{"id":"https://openalex.org/W4401213083","doi":"https://doi.org/10.1007/978-981-97-5678-0_34","title":"Enhancing Retrieval-Augmented Generation Models with Knowledge Graphs: Innovative Practices Through a Dual-Pathway Approach","display_name":"Enhancing Retrieval-Augmented Generation Models with Knowledge Graphs: Innovative Practices Through a Dual-Pathway Approach","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4401213083","doi":"https://doi.org/10.1007/978-981-97-5678-0_34"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-97-5678-0_34","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-97-5678-0_34","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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 Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5045276742","display_name":"Sheng Xu","orcid":"https://orcid.org/0000-0002-1595-5382"},"institutions":[{"id":"https://openalex.org/I235331625","display_name":"Jiangsu Second Normal University","ror":"https://ror.org/00e6ytg41","country_code":"CN","type":"education","lineage":["https://openalex.org/I235331625"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Sheng Xu","raw_affiliation_strings":["School of Computer Engineering, Jiangsu Second Normal University, Nanjing, 211200, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Engineering, Jiangsu Second Normal University, Nanjing, 211200, China","institution_ids":["https://openalex.org/I235331625"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075337538","display_name":"Mike Y. Chen","orcid":"https://orcid.org/0000-0001-5410-652X"},"institutions":[{"id":"https://openalex.org/I235331625","display_name":"Jiangsu Second Normal University","ror":"https://ror.org/00e6ytg41","country_code":"CN","type":"education","lineage":["https://openalex.org/I235331625"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mike Chen","raw_affiliation_strings":["Jiangsu Province Engineering Research Center of Basic Education Big Data Application, Nanjing, 211200, China","School of Computer Engineering, Jiangsu Second Normal University, Nanjing, 211200, China"],"affiliations":[{"raw_affiliation_string":"Jiangsu Province Engineering Research Center of Basic Education Big Data Application, Nanjing, 211200, China","institution_ids":[]},{"raw_affiliation_string":"School of Computer Engineering, Jiangsu Second Normal University, Nanjing, 211200, China","institution_ids":["https://openalex.org/I235331625"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100639720","display_name":"Shuwen Chen","orcid":"https://orcid.org/0000-0002-6961-7637"},"institutions":[{"id":"https://openalex.org/I235331625","display_name":"Jiangsu Second Normal University","ror":"https://ror.org/00e6ytg41","country_code":"CN","type":"education","lineage":["https://openalex.org/I235331625"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuwen Chen","raw_affiliation_strings":["Jiangsu Province Engineering Research Center of Basic Education Big Data Application, Nanjing, 211200, China","School of Computer Engineering, Jiangsu Second Normal University, Nanjing, 211200, China"],"affiliations":[{"raw_affiliation_string":"Jiangsu Province Engineering Research Center of Basic Education Big Data Application, Nanjing, 211200, China","institution_ids":[]},{"raw_affiliation_string":"School of Computer Engineering, Jiangsu Second Normal University, Nanjing, 211200, China","institution_ids":["https://openalex.org/I235331625"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5045276742"],"corresponding_institution_ids":["https://openalex.org/I235331625"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":8.8221,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.98193564,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"398","last_page":"409"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9987000226974487,"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"}},"topics":[{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9987000226974487,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9958000183105469,"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/T11719","display_name":"Data Quality and Management","score":0.9879999756813049,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision 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":0.8323404788970947},{"id":"https://openalex.org/keywords/dual","display_name":"Dual (grammatical number)","score":0.7150234580039978},{"id":"https://openalex.org/keywords/knowledge-graph","display_name":"Knowledge graph","score":0.4980614185333252},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3861972391605377},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3732810616493225}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8323404788970947},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.7150234580039978},{"id":"https://openalex.org/C2987255567","wikidata":"https://www.wikidata.org/wiki/Q33002955","display_name":"Knowledge graph","level":2,"score":0.4980614185333252},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3861972391605377},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3732810616493225},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-97-5678-0_34","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-97-5678-0_34","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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 Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2951434086","https://openalex.org/W2970482702","https://openalex.org/W3027879771","https://openalex.org/W4365512576","https://openalex.org/W4381329135","https://openalex.org/W4385572149","https://openalex.org/W4389518895","https://openalex.org/W4391876619","https://openalex.org/W4393152682","https://openalex.org/W6779857854"],"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":null,"counts_by_year":[{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":2}],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}
