{"id":"https://openalex.org/W2242043997","doi":"https://doi.org/10.1109/fskd.2015.7382215","title":"Evaluating tag quality for blogger modelling via topic models","display_name":"Evaluating tag quality for blogger modelling via topic models","publication_year":2015,"publication_date":"2015-08-01","ids":{"openalex":"https://openalex.org/W2242043997","doi":"https://doi.org/10.1109/fskd.2015.7382215","mag":"2242043997"},"language":"en","primary_location":{"id":"doi:10.1109/fskd.2015.7382215","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fskd.2015.7382215","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 12th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD)","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/A5024324604","display_name":"Lili Shan","orcid":"https://orcid.org/0000-0002-7580-7947"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lili Shan","raw_affiliation_strings":["School of Computer Science and Technology, Harbin Institute of Technology, Harbin, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033705258","display_name":"Chengjie Sun","orcid":"https://orcid.org/0000-0001-9081-1410"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengjie Sun","raw_affiliation_strings":["School of Computer Science and Technology, Harbin Institute of Technology, Harbin, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048326379","display_name":"Lei Lin","orcid":"https://orcid.org/0000-0002-1161-8565"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Lin","raw_affiliation_strings":["School of Computer Science and Technology, Harbin Institute of Technology, Harbin, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100343901","display_name":"Ming Liu","orcid":"https://orcid.org/0000-0002-4715-2605"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ming Liu","raw_affiliation_strings":["School of Computer Science and Technology, Harbin Institute of Technology, Harbin, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100424254","display_name":"Xiaolong Wang","orcid":"https://orcid.org/0000-0001-9003-4252"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaolong Wang","raw_affiliation_strings":["School of Computer Science and Technology, Harbin Institute of Technology, Harbin, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004324294","display_name":"Bingquan Liu","orcid":"https://orcid.org/0000-0001-6352-2170"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bingquan Liu","raw_affiliation_strings":["School of Computer Science and Technology, Harbin Institute of Technology, Harbin, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5024324604"],"corresponding_institution_ids":["https://openalex.org/I204983213"],"apc_list":null,"apc_paid":null,"fwci":0.4314,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.7726754,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"20","issue":null,"first_page":"1770","last_page":"1776"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9997000098228455,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9993000030517578,"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"}},{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":0.9991000294685364,"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/latent-dirichlet-allocation","display_name":"Latent Dirichlet allocation","score":0.9142512679100037},{"id":"https://openalex.org/keywords/blogosphere","display_name":"Blogosphere","score":0.907440185546875},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.810032844543457},{"id":"https://openalex.org/keywords/topic-model","display_name":"Topic model","score":0.7670328617095947},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5976282954216003},{"id":"https://openalex.org/keywords/latent-semantic-analysis","display_name":"Latent semantic analysis","score":0.5339068174362183},{"id":"https://openalex.org/keywords/geolocation","display_name":"Geolocation","score":0.5068607926368713},{"id":"https://openalex.org/keywords/tf\u2013idf","display_name":"tf\u2013idf","score":0.4658309817314148},{"id":"https://openalex.org/keywords/vocabulary","display_name":"Vocabulary","score":0.4380589425563812},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.4305915832519531},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4296572208404541},{"id":"https://openalex.org/keywords/probabilistic-latent-semantic-analysis","display_name":"Probabilistic latent semantic analysis","score":0.4173825681209564},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.23800787329673767},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2201153039932251},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.12388584017753601}],"concepts":[{"id":"https://openalex.org/C500882744","wikidata":"https://www.wikidata.org/wiki/Q269236","display_name":"Latent Dirichlet allocation","level":3,"score":0.9142512679100037},{"id":"https://openalex.org/C2779661781","wikidata":"https://www.wikidata.org/wiki/Q374132","display_name":"Blogosphere","level":3,"score":0.907440185546875},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.810032844543457},{"id":"https://openalex.org/C171686336","wikidata":"https://www.wikidata.org/wiki/Q3532085","display_name":"Topic model","level":2,"score":0.7670328617095947},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5976282954216003},{"id":"https://openalex.org/C170133592","wikidata":"https://www.wikidata.org/wiki/Q1806883","display_name":"Latent semantic analysis","level":2,"score":0.5339068174362183},{"id":"https://openalex.org/C22041718","wikidata":"https://www.wikidata.org/wiki/Q638949","display_name":"Geolocation","level":2,"score":0.5068607926368713},{"id":"https://openalex.org/C81758059","wikidata":"https://www.wikidata.org/wiki/Q796584","display_name":"tf\u2013idf","level":3,"score":0.4658309817314148},{"id":"https://openalex.org/C2777601683","wikidata":"https://www.wikidata.org/wiki/Q6499736","display_name":"Vocabulary","level":2,"score":0.4380589425563812},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.4305915832519531},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4296572208404541},{"id":"https://openalex.org/C112933361","wikidata":"https://www.wikidata.org/wiki/Q2845258","display_name":"Probabilistic latent semantic analysis","level":2,"score":0.4173825681209564},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.23800787329673767},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2201153039932251},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.12388584017753601},{"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},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fskd.2015.7382215","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fskd.2015.7382215","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 12th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/1","display_name":"No poverty","score":0.4699999988079071}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W97061813","https://openalex.org/W1880262756","https://openalex.org/W1964066675","https://openalex.org/W1979972308","https://openalex.org/W1997884482","https://openalex.org/W2009119083","https://openalex.org/W2016627120","https://openalex.org/W2024186490","https://openalex.org/W2031237011","https://openalex.org/W2038002297","https://openalex.org/W2098329110","https://openalex.org/W2100914787","https://openalex.org/W2107610218","https://openalex.org/W2127124926","https://openalex.org/W2128509431","https://openalex.org/W2139143639","https://openalex.org/W2570520961","https://openalex.org/W6603965262","https://openalex.org/W6639619044","https://openalex.org/W6731576402","https://openalex.org/W7030713319"],"related_works":["https://openalex.org/W2588002110","https://openalex.org/W2111020819","https://openalex.org/W2775171027","https://openalex.org/W4389358025","https://openalex.org/W2267563544","https://openalex.org/W2303774322","https://openalex.org/W1690254038","https://openalex.org/W2890241594","https://openalex.org/W2742441834","https://openalex.org/W4241948267"],"abstract_inverted_index":{"With":[0],"the":[1,14,26,46,71,77,94,122,145,165,185,196,213,221,233],"permission":[2],"of":[3,13,29,73,86,128,144,164,232],"annotating":[4],"blog":[5,91,142,193],"posts":[6,92],"with":[7,198],"tags,":[8,30],"tags":[9,33,41,44,100,197],"has":[10],"become":[11],"one":[12,231],"most":[15],"important":[16],"resources":[17],"used":[18,62],"to":[19,25,63,114,183],"describe":[20],"blogger":[21,119,130,146],"features.":[22],"However,":[23],"due":[24],"irregular":[27],"quality":[28,117],"not":[31],"all":[32],"are":[34,60,131],"appropriate":[35],"for":[36,118],"representing":[37],"blogger's":[38],"preferences.":[39],"Poor":[40],"or":[42],"spam":[43,51,75],"confuse":[45],"actual":[47],"user's":[48],"preferences":[49],"and":[50,93,101,155,190],"terms,":[52],"thus":[53],"they":[54,59],"should":[55],"be":[56,203],"detected":[57],"before":[58],"directly":[61],"tag":[64,74,116,168,189],"bloggers.":[65],"A":[66,167],"detailed":[67],"quantitative":[68],"analysis":[69],"on":[70,109,223],"categories":[72],"in":[76,81,90,121],"blogosphere":[78],"is":[79,112,147,159,169,181,230],"presented":[80],"this":[82],"paper.":[83],"Taking":[84],"advantage":[85],"abundant":[87],"text":[88],"contents":[89],"relatively":[95],"stable":[96],"semantic":[97],"relationship":[98],"between":[99,187],"their":[102],"target":[103,192],"posts,":[104],"an":[105],"unsupervised":[106],"approach":[107],"based":[108],"topic":[110,139,158],"models":[111],"proposed":[113,214],"evaluate":[115],"modelling":[120],"blogosphere.":[123],"The":[124,141,208],"latent":[125,153,157],"interest":[126],"topics":[127,154],"a":[129,150,156,160,173,179],"mined":[132],"out":[133],"through":[134],"Latent":[135],"Dirichlet":[136],"Allocation":[137],"(LDA)":[138],"modeling.":[140],"post":[143],"represented":[148],"as":[149,172,205],"distribution":[151,161],"over":[152,162],"words":[163],"vocabulary.":[166],"also":[170],"expressed":[171],"specific":[174],"co-occurrence":[175],"term":[176],"vector.":[177],"Ultimately,":[178],"scheme":[180],"devised":[182],"determine":[184],"similarity":[186,200],"each":[188],"its":[191],"post.":[194],"Then":[195],"less":[199],"value":[201],"can":[202],"identified":[204],"poor":[206],"tag.":[207],"experimental":[209],"results":[210],"indicate":[211],"that":[212],"method":[215],"achieves":[216],"more":[217],"promising":[218],"performance":[219],"than":[220],"baselines":[222],"datasets":[224],"collected":[225],"from":[226],"Sina":[227],"Blog,":[228],"which":[229],"biggest":[234],"Chinese":[235],"blogs.":[236]},"counts_by_year":[{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
