{"id":"https://openalex.org/W4328051715","doi":"https://doi.org/10.1007/s13278-023-01058-z","title":"A survey on bipartite graphs embedding","display_name":"A survey on bipartite graphs embedding","publication_year":2023,"publication_date":"2023-03-21","ids":{"openalex":"https://openalex.org/W4328051715","doi":"https://doi.org/10.1007/s13278-023-01058-z"},"language":"en","primary_location":{"id":"doi:10.1007/s13278-023-01058-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s13278-023-01058-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s13278-023-01058-z.pdf","source":{"id":"https://openalex.org/S2764891196","display_name":"Social Network Analysis and Mining","issn_l":"1869-5450","issn":["1869-5450","1869-5469"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Social Network Analysis and Mining","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s13278-023-01058-z.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5031075054","display_name":"Edward Giamphy","orcid":null},"institutions":[{"id":"https://openalex.org/I78744979","display_name":"La Rochelle Universit\u00e9","ror":"https://ror.org/04mv1z119","country_code":"FR","type":"education","lineage":["https://openalex.org/I78744979"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Edward Giamphy","raw_affiliation_strings":["AI Research, Preligens, rue de Provence, 75009, Paris, Ile de France, France","L3i, La Rochelle University, Avenue Albert Einstein, 17000, La Rochelle, Charente Maritime, France"],"affiliations":[{"raw_affiliation_string":"AI Research, Preligens, rue de Provence, 75009, Paris, Ile de France, France","institution_ids":[]},{"raw_affiliation_string":"L3i, La Rochelle University, Avenue Albert Einstein, 17000, La Rochelle, Charente Maritime, France","institution_ids":["https://openalex.org/I78744979"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046943453","display_name":"Jean\u2010Loup Guillaume","orcid":"https://orcid.org/0000-0002-4615-1563"},"institutions":[{"id":"https://openalex.org/I78744979","display_name":"La Rochelle Universit\u00e9","ror":"https://ror.org/04mv1z119","country_code":"FR","type":"education","lineage":["https://openalex.org/I78744979"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jean-Loup Guillaume","raw_affiliation_strings":["L3i, La Rochelle University, Avenue Albert Einstein, 17000, La Rochelle, Charente Maritime, France"],"affiliations":[{"raw_affiliation_string":"L3i, La Rochelle University, Avenue Albert Einstein, 17000, La Rochelle, Charente Maritime, France","institution_ids":["https://openalex.org/I78744979"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033491986","display_name":"Antoine Doucet","orcid":"https://orcid.org/0000-0001-6160-3356"},"institutions":[{"id":"https://openalex.org/I78744979","display_name":"La Rochelle Universit\u00e9","ror":"https://ror.org/04mv1z119","country_code":"FR","type":"education","lineage":["https://openalex.org/I78744979"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Antoine Doucet","raw_affiliation_strings":["L3i, La Rochelle University, Avenue Albert Einstein, 17000, La Rochelle, Charente Maritime, France"],"affiliations":[{"raw_affiliation_string":"L3i, La Rochelle University, Avenue Albert Einstein, 17000, La Rochelle, Charente Maritime, France","institution_ids":["https://openalex.org/I78744979"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070059933","display_name":"Kevin Sanchis","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kevin Sanchis","raw_affiliation_strings":["AI Research, Preligens, rue de Provence, 75009, Paris, Ile de France, France"],"affiliations":[{"raw_affiliation_string":"AI Research, Preligens, rue de Provence, 75009, Paris, Ile de France, France","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5031075054"],"corresponding_institution_ids":["https://openalex.org/I78744979"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":{"value":2390,"currency":"EUR","value_usd":2990},"fwci":3.6467,"has_fulltext":true,"cited_by_count":21,"citation_normalized_percentile":{"value":0.9424511,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"13","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":0.9998000264167786,"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":0.9998000264167786,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9833999872207642,"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"}},{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.98089998960495,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/bipartite-graph","display_name":"Bipartite graph","score":0.8956314325332642},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.812090277671814},{"id":"https://openalex.org/keywords/graph-embedding","display_name":"Graph embedding","score":0.6054822206497192},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.5952489972114563},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5842171907424927},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5211912989616394},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4714568257331848},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36885693669319153}],"concepts":[{"id":"https://openalex.org/C197657726","wikidata":"https://www.wikidata.org/wiki/Q174733","display_name":"Bipartite graph","level":3,"score":0.8956314325332642},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.812090277671814},{"id":"https://openalex.org/C75564084","wikidata":"https://www.wikidata.org/wiki/Q5597085","display_name":"Graph embedding","level":3,"score":0.6054822206497192},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.5952489972114563},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5842171907424927},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5211912989616394},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4714568257331848},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36885693669319153},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s13278-023-01058-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s13278-023-01058-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s13278-023-01058-z.pdf","source":{"id":"https://openalex.org/S2764891196","display_name":"Social Network Analysis and Mining","issn_l":"1869-5450","issn":["1869-5450","1869-5469"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Social Network Analysis and Mining","raw_type":"journal-article"},{"id":"pmh:oai:repozitorij.uni-lj.si:IzpisGradiva.php?id=177961","is_oa":true,"landing_page_url":"https://repozitorij.uni-lj.si/IzpisGradiva.php?id=177961","pdf_url":null,"source":{"id":"https://openalex.org/S4377196268","display_name":"Repository of the University of Ljubljana (University of Ljubljana)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I153976015","host_organization_name":"University of Ljubljana","host_organization_lineage":["https://openalex.org/I153976015"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ISSN: 1869-5469","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:HAL:hal-04089238v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04089238","pdf_url":"https://hal.science/hal-04089238/document","source":{"id":"https://openalex.org/S4406922466","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":"Social Network Analysis and Mining, 2023, 13 (1), pp.54. ⟨10.1007/s13278-023-01058-z⟩","raw_type":"Journal articles"}],"best_oa_location":{"id":"doi:10.1007/s13278-023-01058-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s13278-023-01058-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s13278-023-01058-z.pdf","source":{"id":"https://openalex.org/S2764891196","display_name":"Social Network Analysis and Mining","issn_l":"1869-5450","issn":["1869-5450","1869-5469"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Social Network Analysis and Mining","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4328051715.pdf"},"referenced_works_count":46,"referenced_works":["https://openalex.org/W1975914563","https://openalex.org/W1982442837","https://openalex.org/W1994473607","https://openalex.org/W1999170091","https://openalex.org/W2022322548","https://openalex.org/W2025605741","https://openalex.org/W2048531216","https://openalex.org/W2076372398","https://openalex.org/W2085761620","https://openalex.org/W2113479237","https://openalex.org/W2153959628","https://openalex.org/W2154851992","https://openalex.org/W2162630660","https://openalex.org/W2168190036","https://openalex.org/W2169015768","https://openalex.org/W2219888463","https://openalex.org/W2432978112","https://openalex.org/W2475334473","https://openalex.org/W2492959872","https://openalex.org/W2524611166","https://openalex.org/W2613634969","https://openalex.org/W2767597557","https://openalex.org/W2788456731","https://openalex.org/W2798413829","https://openalex.org/W2799012401","https://openalex.org/W2907492528","https://openalex.org/W2914259457","https://openalex.org/W2962756421","https://openalex.org/W2964109414","https://openalex.org/W2964649670","https://openalex.org/W2966109107","https://openalex.org/W3034374044","https://openalex.org/W3087257704","https://openalex.org/W3104097132","https://openalex.org/W3121087702","https://openalex.org/W3172133997","https://openalex.org/W4297971002","https://openalex.org/W4300402905","https://openalex.org/W6600013530","https://openalex.org/W6600076646","https://openalex.org/W6600648412","https://openalex.org/W6601487527","https://openalex.org/W6605892068","https://openalex.org/W6633093754","https://openalex.org/W6759134339","https://openalex.org/W6810796069"],"related_works":["https://openalex.org/W3036264823","https://openalex.org/W3206528106","https://openalex.org/W2123605750","https://openalex.org/W2912814903","https://openalex.org/W2088740331","https://openalex.org/W2950907416","https://openalex.org/W3038102983","https://openalex.org/W2082479932","https://openalex.org/W2932872266","https://openalex.org/W4281484020"],"abstract_inverted_index":{"Abstract":[0],"Research":[1],"on":[2,30,98],"graph":[3,46],"representation":[4],"learning":[5],"(a.k.a.":[6],"embedding)":[7],"has":[8],"received":[9],"great":[10],"attention":[11],"in":[12,49],"recent":[13],"years":[14],"and":[15,67,79],"shows":[16],"effective":[17],"results":[18],"for":[19,36],"various":[20],"types":[21],"of":[22,34,52,60,71,92],"networks.":[23],"Nevertheless,":[24],"few":[25],"initiatives":[26],"have":[27],"been":[28],"focused":[29],"the":[31,45,50,99],"particular":[32],"case":[33,51],"embeddings":[35],"bipartite":[37,53],"graphs.":[38,54],"In":[39],"this":[40,65],"paper,":[41],"we":[42,56,75,88],"first":[43],"define":[44],"embedding":[47],"problem":[48,66],"Next,":[55],"propose":[57],"a":[58,69,90],"taxonomy":[59],"approaches":[61],"used":[62],"to":[63,83,95],"tackle":[64],"draw":[68],"description":[70,91],"state-of-the-art":[72],"methods.":[73],"Then,":[74],"establish":[76],"their":[77],"pros":[78],"cons":[80],"with":[81],"respect":[82],"conventional":[84],"network":[85],"embeddings.":[86],"Finally,":[87],"provide":[89],"available":[93],"resources":[94],"lead":[96],"experiments":[97],"subject.":[100]},"counts_by_year":[{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":3}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}