://openalex.org/W4221001415","https://openalex.org/W4229451982","https://openalex.org/W4301600580","https://openalex.org/W4308985806","https://openalex.org/W4311987909","https://openalex.org/W4312214430","https://openalex.org/W4317933242","https://openalex.org/W4319010160","https://openalex.org/W4366180244","https://openalex.org/W4379931714","https://openalex.org/W4383504022","https://openalex.org/W4383504076","https://openalex.org/W4384525003","https://openalex.org/W4386282935"],"related_works":["https://openalex.org/W7118894887","https://openalex.org/W7117239591","https://openalex.org/W4391523130","https://openalex.org/W7216889857","https://openalex.org/W4412416159","https://openalex.org/W2963289569","https://openalex.org/W3172818295","https://openalex.org/W4389782469","https://openalex.org/W6949510977","https://openalex.org/W4385080375"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2024-11-21T00:00:00"}
