{"id":"https://openalex.org/W4402594920","doi":"https://doi.org/10.1109/icce-taiwan62264.2024.10674500","title":"Recommendation System using Knowledge Graphs","display_name":"Recommendation System using Knowledge Graphs","publication_year":2024,"publication_date":"2024-07-09","ids":{"openalex":"https://openalex.org/W4402594920","doi":"https://doi.org/10.1109/icce-taiwan62264.2024.10674500"},"language":"en","primary_location":{"id":"doi:10.1109/icce-taiwan62264.2024.10674500","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icce-taiwan62264.2024.10674500","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Consumer Electronics - Taiwan (ICCE-Taiwan)","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/A5015904617","display_name":"Wen\u2010Hwa Liao","orcid":"https://orcid.org/0000-0003-2275-5079"},"institutions":[{"id":"https://openalex.org/I43566213","display_name":"National Taipei University of Business","ror":"https://ror.org/029hrv109","country_code":"TW","type":"education","lineage":["https://openalex.org/I43566213"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Wen-Hwa Liao","raw_affiliation_strings":["National Taipei University of Business,Institute of Information and Decision Sciences,Taiwan"],"affiliations":[{"raw_affiliation_string":"National Taipei University of Business,Institute of Information and Decision Sciences,Taiwan","institution_ids":["https://openalex.org/I43566213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108986515","display_name":"Hsin-Fa Wen","orcid":null},"institutions":[{"id":"https://openalex.org/I43566213","display_name":"National Taipei University of Business","ror":"https://ror.org/029hrv109","country_code":"TW","type":"education","lineage":["https://openalex.org/I43566213"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Hsin-Fa Wen","raw_affiliation_strings":["National Taipei University of Business,Institute of Information and Decision Sciences,Taiwan"],"affiliations":[{"raw_affiliation_string":"National Taipei University of Business,Institute of Information and Decision Sciences,Taiwan","institution_ids":["https://openalex.org/I43566213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058624256","display_name":"Ssu-Chi Kuai","orcid":null},"institutions":[{"id":"https://openalex.org/I43566213","display_name":"National Taipei University of Business","ror":"https://ror.org/029hrv109","country_code":"TW","type":"education","lineage":["https://openalex.org/I43566213"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ssu-Chi Kuai","raw_affiliation_strings":["National Taipei University of Business,Department of Information Management,Taiwan"],"affiliations":[{"raw_affiliation_string":"National Taipei University of Business,Department of Information Management,Taiwan","institution_ids":["https://openalex.org/I43566213"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5015904617"],"corresponding_institution_ids":["https://openalex.org/I43566213"],"apc_list":null,"apc_paid":null,"fwci":0.8142,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.79258983,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"49","last_page":"50"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.7950000166893005,"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":0.7950000166893005,"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/computer-science","display_name":"Computer science","score":0.6995948553085327},{"id":"https://openalex.org/keywords/knowledge-graph","display_name":"Knowledge graph","score":0.47713422775268555},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.2988030016422272}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6995948553085327},{"id":"https://openalex.org/C2987255567","wikidata":"https://www.wikidata.org/wiki/Q33002955","display_name":"Knowledge graph","level":2,"score":0.47713422775268555},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.2988030016422272}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icce-taiwan62264.2024.10674500","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icce-taiwan62264.2024.10674500","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Consumer Electronics - Taiwan (ICCE-Taiwan)","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":5,"referenced_works":["https://openalex.org/W2907492528","https://openalex.org/W2914721378","https://openalex.org/W4282027681","https://openalex.org/W4317502663","https://openalex.org/W6852223201"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"As":[0],"the":[1,13,51,60,66,76,82,87,92,95,101],"application":[2],"of":[3,15,19,29,65,71,81,94],"recommendation":[4,37,84,96,118],"systems":[5],"in":[6],"personalized":[7],"services":[8],"becomes":[9],"increasingly":[10],"widespread,":[11],"enhancing":[12],"precision":[14],"predictions":[16],"and":[17,45,62,78,86],"analyses":[18],"movie":[20],"reviews":[21],"has":[22],"gradually":[23],"emerged":[24],"as":[25],"a":[26],"focal":[27],"point":[28],"academic":[30],"research.":[31],"This":[32],"paper":[33],"proposes":[34],"an":[35],"innovative":[36],"system":[38,67],"based":[39],"on":[40],"graph":[41,90,103],"neural":[42],"networks":[43],"(GNN)":[44],"knowledge":[46,52,89,102],"graphs.":[47],"By":[48],"efficiently":[49],"compressing":[50],"graph,":[53],"our":[54],"aim":[55],"is":[56],"to":[57,105],"improve":[58],"both":[59],"accuracy":[61,77],"computational":[63,113],"efficiency":[64],"simultaneously.":[68],"The":[69],"approach":[70],"this":[72],"study":[73],"significantly":[74],"enhances":[75,91],"computation":[79],"speed":[80],"GNN":[83],"system,":[85],"structured":[88],"explainability":[93],"system.":[97],"Our":[98],"mechanism":[99],"compresses":[100],"related":[104],"user":[106],"comments,":[107],"which":[108],"not":[109],"only":[110],"substantially":[111],"reduces":[112],"costs":[114],"but":[115],"also":[116],"improves":[117],"accuracy.":[119]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}