{"id":"https://openalex.org/W2544906475","doi":"https://doi.org/10.25080/majora-629e541a-00b","title":"Tell Me Something I Don't Know: Analyzing OkCupid Profiles","display_name":"Tell Me Something I Don't Know: Analyzing OkCupid Profiles","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2544906475","doi":"https://doi.org/10.25080/majora-629e541a-00b","mag":"2544906475"},"language":"en","primary_location":{"id":"doi:10.25080/majora-629e541a-00b","is_oa":true,"landing_page_url":"https://doi.org/10.25080/majora-629e541a-00b","pdf_url":"http://conference.scipy.org/proceedings/scipy2016/pdfs/juan_shishido.pdf","source":{"id":"https://openalex.org/S4220651651","display_name":"Proceedings of the Python in Science Conferences","issn_l":"2575-9752","issn":["2575-9752"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Python in Science Conference","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"http://conference.scipy.org/proceedings/scipy2016/pdfs/juan_shishido.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065826093","display_name":"Juan Shishido","orcid":null},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Juan Shishido","raw_affiliation_strings":["School of Information, University of California, Berkeley"],"affiliations":[{"raw_affiliation_string":"School of Information, University of California, Berkeley","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050916878","display_name":"Jaya Narasimhan","orcid":null},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jaya Narasimhan","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, University of California, Berkeley"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, University of California, Berkeley","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028070101","display_name":"Matar Haller","orcid":"https://orcid.org/0000-0003-2839-2029"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Matar Haller","raw_affiliation_strings":["Helen Wills Neuroscience Institute, University of California, Berkeley"],"affiliations":[{"raw_affiliation_string":"Helen Wills Neuroscience Institute, University of California, Berkeley","institution_ids":["https://openalex.org/I95457486"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5065826093"],"corresponding_institution_ids":["https://openalex.org/I95457486"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.16706381,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"75","last_page":"81"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10557","display_name":"Social Media and Politics","score":0.982200026512146,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10557","display_name":"Social Media and Politics","score":0.982200026512146,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9805999994277954,"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/T11147","display_name":"Misinformation and Its Impacts","score":0.9790999889373779,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7606593370437622},{"id":"https://openalex.org/keywords/presentation","display_name":"Presentation (obstetrics)","score":0.675419270992279},{"id":"https://openalex.org/keywords/cover","display_name":"Cover (algebra)","score":0.6643470525741577},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.649493932723999},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5654881000518799},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.5570164322853088},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.4207216203212738},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.38490042090415955},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3807850480079651},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3566494882106781},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.19313043355941772}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7606593370437622},{"id":"https://openalex.org/C2777601897","wikidata":"https://www.wikidata.org/wiki/Q3409113","display_name":"Presentation (obstetrics)","level":2,"score":0.675419270992279},{"id":"https://openalex.org/C2780428219","wikidata":"https://www.wikidata.org/wiki/Q16952335","display_name":"Cover (algebra)","level":2,"score":0.6643470525741577},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.649493932723999},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5654881000518799},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.5570164322853088},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.4207216203212738},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.38490042090415955},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3807850480079651},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3566494882106781},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.19313043355941772},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","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},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.25080/majora-629e541a-00b","is_oa":true,"landing_page_url":"https://doi.org/10.25080/majora-629e541a-00b","pdf_url":"http://conference.scipy.org/proceedings/scipy2016/pdfs/juan_shishido.pdf","source":{"id":"https://openalex.org/S4220651651","display_name":"Proceedings of the Python in Science Conferences","issn_l":"2575-9752","issn":["2575-9752"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Python in Science Conference","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.25080/majora-629e541a-00b","is_oa":true,"landing_page_url":"https://doi.org/10.25080/majora-629e541a-00b","pdf_url":"http://conference.scipy.org/proceedings/scipy2016/pdfs/juan_shishido.pdf","source":{"id":"https://openalex.org/S4220651651","display_name":"Proceedings of the Python in Science Conferences","issn_l":"2575-9752","issn":["2575-9752"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Python in Science Conference","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.5400000214576721,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2544906475.pdf","grobid_xml":"https://content.openalex.org/works/W2544906475.grobid-xml"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W307744830","https://openalex.org/W430011393","https://openalex.org/W1521626219","https://openalex.org/W1980657874","https://openalex.org/W2013029404","https://openalex.org/W2038411619","https://openalex.org/W2061092546","https://openalex.org/W2101234009","https://openalex.org/W2130354913","https://openalex.org/W2144681731","https://openalex.org/W2160331326","https://openalex.org/W2284304146","https://openalex.org/W4246180809","https://openalex.org/W6675354045","https://openalex.org/W6679689046","https://openalex.org/W7066243295"],"related_works":["https://openalex.org/W4387426029","https://openalex.org/W4254162896","https://openalex.org/W4388792380","https://openalex.org/W1477999932","https://openalex.org/W4386731653","https://openalex.org/W2376001620","https://openalex.org/W2925303117","https://openalex.org/W4226226396","https://openalex.org/W3153750606","https://openalex.org/W4308854837"],"abstract_inverted_index":{"In":[0,37],"this":[1],"paper,":[2],"we":[3,40],"present":[4],"an":[5],"analysis":[6],"of":[7],"59,000":[8],"OkCupid":[9],"user":[10],"profiles":[11],"that":[12,58,72],"examines":[13],"online":[14,81],"self-presentation":[15],"by":[16,30],"combining":[17],"natural":[18],"language":[19],"processing":[20],"(NLP)":[21],"with":[22],"machine":[23],"learning.":[24],"We":[25,56],"analyze":[26],"word":[27],"usage":[28,35],"patterns":[29],"self-reported":[31],"sex":[32],"and":[33,52],"drug":[34],"status.":[36],"doing":[38],"so,":[39],"review":[41],"standard":[42],"NLP":[43],"techniques,":[44],"cover":[45],"several":[46],"ways":[47],"to":[48],"represent":[49],"text":[50],"data,":[51],"explain":[53],"topic":[54],"modeling.":[55],"find":[57],"individuals":[59],"in":[60,65,79],"particular":[61],"demographic":[62,77],"groups":[63],"self-present":[64],"consistent":[66],"ways.":[67],"Our":[68],"results":[69],"also":[70],"suggest":[71],"users":[73],"may":[74],"unintentionally":[75],"reveal":[76],"attributes":[78],"their":[80],"profiles.":[82]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
