{"id":"https://openalex.org/W7134177995","doi":"https://doi.org/10.1109/bigdata66926.2025.11401467","title":"Evaluating Knowledge Graph Complexity via Semantic, Spectral, and Structural Metrics for Link Prediction","display_name":"Evaluating Knowledge Graph Complexity via Semantic, Spectral, and Structural Metrics for Link Prediction","publication_year":2025,"publication_date":"2025-12-08","ids":{"openalex":"https://openalex.org/W7134177995","doi":"https://doi.org/10.1109/bigdata66926.2025.11401467"},"language":null,"primary_location":{"id":"doi:10.1109/bigdata66926.2025.11401467","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata66926.2025.11401467","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Big Data (BigData)","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/A5102918142","display_name":"Haji Gul","orcid":"https://orcid.org/0000-0002-2227-6564"},"institutions":[{"id":"https://openalex.org/I189462010","display_name":"Universiti Brunei Darussalam","ror":"https://ror.org/02qnf3n86","country_code":"BN","type":"education","lineage":["https://openalex.org/I189462010"]}],"countries":["BN"],"is_corresponding":true,"raw_author_name":"Haji Gul","raw_affiliation_strings":["School of Digital Science, Universiti Brunei Darussalam,Gadong,Brunei Darussalam,BE1410"],"affiliations":[{"raw_affiliation_string":"School of Digital Science, Universiti Brunei Darussalam,Gadong,Brunei Darussalam,BE1410","institution_ids":["https://openalex.org/I189462010"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5123683700","display_name":"Abdul Ghani Naim","orcid":null},"institutions":[{"id":"https://openalex.org/I189462010","display_name":"Universiti Brunei Darussalam","ror":"https://ror.org/02qnf3n86","country_code":"BN","type":"education","lineage":["https://openalex.org/I189462010"]}],"countries":["BN"],"is_corresponding":false,"raw_author_name":"Abdul Ghani Naim","raw_affiliation_strings":["School of Digital Science, Universiti Brunei Darussalam,Gadong,Brunei Darussalam,BE1410"],"affiliations":[{"raw_affiliation_string":"School of Digital Science, Universiti Brunei Darussalam,Gadong,Brunei Darussalam,BE1410","institution_ids":["https://openalex.org/I189462010"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033775518","display_name":"Ajaz Ahmad Bhat","orcid":"https://orcid.org/0000-0002-6992-8224"},"institutions":[{"id":"https://openalex.org/I189462010","display_name":"Universiti Brunei Darussalam","ror":"https://ror.org/02qnf3n86","country_code":"BN","type":"education","lineage":["https://openalex.org/I189462010"]}],"countries":["BN"],"is_corresponding":false,"raw_author_name":"Ajaz Ahmad Bhat","raw_affiliation_strings":["School of Digital Science, Universiti Brunei Darussalam,Gadong,Brunei Darussalam,BE1410"],"affiliations":[{"raw_affiliation_string":"School of Digital Science, Universiti Brunei Darussalam,Gadong,Brunei Darussalam,BE1410","institution_ids":["https://openalex.org/I189462010"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5102918142"],"corresponding_institution_ids":["https://openalex.org/I189462010"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.88622892,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2833","last_page":"2842"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.8988000154495239,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.8988000154495239,"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":0.0364999994635582,"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"}},{"id":"https://openalex.org/T12292","display_name":"Graph Theory and Algorithms","score":0.015399999916553497,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/graph","display_name":"Graph","score":0.42890000343322754},{"id":"https://openalex.org/keywords/link","display_name":"Link (geometry)","score":0.37130001187324524},{"id":"https://openalex.org/keywords/graph-theory","display_name":"Graph theory","score":0.29589998722076416},{"id":"https://openalex.org/keywords/knowledge-graph","display_name":"Knowledge graph","score":0.27459999918937683},{"id":"https://openalex.org/keywords/knowledge-base","display_name":"Knowledge base","score":0.2628999948501587}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.609000027179718},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.42890000343322754},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4237000048160553},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41620001196861267},{"id":"https://openalex.org/C2778753846","wikidata":"https://www.wikidata.org/wiki/Q6554239","display_name":"Link (geometry)","level":2,"score":0.37130001187324524},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33880001306533813},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3334999978542328},{"id":"https://openalex.org/C88230418","wikidata":"https://www.wikidata.org/wiki/Q131476","display_name":"Graph theory","level":2,"score":0.29589998722076416},{"id":"https://openalex.org/C2987255567","wikidata":"https://www.wikidata.org/wiki/Q33002955","display_name":"Knowledge graph","level":2,"score":0.27459999918937683},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.27239999175071716},{"id":"https://openalex.org/C4554734","wikidata":"https://www.wikidata.org/wiki/Q593744","display_name":"Knowledge base","level":2,"score":0.2628999948501587},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.25769999623298645},{"id":"https://openalex.org/C115925183","wikidata":"https://www.wikidata.org/wiki/Q1412694","display_name":"Knowledge-based systems","level":2,"score":0.2540999948978424}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata66926.2025.11401467","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata66926.2025.11401467","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Big Data (BigData)","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":12,"referenced_works":["https://openalex.org/W2081580037","https://openalex.org/W2300469216","https://openalex.org/W2759136286","https://openalex.org/W2945487040","https://openalex.org/W3099836348","https://openalex.org/W3207365242","https://openalex.org/W4362579589","https://openalex.org/W4393153159","https://openalex.org/W4399913507","https://openalex.org/W4405105217","https://openalex.org/W4408501948","https://openalex.org/W4412889072"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-03-09T07:06:17.341095","created_date":"2026-03-09T00:00:00"}