{"id":"https://openalex.org/W2003392968","doi":"https://doi.org/10.1017/nws.2013.12","title":"Characterizing ego-networks using motifs","display_name":"Characterizing ego-networks using motifs","publication_year":2013,"publication_date":"2013-08-01","ids":{"openalex":"https://openalex.org/W2003392968","doi":"https://doi.org/10.1017/nws.2013.12","mag":"2003392968"},"language":"en","primary_location":{"id":"doi:10.1017/nws.2013.12","is_oa":false,"landing_page_url":"https://doi.org/10.1017/nws.2013.12","pdf_url":null,"source":{"id":"https://openalex.org/S2530642067","display_name":"Network Science","issn_l":"2050-1242","issn":["2050-1242","2050-1250"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311721","host_organization_name":"Cambridge University Press","host_organization_lineage":["https://openalex.org/P4310311721","https://openalex.org/P4310311702"],"host_organization_lineage_names":["Cambridge University Press","University of Cambridge"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Network Science","raw_type":"journal-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/A5059144722","display_name":"P\u00e1draig Cunningham","orcid":"https://orcid.org/0000-0002-3499-0810"},"institutions":[{"id":"https://openalex.org/I100930933","display_name":"University College Dublin","ror":"https://ror.org/05m7pjf47","country_code":"IE","type":"education","lineage":["https://openalex.org/I100930933"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"P\u00c1DRAIG CUNNINGHAM","raw_affiliation_strings":["School of Computer Science and Informatics, University College Dublin, Ireland","School of Computer Science and Informatics University College Dublin, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Informatics, University College Dublin, Ireland","institution_ids":["https://openalex.org/I100930933"]},{"raw_affiliation_string":"School of Computer Science and Informatics University College Dublin, Ireland","institution_ids":["https://openalex.org/I100930933"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035746981","display_name":"Martin Harrigan","orcid":"https://orcid.org/0000-0002-6069-7001"},"institutions":[{"id":"https://openalex.org/I100930933","display_name":"University College Dublin","ror":"https://ror.org/05m7pjf47","country_code":"IE","type":"education","lineage":["https://openalex.org/I100930933"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"MARTIN HARRIGAN","raw_affiliation_strings":["School of Computer Science and Informatics, University College Dublin, Ireland","School of Computer Science and Informatics University College Dublin, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Informatics, University College Dublin, Ireland","institution_ids":["https://openalex.org/I100930933"]},{"raw_affiliation_string":"School of Computer Science and Informatics University College Dublin, Ireland","institution_ids":["https://openalex.org/I100930933"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008175920","display_name":"Guangyu Wu","orcid":"https://orcid.org/0000-0002-5660-1249"},"institutions":[{"id":"https://openalex.org/I100930933","display_name":"University College Dublin","ror":"https://ror.org/05m7pjf47","country_code":"IE","type":"education","lineage":["https://openalex.org/I100930933"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"GUANGYU WU","raw_affiliation_strings":["School of Computer Science and Informatics, University College Dublin, Ireland","School of Computer Science and Informatics University College Dublin, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Informatics, University College Dublin, Ireland","institution_ids":["https://openalex.org/I100930933"]},{"raw_affiliation_string":"School of Computer Science and Informatics University College Dublin, Ireland","institution_ids":["https://openalex.org/I100930933"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036788731","display_name":"Derek O\u2019Callaghan","orcid":"https://orcid.org/0000-0003-0585-8631"},"institutions":[{"id":"https://openalex.org/I100930933","display_name":"University College Dublin","ror":"https://ror.org/05m7pjf47","country_code":"IE","type":"education","lineage":["https://openalex.org/I100930933"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"DEREK O'CALLAGHAN","raw_affiliation_strings":["School of Computer Science and Informatics, University College Dublin, Ireland","School of Computer Science and Informatics University College Dublin, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Informatics, University College Dublin, Ireland","institution_ids":["https://openalex.org/I100930933"]},{"raw_affiliation_string":"School of Computer Science and Informatics University College Dublin, Ireland","institution_ids":["https://openalex.org/I100930933"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I100930933"],"apc_list":null,"apc_paid":null,"fwci":1.0735,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.83807071,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"1","issue":"2","first_page":"170","last_page":"190"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12478","display_name":"Wikis in Education and Collaboration","score":0.9857000112533569,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12478","display_name":"Wikis in Education and Collaboration","score":0.9857000112533569,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.975600004196167,"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":0.9384999871253967,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/network-motif","display_name":"Network motif","score":0.7766255140304565},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6981453895568848},{"id":"https://openalex.org/keywords/motif","display_name":"Motif (music)","score":0.6515036225318909},{"id":"https://openalex.org/keywords/profiling","display_name":"Profiling (computer programming)","score":0.6125668287277222},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5052393078804016},{"id":"https://openalex.org/keywords/id-ego-and-super-ego","display_name":"Id, ego and super-ego","score":0.4463924169540405},{"id":"https://openalex.org/keywords/vector-space","display_name":"Vector space","score":0.42500314116477966},{"id":"https://openalex.org/keywords/network-structure","display_name":"Network structure","score":0.4231351315975189},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3954848051071167},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3793117105960846},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33149582147598267},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.330169141292572},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.30583763122558594},{"id":"https://openalex.org/keywords/complex-network","display_name":"Complex network","score":0.22978997230529785},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.15044313669204712},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1311594843864441},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.08420246839523315}],"concepts":[{"id":"https://openalex.org/C60723933","wikidata":"https://www.wikidata.org/wiki/Q7001080","display_name":"Network motif","level":3,"score":0.7766255140304565},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6981453895568848},{"id":"https://openalex.org/C32276052","wikidata":"https://www.wikidata.org/wiki/Q908349","display_name":"Motif (music)","level":2,"score":0.6515036225318909},{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.6125668287277222},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5052393078804016},{"id":"https://openalex.org/C9180747","wikidata":"https://www.wikidata.org/wiki/Q486893","display_name":"Id, ego and super-ego","level":2,"score":0.4463924169540405},{"id":"https://openalex.org/C13336665","wikidata":"https://www.wikidata.org/wiki/Q125977","display_name":"Vector space","level":2,"score":0.42500314116477966},{"id":"https://openalex.org/C2988224531","wikidata":"https://www.wikidata.org/wiki/Q20830730","display_name":"Network structure","level":2,"score":0.4231351315975189},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3954848051071167},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3793117105960846},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33149582147598267},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.330169141292572},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.30583763122558594},{"id":"https://openalex.org/C34947359","wikidata":"https://www.wikidata.org/wiki/Q665189","display_name":"Complex network","level":2,"score":0.22978997230529785},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.15044313669204712},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1311594843864441},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.08420246839523315},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1017/nws.2013.12","is_oa":false,"landing_page_url":"https://doi.org/10.1017/nws.2013.12","pdf_url":null,"source":{"id":"https://openalex.org/S2530642067","display_name":"Network Science","issn_l":"2050-1242","issn":["2050-1242","2050-1250"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311721","host_organization_name":"Cambridge University Press","host_organization_lineage":["https://openalex.org/P4310311721","https://openalex.org/P4310311702"],"host_organization_lineage_names":["Cambridge University Press","University of Cambridge"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Network Science","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:cup:netsci:v:1:y:2013:i:02:p:170-190_00","is_oa":false,"landing_page_url":"https://www.cambridge.org/core/product/identifier/S205012421300012X/type/journal_article","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,"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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320847","display_name":"Science Foundation Ireland","ror":"https://ror.org/0271asj38"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W16942553","https://openalex.org/W1501161035","https://openalex.org/W1516833345","https://openalex.org/W1578032449","https://openalex.org/W1816257748","https://openalex.org/W1965586806","https://openalex.org/W1967502589","https://openalex.org/W1969121955","https://openalex.org/W1995907191","https://openalex.org/W2001619934","https://openalex.org/W2002810579","https://openalex.org/W2006038621","https://openalex.org/W2022302676","https://openalex.org/W2031869443","https://openalex.org/W2039444222","https://openalex.org/W2052072249","https://openalex.org/W2056580315","https://openalex.org/W2060792498","https://openalex.org/W2079697467","https://openalex.org/W2094826395","https://openalex.org/W2095458137","https://openalex.org/W2097436041","https://openalex.org/W2098689079","https://openalex.org/W2098998168","https://openalex.org/W2102322109","https://openalex.org/W2104812688","https://openalex.org/W2105032286","https://openalex.org/W2111769012","https://openalex.org/W2112063328","https://openalex.org/W2112262143","https://openalex.org/W2112554371","https://openalex.org/W2113953610","https://openalex.org/W2116645510","https://openalex.org/W2117568455","https://openalex.org/W2132092465","https://openalex.org/W2132241193","https://openalex.org/W2135838082","https://openalex.org/W2136268441","https://openalex.org/W2147286743","https://openalex.org/W2150540492","https://openalex.org/W2151674698","https://openalex.org/W2153624566","https://openalex.org/W2159156271","https://openalex.org/W2160268549","https://openalex.org/W2161734804","https://openalex.org/W2334311856","https://openalex.org/W2527497076","https://openalex.org/W2553595002","https://openalex.org/W2963997978","https://openalex.org/W4205475721","https://openalex.org/W4212790573","https://openalex.org/W4237690029","https://openalex.org/W6630081584","https://openalex.org/W6674909436"],"related_works":["https://openalex.org/W3079957389","https://openalex.org/W3113308218","https://openalex.org/W4205962317","https://openalex.org/W2938754949","https://openalex.org/W1756231890","https://openalex.org/W2895237160","https://openalex.org/W1965687403","https://openalex.org/W2369619459","https://openalex.org/W2021210734","https://openalex.org/W2017454511"],"abstract_inverted_index":{"Abstract":[0],"We":[1,74],"assess":[2],"the":[3,14,49,62,81,94],"potential":[4],"of":[5,48,83],"network":[6,45,50,71],"motif":[7,72],"profiles":[8],"to":[9,24],"characterize":[10],"ego-networks":[11],"in":[12,27,43,46,52,70,93],"much":[13],"same":[15],"way":[16],"that":[17],"a":[18,28,37,44],"bag-of-words":[19],"strategy":[20,39],"allows":[21],"text":[22],"documents":[23],"be":[25],"compared":[26],"vector":[29],"space":[30],"framework.":[31],"This":[32],"is":[33],"potentially":[34],"valuable":[35],"as":[36],"generic":[38],"for":[40],"comparing":[41],"nodes":[42],"terms":[47],"structure":[51],"which":[53],"they":[54],"are":[55],"embedded.":[56],"In":[57],"this":[58],"paper,":[59],"we":[60],"consider":[61],"computational":[63],"challenges":[64],"and":[65,90],"model":[66],"selection":[67],"decisions":[68],"involved":[69],"profiling.":[73],"also":[75],"present":[76],"three":[77],"case":[78],"studies":[79],"concerning":[80],"analysis":[82],"Wikipedia":[84],"edit":[85],"networks,":[86],"YouTube":[87],"spam":[88],"campaigns,":[89],"peer-to-peer":[91],"lending":[92],"Prosper":[95],"marketplace.":[96]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":5},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}