{"id":"https://openalex.org/W3215033462","doi":"https://doi.org/10.1155/2021/1277579","title":"Adaptive Similarity Function with Structural Features of Network Embedding for Missing Link Prediction","display_name":"Adaptive Similarity Function with Structural Features of Network Embedding for Missing Link Prediction","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3215033462","doi":"https://doi.org/10.1155/2021/1277579","mag":"3215033462"},"language":"en","primary_location":{"id":"doi:10.1155/2021/1277579","doi":"https://doi.org/10.1155/2021/1277579","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/1277579","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1155/2021/1277579","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","jufo-1","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869","https://openalex.org/P4310320595"],"host_organization_lineage_names":["Hindawi Publishing Corporation","Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["arxiv","crossref","datacite","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1155/2021/1277579","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045797640","display_name":"Chuanting Zhang","orcid":"https://orcid.org/0000-0002-6685-4071","observed_orcids":["https://orcid.org/0000-0002-6685-4071"]},"institutions":[{"id":"https://openalex.org/I71920554","display_name":"King Abdullah University of Science and Technology","ror":"https://ror.org/01q3tbs38","country_code":"SA","type":"education","lineage":["https://openalex.org/I71920554"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Chuanting Zhang","raw_affiliation_strings":["Computer, Electrical and Mathematical Science Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal 23955, Saudi Arabia kaust.edu.sa","Computer, Electrical and Mathematical Science Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal 23955, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0002-6685-4071","affiliations":[{"raw_affiliation_string":"Computer, Electrical and Mathematical Science Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal 23955, Saudi Arabia kaust.edu.sa","institution_ids":["https://openalex.org/I71920554"]},{"raw_affiliation_string":"Computer, Electrical and Mathematical Science Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal 23955, Saudi Arabia","institution_ids":["https://openalex.org/I71920554"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091291476","display_name":"Ke-ke Shang","orcid":"https://orcid.org/0000-0002-7454-4276","observed_orcids":["https://orcid.org/0000-0002-7454-4276"]},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ke-Ke Shang","raw_affiliation_strings":["Computational Communication Collaboratory, Nanjing University, Nanjing 210093, China nju.edu.cn","Computational Communication Collaboratory, Nanjing University, Nanjing 210093, China"],"raw_orcid":"https://orcid.org/0000-0002-7454-4276","affiliations":[{"raw_affiliation_string":"Computational Communication Collaboratory, Nanjing University, Nanjing 210093, China nju.edu.cn","institution_ids":["https://openalex.org/I881766915"]},{"raw_affiliation_string":"Computational Communication Collaboratory, Nanjing University, Nanjing 210093, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054338343","display_name":"Jingping Qiao","orcid":"https://orcid.org/0000-0002-9841-6586","observed_orcids":["https://orcid.org/0000-0002-9841-6586"]},"institutions":[{"id":"https://openalex.org/I28006308","display_name":"Shandong Normal University","ror":"https://ror.org/01wy3h363","country_code":"CN","type":"education","lineage":["https://openalex.org/I28006308"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jingping Qiao","raw_affiliation_strings":["School of Information Science and Engineering, Shandong Normal University, Jinan 250022, China sdnu.edu.cn","School of Information Science and Engineering, Shandong Normal University, Jinan 250022, China"],"raw_orcid":"https://orcid.org/0000-0002-9841-6586","affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Shandong Normal University, Jinan 250022, China sdnu.edu.cn","institution_ids":["https://openalex.org/I28006308"]},{"raw_affiliation_string":"School of Information Science and Engineering, Shandong Normal University, Jinan 250022, China","institution_ids":["https://openalex.org/I28006308"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5054338343","https://openalex.org/A5091291476"],"corresponding_institution_ids":["https://openalex.org/I28006308","https://openalex.org/I881766915"],"apc_list":{"value":2760,"currency":"USD","value_usd":2760},"apc_paid":{"value":2760,"currency":"USD","value_usd":2760},"fwci":0.6571,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.69993538,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":"2021","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9286999702453613,"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":0.9286999702453613,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.07000000029802322,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","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"}}],"keywords":[{"id":"https://openalex.org/keywords/link-prediction","display_name":"link prediction","score":0.9340000152587891},{"id":"https://openalex.org/keywords/missing-link-prediction","display_name":"missing link prediction","score":0.9110000133514404},{"id":"https://openalex.org/keywords/network-embedding","display_name":"graph embedding","score":0.9779999852180481},{"id":"https://openalex.org/keywords/random-walks","display_name":"random walks","score":0.6129999756813049},{"id":"https://openalex.org/keywords/node-attributes","display_name":"node attributes","score":0.6790000200271606},{"id":"https://openalex.org/keywords/sparse-networks","display_name":"sparse networks","score":0.7760000228881836}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7413698434829712},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.611574113368988},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.5915974378585815},{"id":"https://openalex.org/C2778753846","wikidata":"https://www.wikidata.org/wiki/Q6554239","display_name":"Link (geometry)","level":2,"score":0.48371317982673645},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.48016873002052307},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.4791383445262909},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4637705683708191},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4611847996711731},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.42264682054519653},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.41172102093696594},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36959677934646606},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.35450443625450134},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1155/2021/1277579","doi":"https://doi.org/10.1155/2021/1277579","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/1277579","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1155/2021/1277579","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","jufo-1","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869","https://openalex.org/P4310320595"],"host_organization_lineage_names":["Hindawi Publishing Corporation","Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2111.07027","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2111.07027","pdf_url":"https://arxiv.org/pdf/2111.07027","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:RePEc:hin:complx:1277579","doi":null,"is_oa":false,"landing_page_url":"http://downloads.hindawi.com/journals/complexity/2021/1277579.xml","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:22f70b50c8954428a7b69aa02e6f2d39","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/22f70b50c8954428a7b69aa02e6f2d39","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Complexity, Vol 2021 (2021)","raw_type":"article"},{"id":"pmh:oai:repository.kaust.edu.sa:10754/673686","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/10754/673686","pdf_url":null,"source":{"id":"https://openalex.org/S4306401596","display_name":"King Abdullah University of Science and Technology Repository (King Abdullah University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I71920554","host_organization_name":"King Abdullah University of Science and Technology","host_organization_lineage":["https://openalex.org/I71920554"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"doi:10.48550/arxiv.2111.07027","doi":"https://doi.org/10.48550/arxiv.2111.07027","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2111.07027","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.1155/2021/1277579","doi":"https://doi.org/10.1155/2021/1277579","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/1277579","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1155/2021/1277579","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","jufo-1","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869","https://openalex.org/P4310320595"],"host_organization_lineage_names":["Hindawi Publishing Corporation","Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G1458812254","display_name":null,"funder_award_id":"14390110","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1476124619","display_name":null,"funder_award_id":"61901247","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2053888581","display_name":null,"funder_award_id":"19ZDA324","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G2661858115","display_name":null,"funder_award_id":"19ZDA149","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2837731228","display_name":null,"funder_award_id":"14370119","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G2988414690","display_name":null,"funder_award_id":"19ZDA324","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3121112564","display_name":null,"funder_award_id":"ZR2019BF032","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G4555651500","display_name":null,"funder_award_id":"19ZDA149","funder_id":"https://openalex.org/F4320335869","funder_display_name":"National Social Science Fund of China"},{"id":"https://openalex.org/G4707253234","display_name":null,"funder_award_id":"61901247","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G4882006933","display_name":null,"funder_award_id":"19ZDA324","funder_id":"https://openalex.org/F4320335869","funder_display_name":"National Social Science Fund of China"},{"id":"https://openalex.org/G5363540819","display_name":null,"funder_award_id":"14390110","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G7548339100","display_name":null,"funder_award_id":"ZR2019BF032","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7586976441","display_name":null,"funder_award_id":"61803047","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8722488642","display_name":null,"funder_award_id":"14370119","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320324174","display_name":"Natural Science Foundation of Shandong Province","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null},{"id":"https://openalex.org/F4320335869","display_name":"National Social Science Fund of China","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3215033462.pdf","grobid_xml":"https://content.openalex.org/works/W3215033462.grobid-xml"},"referenced_works_count":64,"referenced_works":["https://openalex.org/W1482500327","https://openalex.org/W1501531539","https://openalex.org/W1552320683","https://openalex.org/W1556758605","https://openalex.org/W1614298861","https://openalex.org/W1833321569","https://openalex.org/W1888005072","https://openalex.org/W1930572491","https://openalex.org/W1977382765","https://openalex.org/W1979104937","https://openalex.org/W2003707464","https://openalex.org/W2007444087","https://openalex.org/W2008620264","https://openalex.org/W2020382732","https://openalex.org/W2037933327","https://openalex.org/W2053186076","https://openalex.org/W2053755831","https://openalex.org/W2064503471","https://openalex.org/W2065769502","https://openalex.org/W2089056989","https://openalex.org/W2092124750","https://openalex.org/W2097308346","https://openalex.org/W2107569009","https://openalex.org/W2108614537","https://openalex.org/W2109480754","https://openalex.org/W2112090702","https://openalex.org/W2129129488","https://openalex.org/W2131492273","https://openalex.org/W2147427313","https://openalex.org/W2148606196","https://openalex.org/W2148662748","https://openalex.org/W2152284345","https://openalex.org/W2154851992","https://openalex.org/W2157082398","https://openalex.org/W2161984370","https://openalex.org/W2163922914","https://openalex.org/W2167467982","https://openalex.org/W2168627253","https://openalex.org/W2337540978","https://openalex.org/W2393319904","https://openalex.org/W2552713313","https://openalex.org/W2565837868","https://openalex.org/W2574273364","https://openalex.org/W2604942799","https://openalex.org/W2610858834","https://openalex.org/W2740934577","https://openalex.org/W2755088640","https://openalex.org/W2768375068","https://openalex.org/W2807536558","https://openalex.org/W2887356459","https://openalex.org/W2921319277","https://openalex.org/W2954680382","https://openalex.org/W2962756421","https://openalex.org/W3006318668","https://openalex.org/W3010860030","https://openalex.org/W3103071483","https://openalex.org/W3109466111","https://openalex.org/W3120491054","https://openalex.org/W3156128181","https://openalex.org/W3160381762","https://openalex.org/W3162224075","https://openalex.org/W3181330404","https://openalex.org/W4232932184","https://openalex.org/W4238452917"],"related_works":["https://openalex.org/W4232646521","https://openalex.org/W2512474716","https://openalex.org/W3126684379","https://openalex.org/W3202359803","https://openalex.org/W3025305585","https://openalex.org/W4414444659","https://openalex.org/W3006318668","https://openalex.org/W2979877685","https://openalex.org/W4323045230","https://openalex.org/W4206810830"],"abstract_inverted_index":{"Link":[0],"prediction":[1,54,100,142],"is":[2,174,181,218],"a":[3,97,127,153,164],"fundamental":[4],"problem":[5],"of":[6,20,67,85,132,148,166,190,202,223],"data":[7,184],"science,":[8],"which":[9,161],"usually":[10],"calls":[11],"for":[12,31],"unfolding":[13],"the":[14,18,52,63,71,76,86,145,149,167,188,203,224],"mechanisms":[15],"that":[16,209],"govern":[17],"micro\u2010dynamics":[19],"networks.":[21,225],"In":[22],"this":[23],"regard,":[24],"using":[25,109,136],"features":[26,43,110,135,147],"obtained":[27,111,124],"from":[28,112],"network":[29,113],"embedding":[30,114],"predicting":[32],"links":[33],"has":[34],"drawn":[35],"widespread":[36],"attention.":[37],"Although":[38],"methods":[39],"based":[40,115],"on":[41,116,198],"edge":[42,92,134],"or":[44],"node":[45,120,146],"similarity":[46,155,169],"have":[47],"been":[48],"proposed":[49,192],"to":[50,62,183,220],"solve":[51],"link":[53,99,141],"problem,":[55],"many":[56],"technical":[57],"challenges":[58],"still":[59],"exist":[60],"due":[61],"unique":[64],"structural":[65],"properties":[66],"networks,":[68],"especially":[69],"when":[70],"networks":[72,201],"are":[73,123],"sparse.":[74],"From":[75],"graph":[77],"mining":[78],"perspective,":[79],"we":[80,95,139,194],"first":[81],"give":[82],"empirical":[83],"evidence":[84],"inconsistency":[87],"between":[88],"heuristic":[89],"and":[90,179,217],"learned":[91,175],"features.":[93],"Then,":[94],"propose":[96],"novel":[98],"framework,":[101],"AdaSim,":[102],"by":[103,125],"introducing":[104],"an":[105],"Adaptive":[106],"Similarity":[107],"function":[108,156],"random":[117],"walks.":[118],"The":[119,171],"feature":[121],"representations":[122],"optimizing":[126],"graph\u2010based":[128],"objective":[129],"function.":[130],"Instead":[131],"generating":[133],"binary":[137],"operators,":[138],"perform":[140],"solely":[143],"leveraging":[144],"network.":[150],"We":[151],"define":[152],"flexible":[154],"with":[157],"one":[158],"tunable":[159],"parameter,":[160],"serves":[162],"as":[163],"penalty":[165],"original":[168],"measure.":[170],"optimal":[172],"value":[173],"through":[176],"supervised":[177],"learning":[178],"thus":[180],"adaptive":[182],"distribution.":[185],"To":[186],"evaluate":[187],"performance":[189,213],"our":[191],"algorithm,":[193],"conduct":[195],"extensive":[196],"experiments":[197],"eleven":[199],"disparate":[200],"real":[204],"world.":[205],"Experimental":[206],"results":[207],"show":[208],"AdaSim":[210],"achieves":[211],"better":[212],"than":[214],"state\u2010of\u2010the\u2010art":[215],"algorithms":[216],"robust":[219],"different":[221],"sparsities":[222]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2021-12-06T00:00:00"}
