{"id":"https://openalex.org/W4404032015","doi":"https://doi.org/10.1109/icccnt61001.2024.10724325","title":"Mapping Item-wise Rating into Attribute-wise Ratings for Enhanced Personalized Recommendations","display_name":"Mapping Item-wise Rating into Attribute-wise Ratings for Enhanced Personalized Recommendations","publication_year":2024,"publication_date":"2024-06-24","ids":{"openalex":"https://openalex.org/W4404032015","doi":"https://doi.org/10.1109/icccnt61001.2024.10724325"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt61001.2024.10724325","doi":"https://doi.org/10.1109/icccnt61001.2024.10724325","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icccnt61001.2024.10724325","pdf_url":null,"source":{"id":"https://openalex.org/S4306497833","display_name":"International Conference on Computing, Communication and Networking Technologies (ICCCNT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"},"parent_works":[],"lineage":["https://openalex.org/W4404032015"],"child_works_count":0,"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/A5042641219","display_name":"Pushya Chaparala","orcid":"https://orcid.org/0000-0002-6483-3744","observed_orcids":["https://orcid.org/0000-0002-6483-3744"]},"institutions":[{"id":"https://openalex.org/I149313025","display_name":"Vignan's Foundation for Science, Technology & Research","ror":"https://ror.org/03bzf1g85","country_code":"IN","type":"education","lineage":["https://openalex.org/I149313025"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pushya Chaparala","raw_affiliation_strings":["Vignan\u2019s Foundation for Science, Technology and Research,Department of Computer Science and Engineering,Guntur,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vignan\u2019s Foundation for Science, Technology and Research,Department of Computer Science and Engineering,Guntur,India","institution_ids":["https://openalex.org/I149313025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076548037","display_name":"Panduranga Naidu Nagabhushan","orcid":"https://orcid.org/0000-0002-4638-5482","observed_orcids":["https://orcid.org/0000-0002-4638-5482","https://orcid.org/0009-0006-3425-6807"]},"institutions":[{"id":"https://openalex.org/I149313025","display_name":"Vignan's Foundation for Science, Technology & Research","ror":"https://ror.org/03bzf1g85","country_code":"IN","type":"education","lineage":["https://openalex.org/I149313025"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"P. Nagabhushan","raw_affiliation_strings":["Vignan\u2019s Foundation for Science, Technology and Research,Department of Computer Science and Engineering,Guntur,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vignan\u2019s Foundation for Science, Technology and Research,Department of Computer Science and Engineering,Guntur,India","institution_ids":["https://openalex.org/I149313025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114511857","display_name":"Lakshmi Tulasi Ponduri","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I149313025","display_name":"Vignan's Foundation for Science, Technology & Research","ror":"https://ror.org/03bzf1g85","country_code":"IN","type":"education","lineage":["https://openalex.org/I149313025"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Lakshmi Tulasi Ponduri","raw_affiliation_strings":["Vignan\u2019s Foundation for Science, Technology and Research,Department of Computer Science and Engineering,Guntur,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vignan\u2019s Foundation for Science, Technology and Research,Department of Computer Science and Engineering,Guntur,India","institution_ids":["https://openalex.org/I149313025"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5114511858","display_name":"Pravallika Kummari","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I149313025","display_name":"Vignan's Foundation for Science, Technology & Research","ror":"https://ror.org/03bzf1g85","country_code":"IN","type":"education","lineage":["https://openalex.org/I149313025"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pravallika Kummari","raw_affiliation_strings":["Vignan\u2019s Foundation for Science, Technology and Research,Department of Computer Science and Engineering,Guntur,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vignan\u2019s Foundation for Science, Technology and Research,Department of Computer Science and Engineering,Guntur,India","institution_ids":["https://openalex.org/I149313025"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I149313025"],"apc_list":null,"apc_paid":null,"fwci":0.4615,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.57520196,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":1.0,"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":1.0,"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/T10286","display_name":"Information Retrieval and Search Behavior","score":0.0,"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/T14435","display_name":"Information Retrieval and Data Mining","score":0.0,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/personalized-recommendation","display_name":"personalized recommendation","score":0.953000009059906},{"id":"https://openalex.org/keywords/symbolic-data-analysis","display_name":"symbolic data analysis","score":0.9760000109672546},{"id":"https://openalex.org/keywords/user-profiles","display_name":"user profiles","score":0.8180000185966492},{"id":"https://openalex.org/keywords/user-similarity","display_name":"user similarity","score":0.8379999995231628},{"id":"https://openalex.org/keywords/top-k-recommendation","display_name":"top-k recommendation","score":0.7179999947547913},{"id":"https://openalex.org/keywords/rating-aggregation","display_name":"rating aggregation","score":0.4410000145435333}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6400230526924133},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3949265778064728},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37124550342559814}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt61001.2024.10724325","doi":"https://doi.org/10.1109/icccnt61001.2024.10724325","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icccnt61001.2024.10724325","pdf_url":null,"source":{"id":"https://openalex.org/S4306497833","display_name":"International Conference on Computing, Communication and Networking Technologies (ICCCNT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W2017711545","https://openalex.org/W2025605741","https://openalex.org/W2035046066","https://openalex.org/W2137245235","https://openalex.org/W2150886314","https://openalex.org/W2398572143","https://openalex.org/W2767781829","https://openalex.org/W2885015079","https://openalex.org/W2979154856","https://openalex.org/W2992083357","https://openalex.org/W3006361702","https://openalex.org/W3019370095","https://openalex.org/W3035063214","https://openalex.org/W3094210847","https://openalex.org/W3119822710","https://openalex.org/W4206747164","https://openalex.org/W4235500030","https://openalex.org/W4285237762","https://openalex.org/W4290874915","https://openalex.org/W4296285654","https://openalex.org/W4307183616","https://openalex.org/W4388937729","https://openalex.org/W4409589580"],"related_works":["https://openalex.org/W7127060252","https://openalex.org/W4407311311","https://openalex.org/W2380865116","https://openalex.org/W4411343146","https://openalex.org/W2373679425","https://openalex.org/W4312232066","https://openalex.org/W3166437848","https://openalex.org/W4416403119","https://openalex.org/W3014231831","https://openalex.org/W2019837525"],"abstract_inverted_index":{"Personalization":[0],"is":[1,61,104],"the":[2,36,73,101,107,119,126,135,137,146],"key":[3],"to":[4,18,63,117,130],"any":[5],"recommendation":[6,38,102],"service,":[7],"as":[8],"it":[9,60],"relies":[10],"heavily":[11],"on":[12,125],"analyzing":[13],"user":[14,85],"interactions":[15],"with":[16,122],"items":[17],"uncover":[19],"patterns":[20],"and":[21,109,152],"suggest":[22],"relevant":[23],"items.":[24],"While":[25],"users":[26],"provide":[27],"multi-level":[28,66],"ratings":[29,67,71,151],"for":[30],"every":[31],"item":[32],"in":[33,51,154],"their":[34],"interactions,":[35],"conventional":[37],"system":[39],"generally":[40],"employs":[41],"an":[42],"average":[43],"rating":[44],"value.":[45],"This":[46,80,144],"may":[47],"not":[48],"be":[49],"efficient":[50],"realizing":[52],"personalized":[53,156],"recommendations.":[54,97,157],"To":[55],"make":[56],"recommendations":[57,129],"more":[58,83],"personalized,":[59],"proposed":[62,120,138],"map":[64],"items-wise":[65],"into":[68],"attribute":[69],"wise":[70],"employing":[72],"framework":[74],"of":[75,100,148],"Symbolic":[76],"Data":[77],"Analysis":[78],"(SDA).":[79],"will":[81],"create":[82],"informative":[84],"profiles,":[86],"enabling":[87],"better":[88,96],"similarity-dissimilarity":[89],"analysis":[90],"between":[91],"users,":[92],"which":[93],"ultimately":[94],"generates":[95],"The":[98],"efficiency":[99],"list":[103],"assessed":[105],"using":[106],"NDCG":[108],"MRR":[110],"evaluation":[111],"metrics.":[112],"Baseline":[113],"algorithms":[114],"are":[115],"employed":[116],"compare":[118],"model":[121],"a":[123],"focus":[124],"top-k":[127],"(Top-5)":[128],"demonstrate":[131],"its":[132],"potential.":[133],"In":[134],"evaluation,":[136],"method":[139],"significantly":[140],"outperformed":[141],"baseline":[142],"algorithms.":[143],"highlights":[145],"effectiveness":[147],"utilizing":[149],"attribute-wise":[150],"SDA":[153],"generating":[155]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-11-14T11:04:58.165337","created_date":"2024-11-05T00:00:00"}