{"id":"https://openalex.org/W3092497638","doi":"https://doi.org/10.1145/3384943.3409438","title":"Network Embedding Based On Structural Information Entropy","display_name":"Network Embedding Based On Structural Information Entropy","publication_year":2020,"publication_date":"2020-10-06","ids":{"openalex":"https://openalex.org/W3092497638","doi":"https://doi.org/10.1145/3384943.3409438","mag":"3092497638"},"language":"en","primary_location":{"id":"doi:10.1145/3384943.3409438","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3384943.3409438","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd ACM International Symposium on Blockchain and Secure Critical Infrastructure","raw_type":"proceedings-article"},"type":"conference-paper","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/A5110951538","display_name":"Bo Yan","orcid":"https://orcid.org/0000-0003-1750-3803"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Yan","raw_affiliation_strings":["Beijing Institute of Technology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023876926","display_name":"Hao Zhong","orcid":"https://orcid.org/0000-0001-8960-5521"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Zhong","raw_affiliation_strings":["Beijing Institute of Technology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100726695","display_name":"Yiping Liu","orcid":"https://orcid.org/0000-0003-1477-9097"},"institutions":[{"id":"https://openalex.org/I154130895","display_name":"University of Auckland","ror":"https://ror.org/03b94tp07","country_code":"NZ","type":"education","lineage":["https://openalex.org/I154130895"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Yiping Liu","raw_affiliation_strings":["University of Auckland, Auckland , New Zealand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Auckland, Auckland , New Zealand","institution_ids":["https://openalex.org/I154130895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083914998","display_name":"Jiamou Liu","orcid":"https://orcid.org/0000-0002-0824-0899"},"institutions":[{"id":"https://openalex.org/I154130895","display_name":"University of Auckland","ror":"https://ror.org/03b94tp07","country_code":"NZ","type":"education","lineage":["https://openalex.org/I154130895"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Jiamou Liu","raw_affiliation_strings":["University of Auckland, Auckland, New Zealand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Auckland, Auckland, New Zealand","institution_ids":["https://openalex.org/I154130895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088706680","display_name":"Hong-Yi Su","orcid":"https://orcid.org/0000-0001-7233-7014"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongyi Su","raw_affiliation_strings":["Beijing Institute of Technology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021549473","display_name":"Hong Zheng","orcid":"https://orcid.org/0000-0001-9453-0798"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hong Zheng","raw_affiliation_strings":["Beijing Institute of Technology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100394056","display_name":"Sheng Zhang","orcid":"https://orcid.org/0009-0005-7727-0097"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sheng Zhang","raw_affiliation_strings":["Beijing Institute of Technology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"198","last_page":"203"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9998999834060669,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9966999888420105,"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/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9858999848365784,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7269448041915894},{"id":"https://openalex.org/keywords/network-formation","display_name":"Network formation","score":0.5981246829032898},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.5964813232421875},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.5869393348693848},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.5380020141601562},{"id":"https://openalex.org/keywords/community-structure","display_name":"Community structure","score":0.47846150398254395},{"id":"https://openalex.org/keywords/complex-network","display_name":"Complex network","score":0.437304824590683},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.43102651834487915},{"id":"https://openalex.org/keywords/network-structure","display_name":"Network structure","score":0.4114893674850464},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.409873902797699},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3211950659751892},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18622466921806335},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.07905459403991699}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7269448041915894},{"id":"https://openalex.org/C68416499","wikidata":"https://www.wikidata.org/wiki/Q7001033","display_name":"Network formation","level":2,"score":0.5981246829032898},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.5964813232421875},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.5869393348693848},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.5380020141601562},{"id":"https://openalex.org/C133079900","wikidata":"https://www.wikidata.org/wiki/Q5155065","display_name":"Community structure","level":2,"score":0.47846150398254395},{"id":"https://openalex.org/C34947359","wikidata":"https://www.wikidata.org/wiki/Q665189","display_name":"Complex network","level":2,"score":0.437304824590683},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.43102651834487915},{"id":"https://openalex.org/C2988224531","wikidata":"https://www.wikidata.org/wiki/Q20830730","display_name":"Network structure","level":2,"score":0.4114893674850464},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.409873902797699},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3211950659751892},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18622466921806335},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.07905459403991699},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3384943.3409438","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3384943.3409438","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd ACM International Symposium on Blockchain and Secure Critical Infrastructure","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W343200749","https://openalex.org/W1974633932","https://openalex.org/W2008620264","https://openalex.org/W2053186076","https://openalex.org/W2056021151","https://openalex.org/W2077506619","https://openalex.org/W2084809122","https://openalex.org/W2086254934","https://openalex.org/W2095293504","https://openalex.org/W2125317383","https://openalex.org/W2133232758","https://openalex.org/W2147027760","https://openalex.org/W2604942799","https://openalex.org/W2605234117","https://openalex.org/W2962756421","https://openalex.org/W3104097132","https://openalex.org/W6600688380","https://openalex.org/W6639313725","https://openalex.org/W6678565697","https://openalex.org/W6736262870","https://openalex.org/W6736641260","https://openalex.org/W6948116018"],"related_works":["https://openalex.org/W2034220069","https://openalex.org/W2006852656","https://openalex.org/W11097679","https://openalex.org/W3103433038","https://openalex.org/W99634672","https://openalex.org/W2366093727","https://openalex.org/W3102058415","https://openalex.org/W2625251340","https://openalex.org/W2042127627","https://openalex.org/W2078688861"],"abstract_inverted_index":{"Blockchain":[0],"is":[1,41,123],"a":[2,42,46,57,96],"complex":[3],"network":[4,14,27,47,99,115],"structure,":[5,28],"which":[6,109],"has":[7],"the":[8,13,50,62,83,103,126,136,140,147,158,161,167,170,174,180],"properties":[9],"of":[10,16,32,44,54,86,98,107,114,139,160,169,176,179],"members":[11],"and":[12,61,73,116,142,151],"relationship":[15],"their":[17],"transactions":[18],"with":[19,125],"each":[20],"other.":[21],"If":[22],"we":[23,94,163],"can":[24,110,133,144],"quantify":[25],"its":[26],"it":[29],"will":[30,65],"be":[31,66],"great":[33],"help":[34],"to":[35,48,69,155],"our":[36,131],"subsequent":[37],"work.":[38],"Network":[39],"embedding":[40,100],"method":[43,97,132],"analyzing":[45],"learn":[49],"low-dimensional":[51],"potential":[52],"representation":[53,63],"vertices":[55,87,168],"in":[56],"continuous":[58],"vector":[59],"space,":[60],"results":[64],"easily":[67],"applied":[68],"various":[70],"statistical":[71],"models":[72],"machine":[74],"learning":[75],"algorithms.":[76],"Previous":[77],"studies":[78],"have":[79],"focused":[80],"on":[81,102],"preserving":[82],"structural":[84,137],"information":[85,105],"at":[88],"specific":[89],"scales.":[90],"Inspired":[91],"by":[92],"entropy,":[93],"propose":[95],"based":[101],"structure":[104],"entropy":[106],"net-work,":[108],"embed":[111,164],"multiple":[112],"layers":[113,178],"interact":[117],"between":[118,149],"layers.":[119],"The":[120],"federated":[121],"node":[122],"embedded":[124],"community.":[127],"Experiments":[128],"show":[129,146],"that":[130],"well":[134,145],"retain":[135],"in-formation":[138],"network,":[141,162,171],"also":[143,173],"connections":[148],"nodes":[150],"communities.":[152],"In":[153],"order":[154],"explicitly":[156],"maintain":[157],"hierarchy":[159],"not":[165],"only":[166],"but":[172],"community":[175],"all":[177],"network.":[181]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}