{"id":"https://openalex.org/W2086182666","doi":"https://doi.org/10.1145/2491159.2491168","title":"Metric convergence in social network sampling","display_name":"Metric convergence in social network sampling","publication_year":2013,"publication_date":"2013-08-13","ids":{"openalex":"https://openalex.org/W2086182666","doi":"https://doi.org/10.1145/2491159.2491168","mag":"2086182666"},"language":"en","primary_location":{"id":"doi:10.1145/2491159.2491168","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2491159.2491168","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/2491159.2491168","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 5th ACM workshop on HotPlanet","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/2491159.2491168","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000335949","display_name":"Christian Doerr","orcid":null},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Christian Doerr","raw_affiliation_strings":["Delft University of Technology, Delft, Netherlands","Delft University of Technology, Delft, Netherlands;"],"affiliations":[{"raw_affiliation_string":"Delft University of Technology, Delft, Netherlands","institution_ids":["https://openalex.org/I98358874"]},{"raw_affiliation_string":"Delft University of Technology, Delft, Netherlands;","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066257891","display_name":"Norbert Blenn","orcid":null},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Norbert Blenn","raw_affiliation_strings":["Delft University of Technology, Dleft, Netherlands"],"affiliations":[{"raw_affiliation_string":"Delft University of Technology, Dleft, Netherlands","institution_ids":["https://openalex.org/I98358874"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5000335949"],"corresponding_institution_ids":["https://openalex.org/I98358874"],"apc_list":null,"apc_paid":null,"fwci":2.7412,"has_fulltext":true,"cited_by_count":42,"citation_normalized_percentile":{"value":0.90584992,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"45","last_page":"50"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":1.0,"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":1.0,"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/T10742","display_name":"Peer-to-Peer Network Technologies","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.989799976348877,"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/crawling","display_name":"Crawling","score":0.9121708869934082},{"id":"https://openalex.org/keywords/representativeness-heuristic","display_name":"Representativeness heuristic","score":0.7455402612686157},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7403544187545776},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5916628837585449},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5660754442214966},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.4538007378578186},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4513130486011505},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.45032304525375366},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.44255533814430237},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4378058910369873},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.41958943009376526},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.3749697208404541},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.18603438138961792},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1636286973953247},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.13391438126564026}],"concepts":[{"id":"https://openalex.org/C100368936","wikidata":"https://www.wikidata.org/wiki/Q1411725","display_name":"Crawling","level":2,"score":0.9121708869934082},{"id":"https://openalex.org/C37381756","wikidata":"https://www.wikidata.org/wiki/Q20203288","display_name":"Representativeness heuristic","level":2,"score":0.7455402612686157},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7403544187545776},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5916628837585449},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5660754442214966},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.4538007378578186},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4513130486011505},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.45032304525375366},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.44255533814430237},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4378058910369873},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.41958943009376526},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.3749697208404541},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.18603438138961792},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1636286973953247},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.13391438126564026},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C105702510","wikidata":"https://www.wikidata.org/wiki/Q514","display_name":"Anatomy","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2491159.2491168","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2491159.2491168","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/2491159.2491168","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 5th ACM workshop on HotPlanet","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.404.7260","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.404.7260","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://conferences.sigcomm.org/sigcomm/2013/papers/hotplanet/p45.pdf","raw_type":"text"}],"best_oa_location":{"id":"doi:10.1145/2491159.2491168","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2491159.2491168","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/2491159.2491168","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 5th ACM workshop on HotPlanet","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.6800000071525574,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2086182666.pdf","grobid_xml":"https://content.openalex.org/works/W2086182666.grobid-xml"},"referenced_works_count":14,"referenced_works":["https://openalex.org/W144868394","https://openalex.org/W1514107797","https://openalex.org/W2042359627","https://openalex.org/W2067191635","https://openalex.org/W2084862036","https://openalex.org/W2108820788","https://openalex.org/W2110117460","https://openalex.org/W2111708605","https://openalex.org/W2137135938","https://openalex.org/W2168097908","https://openalex.org/W2752885492","https://openalex.org/W3145128584","https://openalex.org/W4241491750","https://openalex.org/W6630727257"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2358547986","https://openalex.org/W2319283426","https://openalex.org/W2101250918","https://openalex.org/W2089702591","https://openalex.org/W4361022379","https://openalex.org/W3136368534","https://openalex.org/W1965115716","https://openalex.org/W2983880603","https://openalex.org/W2187303529"],"abstract_inverted_index":{"While":[0],"enabling":[1],"new":[2],"research":[3],"questions":[4],"and":[5,58,91,103,107],"methodologies,":[6],"the":[7,20,49,52,59,70,76,88,123],"massive":[8],"size":[9,93],"of":[10,22,38,54,61,78,87,112,122],"social":[11],"media":[12],"platforms":[13],"also":[14],"poses":[15],"a":[16,85,109,119],"significant":[17],"issue":[18],"for":[19],"analysis":[21],"these":[23,39],"networks.":[24],"In":[25],"order":[26],"to":[27,36,42,64,66,116],"deal":[28],"with":[29],"this":[30],"data":[31,62,113],"volume,":[32],"researchers":[33],"typically":[34],"turn":[35],"samples":[37],"graph":[40,98],"structures":[41],"conduct":[43],"their":[44],"analysis.":[45],"This":[46,73],"however":[47],"raises":[48],"question":[50],"about":[51,69],"representativeness":[53],"such":[55],"limited":[56],"crawls,":[57],"amount":[60,111],"necessary":[63],"come":[65],"stable":[67,120],"predictions":[68],"underlying":[71,124],"systems.":[72],"paper":[74],"analyzes":[75],"convergence":[77],"six":[79],"commonly":[80],"used":[81],"topological":[82],"metrics":[83],"as":[84],"function":[86],"crawling":[89,99],"method":[90],"sample":[92],"used.":[94],"We":[95],"find":[96],"that":[97,108],"methods":[100],"drastically":[101],"over-":[102],"underestimate":[104],"network":[105],"metrics,":[106],"non-trivial":[110],"is":[114],"needed":[115],"arrive":[117],"at":[118],"estimate":[121],"network.":[125]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":11},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":5},{"year":2013,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}