{"id":"https://openalex.org/W1562816477","doi":"https://doi.org/10.1007/978-3-642-24571-8_71","title":"Large Scale Personality Classification of Bloggers","display_name":"Large Scale Personality Classification of Bloggers","publication_year":2011,"publication_date":"2011-01-01","ids":{"openalex":"https://openalex.org/W1562816477","doi":"https://doi.org/10.1007/978-3-642-24571-8_71","mag":"1562816477"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-24571-8_71","doi":"https://doi.org/10.1007/978-3-642-24571-8_71","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-24571-8_71","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","ki-jl-1","norway-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W1499019550","display_name":"Affective Computing and Intelligent Interaction"},"type":"conference-paper","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/A5014363026","display_name":"Francisco Iacobelli","orcid":"https://orcid.org/0000-0002-0876-481X","observed_orcids":["https://orcid.org/0000-0002-0876-481X"]},"institutions":[{"id":"https://openalex.org/I27639287","display_name":"Northeastern Illinois University","ror":"https://ror.org/04edns687","country_code":"US","type":"education","lineage":["https://openalex.org/I27639287"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Francisco Iacobelli","raw_affiliation_strings":["Northeastern Illinois University, Chicago, Illinois, 60625, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northeastern Illinois University, Chicago, Illinois, 60625, USA","institution_ids":["https://openalex.org/I27639287"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090485504","display_name":"Alastair J. Gill","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I28290843","display_name":"University of Surrey","ror":"https://ror.org/00ks66431","country_code":"GB","type":"education","lineage":["https://openalex.org/I28290843"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Alastair J. Gill","raw_affiliation_strings":["University of Surrey, Guildford, Surrey, GU2 7HX, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Surrey, Guildford, Surrey, GU2 7HX, UK","institution_ids":["https://openalex.org/I28290843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046764087","display_name":"Scott Nowson","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Scott Nowson","raw_affiliation_strings":["Appen Pty Ltd, Chatswood, NSW, 2067, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Appen Pty Ltd, Chatswood, NSW, 2067, Australia","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067101640","display_name":"Jon Oberlander","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jon Oberlander","raw_affiliation_strings":["University of Edinburgh, Edinburgh, EH8 9AB, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Edinburgh, Edinburgh, EH8 9AB, UK","institution_ids":["https://openalex.org/I98677209"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":15.0546,"has_fulltext":false,"cited_by_count":135,"citation_normalized_percentile":{"value":0.99434267,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"568","last_page":"577"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":0.8217999935150146,"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"}},"topics":[{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":0.8217999935150146,"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/T12380","display_name":"Authorship Attribution and Profiling","score":0.1599999964237213,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.007400000002235174,"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/personality-classification","display_name":"personality classification","score":0.9919999837875366},{"id":"https://openalex.org/keywords/bloggers","display_name":"bloggers","score":0.7129999995231628},{"id":"https://openalex.org/keywords/big-five-personality-traits","display_name":"Big Five personality traits","score":0.7229999899864197},{"id":"https://openalex.org/keywords/feature-selection","display_name":"feature selection","score":0.8989999890327454},{"id":"https://openalex.org/keywords/linguistic-inquiry-and-word-count","display_name":"LIWC","score":0.6930000185966492},{"id":"https://openalex.org/keywords/language-and-personality","display_name":"language and personality","score":0.5070000290870667},{"id":"https://openalex.org/keywords/online-text-analysis","display_name":"online text analysis","score":0.41200000047683716}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7543811798095703},{"id":"https://openalex.org/C108757681","wikidata":"https://www.wikidata.org/wiki/Q2773912","display_name":"Bigram","level":3,"score":0.7198435068130493},{"id":"https://openalex.org/C187288502","wikidata":"https://www.wikidata.org/wiki/Q641118","display_name":"Personality","level":2,"score":0.6268391609191895},{"id":"https://openalex.org/C84976871","wikidata":"https://www.wikidata.org/wiki/Q2015673","display_name":"Openness to experience","level":2,"score":0.6140390038490295},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5627378821372986},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5507538914680481},{"id":"https://openalex.org/C2865642","wikidata":"https://www.wikidata.org/wiki/Q378132","display_name":"Big Five personality traits","level":3,"score":0.5120359063148499},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.5097910761833191},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4782887101173401},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4339379072189331},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4277230501174927},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.42078763246536255},{"id":"https://openalex.org/C94612546","wikidata":"https://www.wikidata.org/wiki/Q1540168","display_name":"Neuroticism","level":3,"score":0.41000309586524963},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3621244430541992},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.3319858908653259},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2050647735595703},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.16459748148918152},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.12942829728126526},{"id":"https://openalex.org/C137546455","wikidata":"https://www.wikidata.org/wiki/Q3213474","display_name":"Trigram","level":2,"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/978-3-642-24571-8_71","doi":"https://doi.org/10.1007/978-3-642-24571-8_71","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-24571-8_71","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","ki-jl-1","norway-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:alma.44SUR_INST:11138815270002346","doi":null,"is_oa":false,"landing_page_url":"https://openresearch.surrey.ac.uk/esploro/outputs/journalArticle/Large-scale-personality-classification-of-bloggers/99512129402346","pdf_url":null,"source":{"id":"https://openalex.org/S4210197018","display_name":"Open Research (University of Surrey)","issn_l":"2688-268X","issn":["2688-268X","2688-3988"],"is_oa":false,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-c","poland-20","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"pmh:oai:epubs.surrey.ac.uk:817819","doi":null,"is_oa":false,"landing_page_url":"http://epubs.surrey.ac.uk/817819/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400680","display_name":"Surrey Research Insight Open Access (The University of Surrey)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I28290843","host_organization_name":"University of Surrey","host_organization_lineage":["https://openalex.org/I28290843"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:pure.ed.ac.uk:publications/073846c5-961b-45b8-808b-d9370a61207b","doi":null,"is_oa":false,"landing_page_url":"https://www.research.ed.ac.uk/files/12949424/Iacobelli_Gill_et_al_2011_Large_scale_personality_classification_of_bloggers.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400321","display_name":"Edinburgh Research Explorer (University of Edinburgh)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I98677209","host_organization_name":"University of Edinburgh","host_organization_lineage":["https://openalex.org/I98677209"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Iacobelli, F, Gill, A, Nowson, S & Oberlander, J 2011, Large Scale Personality Classification of Bloggers. in S D'Mello, A Graesser, B Schuller & J-C Martin (eds), Affective Computing and Intelligent Interaction : Fourth International Conference, ACII 2011, Memphis, TN, USA, October 9\u201312, 2011, Proceedings, Part II. Lecture Notes in Computer Science, vol. 6975, pp. 568-577. https://doi.org/10.1007/978-3-642-24571-8_71","raw_type":"contributionToPeriodical"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W23149702","https://openalex.org/W160561530","https://openalex.org/W1485955713","https://openalex.org/W1512098439","https://openalex.org/W1570448133","https://openalex.org/W1841352775","https://openalex.org/W1972820248","https://openalex.org/W1973871257","https://openalex.org/W2018803503","https://openalex.org/W2023725739","https://openalex.org/W2049264444","https://openalex.org/W2076447418","https://openalex.org/W2096081771","https://openalex.org/W2098162425","https://openalex.org/W2118585731","https://openalex.org/W2118603198","https://openalex.org/W2122725421","https://openalex.org/W2136264427","https://openalex.org/W2156466726","https://openalex.org/W2273306884","https://openalex.org/W2303394219","https://openalex.org/W2423024114","https://openalex.org/W2588405142","https://openalex.org/W2966207845","https://openalex.org/W4299899584","https://openalex.org/W6601570906"],"related_works":["https://openalex.org/W160561530","https://openalex.org/W2340534464","https://openalex.org/W2136264427","https://openalex.org/W7095237417","https://openalex.org/W2319146187","https://openalex.org/W7047150839","https://openalex.org/W180097926","https://openalex.org/W4254484601","https://openalex.org/W2091067638","https://openalex.org/W6982451277"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":14},{"year":2020,"cited_by_count":13},{"year":2019,"cited_by_count":16},{"year":2018,"cited_by_count":14},{"year":2017,"cited_by_count":11},{"year":2016,"cited_by_count":11},{"year":2015,"cited_by_count":9},{"year":2014,"cited_by_count":10},{"year":2013,"cited_by_count":8},{"year":2012,"cited_by_count":4}],"updated_date":"2026-10-31T12:09:11.096373","created_date":"2016-06-24T00:00:00"}