{"id":"https://openalex.org/W180824466","doi":null,"title":"Structural analysis of large networks: observations and applications","display_name":"Structural analysis of large networks: observations and applications","publication_year":2010,"publication_date":"2010-01-01","ids":{"openalex":"https://openalex.org/W180824466","mag":"180824466"},"language":"en","primary_location":{"id":"mag:180824466","doi":null,"is_oa":false,"landing_page_url":"http://repository.cmu.edu/cgi/viewcontent.cgi?article=1014&context=dissertations","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"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/A5035605036","display_name":"Christos Faloutsos","orcid":"https://orcid.org/0000-0003-2996-9790","observed_orcids":["https://orcid.org/0000-0003-2996-9790"]},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christos Faloutsos","raw_affiliation_strings":["Carnegie Mellon University"],"raw_orcid":"https://orcid.org/0000-0003-2996-9790","affiliations":[{"raw_affiliation_string":"Carnegie Mellon University","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004165506","display_name":"Alan L. Montgomery","orcid":"https://orcid.org/0000-0001-8375-3785","observed_orcids":["https://orcid.org/0000-0001-8375-3785"]},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alan L. Montgomery","raw_affiliation_strings":["Carnegie Mellon University"],"raw_orcid":"https://orcid.org/0000-0001-8375-3785","affiliations":[{"raw_affiliation_string":"Carnegie Mellon University","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045761180","display_name":"Mary McGlohon","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mary McGlohon","raw_affiliation_strings":["Carnegie Mellon University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University","institution_ids":["https://openalex.org/I74973139"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I74973139"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"180","last_page":"180"},"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/T12292","display_name":"Graph Theory and Algorithms","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.0,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/large-scale-network-analysis","display_name":"large-scale network analysis","score":0.7160000205039978},{"id":"https://openalex.org/keywords/social-network-structure","display_name":"social network structure","score":0.5389999747276306},{"id":"https://openalex.org/keywords/network-topology","display_name":"network topology","score":0.8849999904632568},{"id":"https://openalex.org/keywords/network-generators","display_name":"network generators","score":0.7490000128746033},{"id":"https://openalex.org/keywords/online-social-networks","display_name":"social networking sites","score":0.7670000195503235},{"id":"https://openalex.org/keywords/blogs","display_name":"blogs","score":0.8880000114440918},{"id":"https://openalex.org/keywords/network-effects","display_name":"network effects","score":0.847000002861023}],"concepts":[{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.6994609236717224},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6499006748199463},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5681572556495667},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.5102319717407227},{"id":"https://openalex.org/C137753397","wikidata":"https://www.wikidata.org/wiki/Q2434424","display_name":"Network science","level":3,"score":0.49227777123451233},{"id":"https://openalex.org/C2780992000","wikidata":"https://www.wikidata.org/wiki/Q17016113","display_name":"Generator (circuit theory)","level":3,"score":0.474069744348526},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4566253423690796},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4565723240375519},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.452594518661499},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4454176425933838},{"id":"https://openalex.org/C114713312","wikidata":"https://www.wikidata.org/wiki/Q7551269","display_name":"Social network analysis","level":3,"score":0.4273374378681183},{"id":"https://openalex.org/C2778805511","wikidata":"https://www.wikidata.org/wiki/Q1713","display_name":"Citation","level":2,"score":0.4223948121070862},{"id":"https://openalex.org/C2780388253","wikidata":"https://www.wikidata.org/wiki/Q5421508","display_name":"Exponent","level":2,"score":0.42197978496551514},{"id":"https://openalex.org/C34947359","wikidata":"https://www.wikidata.org/wiki/Q665189","display_name":"Complex network","level":2,"score":0.37419378757476807},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.3362240195274353},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.29294443130493164},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.27451467514038086},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.17137500643730164},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:180824466","doi":null,"is_oa":false,"landing_page_url":"http://repository.cmu.edu/cgi/viewcontent.cgi?article=1014&context=dissertations","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":188,"referenced_works":["https://openalex.org/W20948002","https://openalex.org/W42722137","https://openalex.org/W44922009","https://openalex.org/W69239580","https://openalex.org/W73370836","https://openalex.org/W77383249","https://openalex.org/W84889933","https://openalex.org/W166746224","https://openalex.org/W183526169","https://openalex.org/W196969749","https://openalex.org/W265896103","https://openalex.org/W577873756","https://openalex.org/W614292149","https://openalex.org/W638967688","https://openalex.org/W1482680420","https://openalex.org/W1489677531","https://openalex.org/W1492581097","https://openalex.org/W1495750374","https://openalex.org/W1495762646","https://openalex.org/W1497443639","https://openalex.org/W1501825524","https://openalex.org/W1517113043","https://openalex.org/W1517590677","https://openalex.org/W1518818511","https://openalex.org/W1521233381","https://openalex.org/W1526841711","https://openalex.org/W1532908237","https://openalex.org/W1533903614","https://openalex.org/W1538524459","https://openalex.org/W1551385575","https://openalex.org/W1551655971","https://openalex.org/W1552339598","https://openalex.org/W1556344493","https://openalex.org/W1562536132","https://openalex.org/W1572923654","https://openalex.org/W1573579329","https://openalex.org/W1575476631","https://openalex.org/W1594509342","https://openalex.org/W1606050636","https://openalex.org/W1607356786","https://openalex.org/W1616338336","https://openalex.org/W1643412971","https://openalex.org/W1656132379","https://openalex.org/W1854214752","https://openalex.org/W1904715515","https://openalex.org/W1963879557","https://openalex.org/W1965681236","https://openalex.org/W1967822648","https://openalex.org/W1967880951","https://openalex.org/W1970655212","https://openalex.org/W1970874697","https://openalex.org/W1971421925","https://openalex.org/W1972309850","https://openalex.org/W1976969221","https://openalex.org/W1977001629","https://openalex.org/W1979877030","https://openalex.org/W1986591214","https://openalex.org/W1992270714","https://openalex.org/W1993006466","https://openalex.org/W1993607151","https://openalex.org/W1993803315","https://openalex.org/W1994473607","https://openalex.org/W1994810601","https://openalex.org/W1995875735","https://openalex.org/W2001498147","https://openalex.org/W2002396510","https://openalex.org/W2004308928","https://openalex.org/W2008620264","https://openalex.org/W2010421807","https://openalex.org/W2014693370","https://openalex.org/W2019599312","https://openalex.org/W2021093430","https://openalex.org/W2026302857","https://openalex.org/W2032280284","https://openalex.org/W2035745790","https://openalex.org/W2036868363","https://openalex.org/W2038063928","https://openalex.org/W2038195874","https://openalex.org/W2040615703","https://openalex.org/W2041157860","https://openalex.org/W2042123098","https://openalex.org/W2044881936","https://openalex.org/W2047756776","https://openalex.org/W2049058890","https://openalex.org/W2049633694","https://openalex.org/W2051314659","https://openalex.org/W2055287819","https://openalex.org/W2055620707","https://openalex.org/W2056609785","https://openalex.org/W2056643656","https://openalex.org/W2059239694","https://openalex.org/W2061122559","https://openalex.org/W2061820396","https://openalex.org/W2064168048","https://openalex.org/W2065096118","https://openalex.org/W2073689275","https://openalex.org/W2073923396","https://openalex.org/W2078206416","https://openalex.org/W2082398729","https://openalex.org/W2085423423","https://openalex.org/W2085761620","https://openalex.org/W2087294982","https://openalex.org/W2095293504","https://openalex.org/W2098930385","https://openalex.org/W2099521584","https://openalex.org/W2099934438","https://openalex.org/W2102322109","https://openalex.org/W2102759005","https://openalex.org/W2102931907","https://openalex.org/W2103040786","https://openalex.org/W2107666336","https://openalex.org/W2108050790","https://openalex.org/W2110784166","https://openalex.org/W2111289574","https://openalex.org/W2111708605","https://openalex.org/W2112090702","https://openalex.org/W2112278052","https://openalex.org/W2112440119","https://openalex.org/W2113630591","https://openalex.org/W2113880421","https://openalex.org/W2113889316","https://openalex.org/W2114696370","https://openalex.org/W2115579680","https://openalex.org/W2116216325","https://openalex.org/W2118009636","https://openalex.org/W2120595041","https://openalex.org/W2120797124","https://openalex.org/W2121871834","https://openalex.org/W2122710250","https://openalex.org/W2123827533","https://openalex.org/W2124301083","https://openalex.org/W2124486211","https://openalex.org/W2124637492","https://openalex.org/W2126908011","https://openalex.org/W2127005418","https://openalex.org/W2127492100","https://openalex.org/W2128005952","https://openalex.org/W2128181433","https://openalex.org/W2129620481","https://openalex.org/W2130067743","https://openalex.org/W2130416261","https://openalex.org/W2130706307","https://openalex.org/W2132559268","https://openalex.org/W2133357323","https://openalex.org/W2133415276","https://openalex.org/W2134353060","https://openalex.org/W2136997350","https://openalex.org/W2138621811","https://openalex.org/W2140984629","https://openalex.org/W2141631351","https://openalex.org/W2142245837","https://openalex.org/W2144780381","https://openalex.org/W2146603609","https://openalex.org/W2147083002","https://openalex.org/W2148039410","https://openalex.org/W2148123869","https://openalex.org/W2149535930","https://openalex.org/W2150739536","https://openalex.org/W2151078464","https://openalex.org/W2151118940","https://openalex.org/W2153387921","https://openalex.org/W2156950966","https://openalex.org/W2160660844","https://openalex.org/W2161159469","https://openalex.org/W2161728228","https://openalex.org/W2166037832","https://openalex.org/W2166377520","https://openalex.org/W2170641288","https://openalex.org/W2170726034","https://openalex.org/W2243945130","https://openalex.org/W2275735758","https://openalex.org/W2295428206","https://openalex.org/W2315398832","https://openalex.org/W2568511220","https://openalex.org/W2585459224","https://openalex.org/W2608560640","https://openalex.org/W2612002453","https://openalex.org/W2769133055","https://openalex.org/W2799002609","https://openalex.org/W2905110430","https://openalex.org/W2950627632","https://openalex.org/W3099514962","https://openalex.org/W3103362336","https://openalex.org/W3122000667","https://openalex.org/W3122123918","https://openalex.org/W3123091093","https://openalex.org/W3143219376","https://openalex.org/W6884738613"],"related_works":["https://openalex.org/W7097060228","https://openalex.org/W7095915835","https://openalex.org/W2275735758","https://openalex.org/W2106533374","https://openalex.org/W2293948598","https://openalex.org/W2578553686","https://openalex.org/W2119708836","https://openalex.org/W2597760108","https://openalex.org/W6989260084","https://openalex.org/W7095495066"],"abstract_inverted_index":{"Network":[0],"data":[1,22],"(also":[2],"referred":[3],"to":[4,51,60,71,118],"as":[5,88,112,142],"relational":[6],"data,":[7,10,170],"social":[8,34,85],"network":[9,107,173],"real":[11,155],"graph":[12],"data)":[13],"has":[14,23],"become":[15,24],"ubiquitous,":[16],"and":[17,38,47,74,90,109,130,150],"understanding":[18],"patterns":[19,105],"in":[20,33,83,106,154,168,179],"this":[21],"an":[25],"important":[26],"research":[27],"problem.":[28],"We":[29,77,101,138],"investigate":[30],"how":[31,39],"interactions":[32,41],"networks":[35,86],"are":[36,97],"formed":[37],"these":[40,45,49],"facilitate":[42],"diffusion,":[43],"model":[44],"behaviors,":[46],"apply":[48],"findings":[50],"real-world":[52],"problems.":[53],"\r\nWe":[54],"examined":[55],"graphs":[56],"of":[57,134,165],"size":[58,133],"up":[59],"16":[61],"million":[62],"nodes,":[63],"across":[64],"many":[65],"domains":[66],"from":[67],"academic":[68],"citation":[69],"networks,":[70],"campaign":[72],"contributions":[73,96],"actor-movie":[75],"networks.":[76],"also":[78],"performed":[79],"several":[80,103,158],"case":[81,159],"studies":[82],"online":[84],"such":[87,111,141],"blogs":[89],"message":[91],"board":[92],"communities.":[93],"\r\nOur":[94],"major":[95],"the":[98,131,143],"following:":[99],"(a)":[100],"discover":[102],"surprising":[104],"topology":[108],"interactions,":[110],"Popularity":[113],"Decay":[114],"power":[115,125],"law":[116,126],"(in-links":[117],"a":[119,124,162,176],"blog":[120],"post":[121],"decay":[122],"with":[123,127],"\u22121.5":[128],"exponent)":[129],"oscillating":[132],"connected":[135],"components;":[136],"(b)":[137],"propose":[139],"generators":[140],"Butterfly":[144],"generator":[145],"that":[146],"reproduce":[147],"both":[148],"established":[149],"new":[151],"properties":[152],"found":[153],"networks;":[156],"(c)":[157],"studies,":[160],"including":[161],"proposed":[163],"method":[164],"detecting":[166],"misstatements":[167],"accounting":[169],"where":[171],"using":[172],"effects":[174],"gave":[175],"significant":[177],"boost":[178],"detection":[180],"accuracy.":[181]},"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-06-24T00:00:00"}
