{"id":"https://openalex.org/W3139466607","doi":"https://doi.org/10.2200/s01063ed1v01y202012aim048","title":"Network Embedding: Theories, Methods, and Applications","display_name":"Network Embedding: Theories, Methods, and Applications","publication_year":2021,"publication_date":"2021-03-22","ids":{"openalex":"https://openalex.org/W3139466607","doi":"https://doi.org/10.2200/s01063ed1v01y202012aim048","mag":"3139466607"},"language":"en","primary_location":{"id":"doi:10.2200/s01063ed1v01y202012aim048","is_oa":true,"landing_page_url":"https://doi.org/10.2200/s01063ed1v01y202012aim048","pdf_url":"https://link.springer.com/content/pdf/bfm%3A978-3-031-01590-8%2F1","source":{"id":"https://openalex.org/S933803995","display_name":"Synthesis lectures on artificial intelligence and machine learning","issn_l":"1939-4608","issn":["1939-4608","1939-4616"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310322570","host_organization_name":"Morgan & Claypool Publishers","host_organization_lineage":["https://openalex.org/P4310322570"],"host_organization_lineage_names":["Morgan & Claypool Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Synthesis Lectures on Artificial Intelligence and Machine Learning","raw_type":"journal-article"},"type":"book","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/bfm%3A978-3-031-01590-8%2F1","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5060417049","display_name":"Cheng Yang","orcid":"https://orcid.org/0000-0001-7821-0030"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Cheng Yang","raw_affiliation_strings":["Beijing University of Posts and Telecommunications, China","Beijing University of Posts and Telecommunications, CHINA"],"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications, China","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"Beijing University of Posts and Telecommunications, CHINA","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100320723","display_name":"Zhiyuan Liu","orcid":"https://orcid.org/0000-0002-7709-2543"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiyuan Liu","raw_affiliation_strings":["Tsinghua University, China","[Tsinghua University , China]"],"affiliations":[{"raw_affiliation_string":"Tsinghua University, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"[Tsinghua University , China]","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012930542","display_name":"Cunchao Tu","orcid":"https://orcid.org/0000-0002-4538-9860"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cunchao Tu","raw_affiliation_strings":["Tsinghua University, China","[Tsinghua University , China]"],"affiliations":[{"raw_affiliation_string":"Tsinghua University, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"[Tsinghua University , China]","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100705849","display_name":"Chuan Shi","orcid":"https://orcid.org/0000-0002-3734-0266"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chuan Shi","raw_affiliation_strings":["Beijing University of Posts and Telecommunications, China","Beijing University of Posts and Telecommunications, CHINA"],"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications, China","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"Beijing University of Posts and Telecommunications, CHINA","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046448314","display_name":"Maosong Sun","orcid":"https://orcid.org/0000-0002-6011-6115"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Maosong Sun","raw_affiliation_strings":["Tsinghua University, China","[Tsinghua University , China]"],"affiliations":[{"raw_affiliation_string":"Tsinghua University, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"[Tsinghua University , China]","institution_ids":["https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5060417049"],"corresponding_institution_ids":["https://openalex.org/I139759216"],"apc_list":null,"apc_paid":null,"fwci":0.14,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.52398955,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":"15","issue":"2","first_page":"1","last_page":"242"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9998000264167786,"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/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9861000180244446,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6935029029846191},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.5958267450332642},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.5612843036651611},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.5187966227531433},{"id":"https://openalex.org/keywords/encode","display_name":"ENCODE","score":0.4867987334728241},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.47197967767715454},{"id":"https://openalex.org/keywords/feature-learning","display_name":"Feature learning","score":0.45978406071662903},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44667738676071167},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4169570803642273},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37759000062942505},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09029307961463928}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6935029029846191},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.5958267450332642},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.5612843036651611},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.5187966227531433},{"id":"https://openalex.org/C66746571","wikidata":"https://www.wikidata.org/wiki/Q1134833","display_name":"ENCODE","level":3,"score":0.4867987334728241},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.47197967767715454},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.45978406071662903},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44667738676071167},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4169570803642273},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37759000062942505},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09029307961463928},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.2200/s01063ed1v01y202012aim048","is_oa":true,"landing_page_url":"https://doi.org/10.2200/s01063ed1v01y202012aim048","pdf_url":"https://link.springer.com/content/pdf/bfm%3A978-3-031-01590-8%2F1","source":{"id":"https://openalex.org/S933803995","display_name":"Synthesis lectures on artificial intelligence and machine learning","issn_l":"1939-4608","issn":["1939-4608","1939-4616"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310322570","host_organization_name":"Morgan & Claypool Publishers","host_organization_lineage":["https://openalex.org/P4310322570"],"host_organization_lineage_names":["Morgan & Claypool Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Synthesis Lectures on Artificial Intelligence and Machine Learning","raw_type":"journal-article"},{"id":"pmh:oai:aleph.bib-bvb.de:BVB01-032898695","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:aleph.bib-bvb.de:BVB01-033017206","is_oa":false,"landing_page_url":"https://doi.org/10.2200/S01063ED1V01Y202012AIM048","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"software, multimedia"}],"best_oa_location":{"id":"doi:10.2200/s01063ed1v01y202012aim048","is_oa":true,"landing_page_url":"https://doi.org/10.2200/s01063ed1v01y202012aim048","pdf_url":"https://link.springer.com/content/pdf/bfm%3A978-3-031-01590-8%2F1","source":{"id":"https://openalex.org/S933803995","display_name":"Synthesis lectures on artificial intelligence and machine learning","issn_l":"1939-4608","issn":["1939-4608","1939-4616"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310322570","host_organization_name":"Morgan & Claypool Publishers","host_organization_lineage":["https://openalex.org/P4310322570"],"host_organization_lineage_names":["Morgan & Claypool Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Synthesis Lectures on Artificial Intelligence and Machine Learning","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.6700000166893005,"id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1343331596","display_name":null,"funder_award_id":"62002029","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2376276132","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G3294234326","display_name":null,"funder_award_id":"2018YFB1004","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4194532243","display_name":null,"funder_award_id":"2020RC23","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G4957550077","display_name":null,"funder_award_id":"61772082","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G630077093","display_name":null,"funder_award_id":"No. 2018","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G6424503130","display_name":null,"funder_award_id":"U20B204","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6677378098","display_name":null,"funder_award_id":"No. 2020","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G7794558526","display_name":null,"funder_award_id":"2018YFB1004503","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G8003444953","display_name":null,"funder_award_id":"U20B2045","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/F4320335777","display_name":"National Key Research and Development Program of China","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3139466607.pdf","grobid_xml":"https://content.openalex.org/works/W3139466607.grobid-xml"},"referenced_works_count":91,"referenced_works":["https://openalex.org/W13034104","https://openalex.org/W82211948","https://openalex.org/W102708294","https://openalex.org/W103340358","https://openalex.org/W391578156","https://openalex.org/W1497522841","https://openalex.org/W1556758605","https://openalex.org/W1578099820","https://openalex.org/W1594924988","https://openalex.org/W1602492977","https://openalex.org/W1832693441","https://openalex.org/W1875842236","https://openalex.org/W1880262756","https://openalex.org/W1966809779","https://openalex.org/W1967863517","https://openalex.org/W1972436494","https://openalex.org/W1973965874","https://openalex.org/W1979104937","https://openalex.org/W1994473607","https://openalex.org/W2001082470","https://openalex.org/W2001141328","https://openalex.org/W2003741412","https://openalex.org/W2007444087","https://openalex.org/W2008056655","https://openalex.org/W2037933327","https://openalex.org/W2048393640","https://openalex.org/W2052104835","https://openalex.org/W2053186076","https://openalex.org/W2064675550","https://openalex.org/W2064702560","https://openalex.org/W2070645266","https://openalex.org/W2078939860","https://openalex.org/W2080996291","https://openalex.org/W2095705004","https://openalex.org/W2102187991","https://openalex.org/W2107107106","https://openalex.org/W2110620844","https://openalex.org/W2114030927","https://openalex.org/W2116819994","https://openalex.org/W2119571791","https://openalex.org/W2122997783","https://openalex.org/W2123688186","https://openalex.org/W2127048411","https://openalex.org/W2128893310","https://openalex.org/W2130354913","https://openalex.org/W2131681506","https://openalex.org/W2133568543","https://openalex.org/W2137245235","https://openalex.org/W2144799688","https://openalex.org/W2146502635","https://openalex.org/W2147453867","https://openalex.org/W2150375325","https://openalex.org/W2150593711","https://openalex.org/W2151936673","https://openalex.org/W2153959628","https://openalex.org/W2157825442","https://openalex.org/W2161455936","https://openalex.org/W2161728228","https://openalex.org/W2161984370","https://openalex.org/W2162630660","https://openalex.org/W2163922914","https://openalex.org/W2164928285","https://openalex.org/W2167197286","https://openalex.org/W2168627253","https://openalex.org/W2175110005","https://openalex.org/W2222512263","https://openalex.org/W2264105282","https://openalex.org/W2265166184","https://openalex.org/W2405459681","https://openalex.org/W2472954632","https://openalex.org/W2509835757","https://openalex.org/W2569283211","https://openalex.org/W2569307494","https://openalex.org/W2591291103","https://openalex.org/W2595947069","https://openalex.org/W2610857016","https://openalex.org/W2759136286","https://openalex.org/W2782111139","https://openalex.org/W2895654512","https://openalex.org/W2903634148","https://openalex.org/W2904119337","https://openalex.org/W2950723285","https://openalex.org/W2962756421","https://openalex.org/W2963460103","https://openalex.org/W2963919031","https://openalex.org/W3101413764","https://openalex.org/W3103311102","https://openalex.org/W3104010597","https://openalex.org/W4230962939","https://openalex.org/W4242087913","https://openalex.org/W6868564194"],"related_works":["https://openalex.org/W2967814800","https://openalex.org/W2962975498","https://openalex.org/W2963300178","https://openalex.org/W3175203501","https://openalex.org/W3017268890","https://openalex.org/W3206323083","https://openalex.org/W3022208364","https://openalex.org/W2980691955","https://openalex.org/W2985331920","https://openalex.org/W2943184235","https://openalex.org/W2998116985","https://openalex.org/W3094398274","https://openalex.org/W2901375380","https://openalex.org/W2850438274","https://openalex.org/W2755092149","https://openalex.org/W3012969853","https://openalex.org/W2898104583","https://openalex.org/W2974594200","https://openalex.org/W3021353750","https://openalex.org/W2900585917"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}