{"id":"https://openalex.org/W2069922379","doi":"https://doi.org/10.1108/10662240810862239","title":"Taking sides: user classification for informal online political discourse","display_name":"Taking sides: user classification for informal online political discourse","publication_year":2008,"publication_date":"2008-04-04","ids":{"openalex":"https://openalex.org/W2069922379","doi":"https://doi.org/10.1108/10662240810862239","mag":"2069922379"},"language":"en","primary_location":{"id":"doi:10.1108/10662240810862239","is_oa":false,"landing_page_url":"https://doi.org/10.1108/10662240810862239","pdf_url":null,"source":{"id":"https://openalex.org/S63576417","display_name":"Internet Research","issn_l":"1066-2243","issn":["1066-2243","2054-5657"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Internet Research","raw_type":"journal-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/A5006235007","display_name":"Robert Malouf","orcid":null},"institutions":[{"id":"https://openalex.org/I26538001","display_name":"San Diego State University","ror":"https://ror.org/0264fdx42","country_code":"US","type":"education","lineage":["https://openalex.org/I26538001"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Robert Malouf","raw_affiliation_strings":["Department of Linguistics and Asian/Middle Eastern Languages, San Diego State University, San Diego, California, USA","(Department of Linguistics and Asian/Middle Eastern Languages, San Diego State University, San Diego, California, USA)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Linguistics and Asian/Middle Eastern Languages, San Diego State University, San Diego, California, USA","institution_ids":["https://openalex.org/I26538001"]},{"raw_affiliation_string":"(Department of Linguistics and Asian/Middle Eastern Languages, San Diego State University, San Diego, California, USA)","institution_ids":["https://openalex.org/I26538001"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003950523","display_name":"Tony Mullen","orcid":null},"institutions":[{"id":"https://openalex.org/I183594015","display_name":"Tsuda University","ror":"https://ror.org/027mg2511","country_code":"JP","type":"education","lineage":["https://openalex.org/I183594015"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Tony Mullen","raw_affiliation_strings":["Department of Computer Science, Tsuda College, Tokyo, Japan","(Department of Computer Science, Tsuda College, Tokyo, Japan)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Tsuda College, Tokyo, Japan","institution_ids":["https://openalex.org/I183594015"]},{"raw_affiliation_string":"(Department of Computer Science, Tsuda College, Tokyo, Japan)","institution_ids":["https://openalex.org/I183594015"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":12.8422,"has_fulltext":false,"cited_by_count":119,"citation_normalized_percentile":{"value":0.98579133,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"18","issue":"2","first_page":"177","last_page":"190"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9991999864578247,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9991999864578247,"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/T10557","display_name":"Social Media and Politics","score":0.9887999892234802,"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/T10028","display_name":"Topic Modeling","score":0.9771999716758728,"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/computer-science","display_name":"Computer science","score":0.7086353302001953},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.6556416153907776},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.645922064781189},{"id":"https://openalex.org/keywords/politics","display_name":"Politics","score":0.6153820157051086},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5778632164001465},{"id":"https://openalex.org/keywords/originality","display_name":"Originality","score":0.5176590085029602},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.47888725996017456},{"id":"https://openalex.org/keywords/subject","display_name":"Subject (documents)","score":0.46206530928611755},{"id":"https://openalex.org/keywords/social-network-analysis","display_name":"Social network analysis","score":0.4366239309310913},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.4091198146343231},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4042325019836426},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.40020647644996643},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37760457396507263},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.32665830850601196},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.2742893099784851},{"id":"https://openalex.org/keywords/social-science","display_name":"Social science","score":0.15488514304161072},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.11305302381515503},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.09964564442634583}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7086353302001953},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.6556416153907776},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.645922064781189},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.6153820157051086},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5778632164001465},{"id":"https://openalex.org/C2776950860","wikidata":"https://www.wikidata.org/wiki/Q2914681","display_name":"Originality","level":3,"score":0.5176590085029602},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.47888725996017456},{"id":"https://openalex.org/C2777855551","wikidata":"https://www.wikidata.org/wiki/Q12310021","display_name":"Subject (documents)","level":2,"score":0.46206530928611755},{"id":"https://openalex.org/C114713312","wikidata":"https://www.wikidata.org/wiki/Q7551269","display_name":"Social network analysis","level":3,"score":0.4366239309310913},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.4091198146343231},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4042325019836426},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.40020647644996643},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37760457396507263},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.32665830850601196},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.2742893099784851},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.15488514304161072},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.11305302381515503},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.09964564442634583},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C190248442","wikidata":"https://www.wikidata.org/wiki/Q839486","display_name":"Qualitative research","level":2,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1108/10662240810862239","is_oa":false,"landing_page_url":"https://doi.org/10.1108/10662240810862239","pdf_url":null,"source":{"id":"https://openalex.org/S63576417","display_name":"Internet Research","issn_l":"1066-2243","issn":["1066-2243","2054-5657"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Internet Research","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.179.3378","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.179.3378","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://bulba.sdsu.edu/%7Emalouf/papers/Takingsides.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.7200000286102295,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W142730124","https://openalex.org/W1590923933","https://openalex.org/W1622471137","https://openalex.org/W1654905138","https://openalex.org/W1964654922","https://openalex.org/W1967807490","https://openalex.org/W2022204871","https://openalex.org/W2114524997","https://openalex.org/W2148506018","https://openalex.org/W2150102617","https://openalex.org/W2152284345","https://openalex.org/W2153562609","https://openalex.org/W2155328222","https://openalex.org/W2168625136","https://openalex.org/W2405154930","https://openalex.org/W2463827578","https://openalex.org/W2603519596","https://openalex.org/W3146306708"],"related_works":["https://openalex.org/W2593155302","https://openalex.org/W2041415459","https://openalex.org/W2072812638","https://openalex.org/W3126095231","https://openalex.org/W2352855287","https://openalex.org/W4200071106","https://openalex.org/W2378906650","https://openalex.org/W2384288445","https://openalex.org/W2382526412","https://openalex.org/W2347474189"],"abstract_inverted_index":{"Purpose":[0],"To":[1],"evaluate":[2],"and":[3,47,57,96,144],"extend,":[4],"existing":[5],"natural":[6,123],"language":[7,124],"processing":[8,125],"techniques":[9,74,89],"into":[10,77],"the":[11,38,55,60,79,83],"domain":[12,141],"of":[13,21,42],"informal":[14,128],"online":[15,84,150],"political":[16,26,34],"discussions.":[17],"Design/methodology/approach":[18],"A":[19,40],"database":[20],"postings":[22,56],"from":[23],"a":[24,138,145],"US":[25],"discussion":[27],"site":[28],"was":[29],"collected,":[30],"along":[31],"with":[32,127],"self\u2010reported":[33],"orientation":[35],"data":[36],"for":[37,105,121],"users.":[39],"variety":[41],"sentiment":[43,135],"analysis,":[44],"text":[45,147],"classification,":[46],"social":[48,114],"network":[49,115],"analysis":[50,116,136],"methods":[51,66],"were":[52],"applied":[53,91],"to":[54,137],"evaluated":[58],"against":[59],"users'":[61,80],"self\u2010descriptions.":[62],"Findings":[63],"Purely":[64],"text\u2010based":[65,106],"performed":[67],"poorly,":[68],"but":[69],"could":[70],"be":[71],"improved":[72],"using":[73],"which":[75],"took":[76],"account":[78],"position":[81],"in":[82],"community.":[85],"Research":[86],"limitations/implications":[87],"The":[88],"we":[90],"here":[92],"are":[93],"fairly":[94],"simple,":[95],"more":[97],"sophisticated":[98],"learning":[99],"algorithms":[100],"may":[101],"yield":[102],"better":[103],"results":[104],"classification.":[107],"Practical":[108],"implications":[109],"This":[110,132],"work":[111],"suggests":[112],"that":[113],"is":[117],"an":[118],"important":[119],"tool":[120],"performing":[122],"tasks":[126],"web":[129],"texts.":[130],"Originality/value":[131],"research":[133],"extends":[134],"new":[139,146],"subject":[140],"(US":[142],"politics)":[143],"genre":[148],"(informal":[149],"discusssions).":[151]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":8},{"year":2017,"cited_by_count":7},{"year":2016,"cited_by_count":6},{"year":2015,"cited_by_count":7},{"year":2014,"cited_by_count":20},{"year":2013,"cited_by_count":9},{"year":2012,"cited_by_count":17}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
