{"id":"https://openalex.org/W2070265204","doi":"https://doi.org/10.1145/1772690.1772778","title":"Measurement-calibrated graph models for social network experiments","display_name":"Measurement-calibrated graph models for social network experiments","publication_year":2010,"publication_date":"2010-04-26","ids":{"openalex":"https://openalex.org/W2070265204","doi":"https://doi.org/10.1145/1772690.1772778","mag":"2070265204"},"language":"en","primary_location":{"id":"doi:10.1145/1772690.1772778","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1772690.1772778","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 19th international conference on World wide web","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/A5029966654","display_name":"Alessandra Sala","orcid":"https://orcid.org/0000-0003-2966-1518"},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alessandra Sala","raw_affiliation_strings":["University of California Santa Barbara, Santa Barbara, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California Santa Barbara, Santa Barbara, CA, USA","institution_ids":["https://openalex.org/I154570441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026303574","display_name":"Lili Cao","orcid":"https://orcid.org/0000-0002-6878-4599"},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lili Cao","raw_affiliation_strings":["University of California Santa Barbara, Santa Barbara, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California Santa Barbara, Santa Barbara, CA, USA","institution_ids":["https://openalex.org/I154570441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072703507","display_name":"Christo Wilson","orcid":"https://orcid.org/0000-0002-5268-004X"},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christo Wilson","raw_affiliation_strings":["University of California Santa Barbara, Santa Barbara, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California Santa Barbara, Santa Barbara, CA, USA","institution_ids":["https://openalex.org/I154570441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014520521","display_name":"Robert Zablit","orcid":null},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Robert Zablit","raw_affiliation_strings":["University of California Santa Barbara, Santa Barbara, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California Santa Barbara, Santa Barbara, CA, USA","institution_ids":["https://openalex.org/I154570441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022672030","display_name":"Hai-Tao Zheng","orcid":"https://orcid.org/0000-0001-5128-5649"},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Haitao Zheng","raw_affiliation_strings":["University of California Santa Barbara, Santa Barbara, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California Santa Barbara, Santa Barbara, CA, USA","institution_ids":["https://openalex.org/I154570441"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108248360","display_name":"Ben Y. Zhao","orcid":"https://orcid.org/0009-0003-8909-0494"},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ben Y. Zhao","raw_affiliation_strings":["University of California Santa Barbara, Santa Barbara, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California Santa Barbara, Santa Barbara, CA, USA","institution_ids":["https://openalex.org/I154570441"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I154570441"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":174,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"861","last_page":"870"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"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"}},"topics":[{"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9980000257492065,"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/computer-science","display_name":"Computer science","score":0.8256388902664185},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.6158419251441956},{"id":"https://openalex.org/keywords/social-graph","display_name":"Social graph","score":0.6095400452613831},{"id":"https://openalex.org/keywords/ranging","display_name":"Ranging","score":0.5947875380516052},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5129315853118896},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.47813355922698975},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4619392156600952},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.4447844922542572},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.39189720153808594},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.30370619893074036},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.29946357011795044},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.23488175868988037},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.09993529319763184}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8256388902664185},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.6158419251441956},{"id":"https://openalex.org/C2777522414","wikidata":"https://www.wikidata.org/wiki/Q648457","display_name":"Social graph","level":3,"score":0.6095400452613831},{"id":"https://openalex.org/C115051666","wikidata":"https://www.wikidata.org/wiki/Q6522493","display_name":"Ranging","level":2,"score":0.5947875380516052},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5129315853118896},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.47813355922698975},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4619392156600952},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.4447844922542572},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.39189720153808594},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.30370619893074036},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.29946357011795044},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.23488175868988037},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.09993529319763184},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/1772690.1772778","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1772690.1772778","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 19th international conference on World wide web","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.154.1021","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.154.1021","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://cs.ucsb.edu/~ravenben/publications/pdf/socialmodel-www10.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.360.9781","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.360.9781","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.ucsb.edu/~alessandra/papers/sala_www2010.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.649.8578","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.649.8578","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.ccs.neu.edu/home/cbw/pdf/socialmodel-www10.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.550000011920929,"display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W57782380","https://openalex.org/W1509029128","https://openalex.org/W1520914943","https://openalex.org/W1616788770","https://openalex.org/W1987236914","https://openalex.org/W1997517797","https://openalex.org/W2000042664","https://openalex.org/W2007541434","https://openalex.org/W2008620264","https://openalex.org/W2033193852","https://openalex.org/W2033314190","https://openalex.org/W2047443612","https://openalex.org/W2055634295","https://openalex.org/W2075842432","https://openalex.org/W2101890615","https://openalex.org/W2111708605","https://openalex.org/W2112090702","https://openalex.org/W2115022330","https://openalex.org/W2115579680","https://openalex.org/W2121761994","https://openalex.org/W2122410182","https://openalex.org/W2122710250","https://openalex.org/W2122929441","https://openalex.org/W2130233069","https://openalex.org/W2131112624","https://openalex.org/W2137688035","https://openalex.org/W2150063142","https://openalex.org/W2159675343","https://openalex.org/W2163263459","https://openalex.org/W2166748118","https://openalex.org/W2168526271","https://openalex.org/W2172067437","https://openalex.org/W3103362336","https://openalex.org/W3121379941","https://openalex.org/W3143219376","https://openalex.org/W4214904560","https://openalex.org/W4240443285","https://openalex.org/W4241669766","https://openalex.org/W4248920304","https://openalex.org/W6658527287"],"related_works":["https://openalex.org/W1983063916","https://openalex.org/W4362644772","https://openalex.org/W2158052187","https://openalex.org/W2116533290","https://openalex.org/W2948091038","https://openalex.org/W2034279876","https://openalex.org/W3086197249","https://openalex.org/W2132828661","https://openalex.org/W3004249040","https://openalex.org/W2735598854"],"abstract_inverted_index":{"Access":[0],"to":[1,8,32,40,86],"realistic,":[2],"complex":[3],"graph":[4,18,50],"datasets":[5,51,65,75],"is":[6],"critical":[7,21],"research":[9],"on":[10,17],"social":[11,36,103],"networking":[12],"systems":[13,25],"and":[14,26,35,44,58,96],"applications.":[15],"Simulations":[16],"data":[19],"provide":[20],"evaluation":[22],"of":[23,47,63,92,101],"new":[24],"applications":[27],"ranging":[28],"from":[29],"community":[30],"detection":[31],"spam":[33],"filtering":[34],"web":[37],"search.":[38],"Due":[39],"the":[41,67,106,110],"high":[42],"time":[43],"resource":[45],"costs":[46,91],"gathering":[48],"real":[49,74],"through":[52],"direct":[53],"measurements,":[54],"researchers":[55],"are":[56],"anonymizing":[57],"sharing":[59],"a":[60,98],"small":[61,99],"number":[62,100],"valuable":[64],"with":[66],"community.":[68],"However,":[69],"performing":[70],"experiments":[71],"using":[72],"shared":[73],"faces":[76],"three":[77],"key":[78],"disadvantages:":[79],"concerns":[80],"that":[81,97],"graphs":[82,104],"can":[83],"be":[84],"de-anonymized":[85],"reveal":[87],"private":[88],"information,":[89],"increasing":[90],"distributing":[93],"large":[94],"datasets,":[95],"available":[102],"limits":[105],"statistical":[107],"confidence":[108],"in":[109],"results.":[111]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":11},{"year":2019,"cited_by_count":8},{"year":2018,"cited_by_count":10},{"year":2017,"cited_by_count":12},{"year":2016,"cited_by_count":15},{"year":2015,"cited_by_count":23},{"year":2014,"cited_by_count":19},{"year":2013,"cited_by_count":18},{"year":2012,"cited_by_count":22}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
