{"id":"https://openalex.org/W2147110803","doi":"https://doi.org/10.1109/iske.2010.5680843","title":"Using empirical risk minimization to detect community structure in the blogosphere","display_name":"Using empirical risk minimization to detect community structure in the blogosphere","publication_year":2010,"publication_date":"2010-11-01","ids":{"openalex":"https://openalex.org/W2147110803","doi":"https://doi.org/10.1109/iske.2010.5680843","mag":"2147110803"},"language":"en","primary_location":{"id":"doi:10.1109/iske.2010.5680843","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iske.2010.5680843","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE International Conference on Intelligent Systems and Knowledge Engineering","raw_type":"proceedings-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/A5090546779","display_name":"Jiaxuan Huang","orcid":"https://orcid.org/0000-0003-1817-225X"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jiaxuan Huang","raw_affiliation_strings":["College of Computer Science, University of Zhejiang, Hangzhou, China","College of Computer Science, Zhejiang University, Hangzhou, China, 310027"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, University of Zhejiang, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"College of Computer Science, Zhejiang University, Hangzhou, China, 310027","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030263010","display_name":"Hongsen Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongsen Huang","raw_affiliation_strings":["College of Computer Science, University of Zhejiang, Hangzhou, China","College of Computer Science, Zhejiang University, Hangzhou, China, 310027"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, University of Zhejiang, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"College of Computer Science, Zhejiang University, Hangzhou, China, 310027","institution_ids":["https://openalex.org/I76130692"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5090546779"],"corresponding_institution_ids":["https://openalex.org/I76130692"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.19118534,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"33","issue":null,"first_page":"418","last_page":"421"},"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/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9958999752998352,"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/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9861000180244446,"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/blogosphere","display_name":"Blogosphere","score":0.993416428565979},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.803138256072998},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6755658388137817},{"id":"https://openalex.org/keywords/centrality","display_name":"Centrality","score":0.6526721715927124},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5515117049217224},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5005183219909668},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.48394539952278137},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4704550504684448},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4483349919319153},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.44761261343955994},{"id":"https://openalex.org/keywords/minification","display_name":"Minification","score":0.41468819975852966},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.39968395233154297},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3444559574127197},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.27139371633529663},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.12480592727661133},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09123280644416809}],"concepts":[{"id":"https://openalex.org/C2779661781","wikidata":"https://www.wikidata.org/wiki/Q374132","display_name":"Blogosphere","level":3,"score":0.993416428565979},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.803138256072998},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6755658388137817},{"id":"https://openalex.org/C53811970","wikidata":"https://www.wikidata.org/wiki/Q5062194","display_name":"Centrality","level":2,"score":0.6526721715927124},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5515117049217224},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5005183219909668},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.48394539952278137},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4704550504684448},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4483349919319153},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.44761261343955994},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.41468819975852966},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.39968395233154297},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3444559574127197},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.27139371633529663},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.12480592727661133},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09123280644416809},{"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/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","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},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iske.2010.5680843","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iske.2010.5680843","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE International Conference on Intelligent Systems and Knowledge Engineering","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.4099999964237213}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322927","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1265499828","https://openalex.org/W1585385982","https://openalex.org/W1971421925","https://openalex.org/W2089458547","https://openalex.org/W2095293504","https://openalex.org/W2114900710","https://openalex.org/W2124470724","https://openalex.org/W2139823104","https://openalex.org/W2146815027","https://openalex.org/W2152284345","https://openalex.org/W3101413764","https://openalex.org/W6628122884","https://openalex.org/W6635184699","https://openalex.org/W6680434193"],"related_works":["https://openalex.org/W2170860410","https://openalex.org/W2992958761","https://openalex.org/W3162250950","https://openalex.org/W2406269149","https://openalex.org/W2183591868","https://openalex.org/W4394774866","https://openalex.org/W38658537","https://openalex.org/W4312070466","https://openalex.org/W3209989275","https://openalex.org/W1991212488"],"abstract_inverted_index":{"When":[0],"we":[1,11,81,131,181],"are":[2],"dealing":[3],"with":[4,50,91,141,172,191],"community":[5,74,138,192],"structure":[6],"detecting":[7,193],"in":[8,20,63,176,194],"the":[9,31,64,89,116,137,170,173,177,195],"blogosphere,":[10],"have":[12,82],"come":[13],"to":[14,48,83,135,150,189],"face":[15],"some":[16,184],"obstacles.":[17],"The":[18],"data":[19,55,146,167],"a":[21,38,72,99,111,142,157],"blog":[22],"may":[23,182],"be":[24,45,67],"updated":[25],"frequently":[26],"by":[27,168],"its":[28],"owner,":[29],"making":[30],"whole":[32],"blogosphere":[33,65],"become":[34],"very":[35,46],"large":[36,124,164],"during":[37],"short":[39],"period":[40],"of":[41,54,71,120,126,166],"time.":[42],"It":[43],"can":[44,66],"expensive":[47],"deal":[49,190],"such":[51],"huge":[52],"amount":[53],"using":[56,95],"those":[57],"traditional":[58,178],"methods.":[59],"Meanwhile,":[60],"few":[61],"blogs":[62,86,94],"identified":[68],"as":[69],"members":[70],"specify":[73],"clearly":[75],"from":[76],"their":[77],"own":[78],"characters,":[79],"while":[80],"judge":[84],"most":[85],"depending":[87],"on":[88,114,123,160],"relationship":[90],"other":[92],"neighboring":[93],"centrality":[96],"metrics.":[97],"Recently,":[98],"new":[100],"method":[101,134,154],"that":[102,152],"combines":[103],"active":[104],"learning":[105,108,122],"and":[106,118,144,162,186],"semi-supervised":[107],"gives":[109],"quite":[110],"good":[112],"performance":[113],"improving":[115],"speed":[117],"accuracy":[119],"machine":[121],"scale":[125,165],"data.":[127],"In":[128],"this":[129,133,153],"paper,":[130],"employ":[132],"solve":[136],"clustering":[139,163],"problem":[140],"vast":[143],"complex":[145],"set.":[147],"We":[148],"try":[149],"show":[151],"really":[155],"does":[156],"better":[158],"job":[159],"labeling":[161],"comparing":[169],"result":[171],"one":[174],"achieved":[175],"way.":[179],"Afterward,":[180],"make":[183],"improvements":[185],"use":[187],"it":[188],"blogosphere.":[196]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
