{"id":"https://openalex.org/W2889672206","doi":"https://doi.org/10.1109/tnse.2018.2870671","title":"Exponentially Twisted Sampling for Centrality Analysis and Community Detection in Attributed Networks","display_name":"Exponentially Twisted Sampling for Centrality Analysis and Community Detection in Attributed Networks","publication_year":2018,"publication_date":"2018-09-17","ids":{"openalex":"https://openalex.org/W2889672206","doi":"https://doi.org/10.1109/tnse.2018.2870671","mag":"2889672206"},"language":"en","primary_location":{"id":"doi:10.1109/tnse.2018.2870671","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnse.2018.2870671","pdf_url":null,"source":{"id":"https://openalex.org/S2484352698","display_name":"IEEE Transactions on Network Science and Engineering","issn_l":"2327-4697","issn":["2327-4697","2334-329X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Network Science and Engineering","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/A5111005302","display_name":"Cheng-Hsun Chang","orcid":"https://orcid.org/0009-0002-0609-3490"},"institutions":[{"id":"https://openalex.org/I25846049","display_name":"National Tsing Hua University","ror":"https://ror.org/00zdnkx70","country_code":"TW","type":"education","lineage":["https://openalex.org/I25846049"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Cheng-Hsun Chang","raw_affiliation_strings":["Institute of Communications Engineering, National Tsing Hua University, Hsinchu, R.O.C"],"affiliations":[{"raw_affiliation_string":"Institute of Communications Engineering, National Tsing Hua University, Hsinchu, R.O.C","institution_ids":["https://openalex.org/I25846049"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016945609","display_name":"Cheng\u2010Shang Chang","orcid":"https://orcid.org/0000-0002-5386-4756"},"institutions":[{"id":"https://openalex.org/I25846049","display_name":"National Tsing Hua University","ror":"https://ror.org/00zdnkx70","country_code":"TW","type":"education","lineage":["https://openalex.org/I25846049"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Cheng-Shang Chang","raw_affiliation_strings":["Institute of Communications Engineering, National Tsing Hua University, Hsinchu, R.O.C"],"affiliations":[{"raw_affiliation_string":"Institute of Communications Engineering, National Tsing Hua University, Hsinchu, R.O.C","institution_ids":["https://openalex.org/I25846049"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038232767","display_name":"Chia-Tai Chang","orcid":null},"institutions":[{"id":"https://openalex.org/I25846049","display_name":"National Tsing Hua University","ror":"https://ror.org/00zdnkx70","country_code":"TW","type":"education","lineage":["https://openalex.org/I25846049"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chia-Tai Chang","raw_affiliation_strings":["Institute of Communications Engineering, National Tsing Hua University, Hsinchu, R.O.C"],"affiliations":[{"raw_affiliation_string":"Institute of Communications Engineering, National Tsing Hua University, Hsinchu, R.O.C","institution_ids":["https://openalex.org/I25846049"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043136272","display_name":"Duan\u2010Shin Lee","orcid":"https://orcid.org/0000-0003-4578-2002"},"institutions":[{"id":"https://openalex.org/I25846049","display_name":"National Tsing Hua University","ror":"https://ror.org/00zdnkx70","country_code":"TW","type":"education","lineage":["https://openalex.org/I25846049"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Duan-Shin Lee","raw_affiliation_strings":["Institute of Communications Engineering, National Tsing Hua University, Hsinchu, R.O.C"],"affiliations":[{"raw_affiliation_string":"Institute of Communications Engineering, National Tsing Hua University, Hsinchu, R.O.C","institution_ids":["https://openalex.org/I25846049"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081012062","display_name":"Ping-En Lu","orcid":"https://orcid.org/0000-0002-1352-0983"},"institutions":[{"id":"https://openalex.org/I25846049","display_name":"National Tsing Hua University","ror":"https://ror.org/00zdnkx70","country_code":"TW","type":"education","lineage":["https://openalex.org/I25846049"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ping-En Lu","raw_affiliation_strings":["Institute of Communications Engineering, National Tsing Hua University, Hsinchu, R.O.C"],"affiliations":[{"raw_affiliation_string":"Institute of Communications Engineering, National Tsing Hua University, Hsinchu, R.O.C","institution_ids":["https://openalex.org/I25846049"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5111005302"],"corresponding_institution_ids":["https://openalex.org/I25846049"],"apc_list":null,"apc_paid":null,"fwci":0.7541,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.71182944,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"6","issue":"4","first_page":"684","last_page":"697"},"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/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9957000017166138,"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/T11644","display_name":"Spam and Phishing Detection","score":0.9672999978065491,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/centrality","display_name":"Centrality","score":0.732271671295166},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5392746925354004},{"id":"https://openalex.org/keywords/exponential-growth","display_name":"Exponential growth","score":0.5304408073425293},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.4878259003162384},{"id":"https://openalex.org/keywords/network-analysis","display_name":"Network analysis","score":0.4436536133289337},{"id":"https://openalex.org/keywords/complex-network","display_name":"Complex network","score":0.41108572483062744},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2720634639263153},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.23907721042633057},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.20856642723083496},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13535535335540771},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.11149904131889343},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.11105993390083313},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.1054413914680481}],"concepts":[{"id":"https://openalex.org/C53811970","wikidata":"https://www.wikidata.org/wiki/Q5062194","display_name":"Centrality","level":2,"score":0.732271671295166},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5392746925354004},{"id":"https://openalex.org/C75235859","wikidata":"https://www.wikidata.org/wiki/Q582659","display_name":"Exponential growth","level":2,"score":0.5304408073425293},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.4878259003162384},{"id":"https://openalex.org/C32946077","wikidata":"https://www.wikidata.org/wiki/Q618079","display_name":"Network analysis","level":2,"score":0.4436536133289337},{"id":"https://openalex.org/C34947359","wikidata":"https://www.wikidata.org/wiki/Q665189","display_name":"Complex network","level":2,"score":0.41108572483062744},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2720634639263153},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.23907721042633057},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.20856642723083496},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13535535335540771},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.11149904131889343},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.11105993390083313},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.1054413914680481},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tnse.2018.2870671","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnse.2018.2870671","pdf_url":null,"source":{"id":"https://openalex.org/S2484352698","display_name":"IEEE Transactions on Network Science and Engineering","issn_l":"2327-4697","issn":["2327-4697","2334-329X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Network Science and Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.4699999988079071}],"awards":[{"id":"https://openalex.org/G467257107","display_name":null,"funder_award_id":"MOST 105-2221-E-007-037-MY3","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"}],"funders":[{"id":"https://openalex.org/F4320322795","display_name":"Ministry of Science and Technology, Taiwan","ror":"https://ror.org/02kv4zf79"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":61,"referenced_works":["https://openalex.org/W1556911442","https://openalex.org/W1580385316","https://openalex.org/W1582443468","https://openalex.org/W1612336946","https://openalex.org/W1856487264","https://openalex.org/W1875112053","https://openalex.org/W1943383135","https://openalex.org/W1971421925","https://openalex.org/W1971937094","https://openalex.org/W1978905175","https://openalex.org/W1992419399","https://openalex.org/W2011430131","https://openalex.org/W2012921801","https://openalex.org/W2015953751","https://openalex.org/W2022704179","https://openalex.org/W2023968567","https://openalex.org/W2038920443","https://openalex.org/W2044988896","https://openalex.org/W2047940964","https://openalex.org/W2054152820","https://openalex.org/W2054997715","https://openalex.org/W2056944867","https://openalex.org/W2066636486","https://openalex.org/W2068015060","https://openalex.org/W2069153192","https://openalex.org/W2073415627","https://openalex.org/W2074617510","https://openalex.org/W2076219102","https://openalex.org/W2089458547","https://openalex.org/W2099111195","https://openalex.org/W2101517602","https://openalex.org/W2103135182","https://openalex.org/W2107933610","https://openalex.org/W2111002549","https://openalex.org/W2127048411","https://openalex.org/W2130354913","https://openalex.org/W2131681506","https://openalex.org/W2152284345","https://openalex.org/W2164998314","https://openalex.org/W2165874743","https://openalex.org/W2168346701","https://openalex.org/W2170344111","https://openalex.org/W2188030589","https://openalex.org/W2482329843","https://openalex.org/W2583803680","https://openalex.org/W2740686884","https://openalex.org/W2765570567","https://openalex.org/W2767500585","https://openalex.org/W2774698103","https://openalex.org/W2809383441","https://openalex.org/W2962734950","https://openalex.org/W2963472676","https://openalex.org/W3099768174","https://openalex.org/W3102641634","https://openalex.org/W3102647957","https://openalex.org/W3105002209","https://openalex.org/W6636572641","https://openalex.org/W6656517524","https://openalex.org/W6684578312","https://openalex.org/W6741949125","https://openalex.org/W6747144797"],"related_works":["https://openalex.org/W2769306272","https://openalex.org/W3007305076","https://openalex.org/W2135602072","https://openalex.org/W2356638222","https://openalex.org/W2626653991","https://openalex.org/W2161532087","https://openalex.org/W118100147","https://openalex.org/W1663961612","https://openalex.org/W1990435776","https://openalex.org/W2141177212"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3,91,117,150,175,198],"conduct":[4],"centrality":[5,37],"analysis":[6,38],"and":[7,25,34,39,64,100,130,231],"community":[8,40],"detection":[9,41],"for":[10,57],"attributed":[11,14,74,145],"networks.":[12,168],"An":[13],"network,":[15],"as":[16,53,180],"a":[17,20,43,49,54,124,136,140,158,172,185],"generalization":[18],"of":[19,32,42,95,142],"graph,":[21],"has":[22],"node":[23,62,148],"attributes":[24,27,63,66],"edge":[26,65],"that":[28,162],"represent":[29],"the":[30,58,69,81,86,93,108,119,131,177,181,189,225,228,232],"\u201cfeatures\u201d":[31],"nodes":[33],"edges.":[35],"Traditionally,":[36],"graph":[44],"are":[45,199,210],"done":[46],"by":[47,122,134,156,220],"providing":[48],"sampling":[50,70,83,98,109,218],"method,":[51],"such":[52,167],"random":[55],"walk,":[56],"graph.":[59,88],"To":[60],"take":[61],"into":[67],"account,":[68],"method":[71,84,110],"in":[72,85,166],"an":[73],"network":[75],"needs":[76],"to":[77,105,201,212],"be":[78,112],"twisted":[79,97,217],"from":[80,127,139],"original":[82],"underlining":[87],"For":[89,114,144,169],"this,":[90],"consider":[92],"family":[94],"exponentially":[96,216],"methods":[99,219],"propose":[101],"using":[102,123,135,157,221],"path":[103,125,137,160,178],"measures":[104],"specify":[106],"how":[107],"should":[111],"twisted.":[113],"signed":[115],"networks,":[116],"define":[118,152,176],"influence":[120,154,164],"centralities":[121,133,155],"measure":[126,138,161,179],"opinions":[128],"dynamics":[129],"trust":[132],"chain":[141],"trust.":[143],"networks":[146,170],"with":[147,171,204],"attributes,":[149],"also":[151],"advertisement-specific":[153],"specific":[159],"models":[163],"cascades":[165],"distance":[173,183,192],"measure,":[174],"total":[182],"along":[184],"path.":[186],"By":[187],"specifying":[188],"desired":[190],"average":[191],"between":[193],"two":[194],"randomly":[195],"sampled":[196],"nodes,":[197],"able":[200],"detect":[202],"communities":[203],"various":[205],"resolution":[206],"parameters.":[207],"Various":[208],"experiments":[209],"conducted":[211],"further":[213],"illustrate":[214],"these":[215],"three":[222],"real":[223],"datasets:":[224],"political":[226],"blogs,":[227],"MemeTracker":[229],"dataset,":[230],"WonderNetwork.":[233]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}