{"id":"https://openalex.org/W2293625958","doi":null,"title":"Content-centric age and gender profiling Notebook for PAN at CLEF 2013","display_name":"Content-centric age and gender profiling Notebook for PAN at CLEF 2013","publication_year":2013,"publication_date":"2013-01-01","ids":{"openalex":"https://openalex.org/W2293625958","mag":"2293625958"},"language":"en","primary_location":{"id":"pmh:oai:CiteSeerX.psu:10.1.1.667.7659","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.667.7659","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://ceur-ws.org/Vol-1179/CLEF2013wn-PAN-LimEt2013.pdf","raw_type":"text"},"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/A5060355906","display_name":"Wee-Yong Lim","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Wee-Yong Lim","raw_affiliation_strings":["Agency for Science, Technology, and Research"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Agency for Science, Technology, and Research","institution_ids":["https://openalex.org/I115228651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112048205","display_name":"Jonathan Wee Pin Goh","orcid":"https://orcid.org/0000-0002-9230-9990","observed_orcids":["https://orcid.org/0000-0002-9230-9990"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jonathan Wee Pin Goh","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5040321131","display_name":"Vrizlynn L. L. Thing","orcid":"https://orcid.org/0000-0003-4424-8596","observed_orcids":["https://orcid.org/0000-0003-4424-8596"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Vrizlynn L. L. Thing","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0003-4424-8596","affiliations":[]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6629,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.73297633,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":97},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12380","display_name":"Authorship Attribution and Profiling","score":1.0,"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/T12380","display_name":"Authorship Attribution and Profiling","score":1.0,"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/T12488","display_name":"Mental Health via Writing","score":0.0,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11800","display_name":"User Authentication and Security Systems","score":0.0,"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/author-profiling","display_name":"author profiling","score":0.984000027179718},{"id":"https://openalex.org/keywords/gender-profiling","display_name":"gender profiling","score":0.9639999866485596},{"id":"https://openalex.org/keywords/content-based-features","display_name":"content-based features","score":0.675000011920929},{"id":"https://openalex.org/keywords/writing-style-features","display_name":"writing style features","score":0.7689999938011169},{"id":"https://openalex.org/keywords/lexical-features","display_name":"lexical features","score":0.8360000252723694}],"concepts":[{"id":"https://openalex.org/C107763842","wikidata":"https://www.wikidata.org/wiki/Q181040","display_name":"Clef","level":3,"score":0.9083987474441528},{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.6253836154937744},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6026527285575867},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6017798185348511},{"id":"https://openalex.org/C2777601683","wikidata":"https://www.wikidata.org/wiki/Q6499736","display_name":"Vocabulary","level":2,"score":0.5488314628601074},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.537254273891449},{"id":"https://openalex.org/C2776445246","wikidata":"https://www.wikidata.org/wiki/Q1792644","display_name":"Style (visual arts)","level":2,"score":0.4181710481643677},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4028194546699524},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.3868480622768402},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.29602766036987305},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.1192476749420166},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","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}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:CiteSeerX.psu:10.1.1.667.7659","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.667.7659","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://ceur-ws.org/Vol-1179/CLEF2013wn-PAN-LimEt2013.pdf","raw_type":"text"},{"id":"mag:2293625958","doi":null,"is_oa":false,"landing_page_url":"http://ceur-ws.org/Vol-1179/CLEF2013wn-PAN-LimEt2013.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306506385","display_name":"CLEF (Working Notes)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"CLEF (Working Notes)","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":12,"referenced_works":["https://openalex.org/W31924142","https://openalex.org/W1505524995","https://openalex.org/W1981745473","https://openalex.org/W1984010941","https://openalex.org/W2025403586","https://openalex.org/W2043976122","https://openalex.org/W2087536838","https://openalex.org/W2101717196","https://openalex.org/W2132781244","https://openalex.org/W2153635508","https://openalex.org/W2407564604","https://openalex.org/W2912780347"],"related_works":["https://openalex.org/W2406766204","https://openalex.org/W2344308957","https://openalex.org/W2406530401","https://openalex.org/W2384304911","https://openalex.org/W4384302659","https://openalex.org/W2188210673","https://openalex.org/W7070182289","https://openalex.org/W2924730373","https://openalex.org/W3016683221","https://openalex.org/W4226428017"],"abstract_inverted_index":{"Abstract":[0],"Author":[1],"profiling":[2,54,249],"can":[3,170],"be":[4,171],"considered":[5],"a":[6,23,80,122,205,241,253,318],"form":[7],"of":[8,11,19,33,48,75,77,102,115,128,133,142,167,187,219,244,320],"text":[9,24,49,94,175,197,215],"analysis":[10,144],"which":[12,116],"the":[13,20,29,38,52,64,69,126,140,143,146,164,174,182,220,245,257,261,265,269,283,288,292,309],"objective":[14],"is":[15,60,204,225],"to":[16,121,145,317],"ascertain":[17],"characteristics":[18,193],"author":[21,53,189],"behind":[22],"sample.":[25,155],"This":[26,223],"paper":[27],"describe":[28],"design":[30],"and":[31,45,73,92,149,184,217,227,234,260,271,298,305,311],"implementation":[32],"an":[34,188],"approach":[35],"for":[36,51,87,267,295,308],"determining":[37,68],"age":[39,71,185,299],"group":[40,72,186,300],"(10s,":[41],"20s,":[42],"or":[43,112],"30s)":[44],"gender":[46,74,183,297],"(male/female)":[47],"samples":[50,78,95,216,313],"task":[55,89],"in":[56,67,79,105,152,159,180,201,315],"PAN":[57,246],"2013.":[58],"Evaluation":[59],"then":[61],"based":[62,190,209],"on":[63,192,210,240,282,287],"compounded":[65],"accuracy":[66],"correct":[70],"authors":[76],"test":[81],"corpus.":[82],"The":[83,156],"training":[84,250],"corpus":[85,251],"provided":[86],"this":[88,160,202],"contains":[90],"English":[91,270,310],"Spanish":[93,272,312],"from":[96,173,238],"online":[97],"contents":[98],"(e.g.":[99],"blogs,":[100],"chats)":[101],"authors.":[103],"Content":[104],"each":[106],"sample":[107],"are":[108,117,137,178],"split":[109],"into":[110],"one":[111],"more":[113],"\u201cconversations\u201d,":[114],"all":[118],"wholly":[119],"attributed":[120],"specific":[123],"author.":[124],"To":[125],"best":[127,293],"our":[129],"knowledge,":[130],"interweaving":[131],"re-sponses":[132],"other":[134,262],"person(s)(if":[135],"any)":[136],"filtered,":[138],"focussing":[139],"scope":[141],"writing":[147],"style":[148],"content":[150],"present":[151,194],"individual":[153],"author\u2019s":[154],"under-lying":[157],"research":[158],"work":[161,203],"is,":[162],"thus,":[163],"empirical":[165],"investigation":[166],"features":[168],"that":[169,177],"extracted":[172],"samples,":[176],"helpful":[179],"identifying":[181],"purely":[191],"within":[195],"his/her":[196],"samples.":[198,273],"Main":[199],"contribution":[200],"concise":[206],"content-based":[207,258],"feature":[208,224,259,285],"sim-ilarity":[211],"scores":[212],"between":[213,256],"given":[214],"corpora":[218],"different":[221,284],"classes.":[222],"compared":[226],"used":[228],"with":[229,291],"some":[230],"common":[231],"style-based,":[232],"vocabulary":[233],"idiosyncrasies":[235],"features.":[236],"Results":[237],"experiments":[239],"balanced":[242,289],"subset":[243],"2013":[247],"authorship":[248],"paint":[252],"clear":[254],"contrast":[255,316],"features,":[263],"favouring":[264],"former":[266],"both":[268],"Ultimately,":[274],"24":[275],"five-fold":[276],"cross":[277],"validation":[278],"tests":[279],"were":[280],"ran":[281],"sets":[286],"corpus,":[290],"accuracies":[294],"simultaneous":[296],"classification":[301],"at":[302],"48.52":[303],"%":[304,307],"61.23":[306],"respectively,":[314],"baseline":[319],"16.67%.":[321],"1":[322]},"counts_by_year":[{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-09-02T18:50:13.731487","created_date":"2016-06-24T00:00:00"}